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Preferably, if they could be made from high-end Goatskin leather, that would be fantastic.", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "tactical gloves", + "enhanced feel", + "superior quality compared to Oakleys", + "high-end Goatskin leather" + ] + } + } + }, + { + "query": "I'm searching for the perfect surprise gift for my sports memorabilia loving husband. He would really appreciate an 8x10 action photo featuring Jim Harbaugh and Bo Schembechler. Ideally, this high-quality picture could be proudly displayed in his den to evoke nostalgic memories. Previously, I bought him a picture of the TOM BRADY UNIVERSITY OF MICHIGAN WOLVERINES, so something similar would be the perfect find.", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "8x10 action photo featuring Jim Harbaugh and Bo Schembechler", + "high-quality picture", + "proudly displayed in his den", + "evoke nostalgic memories", + "similar to the picture of the TOM BRADY UNIVERSITY OF MICHIGAN WOLVERINES" + ] + } + } + }, + { + "query": "Is there a compact, hunting-friendly backpack available that's suitable for game meat and easy to clean?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "backpack" + ], + "product": [ + "compact", + "hunting-friendly", + "suitable for game meat", + "easy to clean" + ] + } + } + }, + { + "query": "Is there a rowing machine chain oil that comes with easy-to-understand instructions on its packaging?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "rowing machine chain oil", + "easy-to-understand instructions on its packaging" + ] + } + } + }, + { + "query": "Is there an officially licensed hunting knife that pairs well with the 8.5\" ELK RIDGE Bone Gentleman SPRING ASSISTED OPEN Hunting Folding POCKET KNIFE I recently purchased? Looking for suggestions.", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "officially licensed hunting knife", + "pairs well with the 8.5\" ELK RIDGE Bone Gentleman SPRING ASSISTED OPEN Hunting Folding POCKET KNIFE" + ] + } + } + }, + { + "query": "Looking for a tactical outdoor carabiner that can be used ambidextrously and easily clipped onto 1-inch tactical straps. It should have a latch lock and aid in keeping things organized when attached to a tactical waist bag or backpack. It should also feature a secure latch for a strong hold.", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "carabiner" + ], + "product": [ + "tactical outdoor carabiner", + "ambidextrous use", + "easily clipped onto 1-inch tactical straps", + "latch lock", + "keeping things organized when attached to a tactical waist bag or backpack", + "secure latch for a strong hold" + ] + } + } + }, + { + "query": "Is there a colorful wine bottle holder available that can also display whiskey, beer, and other beverages?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "colorful wine bottle holder", + "display whiskey, beer, and other beverages" + ] + } + } + }, + { + "query": "As an ardent WWE fan and particularly of Dean Ambrose, I'm interested in finding a WWE-endorsed men's black T-shirt featuring Dean Ambrose. Any suggestions?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "WWE" + ], + "product": [ + "men's black T-shirt featuring Dean Ambrose" + ] + } + } + }, + { + "query": "What are some running socks with color-coded size markings for easy pairing after washing? Price isn't an issue for me.", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "running socks" + ], + "product": [ + "running socks with color-coded size markings for easy pairing after washing" + ] + } + } + }, + { + "query": "Can you help me find an officially licensed NFL charm bracelet with a lobster claw clasp? I'd prefer it to sit comfortably on my wrist and feature a heart-shaped charm engraved with the team's logo.", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "charm bracelet" + ], + "product": [ + "officially licensed NFL charm bracelet with a lobster claw clasp", + "sit comfortably on wrist", + "heart-shaped charm engraved with team's logo" + ] + } + } + }, + { + "query": "What are some durable cable handles with strong snap links for BowFlex PR1000 Home Gym to help me strengthen my back, biceps, triceps, forearms, and shoulders?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "durable cable handles with strong snap links for BowFlex PR1000 Home Gym", + "strengthen my back, biceps, triceps, forearms, and shoulders" + ] + } + } + }, + { + "query": "I'm looking for a V-bar for my stabilizer setup. It should have powder-coated end caps and include stainless steel bolts for mounting. Can you help?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "V-bar for stabilizer setup", + "powder-coated end caps", + "stainless steel bolts for mounting" + ] + } + } + }, + { + "query": "Looking for a versatile FC Barcelona beanie hat that can fit all family members, suitable for freezing weather conditions, where color is not the primary concern.", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "FC Barcelona" + ], + "product": [ + "versatile beanie hat that can fit all family members", + "suitable for freezing weather conditions" + ] + } + } + }, + { + "query": "Looking for a fishing gear set that includes a range of Billfisher offshore components. It should ideally be able to support weights between 90 and 350 lbs. Any recommendations?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Billfisher" + ], + "product": [ + "fishing gear set that includes a range of Billfisher offshore components", + "support weights between 90 and 350 lbs" + ] + } + } + }, + { + "query": "Looking for regular fit, lightweight men's tennis pants with ample side pocket storage and without built-in cushioning. Any suggestions?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "tennis pants" + ], + "product": [ + "regular fit", + "lightweight", + "men's tennis pants", + "ample side pocket storage", + "without built-in cushioning" + ] + } + } + }, + { + "query": "Can I get quick shipping for Airsoft BBs in the US? I'm okay if the color doesn't exactly match the one shown in the picture. Any recommendations?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "Airsoft BBs" + ], + "product": [ + "quick shipping in the US", + "color doesn't exactly match the one shown in the picture" + ] + } + } + }, + { + "query": "Are there any fishing flies, about 6/32 inches in size, available for fast shipping on Amazon?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "fishing flies" + ], + "product": [ + "6/32 inches in size", + "available for fast shipping on Amazon" + ] + } + } + }, + { + "query": "I'm searching for ST Action Pro inert shotgun training rounds branded by Ultimate Arms Gear. Are these good for instructional use and gun manipulation practice? I'm primarily interested in learning handling and safety, so the weight of the rounds is not a major concern for me.", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Ultimate Arms Gear" + ], + "product": [ + "ST Action Pro inert shotgun training rounds", + "good for instructional use and gun manipulation practice", + "learning handling and safety", + "weight of the rounds is not a major concern" + ] + } + } + }, + { + "query": "What is the best OEM cover for a Seadoo PWC? I've noticed that they perform better than non-brand ones. Can you recommend any?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "OEM cover for a Seadoo PWC", + "perform better than non-brand ones" + ] + } + } + }, + { + "query": "What's a good multi-purpose leg utility bag for outdoor use that has a patch panel for attaching emblems and comes with two zippered side compartments?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "leg utility bag" + ], + "product": [ + "multi-purpose leg utility bag for outdoor use", + "patch panel for attaching emblems", + "two zippered side compartments" + ] + } + } + }, + { + "query": "What's a good easy-to-set-up tree stand cable tie that could help camouflage my ground blind, treestand, or duck blind?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "easy-to-set-up tree stand cable tie", + "help camouflage my ground blind, treestand, or duck blind" + ] + } + } + }, + { + "query": "What are the best Majestic sports team hoodies with high-performance fabric?", + "answer": { + "Metapath": "brand -> product <- category", + "Restriction": { + "brand": [ + "Majestic" + ], + "category": [ + "sports team hoodies" + ], + "product": [ + "high-performance fabric" + ] + } + } + }, + { + "query": "What are some budget-friendly through-hull boat fittings that have a stainless appearance but won't add substantial weight to my boat? Ideally, they would frequently be paired with or compatible with the Sierra International 116-120-0342B Black Bilgeflex Marine Hose. Any recommendations?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "budget-friendly through-hull boat fittings with a stainless appearance that won't add substantial weight", + "frequently paired with or compatible with the Sierra International 116-120-0342B Black Bilgeflex Marine Hose" + ] + } + } + }, + { + "query": "Is there a Sport-Tek women's colorblock hooded jacket that looks more luxurious in person than in the online pictures? Additionally, can it fit in a box sized 9 x 7 x 2 inches when packaged?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Sport-Tek" + ], + "product": [ + "women's colorblock hooded jacket", + "looks more luxurious in person than in the online pictures", + "fit in a box sized 9 x 7 x 2 inches when packaged" + ] + } + } + }, + { + "query": "What are some classic upgrade options from the Knifeblade piton model, specifically ones that are around 4mm thick?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "Knifeblade piton model", + "classic upgrade options", + "around 4mm thick" + ] + } + } + }, + { + "query": "Looking for a reliable vacuum bottle with a strong vacuum action and an innovative, travel-friendly lid design. Ideally, it should have a feature that allows it to be clipped onto a bag or backpack. Had a terrible experience with my last bottle due to leaks, need recommendations for a more dependable one.", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "reliable vacuum bottle", + "strong vacuum action", + "innovative, travel-friendly lid design", + "feature that allows it to be clipped onto a bag or backpack", + "dependable", + "avoid leaks" + ] + } + } + }, + { + "query": "Is there a Faraday pouch by DAS Distribution available that is compatible with the P-SB7 Spirit Box?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "DAS Distribution" + ], + "product": [ + "Faraday pouch", + "compatible with the P-SB7 Spirit Box" + ] + } + } + }, + { + "query": "Is there a reliable, portable shower from a reputable brand like Coleman that can consistently function well under extreme outdoor conditions?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Coleman" + ], + "product": [ + "reliable, portable shower", + "function well under extreme outdoor conditions" + ] + } + } + }, + { + "query": "Looking for a disc golf driver that combines both accuracy and distance. Preferably one constructed with a durable plastic material that offers a good grip. Ideal if it has a stability rating of about -0.5. Any recommendations?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "disc golf driver" + ], + "product": [ + "combines both accuracy and distance", + "durable plastic material", + "good grip", + "stability rating of about -0.5" + ] + } + } + }, + { + "query": "Looking for a pocket-sized, non-reflective black flashlight that is bright enough to read ID cards in my car without needing the dome light. Any recommendations?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "pocket-sized, non-reflective black flashlight", + "bright enough to read ID cards in my car without needing the dome light" + ] + } + } + }, + { + "query": "Can you suggest an outboard motor that features a CDI ignition system and includes a free liter of engine oil?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "outboard motor", + "features a CDI ignition system", + "includes a free liter of engine oil" + ] + } + } + }, + { + "query": "What are some strong and durable G-10 grips compatible with P228/P229? I've been considering the Hogue Rubber 2-piece Grip Wrap for Sig Sauer P228 and P229 .357 9 mm .40. Any recommendations?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Hogue" + ], + "product": [ + "strong and durable G-10 grips compatible with P228/P229", + "Rubber 2-piece Grip Wrap for Sig Sauer P228 and P229 .357 9 mm .40" + ] + } + } + }, + { + "query": "Looking for a glass top display frame for exhibiting my collection of vintage fishing lures. I've noticed that many customers often pair it with a 2-inch 350BK Display Frame with Glass Top. Can you help me find something similar?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "glass top display frame for exhibiting vintage fishing lures", + "paired with a 2-inch 350BK Display Frame with Glass Top" + ] + } + } + }, + { + "query": "What's a recommended smart strength training device that can track different exercises, suitable for both gym and home use or even while traveling? Ideally, it should also provide features to track and manage workout progress.", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "smart strength training device" + ], + "product": [ + "track different exercises", + "suitable for both gym and home use", + "suitable for traveling", + "track and manage workout progress" + ] + } + } + }, + { + "query": "What are some recommended Ledsniper iron sights to purchase?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Ledsniper" + ], + "product": [ + "iron sights" + ] + } + } + }, + { + "query": "Where can I find a fan scarf that is longer than 5 feet?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "fan scarf longer than 5 feet" + ] + } + } + }, + { + "query": "What are some good Power Systems thigh straps for hip, glute, and thigh strengthening workouts?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Power Systems" + ], + "product": [ + "thigh straps for hip, glute, and thigh strengthening workouts" + ] + } + } + }, + { + "query": "Looking for a new wallet similar to the Rico Industries NCAA Auburn Tigers Embossed Leather Trifold Wallet, Tan that also matches my NCAA fan aesthetic. Any suggestions?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "new wallet", + "similar to the Rico Industries NCAA Auburn Tigers Embossed Leather Trifold Wallet, Tan", + "matches my NCAA fan aesthetic" + ] + } + } + }, + { + "query": "As a devoted Boston sports enthusiast, I loved putting together the Boston Bruins Hockey Club 150pc Jigsaw Puzzle. Now, I'm interested in finding a Boston Red Sox puzzle. I've heard positive reviews about Dowdle Folk Art's jigsaw puzzles. Do they have a Boston Red Sox puzzle that could be suggested to me?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Dowdle Folk Art" + ], + "product": [ + "Boston Red Sox puzzle" + ] + } + } + }, + { + "query": "Looking for men's insulated pants suitable for heavy rain, up to 10k water resistance, and with reinforced cuffs specifically for added protection in parking lots. Any suggestions?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "pants" + ], + "product": [ + "men's insulated pants suitable for heavy rain", + "reinforced cuffs specifically for added protection in parking lots" + ] + } + } + }, + { + "query": "Is there a women's commuter bike that features easy mounting/dismounting due to a low bar, ergonomic steering, and the NuVinci Smooth Cruise Seamless Shifting system for hassle-free commuting?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "bike" + ], + "product": [ + "women's commuter bike", + "easy mounting/dismounting due to a low bar", + "ergonomic steering", + "NuVinci Smooth Cruise Seamless Shifting system", + "hassle-free commuting" + ] + } + } + }, + { + "query": "Can you suggest a USA Ultimate approved disc that has a diameter of 27 cm and is comfortable to grip?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "disc" + ], + "product": [ + "USA Ultimate approved", + "diameter of 27 cm", + "comfortable to grip" + ] + } + } + }, + { + "query": "Looking for the best plush slippers for kids, ideally with a Minnesota Vikings theme. Could this be a great gift option?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "slippers" + ], + "product": [ + "plush slippers for kids", + "Minnesota Vikings theme", + "great gift option" + ] + } + } + }, + { + "query": "Looking for an O'Neill Wetsuits that has internally and externally water-sealed seams, suitable for waters ranging from 48-55 degrees and above. Need to avoid anything similar to the Air XDS neoprene suit, as my last one tore easily.", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "O'Neill" + ], + "product": [ + "wetsuits with internally and externally water-sealed seams", + "suitable for waters ranging from 48-55 degrees and above", + "avoid anything similar to the Air XDS neoprene suit" + ] + } + } + }, + { + "query": "What is a comfortable and well-made Dallas Cowboys men's practice tank that's officially licensed by the NFL?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "NFL" + ], + "product": [ + "comfortable and well-made Dallas Cowboys men's practice tank", + "officially licensed by the NFL" + ] + } + } + }, + { + "query": "Can you recommend a pair of footie socks that offer a universal fit, additional cushioning, and increased durability?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "footie socks", + "universal fit", + "additional cushioning", + "increased durability" + ] + } + } + }, + { + "query": "Is there a budget-friendly, lightweight cooler that would work well with the Cooler Shock 4 Mid Size Freeze Packs 10\"x 9\", and not be too expensive?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "budget-friendly, lightweight cooler", + "work well with the Cooler Shock 4 Mid Size Freeze Packs 10\"x 9\"", + "not be too expensive" + ] + } + } + }, + { + "query": "Can you recommend a lightweight swim set that weighs just under a pound?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "lightweight swim set that weighs just under a pound" + ] + } + } + }, + { + "query": "What are some good 5x10 inch wooden signs for football wreaths that Seahawks fans would love? It's going to be used specifically for them.", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "wooden signs" + ], + "product": [ + "5x10 inch wooden signs for football wreaths that Seahawks fans would love", + "used specifically for Seahawks fans" + ] + } + } + }, + { + "query": "Looking for recommendations on an adjustable, high-quality dog collar from Hunter that features a Redskins theme.", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Hunter" + ], + "product": [ + "adjustable, high-quality dog collar", + "Redskins theme" + ] + } + } + }, + { + "query": "What's a good winter hat with earflaps for my 3-year-old child to keep them warm during cold weather?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "winter hat" + ], + "product": [ + "winter hat with earflaps for 3-year-old child", + "keep them warm during cold weather" + ] + } + } + }, + { + "query": "Looking for a Hello Kitty golf tee and ball holder recommendation.", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Hello Kitty" + ], + "product": [ + "golf tee and ball holder" + ] + } + } + }, + { + "query": "Can you recommend a dive mask that would work well with the Dive Mask Freediving Mask Spearfishing Mask Low Volume Mini Mask? I need the two masks to be compatible for my diving activities.", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "a dive mask", + "work well with the Dive Mask Freediving Mask Spearfishing Mask Low Volume Mini Mask", + "compatible for diving activities" + ] + } + } + }, + { + "query": "Looking for a large pack of high-quality pistol and rifle cleaning cloths that can match the performance of my Otis Technology Microfiber Gun Cloths. Can you suggest a similar reliable product?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "large pack of high-quality pistol and rifle cleaning cloths", + "match the performance of Otis Technology Microfiber Gun Cloths", + "similar reliable product" + ] + } + } + }, + { + "query": "What exercise bike options, measuring around 47.2 x 24.4 x 52.4 inches, offer a lifetime warranty on the frame for assured durability and reliability?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "exercise bike" + ], + "product": [ + "measuring around 47.2 x 24.4 x 52.4 inches", + "lifetime warranty on the frame", + "assured durability and reliability" + ] + } + } + }, + { + "query": "Searching for a foam insulated bottle holder with polyester layering. Preferably with a shoulder strap and extra compartment, but not essential to have backpack connectivity or carry handles. While not needing to be largely oversized, it would be beneficial if the bottle can be accessed without fully removing it from the holder.", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "foam insulated bottle holder with polyester layering", + "shoulder strap", + "extra compartment", + "not essential to have backpack connectivity or carry handles", + "not largely oversized", + "bottle can be accessed without fully removing it from the holder" + ] + } + } + }, + { + "query": "Can you suggest a high-quality HFC brand airsoft gun?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "HFC" + ], + "product": [ + "high-quality airsoft gun" + ] + } + } + }, + { + "query": "Can you suggest a leather shoulder holster system from Falco Holsters that is sold directly by the manufacturer for the most competitive price?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Falco Holsters" + ], + "product": [ + "leather shoulder holster system", + "sold directly by the manufacturer", + "most competitive price" + ] + } + } + }, + { + "query": "What pair of tactical folding knives would complement a 7.75\" Tac Force Camo Spring Assisted Tactical Folding Knife Blade Pocket Open? I'm looking for a promising recommendation suitable to form a set.", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "7.75\" Tac Force Camo Spring Assisted Tactical Folding Knife Blade Pocket Open", + "pair of tactical folding knives", + "complement", + "suitable to form a set" + ] + } + } + }, + { + "query": "Can you recommend a comfortable men's triathlon skinsuit with a front zip? Ideally, it would be designed with carbon panels for reduced friction and strategic fabric placement to boost performance and prevent skin inflammation.", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "triathlon skinsuit" + ], + "product": [ + "comfortable men's triathlon skinsuit with a front zip", + "designed with carbon panels for reduced friction", + "strategic fabric placement to boost performance", + "prevent skin inflammation" + ] + } + } + }, + { + "query": "Is there a charming and unique universal fitting head decoration available that's inspired by Ariel from the Little Mermaid?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "charming and unique universal fitting head decoration", + "inspired by Ariel from the Little Mermaid" + ] + } + } + }, + { + "query": "Looking for a DIY stained glass ornament kit that will look stunning when displayed in a window. Open to any brand and design.", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "DIY stained glass ornament kit" + ], + "product": [ + "stunning when displayed in a window" + ] + } + } + }, + { + "query": "I'm looking for high-quality vinyl Virginia Tech Hokies decals for Cornhole. They should be die-cut and have no edges or background. Can you recommend any?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "high-quality vinyl Virginia Tech Hokies decals for Cornhole", + "die-cut", + "no edges or background" + ] + } + } + }, + { + "query": "Can you suggest an inversion slant board with a solid foam cushion for maximum support that also complements home decor?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "inversion slant board with a solid foam cushion for maximum support", + "complements home decor" + ] + } + } + }, + { + "query": "What are some broadheads that are frequently purchased with the Dead Ringer White Tail Freaks Super-Freak 100 Grain Broadhead, Stainless?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "Dead Ringer White Tail Freaks Super-Freak 100 Grain Broadhead, Stainless", + "broadheads that are frequently purchased with the Dead Ringer White Tail Freaks Super-Freak 100 Grain Broadhead, Stainless" + ] + } + } + }, + { + "query": "I'm looking for a children's sleeping bag that would pair nicely with our cherished Disney Hello Kitty Sleeping Bag on our family camping adventures. Any recommendations?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "children's sleeping bag", + "pair nicely with Disney Hello Kitty Sleeping Bag", + "family camping adventures" + ] + } + } + }, + { + "query": "Looking for a durable, dust-resistant and waterproof protective case with convenient rubber grip handle. Does it also come with solid wheels featuring metal bearings for smooth movement?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "durable, dust-resistant and waterproof protective case", + "convenient rubber grip handle", + "solid wheels featuring metal bearings for smooth movement" + ] + } + } + }, + { + "query": "What's a good portable camping toilet that works well with Reliance Products Bio-Blue Toilet Deodorant Chemicals (12-Pack) for managing smells, and also compatible with the Thetford 260P Marine Porta Potti for easy transportation? It should be suitable for practical use during wilderness adventures.", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "portable camping toilet", + "works well with Reliance Products Bio-Blue Toilet Deodorant Chemicals (12-Pack)", + "compatible with the Thetford 260P Marine Porta Potti", + "suitable for practical use during wilderness adventures" + ] + } + } + }, + { + "query": "Looking for a Bimini top release pin compatible with a Bimini Boat Top. Preferably, it should have a quick release pin and a cable, but not a spring-loaded design as it caused issues in the past.", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "Bimini top release pin", + "compatible with a Bimini Boat Top", + "quick release pin and a cable", + "not a spring-loaded design" + ] + } + } + }, + { + "query": "What's a spacious and versatile Lowe Alpine hiking backpack with a good airflow system, such as AirZone technology, that you would recommend?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Lowe Alpine" + ], + "product": [ + "spacious and versatile hiking backpack", + "good airflow system", + "AirZone technology" + ] + } + } + }, + { + "query": "Can you recommend any Sideline Hobby bingo sheets, preferably featuring around 500 sheets and made from newspaper print?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Sideline Hobby" + ], + "product": [ + "bingo sheets", + "around 500 sheets", + "made from newspaper print" + ] + } + } + }, + { + "query": "Looking for a tight, secure, non-slip armband for an MP3 player with a transparent window to allow easy setting adjustments while protecting the device.", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "tight, secure, non-slip armband for an MP3 player with a transparent window to allow easy setting adjustments while protecting the device" + ] + } + } + }, + { + "query": "Can you suggest a compact wallet with an NFL team logo that's capable of holding cash, cards, and ID securely? I'm not worried about the size.", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "wallet" + ], + "product": [ + "compact wallet with an NFL team logo", + "capable of holding cash, cards, and ID securely" + ] + } + } + }, + { + "query": "Looking for a baseball glove made from Buffalo Palm and Shell/Mesh with a manufacturer's warranty, size and fitting aren't important, Can you assist?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "baseball glove" + ], + "product": [ + "made from Buffalo Palm and Shell/Mesh", + "manufacturer's warranty" + ] + } + } + }, + { + "query": "What 8x10 inch Barry Bonds collectible item featuring his portrait would you recommend for a big fan?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "8x10 inch Barry Bonds collectible item featuring his portrait" + ] + } + } + }, + { + "query": "Can you suggest a compact backpack that comes with secure waist straps, offers dual shoulder support, and features a dual water bottle system? I'm not a fan of large backpacks, so something smaller would be ideal.", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "backpack" + ], + "product": [ + "compact backpack", + "secure waist straps", + "dual shoulder support", + "dual water bottle system", + "smaller size" + ] + } + } + }, + { + "query": "Can you recommend a swimwear from TYR brand that has a similar style to TYR Alliance Team Lightning Diamondback?", + "answer": { + "Metapath": "brand -> product -> product", + "Restriction": { + "brand": [ + "TYR" + ], + "product": [ + "swimwear", + "similar style to TYR Alliance Team Lightning Diamondback" + ] + } + } + }, + { + "query": "What's a good rubber grip with comfortable finger grooves for the Ruger 22/45 RP that can help enhance grip and accuracy?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "rubber grip with comfortable finger grooves for the Ruger 22/45 RP", + "enhance grip and accuracy" + ] + } + } + }, + { + "query": "Where can I find an authentic University of Kentucky T-shirt that is officially licensed, fits comfortably, and remains durable after washing? It would be preferable if it includes official tags as proof of authenticity.", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "T-shirt" + ], + "product": [ + "authentic University of Kentucky T-shirt", + "officially licensed", + "fits comfortably", + "remains durable after washing", + "includes official tags as proof of authenticity" + ] + } + } + }, + { + "query": "Can you suggest a beach blanket that can be compressed to fit in a 5x7 inch pouch, but expand to approximately 7x6 feet? It should be lightweight, wind-resistant up to 15 mph, and compatible with my Pacific Breeze Easy Setup Beach Tent.", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "beach blanket", + "compressed to fit in a 5x7 inch pouch", + "expand to approximately 7x6 feet", + "lightweight", + "wind-resistant up to 15 mph", + "compatible with Pacific Breeze Easy Setup Beach Tent" + ] + } + } + }, + { + "query": "Can you suggest a black streak remover spray for my truck that's easy to use and doesn't require hard scrubbing? Ideally, I'd like something that can quickly clean black spots with a simple spray and wipe process.", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "spray" + ], + "product": [ + "black streak remover spray for truck", + "easy to use", + "doesn't require hard scrubbing", + "quickly clean black spots with a simple spray and wipe process" + ] + } + } + }, + { + "query": "Looking for an officially licensed gift related to the Pittsburgh Penguins gnome. Any recommendations?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "officially licensed gift related to the Pittsburgh Penguins gnome" + ] + } + } + }, + { + "query": "Can you recommend some lightweight green paintball goggles?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "lightweight green paintball goggles" + ] + } + } + }, + { + "query": "Looking for a fishing lure that's effective when fishing from piers and bridges. Have previously had excellent results with Gotchas which attracted various types of fish. Want something of a similar standard.", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "fishing lure", + "effective when fishing from piers and bridges", + "similar standard to Gotchas", + "attracted various types of fish" + ] + } + } + }, + { + "query": "Where can I find delightful alligator feet-themed slippers with an animal-inspired design?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "slippers" + ], + "product": [ + "delightful alligator feet-themed slippers with an animal-inspired design" + ] + } + } + }, + { + "query": "What are some options for black women's Dodgers shirts?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "shirts" + ], + "product": [ + "black women's Dodgers shirts" + ] + } + } + }, + { + "query": "Does Amazon sell hip-mounted crossbow quivers that can hold three arrows?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Amazon" + ], + "product": [ + "hip-mounted crossbow quivers that can hold three arrows" + ] + } + } + }, + { + "query": "Looking for a lightweight, 100% polyester cap suitable for sensitive skin. Preferably with a logo design on the front and offers a comfortable fit.", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "lightweight, 100% polyester cap", + "suitable for sensitive skin", + "logo design on the front", + "comfortable fit" + ] + } + } + }, + { + "query": "What are some golf tees that would work well with my 12-pack of Nitro Maximum Distance Golf Balls?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "golf tees", + "work well with my 12-pack of Nitro Maximum Distance Golf Balls" + ] + } + } + }, + { + "query": "Can you suggest a one-size-fits-all winter loop scarf available in multiple colors, with a rough circumference of 59 inches and width around 12 inches?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "one-size-fits-all winter loop scarf", + "available in multiple colors", + "rough circumference of 59 inches", + "width around 12 inches" + ] + } + } + }, + { + "query": "What type of Mizuno bamboo wood baseball bat is frequently used with a Tiger Stick! in the wrapper 4.25 oz Hand Grip Pine Tar Baseball Bat?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Mizuno" + ], + "product": [ + "bamboo wood baseball bat", + "frequently used with a Tiger Stick! in the wrapper 4.25 oz Hand Grip Pine Tar Baseball Bat" + ] + } + } + }, + { + "query": "Can you suggest a medium size weighted shirt system for me, where the sizing is perfectly accurate?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "medium size weighted shirt system", + "sizing is perfectly accurate" + ] + } + } + }, + { + "query": "Is there a lightweight, sophisticated tote bag suitable for the workplace available?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "tote bag" + ], + "product": [ + "lightweight", + "sophisticated", + "suitable for the workplace" + ] + } + } + }, + { + "query": "Looking for a well-known brand's kiteboarding trainer kite harness bundle, such as HQ Power Kites, Peter Lynn, CX, or WindBone.", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "HQ Power Kites", + "Peter Lynn", + "CX", + "WindBone" + ], + "product": [ + "kiteboarding trainer kite harness bundle" + ] + } + } + }, + { + "query": "Looking for a Coleman 3-in-1 rain poncho that features Kansas State team colors and logos, and can also function as a stadium blanket or seat cushion.", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Coleman" + ], + "product": [ + "3-in-1 rain poncho that features Kansas State team colors and logos", + "can also function as a stadium blanket or seat cushion" + ] + } + } + }, + { + "query": "Where can I find a sophisticated women's beanie with detailed cabling and intricate design? I would also need it to have a risk-free purchase option, with the ability to return for a full refund if required.", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "beanie" + ], + "product": [ + "sophisticated women's beanie with detailed cabling and intricate design", + "risk-free purchase option", + "return for a full refund" + ] + } + } + }, + { + "query": "Where can I find an MLB Arizona Diamondbacks alternative replica jersey with an original team locker tag for an authentic team spirit experience?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "jersey" + ], + "product": [ + "MLB Arizona Diamondbacks alternative replica jersey with an original team locker tag for an authentic team spirit experience" + ] + } + } + }, + { + "query": "Can you recommend a women's shirt from the CP Clothing range that has been listed on Amazon since early 2015?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "CP Clothing" + ], + "product": [ + "women's shirt", + "listed on Amazon since early 2015" + ] + } + } + }, + { + "query": "Are there any USA-made salt grinders available on Amazon that cater to my Clemson fandom?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "USA-made salt grinders available on Amazon", + "Clemson fandom" + ] + } + } + }, + { + "query": "Where can I find a Milwaukee Brewers royal blue T-shirt with a vintage, washed-out look that's made from ultra-soft fabric for all-day comfort?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Milwaukee Brewers" + ], + "product": [ + "royal blue T-shirt with a vintage, washed-out look", + "made from ultra-soft fabric for all-day comfort" + ] + } + } + }, + { + "query": "Where can I find a 100% cotton baby bib, perfect as a gift for a Bayern Munich fanatic, and features the Bayern Munich branding for a comfortable fit?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Bayern Munich" + ], + "product": [ + "100% cotton baby bib", + "perfect as a gift for a Bayern Munich fanatic", + "features the Bayern Munich branding", + "comfortable fit" + ] + } + } + }, + { + "query": "Where can I find a high-quality marine impeller from a trusted brand like Sierra? I have previously purchased a Sierra International Lower Unit Seal Kit for my Johnson/Evinrude outboard motor. What are some complementary products that are commonly used with this seal kit?", + "answer": { + "Metapath": "brand -> product -> product", + "Restriction": { + "brand": [ + "Sierra" + ], + "product": [ + "high-quality marine impeller", + "Sierra International Lower Unit Seal Kit for Johnson/Evinrude outboard motor", + "complementary products commonly used with this seal kit" + ] + } + } + }, + { + "query": "Is there a bicycle saddle water system that is easy to adjust, fits perfectly with the Cobb Seat, and keeps me hydrated?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "bicycle saddle water system", + "easy to adjust", + "fits perfectly with the Cobb Seat", + "keeps me hydrated" + ] + } + } + }, + { + "query": "What's a good camping wood stove that can easily fit inside my Dutch oven? I frequently use the BeGrit Backpacking Camping Cookware Picnic Camp Cooking Cook Set for Hiking (8pcs/Set, 410 Stainless Steel) during my hikes and I'm looking for a stove that is compatible with this set.", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "camping wood stove", + "fit inside my Dutch oven", + "compatible with BeGrit Backpacking Camping Cookware Picnic Camp Cooking Cook Set for Hiking (8pcs/Set, 410 Stainless Steel)" + ] + } + } + }, + { + "query": "Are there any durable kids sport watches with a high-quality plastic case, stainless steel back cover, and buckle? Ideally, it should be packaged in an elegant box suitable for gifting.", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "kids sport watches" + ], + "product": [ + "durable", + "high-quality plastic case", + "stainless steel back cover", + "buckle", + "packaged in an elegant box suitable for gifting" + ] + } + } + }, + { + "query": "Looking for a compatible Beretta pistol adapter for my Beretta 96 that also works seamlessly with the NcStar Beretta 92 Pistol Accessory Rail Adapter (MADBER).", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "Beretta pistol adapter", + "compatible with Beretta 96", + "works seamlessly with the NcStar Beretta 92 Pistol Accessory Rail Adapter (MADBER)" + ] + } + } + }, + { + "query": "Can you recommend high-quality rifle shooting targets that instantly indicate whether a shot is a hit or miss and come with a minimum of 120 pasters?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "rifle shooting targets" + ], + "product": [ + "high-quality", + "instantly indicate whether a shot is a hit or miss", + "minimum of 120 pasters" + ] + } + } + }, + { + "query": "What are some lightweight golf bags that are typically recommended to pair with the Grey Bennington QO-14 Quiet Organizer Golf Cart Bag?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "lightweight golf bags", + "recommended to pair with the Grey Bennington QO-14 Quiet Organizer Golf Cart Bag" + ] + } + } + }, + { + "query": "What are some comfortable compression socks that can be worn for a long duration and match with Copper Fit Unisex Sport Socks compression anti odor 3 Pair L/XL(9-12)? Also, how can I print the return shipping label?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "comfortable compression socks", + "worn for a long duration", + "match with Copper Fit Unisex Sport Socks compression anti odor 3 Pair L/XL(9-12)" + ] + } + } + }, + { + "query": "Can I find a Chicago White Sox baseball jersey that's unique and has a distinctive 2-button placket on Amazon? Also, is there an option to customize the jersey with my preferred name and number? I have recently bought a Profile Big & Tall MLB Chicago White Sox Women's Team Short Sleeved Screen T-Shirt in 2X black, and I'm looking for a matching jersey.", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Chicago White Sox" + ], + "product": [ + "baseball jersey", + "unique", + "distinctive 2-button placket", + "customize with preferred name and number", + "matching jersey for Profile Big & Tall MLB Chicago White Sox Women's Team Short Sleeved Screen T-Shirt in 2X black" + ] + } + } + }, + { + "query": "Can you recommend a gym mat around 180 x 60 x 1.5 cm that is easily sanitized after using for a workout?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "gym mat around 180 x 60 x 1.5 cm", + "easily sanitized after using for a workout" + ] + } + } + }, + { + "query": "Is there a soft and comfortable Fanmats Tailgater Rug suitable for Florida State events?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Fanmats" + ], + "product": [ + "soft and comfortable Tailgater Rug suitable for Florida State events" + ] + } + } + }, + { + "query": "What other Dallas Cowboys-themed items would pair well with the Uno card set and Blue Shoe Laces I've added to my cart, aimed to spice up our game nights like a crowd cheering for a touchdown?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "Dallas Cowboys-themed items", + "pair well with the Uno card set and Blue Shoe Laces", + "spice up our game nights like a crowd cheering for a touchdown" + ] + } + } + }, + { + "query": "Where can I find a pair of Forever Collectibles sneaker slippers that are 100% NFL-licensed and specifically designed for the 2015 San Diego Chargers?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Forever Collectibles" + ], + "product": [ + "sneaker slippers that are 100% NFL-licensed and specifically designed for the 2015 San Diego Chargers" + ] + } + } + }, + { + "query": "What lightweight hoodies similar to the \"Yoga Clothing For You Ladies Lotus Flower Tri-Blend Hoodie\" have been available on Amazon since 2014?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "lightweight hoodies similar to the 'Yoga Clothing For You Ladies Lotus Flower Tri-Blend Hoodie'", + "available on Amazon since 2014" + ] + } + } + }, + { + "query": "Can you recommend a high-quality, dishwasher-safe water bottle with a blue body and orange cap?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "high-quality", + "dishwasher-safe", + "water bottle with a blue body and orange cap" + ] + } + } + }, + { + "query": "Does Amazon carry Broad Bay backpacks designed for the University of Nebraska?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Broad Bay" + ], + "product": [ + "backpacks designed for the University of Nebraska" + ] + } + } + }, + { + "query": "Looking for a new, factory-sealed service manual specifically for a 1986-1998 OMC Cobra Stern Drive. Preferably, the manual should be easy to understand for those without much automotive knowledge.", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "new, factory-sealed service manual for a 1986-1998 OMC Cobra Stern Drive", + "easy to understand for those without much automotive knowledge" + ] + } + } + }, + { + "query": "What is the compatible marine flush base for a Driftmaster 255HR Duo Rod Holder with 1/2-Inch Stem in Black Finish that customers typically buy together? Preferably, it should be from Driftmaster.", + "answer": { + "Metapath": "product -> product <- brand", + "Restriction": { + "product": [ + "Driftmaster 255HR Duo Rod Holder with 1/2-Inch Stem in Black Finish", + "compatible marine flush base" + ], + "brand": [ + "Driftmaster" + ] + } + } + }, + { + "query": "Can you recommend a high-quality men's crew shirt with a scalloped hem? I'm looking for one that provides a comfortable fit, not too snug or too baggy. I'm flexible with sizes.", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "men's crew shirt" + ], + "product": [ + "high-quality men's crew shirt with a scalloped hem", + "comfortable fit, not too snug or too baggy" + ] + } + } + }, + { + "query": "What's the best non-stick camping cookware set that works seamlessly with the TRANGIA 28-T Mini Trangia, Trangia 27-2 UL Stove Kit, and the Trangia - X2 Multifuel Burner Part Kit, and also offers easy clean-up after cooking?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "non-stick camping cookware set", + "works seamlessly with the TRANGIA 28-T Mini Trangia", + "works seamlessly with the Trangia 27-2 UL Stove Kit", + "works seamlessly with the Trangia - X2 Multifuel Burner Part Kit", + "offers easy clean-up after cooking" + ] + } + } + }, + { + "query": "Can you recommend a high-quality Houston Astros rainbow replica baseball jersey with embroidered graphics? I recently purchased a navy blue and orange adjustable Astros hat and would like a jersey to match it.", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "high-quality Houston Astros rainbow replica baseball jersey with embroidered graphics", + "match a navy blue and orange adjustable Astros hat" + ] + } + } + }, + { + "query": "Is it possible to find a discontinued, rare Nike silicone wristband bracelet that isn't in blue?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Nike" + ], + "product": [ + "discontinued", + "rare", + "silicone wristband bracelet", + "not in blue" + ] + } + } + }, + { + "query": "What are some fitting and visually appealing Bike V-Brake M10 Boss Covers caps specifically for an MTB Frame or Fork with V Mounts?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "Bike V-Brake M10 Boss Covers caps" + ], + "product": [ + "fitting and visually appealing", + "specifically for an MTB Frame or Fork with V Mounts" + ] + } + } + }, + { + "query": "What are some durable Philadelphia Phillies fan signs with a baked-on finish that would be suitable for a man cave?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "fan signs" + ], + "product": [ + "durable Philadelphia Phillies fan signs with a baked-on finish", + "suitable for a man cave" + ] + } + } + }, + { + "query": "Looking for a FISHIN ADDICT brand fishing lure with a double hook design for weedless fishing. Could you assist?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "FISHIN ADDICT" + ], + "product": [ + "fishing lure with a double hook design for weedless fishing" + ] + } + } + }, + { + "query": "What's the best Texas A&M Aggies camouflage car decal that has strong adherence to vehicles?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "Texas A&M Aggies camouflage car decal", + "strong adherence to vehicles" + ] + } + } + }, + { + "query": "Could you suggest any imported women's hoodies with a banded hem that I should consider buying?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "hoodies" + ], + "product": [ + "imported women's hoodies with a banded hem" + ] + } + } + }, + { + "query": "Looking for a Pedalite chain lubricant that is eco-friendly, avoids the use of petrochemicals and palm oil, and is non-toxic. Does it perform as well as traditional chain lubricants? Not primarily concerned about the price but highly value quality.", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Pedalite" + ], + "product": [ + "chain lubricant that is eco-friendly", + "avoids the use of petrochemicals and palm oil", + "non-toxic", + "performs as well as traditional chain lubricants", + "highly value quality" + ] + } + } + }, + { + "query": "What are some alternatives to vinyl-made eye strip decorations from Party Animal? I'm looking for something more suitable.", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Party Animal" + ], + "product": [ + "vinyl-made eye strip decorations", + "alternatives", + "more suitable" + ] + } + } + }, + { + "query": "What is a budget-friendly fishing bait that pairs well with a Water Gremlin Egg Sinker Pro-Pack and a Berkley Pack PowerBait Power Honey Worm?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "budget-friendly fishing bait", + "pairs well with a Water Gremlin Egg Sinker Pro-Pack", + "pairs well with a Berkley Pack PowerBait Power Honey Worm" + ] + } + } + }, + { + "query": "Looking for a PICNIC TIME brand portable sports chair with visible handles when folded. Does it also have an extra-wide seat for comfort?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "PICNIC TIME" + ], + "product": [ + "portable sports chair with visible handles when folded", + "extra-wide seat for comfort" + ] + } + } + }, + { + "query": "Can you help me find a women's chronograph watch by Invicta on Amazon?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Invicta" + ], + "product": [ + "women's chronograph watch" + ] + } + } + }, + { + "query": "What are some finger strength trainers that are good for practicing guitar and mandolin which come with a lifetime warranty?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "finger strength trainers" + ], + "product": [ + "good for practicing guitar and mandolin", + "come with a lifetime warranty" + ] + } + } + }, + { + "query": "What's a highly comfortable, flexible, and performance-rated rashguard that can be a perfect match with my Anthem Athletics MIDNIGHT Ranked Competition Rash Guard Compression Shirt for BJJ and MMA?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "highly comfortable, flexible, and performance-rated rashguard", + "perfect match with my Anthem Athletics MIDNIGHT Ranked Competition Rash Guard Compression Shirt for BJJ and MMA" + ] + } + } + }, + { + "query": "Looking for cycling gloves with a soft thumb wiping surface for sweat absorption. Can they also complement my Trideer Workout Gloves that I use for weightlifting? Don't worry about the size.", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "cycling gloves with a soft thumb wiping surface for sweat absorption", + "complement my Trideer Workout Gloves for weightlifting" + ] + } + } + }, + { + "query": "I'm searching for a men's hoodie with an NFL team logo, ribbed trim, and made from a comfortable blend of cotton and polyester. I reside within the United States, so no need for international shipping options.", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "hoodie" + ], + "product": [ + "men's hoodie with an NFL team logo", + "ribbed trim", + "comfortable blend of cotton and polyester" + ] + } + } + }, + { + "query": "I'm looking for a Drake's Game Day collection long sleeve tee that has been available on Amazon since summer 2015. I want to add to my collection of authentic merchandise. Can you assist?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Drake's" + ], + "product": [ + "Game Day collection long sleeve tee available on Amazon since summer 2015", + "authentic merchandise" + ] + } + } + }, + { + "query": "Can you recommend a lightweight OTF knife with an efficient gear mechanism?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "lightweight OTF knife with an efficient gear mechanism" + ] + } + } + }, + { + "query": "What are some recommended fishing leader lines by Vicious Fishing?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Vicious Fishing" + ], + "product": [ + "fishing leader lines" + ] + } + } + }, + { + "query": "Is there a BMX rear wheel capable of withstanding jumps and tricks at the skatepark while still offering a smooth ride? Also, how will a Black Ops Micro Drive Dual Core UL BMX Chainring, 25t, pair with my BMX bike?", + "answer": { + "Metapath": "category -> product -> product", + "Restriction": { + "category": [ + "BMX rear wheel" + ], + "product": [ + "capable of withstanding jumps and tricks at the skatepark while still offering a smooth ride", + "Black Ops Micro Drive Dual Core UL BMX Chainring, 25t", + "pair with my BMX bike" + ] + } + } + }, + { + "query": "Could you recommend a high-temperature resistant titanium folding spork that won't impart a metallic taste or smell to my food?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "high-temperature resistant titanium folding spork", + "won't impart a metallic taste or smell to food" + ] + } + } + }, + { + "query": "Looking for a comfortable and versatile holster for my Ruger LCR revolver compatible with a black Hogue 78030 Ruger LCR Grip, Tamer, Rubber No Finger Grooves. Can you help me locate this?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "comfortable and versatile holster for Ruger LCR revolver", + "compatible with a black Hogue 78030 Ruger LCR Grip, Tamer, Rubber No Finger Grooves" + ] + } + } + }, + { + "query": "Looking for a Snake Eye Inc. knife and stand set that has fine detailing, is made from durable material like quality stainless steel, and offers excellent value for money. Can you help me find this?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Snake Eye Inc." + ], + "product": [ + "knife and stand set", + "fine detailing", + "durable material like quality stainless steel", + "excellent value for money" + ] + } + } + }, + { + "query": "Where can I find men's diabetic socks that are primarily composed of 90% cotton and 10% nylon?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "socks" + ], + "product": [ + "men's diabetic socks", + "primarily composed of 90% cotton and 10% nylon" + ] + } + } + }, + { + "query": "What are some MLB Giants sandals suitable for outdoor activities and sports?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "sandals" + ], + "product": [ + "MLB Giants sandals suitable for outdoor activities and sports" + ] + } + } + }, + { + "query": "Looking for a Douglas Net bait cage that can accommodate a variety of bait fish. Ideally, it should be around 16 inches square and approximately 12 inches deep. Any suggestions?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Douglas Net" + ], + "product": [ + "bait cage that can accommodate a variety of bait fish", + "around 16 inches square", + "approximately 12 inches deep" + ] + } + } + }, + { + "query": "Where can I find an official NFL kids t-shirt featuring a large Houston Texans logo that's safe for tumble drying?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "kids t-shirt" + ], + "product": [ + "official NFL kids t-shirt featuring a large Houston Texans logo", + "safe for tumble drying" + ] + } + } + }, + { + "query": "Can you assist me in finding a paintball harness that features spring-activated tops on the tubes that pop open?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "paintball harness" + ], + "product": [ + "features spring-activated tops on the tubes that pop open" + ] + } + } + }, + { + "query": "Is the Trailerable Snowmobile Snow Machine Sled Cover Ski-Doo MXZ MX Z Adrenaline 500 SS from 2005 to 2007 suitable for both indoor and outdoor protection? Can it also be fitted with a robust trailering system for easy transportation?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "Trailerable Snowmobile Snow Machine Sled Cover Ski-Doo MXZ MX Z Adrenaline 500 SS from 2005 to 2007", + "suitable for both indoor and outdoor protection", + "fitted with a robust trailering system for easy transportation" + ] + } + } + }, + { + "query": "Can you recommend a yoke-style life jacket with the ability to turn an unconscious person upright or slightly reclined and has a minimum buoyancy of 22 lbs?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "yoke-style life jacket", + "ability to turn an unconscious person upright or slightly reclined", + "minimum buoyancy of 22 lbs" + ] + } + } + }, + { + "query": "Can you recommend a brand new gun cleaning kit that comes with integrated bore brushes for one-pass cleaning? I'm looking for a kit that offers a quick and thorough clean.", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "brand new gun cleaning kit", + "integrated bore brushes for one-pass cleaning", + "quick and thorough clean" + ] + } + } + }, + { + "query": "Looking for a stainless steel sports water bottle that fits comfortably in my hand and car cup holder. Preferably, it should be ergonomically designed for easy grip. Can you recommend some that are BPA-free and made from food-safe materials?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "sports water bottle" + ], + "product": [ + "stainless steel", + "fits comfortably in hand and car cup holder", + "ergonomically designed for easy grip", + "BPA-free", + "made from food-safe materials" + ] + } + } + }, + { + "query": "Looking for a high-quality set of treble hooks comparable or superior to the Owner Stinger 66 Treble Hook, 3/0. They should seamlessly integrate with my existing gear.", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "high-quality set of treble hooks", + "comparable or superior to the Owner Stinger 66 Treble Hook, 3/0", + "seamlessly integrate with existing gear" + ] + } + } + }, + { + "query": "What are some recommended baton pins from the reputable brand Star Line Baton?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Star Line Baton" + ], + "product": [ + "baton pins" + ] + } + } + }, + { + "query": "Is there a university figurine from Ridgewood Collectibles that anyone can recommend?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Ridgewood Collectibles" + ], + "product": [ + "university figurine" + ] + } + } + }, + { + "query": "Looking for a pirate-themed t-shirt that has a quick delivery time. The package dimensions should be approximately 10x9x1 inches and the shipping weight should be under 8 ounces. Can you assist?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "t-shirt" + ], + "product": [ + "pirate-themed t-shirt", + "quick delivery time", + "package dimensions approximately 10x9x1 inches", + "shipping weight under 8 ounces" + ] + } + } + }, + { + "query": "Looking for a sleek folding knife similar to the Columbia River Knife & Tool CRKT 6803Z Ryan Seven Linerlock Knife. It should have a satin-finish frame and doesn't need initial sharpening. Not concerned about handle quality and smoothness.", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "a sleek folding knife", + "similar to the Columbia River Knife & Tool CRKT 6803Z Ryan Seven Linerlock Knife", + "satin-finish frame", + "doesn't need initial sharpening" + ] + } + } + }, + { + "query": "Looking for a folding knife with a black G10 handle that's textured and about half an inch thick. Are there any with steel liners for extra durability and ruggedness?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "folding knife with a black G10 handle that's textured and about half an inch thick", + "steel liners for extra durability and ruggedness" + ] + } + } + }, + { + "query": "Looking for a durable pistol case from Outdoor Connection that's crafted from high-end materials. I'm particularly interested in one with a soft, fleece interior for firearm protection and value excellent construction quality.", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Outdoor Connection" + ], + "product": [ + "durable pistol case", + "crafted from high-end materials", + "soft, fleece interior for firearm protection", + "excellent construction quality" + ] + } + } + }, + { + "query": "Looking for a comfortable swimming mask with polarized lenses, similar to the Qishi Super Big Frame swimming goggles that I've used before. Need options that won't press against my eyes and cause goggle marks. Can you recommend a pair that ensures clear underwater vision?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "comfortable swimming mask with polarized lenses", + "similar to the Qishi Super Big Frame swimming goggles", + "won't press against eyes and cause goggle marks", + "ensures clear underwater vision" + ] + } + } + }, + { + "query": "What winter gloves would you recommend for activities like biking or climbing, which are also similar to the Byoung Winter Outdoor Windproof Cycling Gloves Touchscreen Glove for Smart Phone?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "winter gloves for activities like biking or climbing", + "similar to the Byoung Winter Outdoor Windproof Cycling Gloves Touchscreen Glove for Smart Phone" + ] + } + } + }, + { + "query": "What's a good MMA training glove with about 1.75'' knuckle padding that's comfortable and easy to break in? I should mention, I don't intend to use them for grappling or any ground fighting activities.", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "MMA training glove" + ], + "product": [ + "1.75'' knuckle padding", + "comfortable", + "easy to break in", + "not for grappling or ground fighting activities" + ] + } + } + }, + { + "query": "What's the best quality olive drab MOLLE chest rig you would recommend?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "best quality olive drab MOLLE chest rig" + ] + } + } + }, + { + "query": "Looking for a no-drill, easy-to-install kayak mast tube mount that is compatible with RAM mount gear.", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "no-drill, easy-to-install kayak mast tube mount", + "compatible with RAM mount gear" + ] + } + } + }, + { + "query": "Is there a recommended AIM Sports brand recoil pad buttstock?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "AIM Sports" + ], + "product": [ + "recoil pad buttstock" + ] + } + } + }, + { + "query": "Can you suggest a high-quality picatinny rail scope mount that has a perfect finish, measures around 7.5 inches in length, and features a central channel design for lightness?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "high-quality picatinny rail scope mount", + "perfect finish", + "measures around 7.5 inches in length", + "features a central channel design for lightness" + ] + } + } + }, + { + "query": "Where can I find a UV reflective fishing spoon with a sharp treble hook?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "UV reflective fishing spoon with a sharp treble hook" + ] + } + } + }, + { + "query": "Can you suggest some AirBedz inflatable wheel well inserts?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "AirBedz" + ], + "product": [ + "inflatable wheel well inserts" + ] + } + } + }, + { + "query": "Searching for a large body wrap for firming, scent doesn't matter.", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "body wrap" + ], + "product": [ + "large body wrap for firming" + ] + } + } + }, + { + "query": "Can you recommend an internal headset that is visually stunning, colorful, and has a crown race diameter of 30.0?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "internal headset", + "visually stunning", + "colorful", + "crown race diameter of 30.0" + ] + } + } + }, + { + "query": "What are some swimming jammers similar to the SPEEDO LZR Racer Elite 2 Jammer in black and hot coral that I could add to my collection?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "swimming jammers", + "similar to the SPEEDO LZR Racer Elite 2 Jammer in black and hot coral" + ] + } + } + }, + { + "query": "Can I find 34mm black anodized aluminum rings with a wide design for a secure grip on optical devices and a hard coating for extra durability?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "34mm black anodized aluminum rings with a wide design for a secure grip on optical devices", + "hard coating for extra durability" + ] + } + } + }, + { + "query": "Looking for an NBA flag that will be a great conversation starter at social events. It should complement a 'Washington Huskies Blackout 3x5 Flag' that I recently purchased.", + "answer": { + "Metapath": "category -> product -> product", + "Restriction": { + "category": [ + "flag" + ], + "product": [ + "NBA flag", + "great conversation starter at social events", + "complement a 'Washington Huskies Blackout 3x5 Flag'" + ] + } + } + }, + { + "query": "Can you help me find a chic sleeveless shirt for women that features moisture-wicking technology, similar to Play Dry?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "sleeveless shirt" + ], + "product": [ + "chic sleeveless shirt for women", + "moisture-wicking technology", + "similar to Play Dry" + ] + } + } + }, + { + "query": "Can you help me find a ready-to-use tactical folding knife with a swift-action, approximately 2.75-inch long black stainless steel blade? I'd like it to be sharp and ready for immediate use upon delivery.", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "tactical folding knife" + ], + "product": [ + "ready-to-use", + "swift-action", + "approximately 2.75-inch long black stainless steel blade", + "sharp and ready for immediate use upon delivery" + ] + } + } + }, + { + "query": "I'm new to axe throwing and recently got the 6PC 5.5-inch Throwing Knife Set with Pouch - BLACK WIDOW SPIDER. I'm thinking about a mini throwing axe as a companion piece to get started. Can you suggest any suitable options?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "6PC 5.5-inch Throwing Knife Set with Pouch - BLACK WIDOW SPIDER", + "mini throwing axe as a companion piece to get started" + ] + } + } + }, + { + "query": "Where can I find TATAMI fight shorts?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "TATAMI" + ], + "product": [ + "fight shorts" + ] + } + } + }, + { + "query": "Can you help me find a high-quality brake winch that's made in the USA?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "high-quality brake winch", + "made in the USA" + ] + } + } + }, + { + "query": "What are some accurate and high-quality .22 caliber pellets suitable for a Ruger 22 pellet rifle?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + ".22 caliber pellets suitable for a Ruger 22 pellet rifle", + "accurate and high-quality" + ] + } + } + }, + { + "query": "What's a recommended complete sports game set suitable for 3-year-old twins who are sports enthusiasts?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "sports game set" + ], + "product": [ + "complete sports game set suitable for 3-year-old twins who are sports enthusiasts" + ] + } + } + }, + { + "query": "Is there a backpack rain cover suitable for heavy rain that is commonly paired with the Deuter Streamer 2.0?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "backpack rain cover suitable for heavy rain", + "commonly paired with the Deuter Streamer 2.0" + ] + } + } + }, + { + "query": "I'm in search of a TikiZone branded foam can holder with a camouflage pattern that fits both standard beer cans and bottles. Can it also be foldable for convenient storage? Above all, its primary function should be to effectively keep beverages cold.", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "TikiZone" + ], + "product": [ + "foam can holder with a camouflage pattern", + "fits both standard beer cans and bottles", + "foldable for convenient storage", + "effectively keep beverages cold" + ] + } + } + }, + { + "query": "What are some recommended sports towels from TooLoud regardless of size?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "TooLoud" + ], + "product": [ + "sports towels regardless of size" + ] + } + } + }, + { + "query": "Is there a Roma F.C. brand fetlock boot suitable for full-sized horses with a soft neoprene lining and durable plastic moulded exterior? I am currently using a Tough-1 Vented Sport Boots Front Pink for my horse and am looking for a similar fit.", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Roma F.C." + ], + "product": [ + "fetlock boot suitable for full-sized horses with a soft neoprene lining and durable plastic moulded exterior", + "similar fit to Tough-1 Vented Sport Boots Front Pink" + ] + } + } + }, + { + "query": "Can you recommend an NFL knit beanie with a blend of neutral, oatmeal-like shades and my favorite team's colors, featuring an embroidered team logo?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "NFL knit beanie" + ], + "product": [ + "blend of neutral, oatmeal-like shades", + "favorite team's colors", + "embroidered team logo" + ] + } + } + }, + { + "query": "Can you find a '47 brand Memphis Grizzlies t-shirt made entirely of ring spun combed cotton?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "'47" + ], + "product": [ + "Memphis Grizzlies t-shirt made entirely of ring spun combed cotton" + ] + } + } + }, + { + "query": "Can you recommend a durable peak style shelter that can serve as an instant garage for motorcycles or cars? It should come with a feature for securely squaring and locking the frame. Ideally, it will also be resistant to sunlight and can hold up well near trees. I've had a hard time finding a shelter that meets these criteria.", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "shelter" + ], + "product": [ + "durable peak style shelter", + "serve as an instant garage for motorcycles or cars", + "feature for securely squaring and locking the frame", + "resistant to sunlight", + "hold up well near trees" + ] + } + } + }, + { + "query": "Looking for a tactical medic pouch that matches the color of my current gear and integrates well with my 5.11 brand bags. Any suggestions?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "5.11" + ], + "product": [ + "tactical medic pouch", + "matches the color of current gear", + "integrates well with 5.11 brand bags" + ] + } + } + }, + { + "query": "What are some top-rated folding knives that feature a seatbelt cutter and glass breaker?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "folding knives" + ], + "product": [ + "top-rated folding knives", + "feature a seatbelt cutter and glass breaker" + ] + } + } + }, + { + "query": "Looking for large-sized disposable field towels that are unscented and can help combat odors. Can you suggest a product like this?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "field towels" + ], + "product": [ + "large-sized disposable field towels", + "unscented", + "help combat odors" + ] + } + } + }, + { + "query": "What soft plastic tube bait pairs best with the Luengo Multicolor Octopus lure and works well in a daisy chain setup or for re-skirting during trolling?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "soft plastic tube bait", + "pairs best with the Luengo Multicolor Octopus lure", + "works well in a daisy chain setup", + "re-skirting during trolling" + ] + } + } + }, + { + "query": "Where can I find a new NFL themed chrome clock if I already have batteries?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "clock" + ], + "product": [ + "new NFL themed chrome clock" + ] + } + } + }, + { + "query": "What are some highly-rated ESS Eyewear ICE NARO replacement lenses that have quick delivery and go well with the ESS ICE Smoke Gray replacement lens?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "ESS Eyewear" + ], + "product": [ + "ICE NARO replacement lenses", + "highly-rated", + "quick delivery", + "go well with the ESS ICE Smoke Gray replacement lens" + ] + } + } + }, + { + "query": "What's the best NMEA 2000 extension cable compatible with a Lowrance device? Also, I'm interested in locating an appropriate Minn Kota Adaptor Cable.", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "NMEA 2000 extension cable compatible with a Lowrance device", + "Minn Kota Adaptor Cable" + ] + } + } + }, + { + "query": "Looking for a 16-inch removable flag pole and mounting bracket suitable for a golf cart. It needs to be able to fly my MLB Cleveland Indians Boat and Golf Cart Flag without any attachment problems.", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "16-inch removable flag pole and mounting bracket suitable for a golf cart", + "able to fly MLB Cleveland Indians Boat and Golf Cart Flag without any attachment problems" + ] + } + } + }, + { + "query": "Is there a durable and strong shaving kit from Logo brand that can easily fit all my shaving essentials?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Logo" + ], + "product": [ + "durable and strong shaving kit that can easily fit all shaving essentials" + ] + } + } + }, + { + "query": "Can you help me find a bocce or petanque set that includes eight silver balls and is compatible with equipment like a Varsity Kicking Cage?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "bocce", + "petanque" + ], + "product": [ + "set that includes eight silver balls", + "compatible with equipment like a Varsity Kicking Cage" + ] + } + } + }, + { + "query": "What are some rear sights compatible with Remington rifles available at Numrich Gun Parts?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Numrich Gun Parts" + ], + "product": [ + "rear sights compatible with Remington rifles" + ] + } + } + }, + { + "query": "What's a top-rated freeze-dried durian snack with only natural ingredients, no added colorings or preservatives and offers an authentic taste experience?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "freeze-dried durian snack" + ], + "product": [ + "top-rated", + "only natural ingredients", + "no added colorings or preservatives", + "authentic taste experience" + ] + } + } + }, + { + "query": "Does MagiDeal make a coiled kayak paddle leash that would provide easy movement while keeping the paddle close to the kayak? I'm interested in a leash that could pair well with the MagiDeal 10Pcs Kayak D Rings I previously bought.", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "MagiDeal" + ], + "product": [ + "coiled kayak paddle leash", + "provide easy movement while keeping the paddle close to the kayak", + "pair well with the MagiDeal 10Pcs Kayak D Rings" + ] + } + } + }, + { + "query": "Where can I find a lightweight Vittoria road tube featuring a removable core Presta valve without threads? It would be great if it also came with a free pack of tea.", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Vittoria" + ], + "product": [ + "lightweight road tube featuring a removable core Presta valve without threads", + "free pack of tea" + ] + } + } + }, + { + "query": "Where can I find a replacement strap for my VForce Profiler goggles that works as well as the original? Any suggestions?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "replacement strap for VForce Profiler goggles", + "works as well as the original" + ] + } + } + }, + { + "query": "Looking for a special gift for my friend who is a big Harley-Davidson fan. He owns a Black and Orange Harley-Davidson Cooler. Could you suggest something similar he might like, perhaps a Harley-Davidson dartboard cabinet kit?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Harley-Davidson" + ], + "product": [ + "Black and Orange Harley-Davidson Cooler", + "Harley-Davidson dartboard cabinet kit" + ] + } + } + }, + { + "query": "Looking for a unique and stylish saddle pad with durable materials and effective quilting. Also interested in a sturdy, vinyl-coated girth guard. Bonus points for a multicolored coordinated braid. Any recommendations?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "unique and stylish saddle pad with durable materials and effective quilting", + "sturdy, vinyl-coated girth guard", + "multicolored coordinated braid" + ] + } + } + }, + { + "query": "Where can I find a high-quality, well-fitting men's long sleeve raglan crew neck shirt with a plastisol print? I'm particularly interested in NBA-themed options.", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "men's long sleeve raglan crew neck shirt" + ], + "product": [ + "high-quality", + "well-fitting", + "plastisol print", + "NBA-themed options" + ] + } + } + }, + { + "query": "Where can I find St. Louis Cardinals and Chicago Cubs prismatic decals for sale online? I live in Las Vegas and have trouble finding local merchandise for these MLB teams.", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "St. Louis Cardinals prismatic decals", + "Chicago Cubs prismatic decals" + ] + } + } + }, + { + "query": "Could you recommend a foreign-made waist pack and shoulder bag that has a design similar to those typically imported?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "foreign-made waist pack", + "foreign-made shoulder bag", + "design similar to those typically imported" + ] + } + } + }, + { + "query": "What's a good crankbait lure with a soft rollover, tight wiggle, suited for mid-depth range fishing, and fits well with the Plano FTO 3700 Size Crank Bait Organizer?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "crankbait lure with a soft rollover, tight wiggle, suited for mid-depth range fishing", + "fits well with the Plano FTO 3700 Size Crank Bait Organizer" + ] + } + } + }, + { + "query": "Could you recommend a Game Day Outfitters car magnet?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Game Day Outfitters" + ], + "product": [ + "car magnet" + ] + } + } + }, + { + "query": "Can you suggest a high-quality tactical backpack superior to budget brands like S.O.G., that would complement my ARMYCAMO 40L Outdoor Expandable Tactical Backpack? It should be suitable for outdoor activities and easily accommodate all my essentials.", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "high-quality tactical backpack", + "superior to budget brands like S.O.G.", + "complement my ARMYCAMO 40L Outdoor Expandable Tactical Backpack", + "suitable for outdoor activities", + "easily accommodate all my essentials" + ] + } + } + }, + { + "query": "What golf swing trainer can help improve my driving power? I currently use the A99 Golf Exerciser Resistance Bands and the GolfGym PowerSWING Plus for my gym workouts. So, I'm interested in a trainer that complements these pieces of equipment. Any recommendations?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "golf swing trainer", + "help improve my driving power", + "complements the A99 Golf Exerciser Resistance Bands and the GolfGym PowerSWING Plus" + ] + } + } + }, + { + "query": "Looking for a hand-picked puka shell necklace with beads that are about 10-12mm in size and comes with an 18-inch chain. It's intended for a fashionable lady.", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "necklace" + ], + "product": [ + "hand-picked puka shell necklace with beads that are about 10-12mm in size", + "18-inch chain", + "fashionable lady" + ] + } + } + }, + { + "query": "What are some sturdy foam headgear options suitable for combat sports that can be paired well with a TMAS Dyna/Rival Face Shield? I found the latter quite comfortable previously.", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "sturdy foam headgear suitable for combat sports", + "paired well with a TMAS Dyna/Rival Face Shield", + "comfortable" + ] + } + } + }, + { + "query": "Could you recommend any 50 by 60 inch NFL plush throws similar to the Officially Licensed NFL 'Old School' Mink Sherpa Throw Blanket? It's for my partner who is a big fan.", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "50 by 60 inch NFL plush throws", + "similar to the Officially Licensed NFL 'Old School' Mink Sherpa Throw Blanket" + ] + } + } + }, + { + "query": "Can you suggest a high-quality OEM Control unicycle featuring a powder-coated finish steel fork that is also easy to store in a corner?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "OEM Control" + ], + "product": [ + "high-quality unicycle featuring a powder-coated finish steel fork", + "easy to store in a corner" + ] + } + } + }, + { + "query": "Looking for a fly tying bobbin with simple drag adjustment features. Also interested in pairing it with a Rite Ceramic Standard Bobbin - any recommendations for this specific combination?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "fly tying bobbin with simple drag adjustment features", + "pairing it with a Rite Ceramic Standard Bobbin" + ] + } + } + }, + { + "query": "Looking for a high-quality women's ski jacket with a Control Zone Ventilation system and a detachable insulated hood for versatile skiing conditions.", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "ski jacket" + ], + "product": [ + "high-quality women's ski jacket", + "Control Zone Ventilation system", + "detachable insulated hood", + "versatile skiing conditions" + ] + } + } + }, + { + "query": "What are the popular magnetic bingo chips that are frequently purchased with the Bingo Magnetic Wand that comes with 100 Green Chips?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "magnetic bingo chips", + "frequently purchased with the Bingo Magnetic Wand that comes with 100 Green Chips" + ] + } + } + }, + { + "query": "Is there a fastpitch ball glove with Checkmate-style webbing that offers tight support for the thumb and pinkie?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "fastpitch ball glove with Checkmate-style webbing", + "tight support for the thumb and pinkie" + ] + } + } + }, + { + "query": "I'm searching for a wet bikini bag that is around 9.5 by 12 inches and has a water-resistant lining. It's crucial that the bag is totally waterproof. After experiencing problems with the bottom seam of a previous bag, I need a bag with a sturdy and reliable construction. Can you recommend one?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "wet bikini bag", + "around 9.5 by 12 inches", + "water-resistant lining", + "totally waterproof", + "sturdy and reliable construction" + ] + } + } + }, + { + "query": "What's a reliable picatinny/weaver rail adapter for a .22 caliber rifle around 100mm long?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + ".22 caliber rifle" + ], + "product": [ + "reliable picatinny/weaver rail adapter", + "around 100mm long" + ] + } + } + }, + { + "query": "What are some durable and popular document portfolio options?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "document portfolio" + ], + "product": [ + "durable and popular document portfolio options" + ] + } + } + }, + { + "query": "Can I find a Tachikara rubber football with molded laces that's regulation size?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Tachikara" + ], + "product": [ + "rubber football with molded laces", + "regulation size" + ] + } + } + }, + { + "query": "What are some metal keychains that would match a Tooled Leather Rifle/Shotgun Scabbard and also complement a Sig Sauer P226 Pistol with Spare Magazine in Black/Pink? Any recommendations?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "metal keychains", + "match a Tooled Leather Rifle/Shotgun Scabbard", + "complement a Sig Sauer P226 Pistol with Spare Magazine in Black/Pink" + ] + } + } + }, + { + "query": "What is a stylish scooter grip tape for skateboarding that provides a solid grip, has dimensions approximately 20 inches long and 4.5 inches wide, and offers strong adhesion?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "scooter grip tape for skateboarding" + ], + "product": [ + "stylish", + "provides a solid grip", + "dimensions approximately 20 inches long and 4.5 inches wide", + "offers strong adhesion" + ] + } + } + }, + { + "query": "Is there a daily-use folding pocket knife made from 1.4116 German Cutlery steel that you would recommend?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "daily-use folding pocket knife made from 1.4116 German Cutlery steel" + ] + } + } + }, + { + "query": "Looking for a lightweight baseball cap with top customer ratings \u2013 ideally a 5-star average. Want to ensure the shipping weight stays below 3 pounds. Can anyone recommend a good option?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "baseball cap" + ], + "product": [ + "lightweight", + "top customer ratings", + "5-star average", + "shipping weight below 3 pounds" + ] + } + } + }, + { + "query": "Can you suggest any soft and comfortable running shorts made from stretchy polyester and spandex?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "running shorts" + ], + "product": [ + "soft and comfortable", + "made from stretchy polyester and spandex" + ] + } + } + }, + { + "query": "Looking for a highly detailed and high-quality Halo 4 poster. Open to various styles and framing is not a necessity. Any recommendations?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "highly detailed and high-quality Halo 4 poster", + "various styles", + "framing is not a necessity" + ] + } + } + }, + { + "query": "Is there a Nascar Classics series diecast car available on Amazon with a working hood, trunk, and movable wheels?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "Nascar Classics series diecast car with a working hood, trunk, and movable wheels available on Amazon" + ] + } + } + }, + { + "query": "Looking for an Academy Fits snapback hat with a unique bompton design. I want to avoid any confusion with incorrect product images like before, can you ensure it perfectly matches the description and brand?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Academy Fits" + ], + "product": [ + "snapback hat with a unique bompton design", + "perfectly matches the description and brand" + ] + } + } + }, + { + "query": "What are some highly recommended skate waxes that pair well with Spitfire Curb Green / Yellow Skate Wax?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "highly recommended skate waxes", + "pair well with Spitfire Curb Green / Yellow Skate Wax" + ] + } + } + }, + { + "query": "Is there a high-quality, value for money sports poster print you can suggest?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "sports poster print" + ], + "product": [ + "high-quality", + "value for money" + ] + } + } + }, + { + "query": "Are there any Beautyko abdominal compression wraps available?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Beautyko" + ], + "product": [ + "abdominal compression wraps" + ] + } + } + }, + { + "query": "What bottle suit holder would fit best with my Boston Celtics Bottle Koozie?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "bottle suit holder", + "fit best with my Boston Celtics Bottle Koozie" + ] + } + } + }, + { + "query": "What is the best Nirve men's cruiser bike with cruiser-style handlebars? The bell quality isn't a priority for me.", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Nirve" + ], + "product": [ + "men's cruiser bike with cruiser-style handlebars" + ] + } + } + }, + { + "query": "Can you recommend a comfortable and high-performance tactical boonie hat, similar to the Rothco brand?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Rothco" + ], + "product": [ + "comfortable and high-performance tactical boonie hat" + ] + } + } + }, + { + "query": "Looking for a reverse draw crossbow that pairs well with my Barnett 78062 Raptor FX2 Crossbow, 4 x 32 Scope. It should be easy to achieve a precise aim and have a high-quality trigger. Ideally, it won't have any issues with uneven draw.", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "reverse draw crossbow", + "pairs well with my Barnett 78062 Raptor FX2 Crossbow, 4 x 32 Scope", + "easy to achieve a precise aim", + "high-quality trigger", + "won't have any issues with uneven draw" + ] + } + } + }, + { + "query": "Is there a unique women's adjustable hat available with a heathered applique featuring the team logo embroidered on it? Does this hat include a plastic snap closure for size adjustment? Also, can I have this shipped anywhere within the US?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "unique women's adjustable hat with a heathered applique featuring the team logo embroidered on it", + "plastic snap closure for size adjustment", + "shipped anywhere within the US" + ] + } + } + }, + { + "query": "Where can I find a handcuff case made by Gould & Goodrich?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Gould & Goodrich" + ], + "product": [ + "handcuff case" + ] + } + } + }, + { + "query": "Looking for recommendations for a 9-foot poker table cloth in a darker shade of grey that provides a genuine casino feel. I understand that the actual product color may be slightly different from the display.", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "poker table cloth" + ], + "product": [ + "9-foot poker table cloth in a darker shade of grey", + "genuine casino feel" + ] + } + } + }, + { + "query": "Can you suggest a pair of girls' cowgirl boots with a square toe design that is made out of cotton?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "boots" + ], + "product": [ + "girls' cowgirl boots with a square toe design", + "made out of cotton" + ] + } + } + }, + { + "query": "I need a sports watch with triple alarms that clearly shows the day, date, and month.", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "sports watch" + ], + "product": [ + "sports watch with triple alarms", + "clearly shows the day, date, and month" + ] + } + } + }, + { + "query": "Can you recommend a unique, conversation-starting knife with standout features like a chain and spring mechanism?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "unique, conversation-starting knife", + "standout features like a chain and spring mechanism" + ] + } + } + }, + { + "query": "What's a good lightweight (around 1/16 oz) fishing lure highly recommended for catching trout and smallmouth bass?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "lightweight (around 1/16 oz) fishing lure", + "highly recommended for catching trout and smallmouth bass" + ] + } + } + }, + { + "query": "What are some scope mounts that would be compatible with my Game Reaper Remington 700 - Short Action - Medium Mount?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "scope mounts", + "compatible with my Game Reaper Remington 700 - Short Action - Medium Mount" + ] + } + } + }, + { + "query": "What are some men's fishing watches that display features like moon phase, moon age, sunrise and sunset times, and moon transit times?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "watches" + ], + "product": [ + "men's fishing watches", + "display features like moon phase, moon age, sunrise and sunset times, and moon transit times" + ] + } + } + }, + { + "query": "Looking for a Forever Collectibles brand drawstring backpack that my son might like because he's a fan of their designs.", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Forever Collectibles" + ], + "product": [ + "drawstring backpack", + "designs that my son might like" + ] + } + } + }, + { + "query": "What are some highly recommended cricket jerseys with great designs?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "cricket jerseys" + ], + "product": [ + "highly recommended", + "great designs" + ] + } + } + }, + { + "query": "Can you find me some Nike cleats that can be used for football or lacrosse?", + "answer": { + "Metapath": "brand -> product <- category", + "Restriction": { + "brand": [ + "Nike" + ], + "category": [ + "cleats" + ], + "product": [ + "used for football or lacrosse" + ] + } + } + }, + { + "query": "What are some ready-to-use, out-of-the-box fishing rod and reel combos from OKUMA? Also, are there options available with multiple colors?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "OKUMA" + ], + "product": [ + "ready-to-use, out-of-the-box fishing rod and reel combos", + "multiple colors" + ] + } + } + }, + { + "query": "Can you suggest some good-quality yet budget-friendly cycling shoes that are compatible with SPD, SPD SL, and Look KEO pedal styles? I recently bought Shimano PD-R540 SPD SL Road Bike Clipless Pedals in silver and Spinning Cleats - Clipless Pedal Bike Cleats, which are great for spinning classes. So, the shoes need to work well with these pedals.", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "good-quality yet budget-friendly cycling shoes", + "compatible with SPD, SPD SL, and Look KEO pedal styles", + "work well with Shimano PD-R540 SPD SL Road Bike Clipless Pedals in silver", + "work well with Spinning Cleats - Clipless Pedal Bike Cleats" + ] + } + } + }, + { + "query": "Can you suggest a 19.5-inch high, sports-themed, specifically NFL grill cover suitable for BBQ enthusiasts like my neighbor and me who love a bit of competition?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "grill cover" + ], + "product": [ + "19.5-inch high, sports-themed, specifically NFL grill cover suitable for BBQ enthusiasts", + "love a bit of competition" + ] + } + } + }, + { + "query": "Kayak Keepers paddle leash recommendations", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "Kayak Keepers paddle leash" + ] + } + } + }, + { + "query": "Looking for a versatile ball storage rack that can hold various kinds of balls, such as medicine balls and basketballs, similar to the design of Champion Sports Medicine Ball Tree. I recently purchased the AmazonBasics Medicine Ball and need a rack to help me organize my sports equipment efficiently.", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "versatile ball storage rack", + "hold various kinds of balls", + "medicine balls", + "basketballs", + "similar to the design of Champion Sports Medicine Ball Tree", + "organize sports equipment efficiently" + ] + } + } + }, + { + "query": "Can you assist me in finding a vintage-style NBA official snapback cap that has compact dimensions approximately 9x9x3 inches when packed?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "snapback cap" + ], + "product": [ + "vintage-style NBA official snapback cap", + "compact dimensions approximately 9x9x3 inches when packed" + ] + } + } + }, + { + "query": "What pistol targets are commonly bought with the MTM 2 Pistol Handgun Case Up to 8.5-Inch Revolver Barrel that clearly show the shooting spots?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "MTM 2 Pistol Handgun Case Up to 8.5-Inch Revolver Barrel", + "pistol targets", + "clearly show the shooting spots" + ] + } + } + }, + { + "query": "I am looking for a lightweight climbing gear similar to a 10 mm x 60 cm Dyneema runner that is versatile. Ideally, it should be user-friendly and practically designed. Can you suggest any options?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "lightweight climbing gear", + "similar to a 10 mm x 60 cm Dyneema runner", + "versatile", + "user-friendly", + "practically designed" + ] + } + } + }, + { + "query": "Looking for an MP3/WMA player and recorder that allows easy management and personalization of my music collection. It should be capable of playing both MP3 and WMA files. Any recommendations?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "MP3/WMA player and recorder" + ], + "product": [ + "allows easy management and personalization of music collection", + "capable of playing both MP3 and WMA files" + ] + } + } + }, + { + "query": "What are some effective curtain fasteners made by the Aurora brand that you would recommend?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Aurora" + ], + "product": [ + "effective curtain fasteners made by the Aurora brand" + ] + } + } + }, + { + "query": "Looking for a durable long handcuff key with a pen clip that offers a lifetime warranty. It's intended as a surprise gift for my husband, who already has a Zak Tool ZT-13-BLU Aluminum Pocket Key in blue. What would be a similar accessory that could enhance his collection?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "durable long handcuff key with a pen clip that offers a lifetime warranty", + "similar accessory to Zak Tool ZT-13-BLU Aluminum Pocket Key in blue", + "enhance his collection" + ] + } + } + }, + { + "query": "I'm on the hunt for an officially licensed NHL team hat that's primarily made of cotton but with a bit of spandex. I would prefer an imported hat, and it should be free of any flashy or distracting embellishments.", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "hat" + ], + "product": [ + "officially licensed NHL team hat", + "primarily made of cotton", + "with a bit of spandex", + "imported", + "free of any flashy or distracting embellishments" + ] + } + } + }, + { + "query": "Looking for an SS brand chest guard with quick and easy adjustable straps. Any ideas?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "SS" + ], + "product": [ + "chest guard with quick and easy adjustable straps" + ] + } + } + }, + { + "query": "Looking for a lightweight, compact folding knife with a non-locking mechanism that's perfect for everyday use. Preferably, it should have a hollow-ground drop point blade and be razor sharp right out of the box. Any recommendations?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "folding knife" + ], + "product": [ + "lightweight", + "compact", + "non-locking mechanism", + "perfect for everyday use", + "hollow-ground drop point blade", + "razor sharp right out of the box" + ] + } + } + }, + { + "query": "Is there a backpack available on Amazon with detachable straps that I can use to secure my sleeping pad?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "backpack with detachable straps", + "secure my sleeping pad", + "available on Amazon" + ] + } + } + }, + { + "query": "What are some highly recommended rubberized Mossberg shotgun stocks with improved grips that are compatible with the 500/590 models?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Mossberg" + ], + "product": [ + "highly recommended rubberized Mossberg shotgun stocks with improved grips", + "compatible with the 500/590 models" + ] + } + } + }, + { + "query": "Can you recommend a junior-sized rubber football that's approximately 10.5 inches in length and 5.5 inches in width?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "football" + ], + "product": [ + "junior-sized rubber football", + "approximately 10.5 inches in length", + "5.5 inches in width" + ] + } + } + }, + { + "query": "What are some quill stems compatible with zimo 50pcs Jagwire Bike 5mm Brake Cable Housing Ferrule End Caps and have a clamp size of 25.4mm? I am particularly fond of the style of the Sunlite Alloy 2-Bolt Quill Stem, are there any similar recommendations?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "quill stems", + "compatible with zimo 50pcs Jagwire Bike 5mm Brake Cable Housing Ferrule End Caps", + "clamp size of 25.4mm", + "style of the Sunlite Alloy 2-Bolt Quill Stem" + ] + } + } + }, + { + "query": "Can you suggest a soft and comfortable hoodie for women's sportswear, preferably in white, wolf grey, or metallic red bronze?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "hoodie", + "women's sportswear" + ], + "product": [ + "soft and comfortable", + "white", + "wolf grey", + "metallic red bronze" + ] + } + } + }, + { + "query": "Looking for a kids bike helmet and pads set with Superman designs. It would be ideal if the set complements a Superman bike, and preferably be from the Superman brand.", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Superman" + ], + "product": [ + "kids bike helmet and pads set with Superman designs", + "complements a Superman bike" + ] + } + } + }, + { + "query": "Where can I find a popular children's cycling jersey from the brand 'Kanu Bike', irrespective of the size?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Kanu Bike" + ], + "product": [ + "popular children's cycling jersey" + ] + } + } + }, + { + "query": "Can you recommend a sleekly designed cue joint protector that would go nicely with a Pool Cue Joint Protectors 5/16-18 with Billiard Evolution Drawstring Bag and offer great protection for my pool cue?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "sleekly designed cue joint protector", + "go nicely with a Pool Cue Joint Protectors 5/16-18 with Billiard Evolution Drawstring Bag", + "offer great protection for my pool cue" + ] + } + } + }, + { + "query": "I'm looking for a rifle case bag that features a hook and loop design and comes with an expandable mesh pocket. It needs to be compatible with my BLACKHAWK! Black Homeland Security Discreet Weapons Carry Case - 32-Inch. Also, can it hold a UTG Universal Firearm Chamber Safety Flag, Orange, 6PCs/Set for safety?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "a rifle case bag that features a hook and loop design", + "expandable mesh pocket", + "compatible with BLACKHAWK! Black Homeland Security Discreet Weapons Carry Case - 32-Inch", + "hold a UTG Universal Firearm Chamber Safety Flag, Orange, 6PCs/Set for safety" + ] + } + } + }, + { + "query": "Looking for an authentic SPST switch from Star brand that can handle 20A/120V and works as an OEM replacement part. Any suggestions?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Star" + ], + "product": [ + "authentic SPST switch", + "handle 20A/120V", + "works as an OEM replacement part" + ] + } + } + }, + { + "query": "Is there a pool cue tip clamp available that facilitates simple reattachment of tips while playing?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "pool cue tip clamp", + "facilitates simple reattachment of tips while playing" + ] + } + } + }, + { + "query": "Is there an AQUATIX stainless steel water bottle model that is made from reliable 18/8 food grade stainless steel and doesn't get slippery when filled with cold water?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "AQUATIX" + ], + "product": [ + "stainless steel water bottle", + "made from reliable 18/8 food grade stainless steel", + "doesn't get slippery when filled with cold water" + ] + } + } + }, + { + "query": "Looking for a Vortex motor cover that has a built-in drawstring for easy and secure attachment. Past experiences with ill-fitting covers for my four-stroke Tohatsu 250 have been problematic, so I want to find one that fits correctly this time.", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Vortex" + ], + "product": [ + "motor cover with a built-in drawstring for easy and secure attachment", + "fits four-stroke Tohatsu 250" + ] + } + } + }, + { + "query": "What are some recommended ski poles that are 160cm in length?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "ski poles that are 160cm in length" + ] + } + } + }, + { + "query": "Looking for a quality camping mosquito net similar to the USGI Military Mosquito Net Barrier. Any recommendations? It should not be of inferior quality or too small in size.", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "quality camping mosquito net", + "similar to the USGI Military Mosquito Net Barrier", + "not of inferior quality", + "not too small in size" + ] + } + } + }, + { + "query": "I'm looking to buy a golf fairway wood, can you suggest one designed with an advanced power grid for better spring effect? It would be great if it also has a shallow face design which could make playing easier and aid in achieving long-distance shots.", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "golf fairway wood" + ], + "product": [ + "designed with an advanced power grid for better spring effect", + "shallow face design", + "make playing easier", + "aid in achieving long-distance shots" + ] + } + } + }, + { + "query": "Can you recommend a thermal coffee flask from Classic Brand made of stainless steel that will keep my coffee warm all day?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Classic Brand" + ], + "product": [ + "thermal coffee flask made of stainless steel", + "keep coffee warm all day" + ] + } + } + }, + { + "query": "Looking for a PICNIC TIME brand NBA-themed cooler backpack, can you assist me?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "PICNIC TIME" + ], + "product": [ + "NBA-themed cooler backpack" + ] + } + } + }, + { + "query": "What's a good car charger option for the ThermaCELL Heated Insoles ProFLEX-Battery Pack and ThermaCELL Heat Pack Rechargeable Hand and Pocket Reusable Warmers? I need to keep them powered when I'm traveling.", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "car charger", + "ThermaCELL Heated Insoles ProFLEX-Battery Pack", + "ThermaCELL Heat Pack Rechargeable Hand and Pocket Reusable Warmers", + "keep them powered when traveling" + ] + } + } + }, + { + "query": "Can you help me find a 3003 highly polished, .063 gauge aluminum diamond plate bag well floor liner designed specifically for Ez-Go TXT? It should include a carbon fiber custom dash for the EZGO RXV Golf Cart. I'm also expecting it to match the pictures exactly and come with easy-to-follow instructions.", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "3003 highly polished, .063 gauge aluminum diamond plate bag well floor liner designed specifically for Ez-Go TXT", + "carbon fiber custom dash for the EZGO RXV Golf Cart", + "match the pictures exactly", + "easy-to-follow instructions" + ] + } + } + }, + { + "query": "What is a good 3.5-inch coaxial speaker you would recommend?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "3.5-inch coaxial speaker" + ] + } + } + }, + { + "query": "Looking for a tactical flashlight and laser pistol kit with long-lasting battery life, suitable for night hunting without damaging my weapon.", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "tactical flashlight and laser pistol kit" + ], + "product": [ + "long-lasting battery life", + "suitable for night hunting", + "without damaging my weapon" + ] + } + } + }, + { + "query": "I'm looking for a strong and reliable conibear trap made by 'Unknown'. Setup isn't a concern for me, I'm more interested in its durability and reliability. Can you assist in finding this?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Unknown" + ], + "product": [ + "strong and reliable conibear trap", + "durability and reliability" + ] + } + } + }, + { + "query": "Looking for boot recommendations from Dublin, any ideas?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Dublin" + ], + "product": [ + "boots" + ] + } + } + }, + { + "query": "Do you carry a 28x44 inch flag for a big NCAA fan? It's meant as a surprise gift for my friend, their favorite team must be featured. Not including a flagpole isn't an issue.", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "flag" + ], + "product": [ + "28x44 inch flag for a big NCAA fan", + "favorite team must be featured", + "meant as a surprise gift" + ] + } + } + }, + { + "query": "Looking for a Presta head design tire inflator chuck with a synthetic elastomer gasket for quick tire inflation. Any recommendations?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "Presta head design tire inflator chuck with a synthetic elastomer gasket for quick tire inflation" + ] + } + } + }, + { + "query": "Are there any lightweight tire options similar to the Continental Grand Prix 4 Season Bike Clincher Tire that I should consider?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "lightweight tire options", + "similar to the Continental Grand Prix 4 Season Bike Clincher Tire" + ] + } + } + }, + { + "query": "Where can I find multi-colored craft feathers, particularly in vibrant chartreuse?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "craft feathers" + ], + "product": [ + "multi-colored craft feathers", + "vibrant chartreuse" + ] + } + } + }, + { + "query": "Looking for a kid-friendly water bottle with a pop-up spout that fits well in a recently purchased BSN Bottle Carrier, perfect for my children's sports activities. Need it in a set of eight.", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "kid-friendly water bottle with a pop-up spout", + "fits well in a recently purchased BSN Bottle Carrier", + "perfect for children's sports activities", + "set of eight" + ] + } + } + }, + { + "query": "Can you suggest any soft and comfortable t-shirts from Animal World, preferably with a distinctive and stylish turtle design?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Animal World" + ], + "product": [ + "soft and comfortable t-shirts", + "distinctive and stylish turtle design" + ] + } + } + }, + { + "query": "Looking for a RUIMX waterproof LED flashlight that can accommodate both 18650 Li-ion and 3 AAA batteries. Should also come with a bike mount included in the package.", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "RUIMX" + ], + "product": [ + "waterproof LED flashlight", + "accommodate both 18650 Li-ion and 3 AAA batteries", + "bike mount included in the package" + ] + } + } + }, + { + "query": "What's a good ultralight alcohol stove that's compact and won't add too much weight to my backpack?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "ultralight alcohol stove" + ], + "product": [ + "compact", + "won't add too much weight to my backpack" + ] + } + } + }, + { + "query": "Looking for versatile snowboarding gloves that can adapt to changing weather conditions and possibly eliminate the need for All Temperature Fast ski Wax. 5 Oz, 141 Grams, Put On Hot or Cold. Added Control. Any suggestions?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "gloves" + ], + "product": [ + "versatile snowboarding gloves", + "adapt to changing weather conditions", + "eliminate the need for All Temperature Fast ski Wax", + "5 Oz, 141 Grams", + "Put On Hot or Cold", + "Added Control" + ] + } + } + }, + { + "query": "Looking for a lightweight (around 3 ounces) set of women's faux fur accessories, such as socks, boot cuffs covers, or leg warmers, to add some style to my winter wardrobe. Can you help me find these?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "women's faux fur accessories" + ], + "product": [ + "lightweight (around 3 ounces) set of women's faux fur accessories", + "socks", + "boot cuffs covers", + "leg warmers", + "add some style to winter wardrobe" + ] + } + } + }, + { + "query": "Is there a bike headset spacer set with different sizes for height adjustment that's compatible with the Performance Quick Release Axle Skewer Set Alloy in white which I recently purchased?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "bike headset spacer set with different sizes for height adjustment", + "compatible with the Performance Quick Release Axle Skewer Set Alloy in white" + ] + } + } + }, + { + "query": "What are some popular Siskiyou sunglasses for baseball fans that feature 100% UVA/UV protection and a sporty half-frame design?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Siskiyou" + ], + "product": [ + "sunglasses for baseball fans", + "100% UVA/UV protection", + "sporty half-frame design" + ] + } + } + }, + { + "query": "Looking for a durable and safe protective sleeve for my resistance bands without the trouble of Velcro. Suggestions?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "protective sleeve" + ], + "product": [ + "durable and safe protective sleeve for resistance bands without Velcro" + ] + } + } + }, + { + "query": "Can you recommend a Best.Buy.Damascus1 hunting knife that features a distinct and exquisite design and includes a durable cowhide sheath?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Best.Buy.Damascus1" + ], + "product": [ + "hunting knife that features a distinct and exquisite design", + "includes a durable cowhide sheath" + ] + } + } + }, + { + "query": "What is a clear football eyeshield that fits a Schutt Sports 79923000 Varsity Back Plate and performs well in various lighting conditions?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "clear football eyeshield", + "fits a Schutt Sports 79923000 Varsity Back Plate", + "performs well in various lighting conditions" + ] + } + } + }, + { + "query": "Looking for a compact plyo box cushion that can support up to 500 lb. Any suggestions for a non-bulky option?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "compact plyo box cushion", + "support up to 500 lb", + "non-bulky option" + ] + } + } + }, + { + "query": "Could you recommend an easy-to-install Rico Tag car antenna topper that would enhance the look of my pickup truck?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Rico Tag" + ], + "product": [ + "easy-to-install car antenna topper", + "enhance the look of my pickup truck" + ] + } + } + }, + { + "query": "I'm in search of a durable strap wrap that ensures secure management of loose ends. Can you recommend a strap wrap that's long-lasting, promotes tidy storage, and saves time?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "durable strap wrap", + "ensures secure management of loose ends", + "long-lasting", + "promotes tidy storage", + "saves time" + ] + } + } + }, + { + "query": "Can you recommend a five-piece NFL Dallas Cowboys bedding set-in-a-bag?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "five-piece NFL Dallas Cowboys bedding set-in-a-bag" + ] + } + } + }, + { + "query": "Which double-sided tape for golf grip works well with a SOFTSPIKES Cleatkaddy Golf Wrench that I recently bought?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "double-sided tape for golf grip", + "works well with a SOFTSPIKES Cleatkaddy Golf Wrench" + ] + } + } + }, + { + "query": "Is there a cost-effective wooden shield blank with a steel boss available on Amazon that's also suitable for hand painting?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "cost-effective wooden shield blank with a steel boss available on Amazon", + "suitable for hand painting" + ] + } + } + }, + { + "query": "What are some comfortable treeless leather horse saddles for long trails? Ideally, I would like one with a smooth high-quality black leather seat around 15 inches. Any suggestions?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "horse saddles" + ], + "product": [ + "comfortable treeless leather horse saddles for long trails", + "smooth high-quality black leather seat around 15 inches" + ] + } + } + }, + { + "query": "What's a lightweight, water-resistant golf cart bag from Titleist that you would recommend?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Titleist" + ], + "product": [ + "lightweight, water-resistant golf cart bag from Titleist" + ] + } + } + }, + { + "query": "What are some sturdy, thick bike locks with silicone covers to prevent scratching that you would recommend?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "bike locks" + ], + "product": [ + "sturdy, thick bike locks with silicone covers to prevent scratching" + ] + } + } + }, + { + "query": "What are some UV protective women's golf jackets from PUMA? I'm cautious about skin protection, but I'm a big fan of PUMA.", + "answer": { + "Metapath": "brand -> product <- category", + "Restriction": { + "brand": [ + "PUMA" + ], + "category": [ + "golf jackets" + ], + "product": [ + "UV protective women's golf jackets from PUMA", + "skin protection" + ] + } + } + }, + { + "query": "Looking for a pullover jacket with embroidered designs on the front and left sleeve. Preferably, one that is internationally sourced. Thanks!", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "pullover jacket" + ], + "product": [ + "embroidered designs on the front and left sleeve", + "internationally sourced" + ] + } + } + }, + { + "query": "Can you recommend a hydration pack that allows easy access to snacks while riding, and features breathable foam with large perforations for comfort?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "hydration pack", + "allows easy access to snacks while riding", + "features breathable foam with large perforations for comfort" + ] + } + } + }, + { + "query": "Is there a backpack organizer panel that can also serve as a framesheet for my Tarahumara pack?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "backpack organizer panel", + "serve as a framesheet for my Tarahumara pack" + ] + } + } + }, + { + "query": "Looking for a pair of gray outdoor activity goggles with a flexible frame and soft sponge for comfort. Preferably with fog-resistant and UV400 protective lenses, and with a breathable design. Not intended for motorcycling use.", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "goggles" + ], + "product": [ + "gray outdoor activity goggles", + "flexible frame", + "soft sponge for comfort", + "fog-resistant", + "UV400 protective lenses", + "breathable design", + "not intended for motorcycling use" + ] + } + } + }, + { + "query": "What are some golf tees compatible with irons and hybrids, similar to the 100Pcs 35mm Mixed Color Plastic Golf Tees that I found great?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "golf tees compatible with irons and hybrids", + "similar to the 100Pcs 35mm Mixed Color Plastic Golf Tees" + ] + } + } + }, + { + "query": "Is there a portable boat seat stand that's compatible with the Oceansouth Boat Seat Swivel Removable, designed for Aluminum Benches on Jon Boats (Complete Kit) and has a built-in pattern for seat or hardware mounting?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "portable boat seat stand", + "compatible with the Oceansouth Boat Seat Swivel Removable", + "designed for Aluminum Benches on Jon Boats (Complete Kit)", + "built-in pattern for seat or hardware mounting" + ] + } + } + }, + { + "query": "Is there a paintball marker available with a built-in Expansion Chamber? I'm trying to avoid any complications related to attaching the hopper.", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "paintball marker with a built-in Expansion Chamber", + "avoid complications related to attaching the hopper" + ] + } + } + }, + { + "query": "What's the best Samsung smartwatch for easy pairing with Samsung devices and has fitness tracking features?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Samsung" + ], + "product": [ + "smartwatch for easy pairing with Samsung devices", + "fitness tracking features" + ] + } + } + }, + { + "query": "Looking for a Rawlings baseball with an MLB team logo for my merchandise collection - doesn't need to be an official game ball. Can you help locate this?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Rawlings" + ], + "product": [ + "baseball with an MLB team logo", + "not an official game ball" + ] + } + } + }, + { + "query": "Looking for a Maxpedition hook and loop PALS panel that can convert an outer pouch into an insert. It should have an elastic webbing setup with three rows and five channels. I don't mind if it's a little dainty!", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Maxpedition" + ], + "product": [ + "hook and loop PALS panel that can convert an outer pouch into an insert", + "elastic webbing setup with three rows and five channels", + "a little dainty" + ] + } + } + }, + { + "query": "Is there a Monster High scooter available that has optional flash lights?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Monster High" + ], + "product": [ + "scooter with optional flash lights" + ] + } + } + }, + { + "query": "Looking for golf tees with three unique markings for controlling shot trajectory. Also, need tees that can help manage the golf ball's flight path.", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "golf tees" + ], + "product": [ + "three unique markings for controlling shot trajectory", + "help manage the golf ball's flight path" + ] + } + } + }, + { + "query": "Looking for a Mattingly Baseball youth bat that is lightweight with a drop weight of around -12. Can you help?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Mattingly Baseball" + ], + "product": [ + "youth bat", + "lightweight", + "drop weight of around -12" + ] + } + } + }, + { + "query": "Looking for a 10-inch elbow guard from Easton. Can you help with that?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Easton" + ], + "product": [ + "10-inch elbow guard from Easton" + ] + } + } + }, + { + "query": "What are some alternatives to the Mcnett Camo Form Self-cling Camouflage Wrap in Snow for firearms?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "Mcnett Camo Form Self-cling Camouflage Wrap in Snow for firearms", + "alternatives to the Mcnett Camo Form Self-cling Camouflage Wrap in Snow for firearms" + ] + } + } + }, + { + "query": "Could you recommend an exercise glider compatible with my Gazelle Freestyle by Tony Little?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "exercise glider", + "compatible with my Gazelle Freestyle by Tony Little" + ] + } + } + }, + { + "query": "Are there any Easton brand arrow inserts that stay secure without requiring glue?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Easton" + ], + "product": [ + "arrow inserts that stay secure without requiring glue" + ] + } + } + }, + { + "query": "What are some fresh and soft grubs suitable for fishing crappie, trout, and bass that can be cast or jigged at high speeds?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "grubs" + ], + "product": [ + "fresh and soft grubs suitable for fishing crappie, trout, and bass", + "can be cast or jigged at high speeds" + ] + } + } + }, + { + "query": "Is there a compact and genuine leather card case with a money clip from Aminco that Raiders fans would love?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Aminco" + ], + "product": [ + "compact and genuine leather card case with a money clip", + "Raiders fans would love" + ] + } + } + }, + { + "query": "Can you recommend a comfortable, medium-sized, long-sleeve t-shirt from Nike that fits true to size?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Nike" + ], + "product": [ + "comfortable, medium-sized, long-sleeve t-shirt", + "fits true to size" + ] + } + } + }, + { + "query": "Can you help me find a concert t-shirt designed for fans that I'll love? It's important to me that it includes specific care instructions to help it last longer.", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "concert t-shirt" + ], + "product": [ + "designed for fans", + "includes specific care instructions to help it last longer" + ] + } + } + }, + { + "query": "Can you suggest a highly-rated NBA team color hat made in Bangladesh, which has a shipping weight around a pound?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "hat" + ], + "product": [ + "highly-rated NBA team color hat made in Bangladesh", + "shipping weight around a pound" + ] + } + } + }, + { + "query": "Can you suggest a stock pin with a gold finish that complements a stock tie and matches perfectly with my Shires Performance Islington Breeches?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "a stock pin with a gold finish", + "complements a stock tie", + "matches perfectly with Shires Performance Islington Breeches" + ] + } + } + }, + { + "query": "What's a high-performing, versatile fishing lure from the Reef brand that can be used for both small and big fish?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Reef" + ], + "product": [ + "high-performing, versatile fishing lure", + "used for both small and big fish" + ] + } + } + }, + { + "query": "What's a reputable foam treatment for skin wounds, regardless of the sprayer's functionality?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "foam treatment" + ], + "product": [ + "reputable foam treatment for skin wounds", + "regardless of the sprayer's functionality" + ] + } + } + }, + { + "query": "What are some personalized grip frame plugs I can use for my Glock Gen 4-5? I'm particularly interested in different colors and laser engraved designs. I've previously seen the Sure Plug Gen 4-5 Laser Engraved PSALM 144:1 and found it impressive. Are there any similar recommendations that would complement it?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "personalized grip frame plugs for Glock Gen 4-5", + "different colors", + "laser engraved designs", + "similar to Sure Plug Gen 4-5 Laser Engraved PSALM 144:1" + ] + } + } + }, + { + "query": "Is the Pelican Storm iM2750 Case With Foam (Black) the best value waterproof case, or are there other comparable options? I want something that matches its description accurately.", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "Pelican Storm iM2750 Case With Foam (Black)", + "best value waterproof case", + "matches its description accurately" + ] + } + } + }, + { + "query": "What are some fierce-looking training swords from BladesUSA?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "BladesUSA" + ], + "product": [ + "fierce-looking training swords from BladesUSA" + ] + } + } + }, + { + "query": "Can you find a Bag Boy push cart that's compact, stable, and easy to maneuver? Also, I need it to have golf ball storage and a dedicated smartphone slot.", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Bag Boy" + ], + "product": [ + "compact", + "stable", + "easy to maneuver", + "golf ball storage", + "dedicated smartphone slot" + ] + } + } + }, + { + "query": "Can you suggest a horse bridle and breast collar set with a beaded inlay and silver studs to match my AceRugs Western Turquoise Blue Crystal Conchos Inlay Leather Tack Set? I really adore its style and I believe such an accessory would go great with it.", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "horse bridle and breast collar set with a beaded inlay and silver studs", + "match my AceRugs Western Turquoise Blue Crystal Conchos Inlay Leather Tack Set", + "adore its style", + "such an accessory would go great with it" + ] + } + } + }, + { + "query": "What are some beautifully designed yoga mats from the brand CIRRUS Fitness?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "CIRRUS Fitness" + ], + "product": [ + "beautifully designed yoga mats from CIRRUS Fitness" + ] + } + } + }, + { + "query": "Where can I find silver-toned closet rod flanges with approximately 39 x 30 x 19mm dimensions?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "silver-toned closet rod flanges with approximately 39 x 30 x 19mm dimensions" + ] + } + } + }, + { + "query": "Is there a stylish Green Bay Packers trapper knit cap with the NFL Shield embroidered on it that can keep my head warm in cold weather?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "knit cap" + ], + "product": [ + "stylish Green Bay Packers trapper knit cap with the NFL Shield embroidered on it", + "keep my head warm in cold weather" + ] + } + } + }, + { + "query": "Looking for a unique Premier Awards fantasy football trophy for our Girl's Fantasy Football League. Are there any with complimentary customization options?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Premier Awards" + ], + "product": [ + "unique fantasy football trophy for Girl's Fantasy Football League", + "complimentary customization options" + ] + } + } + }, + { + "query": "Can you suggest boys' soccer training shorts with great compression and moisture-wicking features, similar in style and function to the Nike Boys' Cool Baselayer Compression Shorts in Royal Blue, Medium, that my son loves to wear?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "soccer training shorts" + ], + "product": [ + "boys' soccer training shorts with great compression and moisture-wicking features", + "similar in style and function to the Nike Boys' Cool Baselayer Compression Shorts in Royal Blue, Medium" + ] + } + } + }, + { + "query": "Where can I find a set of NHL-themed glasses that have a 16-ounce capacity? Ideally, they should be frequently purchased alongside YouTheFan NHL Los Angeles Kings 4-Piece Stainless Steel Drink Coasters.", + "answer": { + "Metapath": "category -> product -> product", + "Restriction": { + "category": [ + "glasses" + ], + "product": [ + "NHL-themed glasses that have a 16-ounce capacity", + "frequently purchased alongside YouTheFan NHL Los Angeles Kings 4-Piece Stainless Steel Drink Coasters" + ] + } + } + }, + { + "query": "Is there a set of MLB officially sanctioned Philadelphia Phillies coasters available? If so, do they come with a Steiner Sports Certificate of Authenticity?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "coasters" + ], + "product": [ + "MLB officially sanctioned Philadelphia Phillies coasters", + "Steiner Sports Certificate of Authenticity" + ] + } + } + }, + { + "query": "Looking for a jumping hackamore that fits a quarter pony with a 14.2hh and a wider face. It should have similarities with the features of the Tory Leather Jumping Hackamore and must coordinate smoothly with the Weaver Leather Justin Dunn Bitless Bridle Nosepiece. Can you recommend anything?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "jumping hackamore that fits a quarter pony with a 14.2hh and a wider face", + "similarities with the features of the Tory Leather Jumping Hackamore", + "coordinate smoothly with the Weaver Leather Justin Dunn Bitless Bridle Nosepiece" + ] + } + } + }, + { + "query": "Looking for a set of poker dealer buttons that can be shipped quickly and are compatible with my KOVOT 300 Chip Dice Style Poker Set In Aluminum Case (11.5 Gram Chips). Can you assist me in finding this?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "a set of poker dealer buttons", + "shipped quickly", + "compatible with my KOVOT 300 Chip Dice Style Poker Set In Aluminum Case (11.5 Gram Chips)" + ] + } + } + }, + { + "query": "Looking for a bicycle ceramic bearing grease similar to Finish Line Extreme Fluoro 100% DuPont Teflon Grease, 20g Syringe. Any recommendations?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "bicycle ceramic bearing grease", + "similar to Finish Line Extreme Fluoro 100% DuPont Teflon Grease, 20g Syringe" + ] + } + } + }, + { + "query": "Looking for an impressive fantasy dagger for decorative purposes or collection, not for practical use. What options do Amazon customers highly recommend?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "fantasy dagger" + ], + "product": [ + "impressive fantasy dagger for decorative purposes or collection", + "not for practical use", + "highly recommend by Amazon customers" + ] + } + } + }, + { + "query": "Can you recommend a pair of women's mittens from Reebok, a popular NHL gear brand, that would make a great surprise gift for my NHL fan friend and is sure to get plenty of compliments?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Reebok" + ], + "product": [ + "women's mittens", + "great surprise gift for NHL fan friend", + "sure to get plenty of compliments" + ] + } + } + }, + { + "query": "Where can I find a University of Florida Gators t-shirt made by LLangla?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "LLangla" + ], + "product": [ + "University of Florida Gators t-shirt" + ] + } + } + }, + { + "query": "What are some comfortable and durable t-shirt options from the high-quality brand, Fox Racing?", + "answer": { + "Metapath": "brand -> product <- category", + "Restriction": { + "brand": [ + "Fox Racing" + ], + "category": [ + "t-shirt" + ], + "product": [ + "comfortable and durable t-shirt options from the high-quality brand, Fox Racing" + ] + } + } + }, + { + "query": "What are some good steel wall safes that have an electronic security system, measure about 14 inches by 14 inches, and are around 4 inches deep? In case of any problems, a reliable customer service is preferred.", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "good steel wall safes with an electronic security system", + "measure about 14 inches by 14 inches", + "around 4 inches deep", + "reliable customer service" + ] + } + } + }, + { + "query": "Looking for a salt off applicator suitable for boat engine flushes. It should be compatible with my Salt-Away Mixer Unit for Inboard/Outboard/Jet Engine Flush. Any suggestions?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "salt off applicator suitable for boat engine flushes", + "compatible with Salt-Away Mixer Unit for Inboard/Outboard/Jet Engine Flush" + ] + } + } + }, + { + "query": "Can you recommend high-quality Obersee girls gymnastics shorts? I'm not specifically looking into sizes or materials.", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Obersee" + ], + "product": [ + "high-quality girls gymnastics shorts" + ] + } + } + }, + { + "query": "Can you help me find a Rip Curl rash guard shirt for kids that has no underarm stitching for comfort, and offers high sun protection, preferably over 50 UPF?", + "answer": { + "Metapath": "brand -> product <- category", + "Restriction": { + "brand": [ + "Rip Curl" + ], + "category": [ + "rash guard shirt for kids" + ], + "product": [ + "no underarm stitching for comfort", + "high sun protection", + "over 50 UPF" + ] + } + } + }, + { + "query": "Looking for a complete kids soccer set, including a jersey and shorts, made of 100% polyester for both comfort and durability. What would you recommend that can withstand both indoor and outdoor play? It's specifically for soccer use.", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "kids soccer set" + ], + "product": [ + "complete kids soccer set including a jersey and shorts", + "100% polyester", + "comfort and durability", + "withstand both indoor and outdoor play", + "specifically for soccer use" + ] + } + } + }, + { + "query": "Looking for a Detroit Tigers decoration sign by Fremont Die for my sports-themed room.", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Fremont Die" + ], + "product": [ + "Detroit Tigers decoration sign" + ] + } + } + }, + { + "query": "Can you help me find a Radio Flyer push-along tricycle that's both fun and safe for my kid?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Radio Flyer" + ], + "product": [ + "push-along tricycle", + "fun and safe for my kid" + ] + } + } + }, + { + "query": "Is there a VBIGER backpack with a spacious interior for a laptop, magazines, books, a mobile phone and other items? I prefer one with a floral design and water-resistant features.", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "VBIGER" + ], + "product": [ + "backpack with a spacious interior for a laptop, magazines, books, a mobile phone and other items", + "floral design", + "water-resistant features" + ] + } + } + }, + { + "query": "Can you recommend a daily-use seated inversion system specifically designed for easing chronic back pain and enhancing circulation?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "seated inversion system" + ], + "product": [ + "daily-use", + "specifically designed for easing chronic back pain", + "enhancing circulation" + ] + } + } + }, + { + "query": "Can you recommend a comfortable swim sports watch that won't interfere with my swimming strokes and has a long-lasting battery, preferably with a lifespan of around 24 months?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "swim sports watch" + ], + "product": [ + "comfortable", + "won't interfere with swimming strokes", + "long-lasting battery", + "lifespan of around 24 months" + ] + } + } + }, + { + "query": "Can you suggest a college flag with a screen printed design that offers fast delivery?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "flag" + ], + "product": [ + "college flag with a screen printed design", + "fast delivery" + ] + } + } + }, + { + "query": "Where can I find a set of 26 unique paracord bracelets, each about 30 inches long, suitable for gifting to my friends who love outdoor activities?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "set of 26 unique paracord bracelets, each about 30 inches long, suitable for gifting to friends who love outdoor activities" + ] + } + } + }, + { + "query": "What are some popular MMA gel hand wraps often purchased with the Ringside Gel Shock Muay Thai MMA Kickboxing Training Boxing Hand Wraps (Pair) - 120? I'm looking for something easy to use and with good cushioning.", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "MMA gel hand wraps", + "purchased with the Ringside Gel Shock Muay Thai MMA Kickboxing Training Boxing Hand Wraps (Pair) - 120", + "easy to use", + "good cushioning" + ] + } + } + }, + { + "query": "Is there an electric steer trolling motor that can work with the Attwood Motorguide Wireless Hand-held Remote?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "electric steer trolling motor", + "work with the Attwood Motorguide Wireless Hand-held Remote" + ] + } + } + }, + { + "query": "Where can I find a high-definition molded pancake holster for Beretta 92 made in the USA?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "high-definition molded pancake holster for Beretta 92 made in the USA" + ] + } + } + }, + { + "query": "Looking for Skywalker Trampolines' trampoline springs that are compatible with the 15' Round Trampoline, model SWTC1500.", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Skywalker Trampolines" + ], + "product": [ + "trampoline springs", + "compatible with the 15' Round Trampoline, model SWTC1500" + ] + } + } + }, + { + "query": "Looking for Adidas Taekwondo foot guards with strong focus on brand visibility rather than comfort.", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Adidas" + ], + "product": [ + "Taekwondo foot guards with strong focus on brand visibility rather than comfort" + ] + } + } + }, + { + "query": "Could you recommend a Suunto product specifically tailored for diving?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Suunto" + ], + "product": [ + "specifically tailored for diving" + ] + } + } + }, + { + "query": "Can anyone recommend a Shim Co brand muzzle brake alignment shim set offering a range of sizes for optimal adjustments? I need them to be effective in adjusting the muzzle brake position when a crush washer isn't enough. Also, they should be compatible with all 1/2x28 5.56/223 threaded rifles. Any suggestions?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Shim Co" + ], + "product": [ + "muzzle brake alignment shim set offering a range of sizes for optimal adjustments", + "effective in adjusting the muzzle brake position when a crush washer isn't enough", + "compatible with all 1/2x28 5.56/223 threaded rifles" + ] + } + } + }, + { + "query": "Where can I find a high-durability diamond back mesh Baltimore Ravens Ray Lewis youth jersey with the player's name sewn onto a nameplate at the upper back?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "high-durability diamond back mesh Baltimore Ravens Ray Lewis youth jersey with the player's name sewn onto a nameplate at the upper back" + ] + } + } + }, + { + "query": "I'm searching for flat front women's yoga pants, ideally featuring some bold 3D designs. Can I get some recommendations? I intend to wear them casually, not for gym exercise.", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "yoga pants" + ], + "product": [ + "flat front women's yoga pants", + "bold 3D designs", + "casual wear" + ] + } + } + }, + { + "query": "Are there any cozy team stripe slide slippers that are true to the pictures and would make for a great gift?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "cozy team stripe slide slippers", + "true to the pictures", + "great gift" + ] + } + } + }, + { + "query": "What are some aesthetically pleasing fishing rigs that work well with minnows, crawlers, and other similar live baits?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "aesthetically pleasing fishing rigs", + "work well with minnows, crawlers, and other similar live baits" + ] + } + } + }, + { + "query": "What are some well-made, premium padded football card collector album binders that can hold a large collection of cards?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "football card collector album binders" + ], + "product": [ + "well-made", + "premium", + "padded", + "hold a large collection of cards" + ] + } + } + }, + { + "query": "Can you suggest an adjustable, one-size-fits-all NYPD baseball hat that is officially licensed?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "adjustable, one-size-fits-all NYPD baseball hat", + "officially licensed" + ] + } + } + }, + { + "query": "Looking for Meilaier men's swim shorts designed for a waist size between 68-78cm. Any suggestions?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Meilaier" + ], + "product": [ + "men's swim shorts designed for a waist size between 68-78cm" + ] + } + } + }, + { + "query": "I'm in search of an officially licensed NHL Nashville Predators logo patch that can be shipped out on the same day if purchased by the early afternoon on weekdays. Additionally, I'm expecting the quality to exceed my expectations.", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "NHL Nashville Predators logo patch" + ], + "product": [ + "officially licensed", + "shipped out on the same day if purchased by the early afternoon on weekdays", + "quality to exceed expectations" + ] + } + } + }, + { + "query": "Looking for a Franklin Sports batting tee to improve my swing and hand-eye coordination. Can you assist?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Franklin Sports" + ], + "product": [ + "batting tee to improve swing and hand-eye coordination" + ] + } + } + }, + { + "query": "Can you suggest a high-quality bonefish fly with a hook size of around #4 and a wing made of rabbit fur?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "high-quality bonefish fly with a hook size of around #4 and a wing made of rabbit fur" + ] + } + } + }, + { + "query": "Does Amazon sell 100% cotton dog t-shirts with official team logos? My dog Trevor enjoys flaunting his stylish wardrobe.", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Amazon" + ], + "product": [ + "100% cotton dog t-shirts with official team logos" + ] + } + } + }, + { + "query": "Looking for Cosmo Darts' soft tip dart tips due to their reliable product quality.", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Cosmo Darts" + ], + "product": [ + "soft tip dart tips", + "reliable product quality" + ] + } + } + }, + { + "query": "Looking for a Hugger Mugger yoga strap that's both attractive and brightly colored. Are there any models that are specifically made with metal buckles to guarantee high quality?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Hugger Mugger" + ], + "product": [ + "yoga strap", + "attractive and brightly colored", + "made with metal buckles to guarantee high quality" + ] + } + } + }, + { + "query": "Looking for a Marlin rifle tactical scope and mount kit by M1SURPLUS which includes a lens protective cover and cleaning cloth.", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "M1SURPLUS" + ], + "product": [ + "Marlin rifle tactical scope and mount kit", + "includes a lens protective cover and cleaning cloth" + ] + } + } + }, + { + "query": "Where can I find discontinued BLACKHAWK! brand premium quality tactical rope bags for operations?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "BLACKHAWK!" + ], + "product": [ + "discontinued premium quality tactical rope bags for operations" + ] + } + } + }, + { + "query": "Looking for a lightweight rail adapter for S&W Sigma by ProMag that is frequently purchased with Cooma Avid Bb7 Juicy 3 5 7 Replacement Brake Pads By Provide Quiet Smooth Braking Long Life Resin Organic Semi-metallic. Can you assist?\n", + "answer": { + "Metapath": "brand -> product -> product", + "Restriction": { + "brand": [ + "ProMag" + ], + "product": [ + "lightweight rail adapter for S&W Sigma", + "frequently purchased with Cooma Avid Bb7 Juicy 3 5 7 Replacement Brake Pads By Provide Quiet Smooth Braking Long Life Resin Organic Semi-metallic" + ] + } + } + }, + { + "query": "Are there any Ar brand skate guards available that specifically focus on protecting against sharp blades? I'm not particularly worried about compatibility with shoe size or walking ease.", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Ar" + ], + "product": [ + "skate guards that specifically focus on protecting against sharp blades" + ] + } + } + }, + { + "query": "Is there a Cutter & Buck women's knit skort with moisture wicking technology suitable for hot weather?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Cutter & Buck" + ], + "product": [ + "women's knit skort with moisture wicking technology suitable for hot weather" + ] + } + } + }, + { + "query": "What is a highly rated lightweight paintball marker with great firepower from the Spyder brand, as recommended by reviewers?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Spyder" + ], + "product": [ + "highly rated lightweight paintball marker with great firepower", + "recommended by reviewers" + ] + } + } + }, + { + "query": "Are there any authentic tactical elbow pads available that come in universal sizes, have thick, protective cushioning, and feature anti-slip technology?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "tactical elbow pads" + ], + "product": [ + "authentic", + "universal sizes", + "thick protective cushioning", + "anti-slip technology" + ] + } + } + }, + { + "query": "Could you recommend a durable, traditional boat jigging rod with a rounded gimbal butt?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "boat jigging rod" + ], + "product": [ + "durable", + "traditional", + "rounded gimbal butt" + ] + } + } + }, + { + "query": "What are the best KR-T products for effective cramp and body pain relief?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "KR-T" + ], + "product": [ + "effective cramp and body pain relief" + ] + } + } + }, + { + "query": "Where can I find compression leg sleeves that have a length of approximately 23.6 inches, an upper circumference of about 14.25 inches, and a lower circumference close to 8.2 inches?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "compression leg sleeves" + ], + "product": [ + "length of approximately 23.6 inches", + "upper circumference of about 14.25 inches", + "lower circumference close to 8.2 inches" + ] + } + } + }, + { + "query": "Looking for a Nascar-inspired soft fleece throw blanket from Northwest that can be delivered quickly. Is this brand known for its quality products?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Northwest" + ], + "product": [ + "Nascar-inspired soft fleece throw blanket", + "delivered quickly" + ] + } + } + }, + { + "query": "Can you suggest any motorcycle sunglasses with nylon black frames and polycarbonate polarized lenses? I'm not worried about safety ratings.", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "motorcycle sunglasses" + ], + "product": [ + "nylon black frames", + "polycarbonate polarized lenses" + ] + } + } + }, + { + "query": "Looking for a good quality, economically priced surfboard bag with a drawstring closure. Any recommendations?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "surfboard bag" + ], + "product": [ + "good quality", + "economically priced", + "drawstring closure" + ] + } + } + }, + { + "query": "Can you help me find ice fishing bibs that come with boot storm gators? The size isn't important to me, just that they have this feature.", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "ice fishing bibs" + ], + "product": [ + "ice fishing bibs with boot storm gators" + ] + } + } + }, + { + "query": "Looking for a Vortex brand, marine-grade polyester dinghy cover suitable for a 10.4 foot inflatable boat and motor with sun protection features.", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Vortex" + ], + "product": [ + "marine-grade polyester dinghy cover suitable for a 10.4 foot inflatable boat and motor with sun protection features" + ] + } + } + }, + { + "query": "Can you suggest a pack of three comfortable, colorful, and trendily stylish headbands that are also noticeable?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "headbands" + ], + "product": [ + "pack of three comfortable, colorful, and trendily stylish headbands", + "noticeable" + ] + } + } + }, + { + "query": "Looking for a digital sports watch with a backlight feature activated by a button. Does it also have water resistance up to 330 feet and a durable plastic screen for damage prevention?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "digital sports watch with a backlight feature activated by a button", + "water resistance up to 330 feet", + "durable plastic screen for damage prevention" + ] + } + } + }, + { + "query": "Is there a bugout bag available that has a MOLLE / PALS panel feature and measures around 14.5 x 9 x 22 inches?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "bugout bag with a MOLLE / PALS panel feature", + "measures around 14.5 x 9 x 22 inches" + ] + } + } + }, + { + "query": "Are there any straw sandals that would pair nicely with my GTMA Kendo Hakama?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "straw sandals", + "pair nicely with GTMA Kendo Hakama" + ] + } + } + }, + { + "query": "Where can I find a durable plastic speed loader block for a Ruger SP-101 5 Shot that is also compatible with Tipton Snap Caps 22 LR, Per 10?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "durable plastic speed loader block for a Ruger SP-101 5 Shot", + "compatible with Tipton Snap Caps 22 LR, Per 10" + ] + } + } + }, + { + "query": "What's the best non-toxic bottom boat cleaner for removing algae and barnacles from a fiberglass boat with an easy application process?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "non-toxic bottom boat cleaner", + "removing algae and barnacles from a fiberglass boat", + "easy application process" + ] + } + } + }, + { + "query": "Is there any FOCO-made NFL team themed wrapping paper you can recommend?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "FOCO" + ], + "product": [ + "NFL team themed wrapping paper" + ] + } + } + }, + { + "query": "Authentic Sports Shop athletic shirt with stain resistance and moisture-wicking features for intense workouts - suggestions?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Authentic Sports Shop" + ], + "product": [ + "athletic shirt with stain resistance and moisture-wicking features for intense workouts" + ] + } + } + }, + { + "query": "Can you suggest a junior hockey goal set that would be appropriate for small kids and compatible with the Franklin Sports SG 175: Street Hockey Shin Guards we recently purchased?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "junior hockey goal set", + "appropriate for small kids", + "compatible with the Franklin Sports SG 175: Street Hockey Shin Guards" + ] + } + } + }, + { + "query": "Is there a high-quality survival buckle set similar to the D-FantiX Alloy Paracord Buckles that I previously used and loved? The set should also include an effective whistle.", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "high-quality survival buckle set", + "similar to the D-FantiX Alloy Paracord Buckles", + "include an effective whistle" + ] + } + } + }, + { + "query": "Looking for spring-loaded agility poles for training that also have standard features. We've been using the regular type and are interested in trying the ones with springs.", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "spring-loaded agility poles for training", + "standard features", + "ones with springs" + ] + } + } + }, + { + "query": "Is there an air rifle comparable in power to a .22 running CB's that would complement the Benjamin Maximus Air Rifle well?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "an air rifle comparable in power to a .22 running CB's", + "complement the Benjamin Maximus Air Rifle well" + ] + } + } + }, + { + "query": "I'm looking for a CFR women's sauna suit that offers strong compression. Can you recommend an option with reliable and fast shipping?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "CFR" + ], + "product": [ + "women's sauna suit that offers strong compression", + "reliable and fast shipping" + ] + } + } + }, + { + "query": "What are some recommended YSense yoga socks?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "YSense" + ], + "product": [ + "yoga socks" + ] + } + } + }, + { + "query": "What would be the ideal necklace gift from the brand Football Fanatics, preferably with a lobster claw closure?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Football Fanatics" + ], + "product": [ + "necklace gift", + "lobster claw closure" + ] + } + } + }, + { + "query": "Can you help me find a drawstring backpack with approximate dimensions of 32 cm by 40 cm?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "drawstring backpack with approximate dimensions of 32 cm by 40 cm" + ] + } + } + }, + { + "query": "What's a reliable red dot laser sight for pistols that's built with sturdy metal and offers a powerful laser output, unlike the weaker ones seen in cheap cat toys? It should also ideally be compact, lightweight, and fits snugly.", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "red dot laser sight for pistols" + ], + "product": [ + "reliable", + "built with sturdy metal", + "powerful laser output", + "compact", + "lightweight", + "fits snugly" + ] + } + } + }, + { + "query": "I'm looking for a Sturmey Archer small parts hub, specifically something similar to the HSL-720 Sprocket 21T 1/8 Brn. It's crucial that it has exact dimensions of 3.40 x 3.40 x 0.20.", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Sturmey Archer" + ], + "product": [ + "small parts hub", + "similar to the HSL-720 Sprocket 21T 1/8 Brn", + "exact dimensions of 3.40 x 3.40 x 0.20" + ] + } + } + }, + { + "query": "What's a highly accurate and responsive stylus for touch screens that you would recommend?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "highly accurate and responsive stylus for touch screens" + ] + } + } + }, + { + "query": "Looking for a trendy pocket knife with a black nylon fiber handle and a vibrant bead design. Also, prioritizing customer service from a reliable provider. Any suggestions?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "trendy pocket knife with a black nylon fiber handle", + "vibrant bead design", + "prioritizing customer service from a reliable provider" + ] + } + } + }, + { + "query": "Do you know of any marine-grade stainless steel hose clamps that are non-magnetic and known for their quality and rigidity?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "marine-grade stainless steel hose clamps", + "non-magnetic", + "known for their quality and rigidity" + ] + } + } + }, + { + "query": "Can you assist me in finding a camping cooking station table with a side shelf that is compatible with all types of Coleman stoves?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "camping cooking station table with a side shelf", + "compatible with all types of Coleman stoves" + ] + } + } + }, + { + "query": "Looking for a children's knit set that is not only warm for cold weather, but also has embroidered Swoosh logos. My kids love these designs!", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "children's knit set" + ], + "product": [ + "warm for cold weather", + "embroidered Swoosh logos" + ] + } + } + }, + { + "query": "Looking for an affordable Seattle Seahawks bedding set by Sports Coverage that offers a full design, not just plain white sheets.", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Sports Coverage" + ], + "product": [ + "affordable Seattle Seahawks bedding set", + "full design", + "not just plain white sheets" + ] + } + } + }, + { + "query": "Looking for a size 000 climbing cam specifically for direct aid climbing. How does Black Diamond's Camalots perform, since they are highly recommended for their camming technology?", + "answer": { + "Metapath": "product -> brand -> product", + "Restriction": { + "product": [ + "Camalots", + "highly recommended for their camming technology" + ], + "brand": [ + "Black Diamond" + ] + } + } + }, + { + "query": "I'm looking for a pony blanket that will fit my foal properly. She typically spends a lot of time wandering around the paddock and I want a snug cover for her. Can you recommend any?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "pony blanket" + ], + "product": [ + "fit my foal properly", + "snug cover", + "wandering around the paddock" + ] + } + } + }, + { + "query": "Looking for a Kentucky Wildcats home court area rug with a coated backing and serged edges that would fit well in both a home and office setting. Any recommendations?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "area rug" + ], + "product": [ + "Kentucky Wildcats home court area rug with a coated backing and serged edges", + "fit well in both a home and office setting" + ] + } + } + }, + { + "query": "Can I find a body armor holster that fits sub-compact 9mm/.40 autos with a maximum 3.5-inch barrel and features a moisture-resistant layer for sweat protection?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "holster" + ], + "product": [ + "body armor holster that fits sub-compact 9mm/.40 autos with a maximum 3.5-inch barrel", + "moisture-resistant layer for sweat protection" + ] + } + } + }, + { + "query": "Can you recommend some golf tees by Pride Golf Tees?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Pride Golf Tees" + ], + "product": [ + "golf tees by Pride Golf Tees" + ] + } + } + }, + { + "query": "What are some vintage-look, flex fitted Golden State Warriors hats with a moisture-resistant sweatband?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "hats" + ], + "product": [ + "vintage-look, flex fitted Golden State Warriors hats with a moisture-resistant sweatband" + ] + } + } + }, + { + "query": "What are some scoop neck women's tennis dresses with two front pockets that you would recommend?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "tennis dresses" + ], + "product": [ + "scoop neck women's tennis dresses with two front pockets" + ] + } + } + }, + { + "query": "Looking for a sleeping pad longer than 35 inches similar to the quality and comfort of the EXPED MegaMat 7.5 LXW.", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "sleeping pad longer than 35 inches", + "similar to the quality and comfort of the EXPED MegaMat 7.5 LXW" + ] + } + } + }, + { + "query": "Looking for a KAEPS SPORTS bike chain cleaner and lubricant that is eco-friendly, made from renewable materials, and leaves no sticky residue.", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "KAEPS SPORTS" + ], + "product": [ + "bike chain cleaner and lubricant", + "eco-friendly", + "made from renewable materials", + "leaves no sticky residue" + ] + } + } + }, + { + "query": "Where can I find an imported NBA backpack that's approximately 20 inches high, 19 inches long, and 10 inches wide?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "backpack" + ], + "product": [ + "imported NBA backpack", + "approximately 20 inches high, 19 inches long, and 10 inches wide" + ] + } + } + }, + { + "query": "Can you suggest a durable girls winter bomber hoody that can endure frequent washing and comes with front pockets for warming hands?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "winter bomber hoody" + ], + "product": [ + "durable girls winter bomber hoody", + "endure frequent washing", + "front pockets for warming hands" + ] + } + } + }, + { + "query": "Looking for a top-notch jet ski cover comparable to the Classic Accessories Stellex Personal Watercraft Cover. Ideally, I need it to feature zippered fuel tank access doors on both sides, capable of reducing internal moisture and resisting wind lofting.", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "top-notch jet ski cover", + "comparable to the Classic Accessories Stellex Personal Watercraft Cover", + "zippered fuel tank access doors on both sides", + "reducing internal moisture", + "resisting wind lofting" + ] + } + } + }, + { + "query": "Looking for a high-end golf range bag made of Rip Stop Nylon with a faux fur-like interior. Can spend freely. Any recommendations?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "golf range bag" + ], + "product": [ + "high-end", + "made of Rip Stop Nylon", + "faux fur-like interior" + ] + } + } + }, + { + "query": "Looking for a set of two replacement tips that fit Weller 8200 and Archer 64-2190 soldering guns. Any suggestions?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "a set of two replacement tips", + "fit Weller 8200 and Archer 64-2190 soldering guns" + ] + } + } + }, + { + "query": "Can you recommend a colorful Dora bicycle with an attractive animal design that would match well with a pink Dora toddler helmet?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "colorful Dora bicycle with an attractive animal design", + "match well with a pink Dora toddler helmet" + ] + } + } + }, + { + "query": "What's a good layout hunting blind from Guide Gear regardless of size or portability?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Guide Gear" + ], + "product": [ + "layout hunting blind regardless of size or portability" + ] + } + } + }, + { + "query": "What are some recommended simple Ace handball gloves with excellent grip?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Ace" + ], + "product": [ + "simple handball gloves with excellent grip" + ] + } + } + }, + { + "query": "What are some stylish Redskins-themed pet collar, leash, and ID tag sets appropriate for small pets? The set should be made from durable nylon webbing, as I've heard larger dogs have issues with this material.", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "pet collar, leash, and ID tag sets" + ], + "product": [ + "stylish Redskins-themed", + "appropriate for small pets", + "made from durable nylon webbing" + ] + } + } + }, + { + "query": "Looking for suggestions on a women's MLB flannel shirt with an extended back, similar in sporty style to the MLB San Francisco Giants Ladies Glitter Jersey Earrings my friend has. Can anyone recommend anything?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "flannel shirt" + ], + "product": [ + "women's MLB flannel shirt with an extended back", + "sporty style similar to the MLB San Francisco Giants Ladies Glitter Jersey Earrings" + ] + } + } + }, + { + "query": "Can you recommend a model of the 16.4FT 5050 RGB LED light strip from eTopxizu that offers higher brightness than the 3528 single chip?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "eTopxizu" + ], + "product": [ + "16.4FT 5050 RGB LED light strip", + "higher brightness than the 3528 single chip" + ] + } + } + }, + { + "query": "What's a good transparent rubber phone case for the iPhone 6 that keeps the original look of the device?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "transparent rubber phone case for the iPhone 6", + "keeps the original look of the device" + ] + } + } + }, + { + "query": "What are some fashionable Skinit brand iPhone 6 cases that can help keep my phone looking stylish?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Skinit" + ], + "product": [ + "fashionable iPhone 6 cases", + "keep my phone looking stylish" + ] + } + } + }, + { + "query": "Can you find a men's chronograph watch with a genuine leather strap and no additional costs or hidden fees?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "men's chronograph watch" + ], + "product": [ + "genuine leather strap", + "no additional costs or hidden fees" + ] + } + } + }, + { + "query": "Could you recommend a sports team messenger bag made entirely of cotton? Brand isn't a key consideration for me.", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "messenger bag" + ], + "product": [ + "sports team messenger bag made entirely of cotton" + ] + } + } + }, + { + "query": "What are the best off-road wheels for the Bugaboo stroller that perform well in snow, sand, and park terrains?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "Bugaboo stroller", + "off-road wheels", + "perform well in snow, sand, and park terrains" + ] + } + } + }, + { + "query": "Looking for a soft, shape-retaining hunting hat with a versatile fit and excellent color quality for camouflage. No antler designs please.", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "hunting hat" + ], + "product": [ + "soft", + "shape-retaining", + "versatile fit", + "excellent color quality for camouflage", + "no antler designs" + ] + } + } + }, + { + "query": "Looking for a stylish, well-fitted soft shell jacket that's not too pricey. Prefer one with a unique zipper design. Any suggestions?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "soft shell jacket" + ], + "product": [ + "stylish", + "well-fitted", + "not too pricey", + "unique zipper design" + ] + } + } + }, + { + "query": "Is there a golf travel cover bag that rolls smoothly and pairs well with the SKLZ Gold Flex - Golf Training Aid for Strength and Tempo Training / Golf Swing Trainer?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "golf travel cover bag that rolls smoothly", + "pairs well with the SKLZ Gold Flex - Golf Training Aid for Strength and Tempo Training / Golf Swing Trainer" + ] + } + } + }, + { + "query": "Can you suggest a stylish and comfortable women's down vest that features an adjustable cord at the hem?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "vest" + ], + "product": [ + "stylish and comfortable women's down vest", + "features an adjustable cord at the hem" + ] + } + } + }, + { + "query": "Looking for a water bottle with a small spout featuring a removable silicone nozzle for easy cleaning. Does it also come with a plastic loop for comfortable grip and a wide opening for trouble-free cleaning and refilling?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "water bottle with a small spout", + "removable silicone nozzle for easy cleaning", + "plastic loop for comfortable grip", + "wide opening for trouble-free cleaning and refilling" + ] + } + } + }, + { + "query": "What are some easily visible kites that can be seen from a distance?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "easily visible kites that can be seen from a distance" + ] + } + } + }, + { + "query": "Is there a comprehensive Trigger Point Performance self-massage guide video I can follow along with? Preferably one similar to the TriggerPoint Performance Collection for Total Body Deep Tissue Self-Massage 6 Piece that I previously enjoyed.", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "comprehensive Trigger Point Performance self-massage guide video", + "similar to the TriggerPoint Performance Collection for Total Body Deep Tissue Self-Massage 6 Piece" + ] + } + } + }, + { + "query": "Can you recommend a glass cutting board with non-slip feet to prevent it from moving during use? Also, is there any bulk purchase discount if I decide to buy more than one?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "glass cutting board with non-slip feet to prevent it from moving during use", + "bulk purchase discount" + ] + } + } + }, + { + "query": "Looking for a home workout DVD for seniors that includes both endurance and strength training sections. Any recommendations?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "home workout DVD" + ], + "product": [ + "home workout DVD for seniors", + "endurance and strength training sections" + ] + } + } + }, + { + "query": "What StowMaster landing net for saltwater fishing would you recommend that can be conveniently stored compactly in a boat or car, preferably one that's designed to shrink to half its size?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "StowMaster" + ], + "product": [ + "landing net for saltwater fishing", + "conveniently stored compactly in a boat or car", + "designed to shrink to half its size" + ] + } + } + }, + { + "query": "Looking for a latex swim cap that features a stylish leaf texture, similar to the Luxury Divas Textured Latex Rubber Swim Cap with Strap, which I had a great experience with. Can you recommend something like that?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "latex swim cap", + "features a stylish leaf texture", + "similar to the Luxury Divas Textured Latex Rubber Swim Cap with Strap", + "great experience" + ] + } + } + }, + { + "query": "What caliper brake is compatible with a refurbished bike that has a Tektro 319AC RH BMX Short Pull Brake Lvr Blk installed? I'm looking for seamless performance.", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "caliper brake", + "compatible with a refurbished bike that has a Tektro 319AC RH BMX Short Pull Brake Lvr Blk installed", + "seamless performance" + ] + } + } + }, + { + "query": "Where can I find a Halloween candy bucket that is about 6.5 inches wide and doubles as an attractive decoration piece?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "Halloween candy bucket that is about 6.5 inches wide", + "doubles as an attractive decoration piece" + ] + } + } + }, + { + "query": "Looking for a genuine NHL sports team necklace that's officially approved. What options do you suggest? I am open to different styles too.", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "necklace" + ], + "product": [ + "genuine NHL sports team necklace", + "officially approved", + "different styles" + ] + } + } + }, + { + "query": "What are some low-profile, easy-to-attach Exalt paintball tank covers for a 77 cubic inch ninja tank? I'm interested in minimalistic designs.", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Exalt" + ], + "product": [ + "low-profile, easy-to-attach paintball tank covers for a 77 cubic inch ninja tank", + "minimalistic designs" + ] + } + } + }, + { + "query": "Can you suggest an efficient gun cleaning mop made by Interstate Arms Corp? It's typically part of my purchase along with Outers .40 - .45/.458 Caliber Wool Mop/Swab and Birchwood Casey Gun Cleaning Patch for 2 1/4\" Square 9 mm/.38/.45 Caliber pack of 500.", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Interstate Arms Corp" + ], + "product": [ + "efficient gun cleaning mop made by Interstate Arms Corp", + "typically part of purchase with Outers .40 - .45/.458 Caliber Wool Mop/Swab", + "Birchwood Casey Gun Cleaning Patch for 2 1/4\" Square 9 mm/.38/.45 Caliber pack of 500" + ] + } + } + }, + { + "query": "Looking for a trading card box that features vintage or commemorative cards. Any suggestions for a box that offers approximately 10 packs with each pack containing around 50 cards?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "trading card box" + ], + "product": [ + "features vintage or commemorative cards", + "offers approximately 10 packs with each pack containing around 50 cards" + ] + } + } + }, + { + "query": "I'm looking for a quickly shippable varmint scope light that's compatible with the Primos Varmint 250 Yard Hunting Scope Light Kit.", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "varmint scope light", + "quickly shippable", + "compatible with the Primos Varmint 250 Yard Hunting Scope Light Kit" + ] + } + } + }, + { + "query": "What are some recoil shirt options from EvoShield?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "EvoShield" + ], + "product": [ + "recoil shirt options from EvoShield" + ] + } + } + }, + { + "query": "What double end bag is commonly purchased with the TITLE Pro Adjustable Double End Bag Tie Down?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "double end bag", + "commonly purchased with the TITLE Pro Adjustable Double End Bag Tie Down" + ] + } + } + }, + { + "query": "Where can I find a high-quality, made in US heritage banner for my sports team, approximately 9.25 x 4.25 inches in size, that showcases a chronological progression of our team logos, ideally with the corresponding years?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "high-quality, made in US heritage banner for sports team", + "approximately 9.25 x 4.25 inches in size", + "showcases a chronological progression of team logos with corresponding years" + ] + } + } + }, + { + "query": "What's a good men's shell jacket with a RECCO rescue reflector and light fleece lining, suitable for long-lasting use on outdoor adventures?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "shell jacket" + ], + "product": [ + "men's shell jacket with a RECCO rescue reflector", + "light fleece lining", + "suitable for long-lasting use on outdoor adventures" + ] + } + } + }, + { + "query": "What are some high-quality Hanwei Pudao Swords that feature a high-carbon tempered blade and showcase excellent craftsmanship?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Hanwei" + ], + "product": [ + "high-quality Hanwei Pudao Swords", + "high-carbon tempered blade", + "excellent craftsmanship" + ] + } + } + }, + { + "query": "Looking for a football helmet jaw pad similar to Schutt AiR Maxx TPU Football Helmet Jaw Pads - Regular Profile - 1 1/8, that assures a snug fit in helmets? My kids absolutely love them! Any recommendations?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "football helmet jaw pad similar to Schutt AiR Maxx TPU Football Helmet Jaw Pads - Regular Profile - 1 1/8", + "assures a snug fit in helmets" + ] + } + } + }, + { + "query": "What are some reliable WennoW bike locks suitable for a kid's bicycle?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "WennoW" + ], + "product": [ + "reliable bike locks suitable for a kid's bicycle" + ] + } + } + }, + { + "query": "Where can I find a trading card from the Wheels brand?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Wheels" + ], + "product": [ + "trading card" + ] + } + } + }, + { + "query": "Where can I find high-quality stirrup irons with a unique aesthetic? I'm specifically interested in designs that are intricately hand-engraved and come with rubber pads.", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "stirrup irons" + ], + "product": [ + "high-quality stirrup irons with a unique aesthetic", + "intricately hand-engraved", + "come with rubber pads" + ] + } + } + }, + { + "query": "I'm in need of a Generic brand leg pistol gun holster that's designed with a fully adjustable, non-slip lined leg strap and a quick-release buckle. It must also offer a retention system with an extra Velcro strap for enhanced safety. Importantly, it should be able to house pistols equipped with laser or flashlight mounts. But, the strap shouldn't be overly long, as I need it to sit higher up on my leg.", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Generic" + ], + "product": [ + "leg pistol gun holster", + "fully adjustable, non-slip lined leg strap", + "quick-release buckle", + "retention system with an extra Velcro strap", + "house pistols equipped with laser or flashlight mounts", + "strap shouldn't be overly long", + "sit higher up on leg" + ] + } + } + }, + { + "query": "Where can I find a Boelter Brands bistro-style coffee mug that commemorates the NFL Super Bowl 50 and is safe for both microwave and dishwasher use?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Boelter Brands" + ], + "product": [ + "bistro-style coffee mug that commemorates the NFL Super Bowl 50", + "safe for both microwave and dishwasher use" + ] + } + } + }, + { + "query": "Looking to stay hydrated during my stand-up paddleboarding adventures, could you suggest a convenient suction cup coozie? I'd prefer one that comes with an added mesh bag for storing extra items or discards.", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "coozie" + ], + "product": [ + "convenient suction cup coozie", + "added mesh bag for storing extra items or discards", + "stay hydrated during stand-up paddleboarding adventures" + ] + } + } + }, + { + "query": "Is there an NFL women's plus size v-neck tee with double white arm stripes in a unique design available?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "women's plus size v-neck tee" + ], + "product": [ + "NFL", + "double white arm stripes", + "unique design" + ] + } + } + }, + { + "query": "What's the best pool table and cue tip repair kit that includes replacement tips of 12mm and 13mm sizes?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "pool table", + "cue tip repair kit that includes replacement tips of 12mm and 13mm sizes" + ] + } + } + }, + { + "query": "Looking for a set of oversized, visually appealing bike grips. I've liked the Lowrider Twisted Grips in Chrome in the past. Any suggestions for similar products?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "a set of oversized, visually appealing bike grips", + "similar to Lowrider Twisted Grips in Chrome" + ] + } + } + }, + { + "query": "I'm looking for a set of luggage tags that have a shipping weight of around six to seven ounces. Can you recommend some that are not made of cheap materials?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "luggage tags" + ], + "product": [ + "set of luggage tags", + "shipping weight of around six to seven ounces", + "not made of cheap materials" + ] + } + } + }, + { + "query": "Looking for 1-inch earrings that can add a sparkle to her evening. Can you help me find them?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "earrings" + ], + "product": [ + "1-inch earrings that can add a sparkle to her evening" + ] + } + } + }, + { + "query": "Are there any military smoke pouches similar in style to the Fox Outdoor Military Smoke Pouch in Black that you would recommend?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "military smoke pouches", + "similar in style to the Fox Outdoor Military Smoke Pouch in Black" + ] + } + } + }, + { + "query": "Can you suggest a scuba diving flashlight with a Velcro strap mount? I would prefer if it has a strobe signal that can be identified from as far as 2 miles away.", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "scuba diving flashlight with a Velcro strap mount", + "strobe signal that can be identified from as far as 2 miles away" + ] + } + } + }, + { + "query": "Does JEF WORLD OF GOLF offer a comfortable and well-fitting golf glove made of high-quality Cabretta leather that provides excellent flexibility?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "JEF WORLD OF GOLF" + ], + "product": [ + "comfortable and well-fitting golf glove made of high-quality Cabretta leather", + "provides excellent flexibility" + ] + } + } + }, + { + "query": "Looking for a Nascar kids bike that's easy to assemble, ideally with a kickstand and rubber tires. Had issues with my previous non-rubber tires and missing kickstand.", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Nascar" + ], + "product": [ + "kids bike that's easy to assemble", + "kickstand", + "rubber tires" + ] + } + } + }, + { + "query": "What are the best quality shotgun rod adapters for cleaning shotguns with a rifle cleaning rod? I'm particularly interested in the ones similar to Hoppe's No. 9 Conversion Adapter, Rifle to Shotgun. Can you suggest any?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "best quality shotgun rod adapters for cleaning shotguns with a rifle cleaning rod", + "similar to Hoppe's No. 9 Conversion Adapter, Rifle to Shotgun" + ] + } + } + }, + { + "query": "What are some good QuickSilver aluminum boat propellers?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "QuickSilver" + ], + "product": [ + "aluminum boat propellers" + ] + } + } + }, + { + "query": "Can you recommend a neoprene weight belt with a one-hand release feature?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "neoprene weight belt with a one-hand release feature" + ] + } + } + }, + { + "query": "Where can I find a Brian Urlacher Chicago Bears jersey with an NFL Equipment jock tag on the left hem and designed in the team's unique colors?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "Brian Urlacher Chicago Bears jersey with an NFL Equipment jock tag on the left hem", + "designed in the team's unique colors" + ] + } + } + }, + { + "query": "What are some sand flea rakes that are commonly suggested with Fishbites Strips Sandflea 15 Ct Ll Fishing-Equipment?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "sand flea rakes", + "commonly suggested with Fishbites Strips Sandflea 15 Ct Ll Fishing-Equipment" + ] + } + } + }, + { + "query": "Can you help me find a thick, high-quality Georgia Bulldogs baby throw blanket woven on jacquard looms? It needs to be officially licensed.", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "baby throw blanket" + ], + "product": [ + "thick", + "high-quality", + "Georgia Bulldogs", + "woven on jacquard looms", + "officially licensed" + ] + } + } + }, + { + "query": "What are some children's casual pants with adjustable waistbands for a snug fit? Could you also provide shipping details for the chosen product?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "children's casual pants" + ], + "product": [ + "adjustable waistbands for a snug fit" + ] + } + } + }, + { + "query": "Can you help me find a tire cover for my Cruize donut spare wheel that fits the sizes in the gallery, is made from waterproof and washable polyester material?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "tire cover for Cruize donut spare wheel", + "fits the sizes in the gallery", + "waterproof and washable polyester material" + ] + } + } + }, + { + "query": "Where can I find Panasonic lithium batteries?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Panasonic" + ], + "product": [ + "lithium batteries" + ] + } + } + }, + { + "query": "I'm searching for an affordable yet high-quality Aquaglide Platinum floating bouncer made with sturdy Duratex material and RF Weld seams. We're planning a pool party and I believe this product would be the star attraction.", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Aquaglide" + ], + "product": [ + "Platinum floating bouncer", + "sturdy Duratex material", + "RF Weld seams", + "affordable yet high-quality", + "pool party star attraction" + ] + } + } + }, + { + "query": "Can I find a sleeping pad with a slightly raised head area for additional pillow support and a subtle design that doesn't highlight its contours?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "sleeping pad with a slightly raised head area for additional pillow support", + "subtle design that doesn't highlight its contours" + ] + } + } + }, + { + "query": "What are some comfortable and easy-to-wear sport sunglasses similar to the NIKE Siren Sunglasses?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "comfortable and easy-to-wear sport sunglasses", + "similar to the NIKE Siren Sunglasses" + ] + } + } + }, + { + "query": "What's a top-rated McFarlane Toys NBA sports action figure? I already own a McFarlane Sportspicks: NBA Series 3 Juwan Howard (Chase Variant) Action Figure and loved it. I'm not bothered about any additional bats or accessories though. Any recommendations?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "McFarlane Toys" + ], + "product": [ + "top-rated NBA sports action figure", + "not bothered about any additional bats or accessories" + ] + } + } + }, + { + "query": "Looking for a Festcool meditation pillow with better padding than my previous one. Any recommendations?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Festcool" + ], + "product": [ + "meditation pillow with better padding than my previous one" + ] + } + } + }, + { + "query": "Can you help me find a Gen-X paintball harness suitable for smaller players? They've been around for a while and have a reputation for making quality paintball and airsoft accessories.", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Gen-X" + ], + "product": [ + "paintball harness suitable for smaller players", + "quality paintball and airsoft accessories" + ] + } + } + }, + { + "query": "Looking for a Champion long sleeve tee shirt with a relaxed, comfortable, and loose fit.", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Champion" + ], + "product": [ + "long sleeve tee shirt with a relaxed, comfortable, and loose fit" + ] + } + } + }, + { + "query": "Is there a Georgia Bulldogs synthetic tee for men with sweat-wicking properties available in true-to-size fittings? I often have size discrepancies with online purchases.", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "tee" + ], + "product": [ + "Georgia Bulldogs synthetic tee for men with sweat-wicking properties", + "true-to-size fittings" + ] + } + } + }, + { + "query": "Looking for a road bike tire with a 220 tpi nylon casing. Any recommendations?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "road bike tire" + ], + "product": [ + "220 tpi nylon casing" + ] + } + } + }, + { + "query": "What are some top-rated press fit bottom brackets for a 24mm crank that offer better quality than OEM parts? I have been using an IceToolz Press-Fit Bearing Removal Tool for maintenance. What are some popular choices among those who use the same tool?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "top-rated press fit bottom brackets for a 24mm crank", + "better quality than OEM parts", + "popular choices among those who use an IceToolz Press-Fit Bearing Removal Tool" + ] + } + } + }, + { + "query": "Looking for a men's fishing vest made of a cotton blend from the Camo Coll brand. Are there more options available?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Camo Coll" + ], + "product": [ + "men's fishing vest made of a cotton blend" + ] + } + } + }, + { + "query": "What are some good options for a black kettlebell stand?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "kettlebell stand" + ], + "product": [ + "black kettlebell stand" + ] + } + } + }, + { + "query": "What's the best durable, reusable 20-ounce plastic pint set in a 2-pack that's perfect for enjoying NHL games during friendly gatherings?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "pint set" + ], + "product": [ + "durable, reusable 20-ounce plastic pint set in a 2-pack", + "perfect for enjoying NHL games during friendly gatherings" + ] + } + } + }, + { + "query": "What are some parachute options that can accommodate multiple people and feature strong, wrapped handles for enhanced grip?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "parachute" + ], + "product": [ + "accommodate multiple people", + "strong, wrapped handles for enhanced grip" + ] + } + } + }, + { + "query": "Is there an officially licensed Dallas Cowboys ceramic mug set available on Amazon?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Dallas Cowboys" + ], + "product": [ + "officially licensed ceramic mug set available on Amazon" + ] + } + } + }, + { + "query": "Can you help me find a durable, lightweight, and packable cycling jacket with reflective features for night-time safety? It should also have plenty of pocket space on the back and sides for storage.", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "cycling jacket" + ], + "product": [ + "durable", + "lightweight", + "packable", + "reflective features for night-time safety", + "plenty of pocket space on the back and sides for storage" + ] + } + } + }, + { + "query": "Looking for a set of junior clamcleats that can work well with the Sea Dog 002030 Clamcleat Junior. Are there any options available that are around 3.25 inches long and approximately 0.69 inches wide?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "a set of junior clamcleats", + "work well with the Sea Dog 002030 Clamcleat Junior", + "around 3.25 inches long", + "approximately 0.69 inches wide" + ] + } + } + }, + { + "query": "What is a good sports throat strap that would pair well with my black Mizuno batter's helmet replacement strap and is comfortable to wear?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "sports throat strap", + "pair well with black Mizuno batter's helmet replacement strap", + "comfortable to wear" + ] + } + } + }, + { + "query": "What's a popular and stylish Outback Trading sun hat that's easy to travel with, offers substantial sun and wind protection for the face and ears, has an authentic Australian look, and comes in larger sizes?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Outback Trading" + ], + "product": [ + "popular and stylish sun hat", + "easy to travel with", + "substantial sun and wind protection for the face and ears", + "authentic Australian look", + "larger sizes" + ] + } + } + }, + { + "query": "Are there any ski goggles available that are designed according to the ANSI Z87.1 standards for impact resistance and also offer a comfortable fit?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "ski goggles" + ], + "product": [ + "designed according to the ANSI Z87.1 standards for impact resistance", + "comfortable fit" + ] + } + } + }, + { + "query": "Looking for a SouthMarine manufactured light black plastic propeller for Yamaha outboard motors. Can you guide me?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "SouthMarine" + ], + "product": [ + "light black plastic propeller for Yamaha outboard motors" + ] + } + } + }, + { + "query": "What's the best rosin bag that can improve my grip on a bat and ball, thereby enhancing my pitching and hitting performance?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "rosin bag that can improve grip on a bat and ball", + "enhancing pitching and hitting performance" + ] + } + } + }, + { + "query": "Is there a good beach shelter similar to the Eureka! Solar Shade - Shelter (medium) that you would recommend?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "beach shelter", + "similar to the Eureka! Solar Shade - Shelter (medium)" + ] + } + } + }, + { + "query": "Searching for Adams Golf clubs with a large sweet spot and enhanced touch feel from multi-material construction.", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Adams Golf" + ], + "product": [ + "clubs with a large sweet spot", + "enhanced touch feel from multi-material construction" + ] + } + } + }, + { + "query": "What are some recommended facemasks from Outdoor Technology? I'm considering their products for my upcoming purchase based on the reviews I've heard.", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Outdoor Technology" + ], + "product": [ + "facemasks from Outdoor Technology", + "recommended based on reviews" + ] + } + } + }, + { + "query": "Where can I find Rhode Island Novelty flying dragonflies that are known for their excellent flight performance?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Rhode Island Novelty" + ], + "product": [ + "flying dragonflies known for their excellent flight performance" + ] + } + } + }, + { + "query": "Can you suggest a user-friendly fiddle block that would work well with my Lewmar Fiddle Block W/Cam & Becket44; Black 29925039BK?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "user-friendly fiddle block", + "work well with my Lewmar Fiddle Block W/Cam & Becket44; Black 29925039BK" + ] + } + } + }, + { + "query": "Where can I find a cute Aminco-made MLB themed lanyard with a Hello Kitty design? It's intended as a gift.", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Aminco" + ], + "product": [ + "cute MLB themed lanyard with a Hello Kitty design" + ] + } + } + }, + { + "query": "What's a durable Vortex spotting scope case that fits an 80mm scope perfectly?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Vortex" + ], + "product": [ + "durable spotting scope case that fits an 80mm scope perfectly" + ] + } + } + }, + { + "query": "Can you recommend any bike saddles with a seamless vacuum seal finish?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "bike saddles" + ], + "product": [ + "seamless vacuum seal finish" + ] + } + } + }, + { + "query": "Looking for comfortable and flexible youth baseball pants that pair well with the Accubat Pro Model for my son's training. Need ones with a better fit than what we've tried before. Any suggestions?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "baseball pants" + ], + "product": [ + "comfortable and flexible youth baseball pants", + "pair well with the Accubat Pro Model", + "better fit for training" + ] + } + } + }, + { + "query": "Can the Portable Inflatable Life Jacket Snorkel Vest be easily used and worn? Would it be compatible with the Rrtizan Adult Inflatable Snorkel Vest for enhanced safety while swimming?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "Portable Inflatable Life Jacket Snorkel Vest", + "easily used and worn", + "compatible with the Rrtizan Adult Inflatable Snorkel Vest for enhanced safety while swimming" + ] + } + } + }, + { + "query": "Looking for recommendations for a comfortable and durable pocket knife with a rubberized handle, as steel handles haven't worked well for me in the past.", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "pocket knife" + ], + "product": [ + "comfortable and durable pocket knife with a rubberized handle", + "steel handles haven't worked well" + ] + } + } + }, + { + "query": "Looking for a cotton Denver Broncos Retro Mark Cuffed Pom Knit Beanie Hat/Cap that can fit all head sizes comfortably. Any suggestions?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "cotton Denver Broncos Retro Mark Cuffed Pom Knit Beanie Hat/Cap that can fit all head sizes comfortably" + ] + } + } + }, + { + "query": "Is there a FlyJetBoard available that can provide an exhilarating flight-like experience and also has the capability to dive underwater?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "FlyJetBoard", + "exhilarating flight-like experience", + "capability to dive underwater" + ] + } + } + }, + { + "query": "What are some top-rated fish blades from reliable brands such as Shasta Tackle that can enhance my fishing experience?", + "answer": { + "Metapath": "brand -> product <- category", + "Restriction": { + "brand": [ + "Shasta Tackle" + ], + "category": [ + "fish blades" + ], + "product": [ + "top-rated fish blades", + "enhance my fishing experience" + ] + } + } + }, + { + "query": "Are there any humorous Ohio State Buckeyes lace garters from Football Fanatics that are officially licensed by the NCAA?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Football Fanatics" + ], + "product": [ + "humorous Ohio State Buckeyes lace garters", + "officially licensed by the NCAA" + ] + } + } + }, + { + "query": "Looking for recommendations on a Ducks Unlimited 6-panel mid-crown style casual cap made of cotton canvas.", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Ducks Unlimited" + ], + "product": [ + "6-panel mid-crown style casual cap made of cotton canvas" + ] + } + } + }, + { + "query": "What are some recommended Mizuno running shorts?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Mizuno" + ], + "product": [ + "running shorts" + ] + } + } + }, + { + "query": "What is a good solar shower option with a height of approximately 5.5 feet that would fit in a limited installation space?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "solar shower", + "height of approximately 5.5 feet", + "fit in a limited installation space" + ] + } + } + }, + { + "query": "Can you suggest any stirrup hobbles sold in pairs? I'm in search of a set.", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "stirrup hobbles sold in pairs" + ] + } + } + }, + { + "query": "Looking for a budget-friendly, bright cycling bike headlight that's compatible with a 26-inch black Bent Spring Fork.", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "budget-friendly, bright cycling bike headlight", + "compatible with a 26-inch black Bent Spring Fork" + ] + } + } + }, + { + "query": "Could you recommend a carefully crafted pewter skull bead from Schmuckatelli Co.? I'm looking for something with meticulous detail.", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Schmuckatelli Co." + ], + "product": [ + "carefully crafted pewter skull bead", + "meticulous detail" + ] + } + } + }, + { + "query": "What's a slim and compact folding knife that can comfortably fit in my backpack along with my Gerber Fullback Knife [31-003011] and Gerber Myth Compact Fixed Blade Knife with Sharpener [31-001156]?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "slim and compact folding knife", + "fit in my backpack", + "along with my Gerber Fullback Knife [31-003011]", + "Gerber Myth Compact Fixed Blade Knife with Sharpener [31-001156]" + ] + } + } + }, + { + "query": "Is there a vintage-style youth pullover fleece hoodie with a CCM Patch available?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "vintage-style youth pullover fleece hoodie with a CCM Patch" + ] + } + } + }, + { + "query": "What are the best aquatic fins for improving strength and flexibility faster than traditional land rehab? I would prefer ones that can be used with a flotation device like the TheraBand Kickroller. Ideally, they should also pair well with the WaterGym Water Aerobics Float Belt. Can anyone provide recommendations?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "aquatic fins for improving strength and flexibility", + "used with a flotation device like the TheraBand Kickroller", + "pair well with the WaterGym Water Aerobics Float Belt" + ] + } + } + }, + { + "query": "Looking for a traditional scimitar sword with a hand-forged blade, enhanced with a solid brass guard and pommel, to complete my collection.", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "sword" + ], + "product": [ + "traditional scimitar sword with a hand-forged blade", + "enhanced with a solid brass guard and pommel" + ] + } + } + }, + { + "query": "I need a camping table set with chairs that have a weight capacity of 400 lbs. I'm not particularly concerned about the sturdiness of the table top.", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "camping table set with chairs" + ], + "product": [ + "weight capacity of 400 lbs" + ] + } + } + }, + { + "query": "What's the best Rothco rifle rag cover that is easy to use and comfortable, without sacrificing performance?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Rothco" + ], + "product": [ + "rifle rag cover that is easy to use and comfortable, without sacrificing performance" + ] + } + } + }, + { + "query": "Looking for a high-quality double pistol case that features robust zippers and bags. As a regular hunter, I've been carrying the Blackhawk Sportster Deluxe Range Hunting Bag. Need a pistol case that pairs well with it.", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "high-quality double pistol case", + "features robust zippers and bags", + "pairs well with the Blackhawk Sportster Deluxe Range Hunting Bag" + ] + } + } + }, + { + "query": "Looking for durable and affordable skateboard bearings that could potentially last around 3 years. Previously purchased a Bones Bearings Press Puller, Bones Bearing Tool, and Sure-Grip All American Plus Wheels White. Are there any skateboard bearings frequently bought with these items?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "durable and affordable skateboard bearings", + "potentially last around 3 years", + "frequently bought with Bones Bearings Press Puller, Bones Bearing Tool, and Sure-Grip All American Plus Wheels White" + ] + } + } + }, + { + "query": "What are some versatile headwear pieces from Charming that can be styled in different ways?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Charming" + ], + "product": [ + "versatile headwear pieces", + "can be styled in different ways" + ] + } + } + }, + { + "query": "Where can I find a Wisconsin Badgers NCAA pullover hooded jacket that's not only unique but also made of breathable, dri-fit-like material? It should also have a hood with string toggles for adjustment.", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "pullover hooded jacket" + ], + "product": [ + "Wisconsin Badgers NCAA pullover hooded jacket", + "unique", + "breathable, dri-fit-like material", + "hood with string toggles for adjustment" + ] + } + } + }, + { + "query": "Is there a certified Fenway Park Boston Red Sox framed panorama available that includes a game-used ball? Also, does it come with a certificate of authenticity?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "certified Fenway Park Boston Red Sox framed panorama", + "includes a game-used ball", + "comes with a certificate of authenticity" + ] + } + } + }, + { + "query": "Looking for a US-made, machine-washable women's wool skirt with a 4.5-inch hidden pocket near the front hip for conveniently carrying small items. Preferably, it should not have a tightly fitting waistband.", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "skirt" + ], + "product": [ + "US-made", + "machine-washable women's wool skirt", + "4.5-inch hidden pocket near the front hip", + "conveniently carrying small items", + "not have a tightly fitting waistband" + ] + } + } + }, + { + "query": "What's a good Adidas youth baseball jacket that's easy to clean? I'm searching for a gift for my baseball-loving nephew.", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Adidas" + ], + "product": [ + "youth baseball jacket", + "easy to clean" + ] + } + } + }, + { + "query": "Looking for a lightweight, affordable self-defense tool weighing less than 2 ounces as an alternative to a tactical pen. It should also be something that would be useful to those who purchase a Kabar TDI LDK Knife.", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "lightweight, affordable self-defense tool weighing less than 2 ounces", + "alternative to a tactical pen", + "useful to those who purchase a Kabar TDI LDK Knife" + ] + } + } + }, + { + "query": "Looking for a CHAMPRO table tennis post recommendation, strength isn't a priority.", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "CHAMPRO" + ], + "product": [ + "table tennis post", + "strength isn't a priority" + ] + } + } + }, + { + "query": "Looking for a high-quality Boston Red Sox replica baseball jersey with a fashionable design and a rounded hem. Preferably, it should have no player names or numbers on the back.", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "baseball jersey" + ], + "product": [ + "high-quality Boston Red Sox replica", + "fashionable design", + "rounded hem", + "no player names or numbers on the back" + ] + } + } + }, + { + "query": "Where can I find an Olympique Marseille sports team scarf with their emblem on it?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Olympique Marseille" + ], + "product": [ + "sports team scarf with their emblem on it" + ] + } + } + }, + { + "query": "Looking for pedal platforms compatible with my clipless pedals. They need to be durable, detachable, made from ABS plastic, and designed for comfort. Does such a product exist?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "pedal platforms compatible with clipless pedals", + "durable", + "detachable", + "made from ABS plastic", + "designed for comfort" + ] + } + } + }, + { + "query": "Can you recommend a squash racquet designed for power players, preferably one constructed with Karophite Black interlaced with basalt fibers?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "squash racquet" + ], + "product": [ + "designed for power players", + "constructed with Karophite Black interlaced with basalt fibers" + ] + } + } + }, + { + "query": "Can you recommend a quiet golf practice target with extra strength for use with a training net?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "golf practice target" + ], + "product": [ + "quiet", + "extra strength", + "use with a training net" + ] + } + } + }, + { + "query": "Looking for an adjustable tension in-line planer board release that stays put until I choose to remove it. I frequently use the Krazywolf Heavy Tension Snap Release Clip and Off Shore OR12L Left Side Planer. Where can I find a version that is similar but also compatible with these?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "adjustable tension in-line planer board release that stays put until removal", + "compatible with Krazywolf Heavy Tension Snap Release Clip", + "compatible with Off Shore OR12L Left Side Planer" + ] + } + } + }, + { + "query": "What are some recommended Borussia Dortmund football shirts that can be delivered quickly for a Christmas gift?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Borussia Dortmund" + ], + "product": [ + "football shirts", + "delivered quickly for a Christmas gift" + ] + } + } + }, + { + "query": "What are some album suggestions for music composed by Andre Kostelanetz that feature around twenty tracks and are from the Kostelanetz brand?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Kostelanetz" + ], + "product": [ + "album suggestions for music composed by Andre Kostelanetz that feature around twenty tracks" + ] + } + } + }, + { + "query": "Does Robin Ruth offer a casual, everyday baseball cap with embroidery?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Robin Ruth" + ], + "product": [ + "casual, everyday baseball cap with embroidery" + ] + } + } + }, + { + "query": "What's the best portable toddler bed for camping that comes with a washable matching fitted sheet?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "toddler bed" + ], + "product": [ + "portable toddler bed for camping", + "comes with a washable matching fitted sheet" + ] + } + } + }, + { + "query": "What is a portable and easy-to-use turkey box call chalk that pairs well with the Hunters Specialties H.S. Strut Twin Pack Strikers that I already plan on purchasing? Any recommendations?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "portable and easy-to-use turkey box call chalk", + "pairs well with the Hunters Specialties H.S. Strut Twin Pack Strikers" + ] + } + } + }, + { + "query": "Could you suggest a lightweight left-handed bowfishing kit that weighs approximately 3.4 pounds? I'm looking for something with a draw weight of 30 to 40 pounds and a draw length of 15 to 30 inches.", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "lightweight left-handed bowfishing kit", + "weighs approximately 3.4 pounds", + "draw weight of 30 to 40 pounds", + "draw length of 15 to 30 inches" + ] + } + } + }, + { + "query": "What are some foam swords that can give me an immersive ancient Roman Colosseum experience?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "foam swords", + "immersive ancient Roman Colosseum experience" + ] + } + } + }, + { + "query": "Searching for a portable, user-friendly LED armband with a unique design and superior brightness for nighttime visibility. Recently, the Nathan Running Flashlight. Hand Held Torch Zephyr Fire 100 with Siren. LED Light for Runners, Walkers, Cyclist, Kids, Security. Handheld Dual Front and Back Light to See and Be-Seen. Rechargeable Battery has revolutionized my night activities, so I'm now seeking a matching armband to enhance my experience.", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "portable, user-friendly LED armband with a unique design and superior brightness for nighttime visibility", + "matching armband to enhance my experience", + "Nathan Running Flashlight. Hand Held Torch Zephyr Fire 100 with Siren. LED Light for Runners, Walkers, Cyclist, Kids, Security. Handheld Dual Front and Back Light to See and Be-Seen. Rechargeable Battery" + ] + } + } + }, + { + "query": "Looking for a more effective pain relief cream than my previous ones, preferably from Biomega. It should not cause any discomfort or irritation.", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Biomega" + ], + "product": [ + "more effective pain relief cream", + "not cause any discomfort or irritation" + ] + } + } + }, + { + "query": "Looking for a comfortable SPRI thigh cuff with generously padded straps, any suggestions?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "SPRI" + ], + "product": [ + "comfortable SPRI thigh cuff with generously padded straps" + ] + } + } + }, + { + "query": "Looking for World Sport agility dots suitable for balance and stability exercises. Is it okay if they have a slight odor?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "World Sport" + ], + "product": [ + "agility dots suitable for balance and stability exercises", + "slight odor" + ] + } + } + }, + { + "query": "Where can I find a complete headlight and tail light kit for a 2008 or newer Club Car Precedent Electric Golf Cart? It should come with comprehensive installation instructions and diagram, along with the necessary hardware. Any suggestions?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "complete headlight and tail light kit for a 2008 or newer Club Car Precedent Electric Golf Cart", + "comprehensive installation instructions and diagram", + "necessary hardware" + ] + } + } + }, + { + "query": "Can you recommend a USC Trojans Cardinal Cooler Hat Backpack that features padded and adjustable shoulder straps?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "USC Trojans Cardinal Cooler Hat Backpack", + "padded and adjustable shoulder straps" + ] + } + } + }, + { + "query": "What are some Canari cycling jerseys options regardless of fit or design?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Canari" + ], + "product": [ + "cycling jerseys" + ] + } + } + }, + { + "query": "I'm looking for a scope mount that can complement my recently purchased Ade Advanced Optics 1\" Scope Ring Adaptor with Picatinny/weaver/universal Rail. Ideally, it should add at least four extra Picatinny slots and be designed to fit a 30mm scope tube. Can you recommend one?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "scope mount", + "complement my recently purchased Ade Advanced Optics 1\" Scope Ring Adaptor with Picatinny/weaver/universal Rail", + "add at least four extra Picatinny slots", + "designed to fit a 30mm scope tube" + ] + } + } + }, + { + "query": "Can anyone recommend a lightweight spoke wrench that's comfortable to hold and compatible with the Park Tool TS-8 Home Mechanic Wheel Truing Stand?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "lightweight spoke wrench", + "comfortable to hold", + "compatible with the Park Tool TS-8 Home Mechanic Wheel Truing Stand" + ] + } + } + }, + { + "query": "Can the DeSantis pocket holster also be used as an inside-the-waistband holster specifically for a Diamondback DB380?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "DeSantis pocket holster", + "inside-the-waistband holster", + "Diamondback DB380" + ] + } + } + }, + { + "query": "What is a good resistance band kit from Flexible Sport that I can use for various exercises and rehabilitation purposes? Preferably, I am looking for one that includes an exercise guide and can be used at the gym or at home.", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Flexible Sport" + ], + "product": [ + "resistance band kit for various exercises and rehabilitation purposes", + "includes an exercise guide", + "can be used at the gym or at home" + ] + } + } + }, + { + "query": "Is there a one-piece swimsuit that has been listed on Amazon since approximately mid-June 2015?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "one-piece swimsuit listed on Amazon since approximately mid-June 2015" + ] + } + } + }, + { + "query": "I'm currently enjoying my new Atom Drop Through Longboard - 40 Inch and am thinking about getting the Bones Super Swiss 6 Skateboard Bearings 8 Pack. Can you recommend any skateboard bearings that are well-suited for my longboard and offer fast delivery? I'm also particularly interested in items that are precisely as advertised.", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "Atom Drop Through Longboard - 40 Inch", + "Bones Super Swiss 6 Skateboard Bearings 8 Pack", + "skateboard bearings well-suited for longboard", + "fast delivery", + "precisely as advertised" + ] + } + } + }, + { + "query": "What's a suitable daytime viewing zoom spotting scope from the ORION brand?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "ORION" + ], + "product": [ + "daytime viewing zoom spotting scope" + ] + } + } + }, + { + "query": "What are some popular gun stock accessories often searched with the AimPoint 3X Magnifier with Twist Mount Picatinny Spacer Kit?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "AimPoint 3X Magnifier with Twist Mount Picatinny Spacer Kit", + "popular gun stock accessories often searched with the AimPoint 3X Magnifier with Twist Mount Picatinny Spacer Kit" + ] + } + } + }, + { + "query": "What are some durable paintball barrels that are compatible with the Deadlywind Carbon Fiber Whip Barrel Tip - Dye UL / Proto - 14inch Overall?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "durable paintball barrels", + "compatible with the Deadlywind Carbon Fiber Whip Barrel Tip - Dye UL / Proto - 14inch Overall" + ] + } + } + }, + { + "query": "Can you suggest a ProPower battery gauge with a clear display and an LED indicator for low charge? It should also be easy to install.", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "ProPower" + ], + "product": [ + "battery gauge with a clear display and an LED indicator for low charge", + "easy to install" + ] + } + } + }, + { + "query": "Looking for a warm, thick beanie similar to those made from 260gm Realfleece or Merino Real Fleece fabric. Ideally, it should be large enough to cover the ears properly. Any recommendations?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "warm, thick beanie", + "similar to those made from 260gm Realfleece or Merino Real Fleece fabric", + "large enough to cover the ears properly" + ] + } + } + }, + { + "query": "Can anyone recommend a top-rated framed poster print from the Laminated Visuals brand?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Laminated Visuals" + ], + "product": [ + "top-rated framed poster print from the Laminated Visuals brand" + ] + } + } + }, + { + "query": "Is there a Beyond brand phone case that fits the Apple iPhone 4 or iPhone 4G?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Beyond" + ], + "product": [ + "phone case that fits the Apple iPhone 4 or iPhone 4G" + ] + } + } + }, + { + "query": "Looking for a scuba diving gauge console that can easily attach to the hose and offers effortless viewing. What console would be a good match for the New Oceanic Max Depth Swiv Combo with Pressure Gauge & Depth Gauge (PSI) I plan on getting?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "scuba diving gauge console", + "easily attach to the hose", + "offers effortless viewing", + "good match for the New Oceanic Max Depth Swiv Combo with Pressure Gauge & Depth Gauge (PSI)" + ] + } + } + }, + { + "query": "Can you suggest a lightweight, durable, and easy-to-install tire liner that is 40mm wide, suitable for my mountain/29er bike?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "tire liner" + ], + "product": [ + "lightweight", + "durable", + "easy-to-install", + "40mm wide", + "suitable for mountain/29er bike" + ] + } + } + }, + { + "query": "Can you suggest a durable, dual-layer protective case for the Samsung Galaxy S6 that provides substantial corner impact protection? It should also allow easy access to controls and the charging port.", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "durable, dual-layer protective case for the Samsung Galaxy S6", + "substantial corner impact protection", + "easy access to controls and the charging port" + ] + } + } + }, + { + "query": "What are some highly recommended bright tactical light systems for weapons that are durable under rough conditions? Ideally, ones that come with versatile mounts suitable for any firearm from a 12 gauge to a .22 caliber.", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "tactical light systems for weapons" + ], + "product": [ + "highly recommended bright tactical light systems", + "durable under rough conditions", + "versatile mounts suitable for any firearm from a 12 gauge to a .22 caliber" + ] + } + } + }, + { + "query": "Can I find a carbine stock that works with carbine springs and allows the addition of slide-on butt pads?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "carbine stock", + "works with carbine springs", + "allows the addition of slide-on butt pads" + ] + } + } + }, + { + "query": "Looking for a sturdy camping plate with a diameter of 9.4 inches.", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "camping plate" + ], + "product": [ + "sturdy camping plate with a diameter of 9.4 inches" + ] + } + } + }, + { + "query": "What are the best-rated topwater saltwater fishing lures? Also, what are the popular add-on items people usually purchase with the Rapala Skitter Walk 11 in Gold Mullet?", + "answer": { + "Metapath": "category -> product -> product", + "Restriction": { + "category": [ + "topwater saltwater fishing lures" + ], + "product": [ + "best-rated topwater saltwater fishing lures", + "Rapala Skitter Walk 11 in Gold Mullet", + "popular add-on items" + ] + } + } + }, + { + "query": "What's a compact, durable, and easy-to-assemble JBL speargun that I can put together while on the boat?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "JBL" + ], + "product": [ + "compact, durable, and easy-to-assemble speargun", + "put together while on the boat" + ] + } + } + }, + { + "query": "Can you help me find a cottage or garden-style patio umbrella mosquito net that is easy to set up and take down?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "patio umbrella mosquito net" + ], + "product": [ + "cottage or garden-style", + "easy to set up and take down" + ] + } + } + }, + { + "query": "Looking for a Kent food product that is suitable for people with difficulties swallowing, any suggestions?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Kent" + ], + "product": [ + "suitable for people with difficulties swallowing" + ] + } + } + }, + { + "query": "Is there a reasonably priced small-sized Arsenal F.C. t-shirt available?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "reasonably priced small-sized Arsenal F.C. t-shirt" + ] + } + } + }, + { + "query": "Where can I find a fast delivery for an OMG_Shop waist trimmer that provides instant abs and back support?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "OMG_Shop" + ], + "product": [ + "waist trimmer that provides instant abs and back support", + "fast delivery" + ] + } + } + }, + { + "query": "What are some high-performance, sleek fitting swim caps imported from overseas?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "high-performance, sleek fitting swim caps imported from overseas" + ] + } + } + }, + { + "query": "Is there a durable wristband produced by Boondock Saints that can withstand constant usage?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Boondock Saints" + ], + "product": [ + "durable wristband", + "withstand constant usage" + ] + } + } + }, + { + "query": "What are some recommended LED life jacket emergency signals that could help in identifying my campsite at night? I'm specifically looking for ones that are compatible with the Lifesaving Systems Corp SIRIUS LED Strobe Light, a signaling strobe approved by the US Coast Guard.", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "LED life jacket emergency signals", + "help in identifying my campsite at night", + "compatible with the Lifesaving Systems Corp SIRIUS LED Strobe Light", + "signaling strobe approved by the US Coast Guard" + ] + } + } + }, + { + "query": "Looking for a 6-gallon container filled with softballs, without compromising on quality.", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "6-gallon container filled with softballs", + "without compromising on quality" + ] + } + } + }, + { + "query": "Can you suggest a pro tour-grade golf towel that's absorbent, quick to dry, and doesn't have any metallic parts?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "golf towel" + ], + "product": [ + "pro tour-grade", + "absorbent", + "quick to dry", + "doesn't have any metallic parts" + ] + } + } + }, + { + "query": "Can I find a dog collar that is adjustable, has a tag clip, and supports conservation efforts with every purchase?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "dog collar" + ], + "product": [ + "adjustable", + "has a tag clip", + "supports conservation efforts with every purchase" + ] + } + } + }, + { + "query": "I'm looking for a Kershaw hunting knife with a rubber grip for steady handling. Can you recommend a model that's roughly around 6.3 ounces in weight?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Kershaw" + ], + "product": [ + "hunting knife with a rubber grip for steady handling", + "roughly around 6.3 ounces in weight" + ] + } + } + }, + { + "query": "Looking for a reliable pepper spray brand trusted by law enforcement agencies. Preferably one that comes with a sleek black, studded carrying case and includes UV dye for identification. Any suggestions?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "trusted by law enforcement agencies" + ], + "product": [ + "pepper spray", + "sleek black, studded carrying case", + "includes UV dye for identification" + ] + } + } + }, + { + "query": "What saddle pad liners from Intrepid International are designed to be compatible with different types of saddles, and also provide a breathable and non-slip cushioning for other pads?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Intrepid International" + ], + "product": [ + "saddle pad liners", + "designed to be compatible with different types of saddles", + "provide a breathable and non-slip cushioning for other pads" + ] + } + } + }, + { + "query": "Can you help me find Ganzfeld glasses that are compatible with the Kasina?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "Ganzfeld glasses", + "compatible with the Kasina" + ] + } + } + }, + { + "query": "What are some Adams Golf putters that would match well with my golf shoes?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Adams Golf" + ], + "product": [ + "putters", + "match well with my golf shoes" + ] + } + } + }, + { + "query": "Can you suggest a UV repair kit for fishing that works well with Loon Outdoors UV Knot Sense?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "UV repair kit for fishing", + "works well with Loon Outdoors UV Knot Sense" + ] + } + } + }, + { + "query": "What's the best crossbow string for easy installation and compatibility with a TenPoint Vapor Crossbow?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "crossbow string", + "easy installation", + "compatibility with a TenPoint Vapor Crossbow" + ] + } + } + }, + { + "query": "Can you recommend a high-performing, patented design outboard motor tote, even if it's not designed to remain on the motor permanently?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "high-performing, patented design outboard motor tote", + "not designed to remain on the motor permanently" + ] + } + } + }, + { + "query": "Is there a basic trailer light kit from XtremepowerUS available? I'm primarily interested in all lights being functional, sturdy build quality and comprehensive instructions aren't my major concerns.", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "XtremepowerUS" + ], + "product": [ + "basic trailer light kit", + "all lights being functional", + "sturdy build quality" + ] + } + } + }, + { + "query": "Is there a SKLZ futsal goal that can enhance my practice and simulate a realistic game experience? It would be great if it's sturdy enough for outdoor use and has a design that prevents it from moving without needing extra weights.", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "SKLZ" + ], + "product": [ + "futsal goal that can enhance practice and simulate a realistic game experience", + "sturdy enough for outdoor use", + "design that prevents it from moving without needing extra weights" + ] + } + } + }, + { + "query": "Can you recommend some Pack'em brand kayak or canoe paddle clips to improve my water adventures?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Pack'em" + ], + "product": [ + "kayak or canoe paddle clips to improve water adventures" + ] + } + } + }, + { + "query": "Does anyone know of a fantasy claw knife that can be securely strapped to my arm?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "knife" + ], + "product": [ + "fantasy claw knife that can be securely strapped to my arm" + ] + } + } + }, + { + "query": "Looking for a wrist wallet that can also be worn on the ankle and hold a small amount of cash and ID. Any suggestions?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "wrist wallet that can also be worn on the ankle", + "hold a small amount of cash and ID" + ] + } + } + }, + { + "query": "What set of bumper pool balls would best complement my 2 1/8-inch Empire USA American Snooker Ball Set?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "bumper pool balls", + "complement 2 1/8-inch Empire USA American Snooker Ball Set" + ] + } + } + }, + { + "query": "Looking for a chalk-free turkey call that can produce high-pitched, water-resistant cutts and yelps. Preferably from Flambeau Turkey brand. Any recommendations?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Flambeau Turkey" + ], + "product": [ + "chalk-free turkey call", + "produce high-pitched, water-resistant cutts and yelps" + ] + } + } + }, + { + "query": "Can you help me find a trailer bunk padding that is compatible with my CE Smith Trailer Roll Carpet Replacement Parts and Accessories for my Ski Boat?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "trailer bunk padding", + "compatible with CE Smith Trailer Roll Carpet Replacement Parts and Accessories for Ski Boat" + ] + } + } + }, + { + "query": "Could you recommend a two-piece wetsuit, featuring waist-high pants and a jacket, that accurately fits according to the provided size chart?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "wetsuit" + ], + "product": [ + "two-piece wetsuit", + "waist-high pants", + "jacket", + "accurately fits according to the provided size chart" + ] + } + } + }, + { + "query": "Can you suggest a flexible silicone camouflage stencil that could effectively conceal my rifle?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "flexible silicone camouflage stencil", + "effectively conceal my rifle" + ] + } + } + }, + { + "query": "What are some recommended bat knob cuffs for the Muhl Tech Advanced Skills Batting Tee that are easy to install?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "bat knob cuffs", + "Muhl Tech Advanced Skills Batting Tee", + "easy to install" + ] + } + } + }, + { + "query": "Is there a high-quality fishing hook that would pair well with my Lazer Sharp L038F-8 Salmon Egg Up Eye 1 Slice Hook, 50 Piece (Gold)? It should also be large enough to accommodate live bait or longer worms. Any recommendations?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "high-quality fishing hook", + "pair well with Lazer Sharp L038F-8 Salmon Egg Up Eye 1 Slice Hook, 50 Piece (Gold)", + "large enough to accommodate live bait or longer worms" + ] + } + } + }, + { + "query": "Are there any leader loops produced by CRTLND that you would recommend?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "CRTLND" + ], + "product": [ + "leader loops produced by CRTLND" + ] + } + } + }, + { + "query": "Looking for lightweight, high-speed crossbow arrows for Reverse Draw or other crossbows with shorter powerstrokes. Any suggestions?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "crossbow arrows" + ], + "product": [ + "lightweight", + "high-speed", + "for Reverse Draw or other crossbows with shorter powerstrokes" + ] + } + } + }, + { + "query": "Can you find USAMZ909 tactical gloves with a discreet nylon loop attached to the cuff for me?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "USAMZ909 tactical gloves with a discreet nylon loop attached to the cuff" + ] + } + } + }, + { + "query": "Looking for a lightweight, around 5 ounces, t-shirt that would make a perfect gift for a new dad. Any suggestions?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "t-shirt" + ], + "product": [ + "lightweight, around 5 ounces", + "perfect gift for a new dad" + ] + } + } + }, + { + "query": "Where can I find a medium-sized military football jersey of high quality, with chest and shoulder measurements of around 23 inches and a length of approximately 34 inches?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "football jersey" + ], + "product": [ + "medium-sized military football jersey of high quality", + "chest and shoulder measurements of around 23 inches", + "length of approximately 34 inches" + ] + } + } + }, + { + "query": "Looking for a double camping hammock from inweie that is compact and can fit into a small bag. Preferably, it should measure around 10 feet long and 6 feet 7 inches wide. No need for plush or ultra-soft fabric.", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "inweie" + ], + "product": [ + "double camping hammock", + "compact", + "fit into a small bag", + "10 feet long", + "6 feet 7 inches wide", + "no plush or ultra-soft fabric" + ] + } + } + }, + { + "query": "What are some affordably priced, high-quality Butler Creek slings for shotguns?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Butler Creek" + ], + "product": [ + "affordably priced, high-quality slings for shotguns" + ] + } + } + }, + { + "query": "Can you suggest any humorous Michigan football fan t-shirts with a great fit?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "t-shirts" + ], + "product": [ + "humorous Michigan football fan t-shirts with a great fit" + ] + } + } + }, + { + "query": "SubGear snorkel suitable for free diving and as backup equipment that retains its original shape well after deformation", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "SubGear" + ], + "product": [ + "snorkel suitable for free diving", + "backup equipment", + "retains its original shape well after deformation" + ] + } + } + }, + { + "query": "What are the best socks for skateboarding that can also keep my feet warm and dry?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "socks" + ], + "product": [ + "best socks for skateboarding", + "keep my feet warm and dry" + ] + } + } + }, + { + "query": "Where can I find a Latigo leather belt with a nickel-plated solid-brass buckle?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "Latigo leather belt with a nickel-plated solid-brass buckle" + ] + } + } + }, + { + "query": "Can you recommend POC brand skiing goggles that have an anti-scratch and anti-fog coating and provide a wide field of vision?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "POC" + ], + "product": [ + "skiing goggles with anti-scratch and anti-fog coating", + "wide field of vision" + ] + } + } + }, + { + "query": "What are some Chicago Blackhawks-themed fleece throws from The Northwest Company that are good for cooler nights?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "The Northwest Company" + ], + "product": [ + "Chicago Blackhawks-themed fleece throws", + "good for cooler nights" + ] + } + } + }, + { + "query": "What are the best polymer chargers for Swiss straight pull rifles that I can use for my upcoming battle rifle competition? Previously, I've used the Made in USSR Original Soviet Russian army 91/30 Mosin Nagant Rifle Sling which I was pleased with. Are there any recommended products that are frequently purchased along with it?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "polymer chargers for Swiss straight pull rifles", + "upcoming battle rifle competition", + "frequently purchased along with the Made in USSR Original Soviet Russian army 91/30 Mosin Nagant Rifle Sling" + ] + } + } + }, + { + "query": "What are some moon clips that pair well with a newly purchased Smith & Wesson N Frame Round Butt Grips for my revolver?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "moon clips", + "pair well with a newly purchased Smith & Wesson N Frame Round Butt Grips for my revolver" + ] + } + } + }, + { + "query": "Looking for an oval belt buckle with a vintage appeal, made from high quality materials for guaranteed longevity.", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "oval belt buckle with a vintage appeal", + "made from high quality materials", + "guaranteed longevity" + ] + } + } + }, + { + "query": "Looking for a Reebok heart rate monitor with a chest strap. Any suggestions?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Reebok" + ], + "product": [ + "heart rate monitor with a chest strap" + ] + } + } + }, + { + "query": "What's a safe launch ramp for frequent use by kids and their friends with the Razor Dirt Rocket SX500 McGrath Electric Motocross Bike?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "safe launch ramp for frequent use by kids and their friends", + "Razor Dirt Rocket SX500 McGrath Electric Motocross Bike" + ] + } + } + }, + { + "query": "Is there a bike trailer available with expandable CTS carrier capabilities and ample storage? I need it to have a large cargo space at the back, a mesh pocket, and a simple, easy folding feature possibly using an ezFold system.", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "bike trailer with expandable CTS carrier capabilities", + "ample storage", + "large cargo space at the back", + "mesh pocket", + "simple, easy folding feature", + "ezFold system" + ] + } + } + }, + { + "query": "Can I find a heat-treated longboard truck and wheel set similar in aesthetics or compatibility to the Paris 180mm V2 Amanda Powell Longboard Trucks with 70mm Gel Green Wheels or the Longboard Skateboard Trucks Combo Set 70mm Bigfoot Pathfinder Wheels with Silver Trucks, Bearings, and Hardware Package?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "heat-treated longboard truck and wheel set", + "similar in aesthetics or compatibility to the Paris 180mm V2 Amanda Powell Longboard Trucks with 70mm Gel Green Wheels", + "similar in aesthetics or compatibility to the Longboard Skateboard Trucks Combo Set 70mm Bigfoot Pathfinder Wheels with Silver Trucks, Bearings, and Hardware Package" + ] + } + } + }, + { + "query": "Can anyone recommend neck seals that are compatible and fit properly with my Typhoon brand dry suit? The ones I am looking for should offer a tailored fit and use the same latex seal as the original. I'm struggling with my current seals, they don't seem to integrate well with my suit.", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Typhoon" + ], + "product": [ + "neck seals compatible with Typhoon brand dry suit", + "tailored fit", + "same latex seal as the original", + "integrate well with the suit" + ] + } + } + }, + { + "query": "Where can I find Wipe-Outs brand portable chain cleaning wipes that are individually wrapped and capable of removing deep-set grime?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Wipe-Outs" + ], + "product": [ + "portable chain cleaning wipes that are individually wrapped and capable of removing deep-set grime" + ] + } + } + }, + { + "query": "Is there an NFL Denver Broncos collector's license plate available for wall mounting?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "collector's license plate" + ], + "product": [ + "NFL Denver Broncos collector's license plate available for wall mounting" + ] + } + } + }, + { + "query": "Looking for a portable emergency air supply with balanced buoyancy similar to Spare Air. Particularly interested in the Submersible Systems Spare Air Pack Nitrox 3.0 CF that can handle Nitrox up to 40% EAN. On top of that, compatibility with equipment such as the XS Scuba Standard Tank Carrier is essential. Any recommendations that meet these criteria?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "portable emergency air supply with balanced buoyancy similar to Spare Air", + "Submersible Systems Spare Air Pack Nitrox 3.0 CF", + "handle Nitrox up to 40% EAN", + "compatibility with equipment such as the XS Scuba Standard Tank Carrier" + ] + } + } + }, + { + "query": "Looking for an Airhead portable gas range that securely holds pots and pans during use. Need one that is fuel-efficient for long camping trips, ideally consuming about 0.15 Kg of fuel per hour. Any suggestions?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Airhead" + ], + "product": [ + "portable gas range that securely holds pots and pans during use", + "fuel-efficient for long camping trips", + "consuming about 0.15 Kg of fuel per hour" + ] + } + } + }, + { + "query": "Can you help me locate a new NBA-related adidas beanie that could become my favorite one?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "adidas" + ], + "product": [ + "NBA-related beanie", + "new", + "favorite one" + ] + } + } + }, + { + "query": "Looking for a packable, lightweight climbing jacket for women with pockets for hand warmth during cold climbs. Any recommendations?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "climbing jacket" + ], + "product": [ + "packable", + "lightweight", + "for women", + "pockets for hand warmth during cold climbs" + ] + } + } + }, + { + "query": "Looking for a volleyball training machine similar to the SKLZ Hurricane Category 4 Batting Trainer. Must allow for direction adjustment and different types of shots like straight or seam. Any recommendations for a machine that helps with directed volleyball practice?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "volleyball training machine", + "similar to the SKLZ Hurricane Category 4 Batting Trainer", + "allow for direction adjustment", + "different types of shots like straight or seam", + "helps with directed volleyball practice" + ] + } + } + }, + { + "query": "Is there a stunning samurai katana sword that offers exceptional value and would pair well with a BladesUSA WS-8WX Wall Mount Sword Stand that features a Samurai Logo?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "stunning samurai katana sword", + "offers exceptional value", + "pair well with a BladesUSA WS-8WX Wall Mount Sword Stand that features a Samurai Logo" + ] + } + } + }, + { + "query": "Looking for a Brett Favre Jersey from Reebok to impress my friends at our football gatherings. Any recommendations?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Reebok" + ], + "product": [ + "Brett Favre Jersey", + "impress my friends at our football gatherings" + ] + } + } + }, + { + "query": "What's a durable adjustable wrestling knee pad that you would suggest?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "wrestling knee pad" + ], + "product": [ + "durable adjustable wrestling knee pad" + ] + } + } + }, + { + "query": "Can you suggest a wet suit repair adhesive that ensures a smooth, non-irritating finish and is completely water-resistant?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "wet suit repair adhesive", + "smooth, non-irritating finish", + "completely water-resistant" + ] + } + } + }, + { + "query": "Can you recommend a Tervis tumbler water bottle that's stylish, similar to the Tervis Xtra Green Knockout Water Bottle, 24 oz, Clear, and is capable of retaining ice for more than 5 hours?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "Tervis tumbler water bottle", + "stylish", + "similar to the Tervis Xtra Green Knockout Water Bottle, 24 oz, Clear", + "capable of retaining ice for more than 5 hours" + ] + } + } + }, + { + "query": "What's a reliable squash ball for singles play that performs well at room temperature and truly meets the specifications mentioned on its packaging?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "squash ball" + ], + "product": [ + "reliable for singles play", + "performs well at room temperature", + "meets the specifications mentioned on its packaging" + ] + } + } + }, + { + "query": "Where can I find a super soft, Crusher cloth toddler t-shirt? Preferably an imported product by a company that donates part of their profits to children in need.", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "super soft, Crusher cloth toddler t-shirt", + "imported", + "by a company that donates part of their profits to children in need" + ] + } + } + }, + { + "query": "What are some of Yakima's rooftop ski/snowboard carriers that come with a lifetime warranty, have an easy setup with universal mounting gear, can hold up to six pairs of skis or four snowboards, are constructed with durable materials, and don't need to be taken down when empty?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Yakima" + ], + "product": [ + "rooftop ski/snowboard carriers with a lifetime warranty", + "easy setup with universal mounting gear", + "hold up to six pairs of skis or four snowboards", + "constructed with durable materials", + "don't need to be taken down when empty" + ] + } + } + }, + { + "query": "What lightweight men's outdoor watches, having a casual look with a distinct logo and a white dial, are recommended especially from brands similar to Zippo?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "similar to Zippo" + ], + "product": [ + "lightweight men's outdoor watches", + "casual look", + "distinct logo", + "white dial" + ] + } + } + }, + { + "query": "What disc golf disc would complement my collection, which currently includes the Westside Discs Tournament Northman Distance Driver Golf Disc and the Westside Discs VIP Boatman Distance Driver Golf Disc?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "disc golf disc", + "complement my collection", + "Westside Discs Tournament Northman Distance Driver Golf Disc", + "Westside Discs VIP Boatman Distance Driver Golf Disc" + ] + } + } + }, + { + "query": "Looking for recommendations on Santa Cruz skateboard decks. Does anyone have any suggestions? I'm particularly interested in the traditional circle motif, preferably in white, red, or yellow color schemes.", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Santa Cruz" + ], + "product": [ + "skateboard decks", + "traditional circle motif", + "white, red, or yellow color schemes" + ] + } + } + }, + { + "query": "What are some iPhone cases with snug fit, high protection, a glossy finish, and a comfortable hand feel?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "iPhone cases" + ], + "product": [ + "snug fit", + "high protection", + "glossy finish", + "comfortable hand feel" + ] + } + } + }, + { + "query": "Looking for a fiberglass surfboard fin set that offers a smooth ride over waves and features a unique, stylish design.", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "surfboard fin set" + ], + "product": [ + "fiberglass", + "smooth ride over waves", + "unique, stylish design" + ] + } + } + }, + { + "query": "What are some reliable handheld timers from Robic suitable for personal trainers?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Robic" + ], + "product": [ + "reliable handheld timers suitable for personal trainers" + ] + } + } + }, + { + "query": "Is the 2016 Panini FIFA 365 Stickers Factory Sealed Box available? My kids loved the 2016 Panini Copa America Centenario Sticker Box earlier, particularly the broad array of global soccer stars and the small amount of duplicate stickers. Looking for something similar that they'd equally enjoy.", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "2016 Panini FIFA 365 Stickers Factory Sealed Box", + "similar to 2016 Panini Copa America Centenario Sticker Box", + "broad array of global soccer stars", + "small amount of duplicate stickers" + ] + } + } + }, + { + "query": "Is there a flexible, extendable bite valve replacement hose available that features fast shipping and comes with antimicrobial treatment for clean drinking water?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "flexible, extendable bite valve replacement hose", + "fast shipping", + "antimicrobial treatment for clean drinking water" + ] + } + } + }, + { + "query": "What are some good options for snow goggle lenses with appealing colors that also provide full UV protection?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "snow goggle lenses" + ], + "product": [ + "appealing colors", + "full UV protection" + ] + } + } + }, + { + "query": "Where can I find a Richard Lionheart medieval shield that my wife would approve of?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "Richard Lionheart medieval shield", + "my wife would approve of" + ] + } + } + }, + { + "query": "Can you recommend a bike triangle bag similar to the LoHai-CF22? I'm not concerned about the size.", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "bike triangle bag", + "similar to the LoHai-CF22" + ] + } + } + }, + { + "query": "What's the best replacement vitals part for my River Bottom Intruder 3D target that is durable for crossbow usage? I need recommendations for parts that hold up well.", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "replacement vitals part for River Bottom Intruder 3D target", + "durable for crossbow usage", + "hold up well" + ] + } + } + }, + { + "query": "I really enjoyed eating the Mountain House Ice Cream Sandwich. Can you recommend another ice cream sandwich that provides a comparable flavor journey?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "Mountain House Ice Cream Sandwich", + "comparable flavor journey" + ] + } + } + }, + { + "query": "What are some men's swimwear options that could help me improve my swimming speed more than a regular swimsuit?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "swimwear" + ], + "product": [ + "men's swimwear options that could help improve swimming speed more than a regular swimsuit" + ] + } + } + }, + { + "query": "Is there a bottle display case made in the USA that I can purchase for my existing collection? I'm not interested in cases that include extra memorabilia.", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "bottle display case made in the USA", + "for existing collection", + "not include extra memorabilia" + ] + } + } + }, + { + "query": "Can you recommend a riflescope made by Simmons?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Simmons" + ], + "product": [ + "riflescope" + ] + } + } + }, + { + "query": "What's a good recommendation for a gallon-sized First Priority brand mineral oil that could be used as an adjuvant in fertilizer or pest control treatments?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "First Priority" + ], + "product": [ + "gallon-sized mineral oil", + "used as an adjuvant in fertilizer or pest control treatments" + ] + } + } + }, + { + "query": "Can I find men's golf pants in bold, eye-catching colors similar to John Daly's style, preferably made from a comfortable cotton-spandex blend?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "golf pants" + ], + "product": [ + "men's golf pants in bold, eye-catching colors similar to John Daly's style", + "comfortable cotton-spandex blend" + ] + } + } + }, + { + "query": "Looking for a women's sports shirt that supports a charity such as breast cancer research, has excellent sweat-wicking properties, and pairs well with New Balance Women's Accelerate Capri Pants.", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "sports shirt" + ], + "product": [ + "women's sports shirt that supports a charity such as breast cancer research", + "excellent sweat-wicking properties", + "pairs well with New Balance Women's Accelerate Capri Pants" + ] + } + } + }, + { + "query": "Is there a hand-knitted winter hat with a unique design and ear flaps available on Amazon that also contributes to charitable causes for women?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "hand-knitted winter hat with a unique design and ear flaps", + "available on Amazon", + "contributes to charitable causes for women" + ] + } + } + }, + { + "query": "Looking for a high-quality, reasonably priced cycling jersey and shorts set with excellent stitching and padding for comfortable long-distance riding.", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "cycling jersey and shorts set" + ], + "product": [ + "high-quality", + "reasonably priced", + "excellent stitching", + "padding for comfortable long-distance riding" + ] + } + } + }, + { + "query": "Can you suggest a comfortable, stylish, and lightweight dress for girls with fully lined front that can be shipped within the U.S.?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "dress" + ], + "product": [ + "comfortable", + "stylish", + "lightweight", + "for girls", + "fully lined front", + "shipped within the U.S." + ] + } + } + }, + { + "query": "Is there a Red Cup Pong beer pong table that includes a unique bottle opener feature?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Red Cup Pong" + ], + "product": [ + "beer pong table", + "includes a unique bottle opener feature" + ] + } + } + }, + { + "query": "What's the best outdoor croquet set for family gatherings that has hoops with ample space for the balls to go through?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "croquet set" + ], + "product": [ + "outdoor croquet set for family gatherings", + "hoops with ample space for the balls to go through" + ] + } + } + }, + { + "query": "What are some effective travel pole spears for spearfishing that can easily be used with the Scuba Choice Spearfishing Pole Spear Adaptor Male 8mm to Female 6mm?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "effective travel pole spears for spearfishing", + "easily be used with the Scuba Choice Spearfishing Pole Spear Adaptor Male 8mm to Female 6mm" + ] + } + } + }, + { + "query": "Looking for a durable phone case for an Apple iPhone 5G/5S, preferentially one made from high-impact materials. Also, interested in a case that features a light pink silicone lining.", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "durable phone case for an Apple iPhone 5G/5S", + "high-impact materials", + "light pink silicone lining" + ] + } + } + }, + { + "query": "What trout fly line is frequently purchased together with the Piscifun Braided Fly Line Backing in 20lb or 30lb?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "Piscifun Braided Fly Line Backing in 20lb or 30lb", + "trout fly line frequently purchased together" + ] + } + } + }, + { + "query": "What are some high-quality replacement casters for my son's shower chair that can enhance its maneuverability? Preferably, they should be made from medical-grade polymer plastics.", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "high-quality replacement casters for a shower chair", + "enhance maneuverability", + "made from medical-grade polymer plastics" + ] + } + } + }, + { + "query": "What are some recommended Pelican cases with rolling handles that would pair well with my current Pelican Storm iM2500 case without foam (black) and iM2500 Storm Carry On Case with foam Interior (black)?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Pelican" + ], + "product": [ + "cases with rolling handles", + "pair well with Pelican Storm iM2500 case without foam (black)", + "pair well with iM2500 Storm Carry On Case with foam Interior (black)" + ] + } + } + }, + { + "query": "Where can I find SGT KNOTS paracord zipper pulls that are approximately 3 feet long and made from high-quality US made paracord?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "SGT KNOTS" + ], + "product": [ + "paracord zipper pulls that are approximately 3 feet long", + "made from high-quality US made paracord" + ] + } + } + }, + { + "query": "Looking for a small, versatile Damascus tracker knife that measures about 5 inches. Doesn't really matter what kind of handle it has, but would prefer one that comes with a satisfaction guarantee and a full refund policy for any problems.", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "small, versatile Damascus tracker knife that measures about 5 inches", + "satisfaction guarantee", + "full refund policy for any problems" + ] + } + } + }, + { + "query": "Can you recommend a personal safety product suitable for use when traveling alone at night, possibly with a leather keychain for convenience and easy access?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "personal safety product" + ], + "product": [ + "suitable for use when traveling alone at night", + "possibly with a leather keychain for convenience and easy access" + ] + } + } + }, + { + "query": "Looking for a replacement boat hook that's compatible with the Davis 5141 Boat Hook Replacement Tip and can effortlessly attach to the pole of my existing brush, in order to simplify my cleaning and maintenance tasks.", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "replacement boat hook", + "compatible with the Davis 5141 Boat Hook Replacement Tip", + "effortlessly attach to the pole of my existing brush", + "simplify my cleaning and maintenance tasks" + ] + } + } + }, + { + "query": "Looking for a 24-inch duffle bag with dual side zip compartments, an ideal not too big or small size, a special compartment for wet and dry storage, and an additional inner pocket for valuables.", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "duffle bag" + ], + "product": [ + "24-inch duffle bag with dual side zip compartments", + "ideal not too big or small size", + "special compartment for wet and dry storage", + "additional inner pocket for valuables" + ] + } + } + }, + { + "query": "What is a durable, effective fishing net with features that prevent the mesh from wearing out quickly?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "durable, effective fishing net", + "features that prevent the mesh from wearing out quickly" + ] + } + } + }, + { + "query": "What are some Outerstuff brand NFL Minnesota Vikings retro v-neck t-shirts with a standout logo?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Outerstuff" + ], + "product": [ + "NFL Minnesota Vikings retro v-neck t-shirts with a standout logo" + ] + } + } + }, + { + "query": "Looking for the ideal gift for a diehard Denver Broncos fan. Preferably a comforter set from the NFL with included shams that sport border details and a solid envelope closure. It's important that the set also has pillowcases that prominently display the team's emblem and name.", + "answer": { + "Metapath": "category -> brand -> product", + "Restriction": { + "category": [ + "comforter set" + ], + "brand": [ + "NFL" + ], + "product": [ + "comforter set with included shams that sport border details and a solid envelope closure", + "pillowcases that prominently display the team's emblem and name", + "Denver Broncos fan" + ] + } + } + }, + { + "query": "Can you suggest a unique knife with bronze anodized components?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "unique knife with bronze anodized components" + ] + } + } + }, + { + "query": "What is the best Dumonde Tech bicycle chain lube recommended for use?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Dumonde Tech" + ], + "product": [ + "bicycle chain lube recommended for use" + ] + } + } + }, + { + "query": "Can you recommend a lightweight stainless steel men's watch, ideally with a shipping weight of around 12.8 ounces? I'm looking for one that sits comfortably on the wrist and features a scratch-resistant hardlex crystal.", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "men's watch" + ], + "product": [ + "lightweight stainless steel", + "shipping weight of around 12.8 ounces", + "sits comfortably on the wrist", + "scratch-resistant hardlex crystal" + ] + } + } + }, + { + "query": "What are some alternatives to the BSN Short T-Nut (50 Pack), 1/8 for securing kids' helmets?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "alternatives to the BSN Short T-Nut (50 Pack), 1/8", + "securing kids' helmets" + ] + } + } + }, + { + "query": "Where can I find Deda Elementi brand handlebar tape for my bike?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Deda Elementi" + ], + "product": [ + "handlebar tape for bike" + ] + } + } + }, + { + "query": "Are there any RIMABLE toddler kick scooters with 3 LED light-up wheels that you would suggest?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "RIMABLE" + ], + "product": [ + "toddler kick scooters with 3 LED light-up wheels" + ] + } + } + }, + { + "query": "Can you help me find a Prodigy disc golf midrange that weighs between 165 to 180 grams?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Prodigy" + ], + "product": [ + "disc golf midrange that weighs between 165 to 180 grams" + ] + } + } + }, + { + "query": "Is there a Hello Kitty themed swimming cap suitable for a 5-year-old?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "Hello Kitty themed swimming cap suitable for a 5-year-old" + ] + } + } + }, + { + "query": "Can you recommend a Jack Lambert framed memorabilia with some of his inspiring quotes?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "Jack Lambert framed memorabilia with some of his inspiring quotes" + ] + } + } + }, + { + "query": "Where can I find a treadmill walking belt with a user-friendly manual and installation instructions? I need it to refurbish my old treadmill without the need to buy a new one.", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "treadmill walking belt with a user-friendly manual and installation instructions", + "refurbish old treadmill without the need to buy a new one" + ] + } + } + }, + { + "query": "Where can I find a small, ultra-soft microfiber polyester tech towel by NCAA, roughly 4.5 x 6.5 inches in size?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "NCAA" + ], + "product": [ + "small, ultra-soft microfiber polyester tech towel", + "roughly 4.5 x 6.5 inches in size" + ] + } + } + }, + { + "query": "Looking for a Gametime collapsible chair with two cup holders and featuring team logos on both sides to represent while watching games. Any recommendations?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Gametime" + ], + "product": [ + "collapsible chair with two cup holders", + "featuring team logos on both sides" + ] + } + } + }, + { + "query": "Where can I find a titanium-crafted Phiten X50 necklace in size 18?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "titanium-crafted Phiten X50 necklace in size 18" + ] + } + } + }, + { + "query": "Is there a Lifeline brand fitness training belt that I can use to enhance my cardio and physical condition? Can I also attach resistance bands to it for stationary running?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Lifeline" + ], + "product": [ + "fitness training belt", + "enhance cardio and physical condition", + "attach resistance bands for stationary running" + ] + } + } + }, + { + "query": "Can you recommend a heavy-duty tricep bomber around 35 inches long suitable for Olympic-style training?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "tricep bomber" + ], + "product": [ + "heavy-duty tricep bomber around 35 inches long suitable for Olympic-style training" + ] + } + } + }, + { + "query": "Can you recommend a Milwaukee Electric Tools brand cordless hand warmer with an adjustable strap?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Milwaukee Electric Tools" + ], + "product": [ + "cordless hand warmer with an adjustable strap" + ] + } + } + }, + { + "query": "Could you recommend a versatile cone spanner suitable for all types of bicycles?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "cone spanner" + ], + "product": [ + "versatile cone spanner suitable for all types of bicycles" + ] + } + } + }, + { + "query": "What are some 35-inch golf putters with a clear insert for a softer touch that you recommend?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "golf putters" + ], + "product": [ + "35-inch golf putters with a clear insert for a softer touch" + ] + } + } + }, + { + "query": "Where can I find an officially licensed Oregon Ducks gift set for infants which includes a hat and booties? Preferably from Creative Knitwear or any other brand with accurate dimensions.", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Creative Knitwear", + "any other brand" + ], + "product": [ + "officially licensed Oregon Ducks gift set for infants which includes a hat and booties", + "accurate dimensions" + ] + } + } + }, + { + "query": "I need an advanced electric bicycle motor kit with features like cruise control that's also compatible with my Mighty Max Battery ML10-12 - 12V 10AH iZip i-750 36 volt Scooter Battery (Requires 3) - 3 Pack. Can you suggest any suitable kits?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "advanced electric bicycle motor kit with features like cruise control", + "compatible with Mighty Max Battery ML10-12 - 12V 10AH iZip i-750 36 volt Scooter Battery (Requires 3) - 3 Pack" + ] + } + } + }, + { + "query": "Can you suggest a trendy, well-made pencil skirt that isn't too long?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "pencil skirt" + ], + "product": [ + "trendy", + "well-made", + "isn't too long" + ] + } + } + }, + { + "query": "Are there any comfortable NHL themed underwear that can be worn throughout the day?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "underwear" + ], + "product": [ + "comfortable NHL themed underwear that can be worn throughout the day" + ] + } + } + }, + { + "query": "Is the Wordens 9581U-MSBP Mag Lip model an effective fishing lure? I'm looking for a Wordens lure that is particularly appealing to fish.", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "Wordens 9581U-MSBP Mag Lip model", + "effective fishing lure", + "Wordens lure particularly appealing to fish" + ] + } + } + }, + { + "query": "Looking for a women's hooded tunic with a stylish side slit and funnel-neck design. Need one that won't cause color transfer or staining on black leggings. Can you help?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "tunic" + ], + "product": [ + "women's hooded tunic with a stylish side slit and funnel-neck design", + "won't cause color transfer or staining on black leggings" + ] + } + } + }, + { + "query": "Can you suggest a popular Nike cap that showcases the unique history of the Gators?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Nike" + ], + "product": [ + "popular cap that showcases the unique history of the Gators" + ] + } + } + }, + { + "query": "I need a high-quality home fitness bike similar to the Marcy Club Revolution Indoor Cycle/Upright Exercise Bike JX-7038 that I previously used at the gym. Also, I want an exercise bike that pairs perfectly with the Spinning Rides: Las Vegas DVD that I recently saw at a friend's place.", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "high-quality home fitness bike", + "similar to the Marcy Club Revolution Indoor Cycle/Upright Exercise Bike JX-7038", + "pairs perfectly with the Spinning Rides: Las Vegas DVD" + ] + } + } + }, + { + "query": "Looking for premium handgun grips equivalent to or that share the same style as the Hogue 02211 Walther PPK Grips, Goncalo Alves, Checkered. Which are considered the best in the market?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "premium handgun grips", + "equivalent to or share the same style as the Hogue 02211 Walther PPK Grips, Goncalo Alves, Checkered", + "best in the market" + ] + } + } + }, + { + "query": "Are there any visually appealing limb bands from the PSE brand that can enhance the look of my bow?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "PSE" + ], + "product": [ + "visually appealing limb bands", + "enhance the look of my bow" + ] + } + } + }, + { + "query": "Is there a Johnny Manziel Texas A&M Aggies bobblehead doll available that rivals the popularity of Tim Tebow? Ideally, it should be a unique item from Carroll's Sports Cove and about 8 inches tall. Can you provide information on something like this?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Carroll's Sports Cove" + ], + "product": [ + "Johnny Manziel Texas A&M Aggies bobblehead doll", + "rivals the popularity of Tim Tebow", + "unique item", + "about 8 inches tall" + ] + } + } + }, + { + "query": "What's a durable and lightweight climbing cam that can work well with my FrictionLabs Magic Reusable Chalk Sphere, 2.2 Ounce? Please recommend something apart from DMM.", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "durable and lightweight climbing cam", + "work well with FrictionLabs Magic Reusable Chalk Sphere, 2.2 Ounce", + "apart from DMM" + ] + } + } + }, + { + "query": "What are the best Gorilla Strength barbell collars that would fit well and work efficiently with my Cap Barbell Solid 20-Inch Dumbbell Handle? I'm in search of high-quality and effective fitness equipment.", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Gorilla Strength" + ], + "product": [ + "barbell collars that would fit well and work efficiently with Cap Barbell Solid 20-Inch Dumbbell Handle", + "high-quality and effective fitness equipment" + ] + } + } + }, + { + "query": "What are some affordable and accurate LED electronic paintball guns with good power?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "paintball guns" + ], + "product": [ + "affordable and accurate LED electronic paintball guns with good power" + ] + } + } + }, + { + "query": "Can you help me find a lightweight, durable Under Armour running jacket for women? Ideally, it should have a translucent woven layer for some extra protection against weather conditions.", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Under Armour" + ], + "product": [ + "lightweight, durable running jacket for women", + "translucent woven layer for extra protection against weather conditions" + ] + } + } + }, + { + "query": "What are some cute design options for women's capri leggings from Zumba made of polyester and spandex?", + "answer": { + "Metapath": "brand -> product <- category", + "Restriction": { + "brand": [ + "Zumba" + ], + "category": [ + "capri leggings" + ], + "product": [ + "cute design options for women's capri leggings", + "made of polyester and spandex" + ] + } + } + }, + { + "query": "Looking for Fin Strike fishing hooks suitable for catching fish up to 30 pounds. Any suggestions?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Fin Strike" + ], + "product": [ + "fishing hooks suitable for catching fish up to 30 pounds" + ] + } + } + }, + { + "query": "What's a good folding axe that's convenient for car emergencies, preferably something that complements my Schrade SCHSP1 stainless steel phantom spear, which I frequently use for camping and hiking?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "a good folding axe", + "convenient for car emergencies", + "complements my Schrade SCHSP1 stainless steel phantom spear", + "frequently use for camping and hiking" + ] + } + } + }, + { + "query": "Could my grandchildren enjoy the ESPN Premium 2-player Basketball Game with Authentic Clear Backboard as much as they did with the Franklin Sports Over The Door Mini Basketball Hoop with Rebounder and Automatic Ball Return? We're after a stimulating indoor basketball game that combines physical activity and fun. Are there any other products like this that you could suggest?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "ESPN Premium 2-player Basketball Game with Authentic Clear Backboard", + "Franklin Sports Over The Door Mini Basketball Hoop with Rebounder and Automatic Ball Return", + "stimulating indoor basketball game that combines physical activity and fun" + ] + } + } + }, + { + "query": "Can you suggest a triangle-shaped pet collar bandana that's both stylish and comfortable for my pet?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "triangle-shaped pet collar bandana", + "stylish", + "comfortable" + ] + } + } + }, + { + "query": "Searching for extra long handlebars for downhill biking that provide stability. Are there options available made from 6061-T6 aluminum alloy for enhanced durability?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "handlebars" + ], + "product": [ + "extra long handlebars for downhill biking", + "provide stability", + "made from 6061-T6 aluminum alloy for enhanced durability" + ] + } + } + }, + { + "query": "Looking for a unisex newsboy cap that weighs around 10.6 ounces for shipping and has a vintage design from around 2014. Also, prefer it to be composed of polyester corduroy. Any recommendations?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "unisex newsboy cap", + "weighs around 10.6 ounces for shipping", + "vintage design from around 2014", + "composed of polyester corduroy" + ] + } + } + }, + { + "query": "Is there a carbon fiber paintball gun barrel that can withstand the weight of a car, offers accurate paintball projection, and operates with minimal noise? Can I have some recommendations?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "carbon fiber paintball gun barrel", + "withstand the weight of a car", + "accurate paintball projection", + "operates with minimal noise" + ] + } + } + }, + { + "query": "Looking for a golf tee bag that measures approximately 4.5 x 5.5 inches.", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "golf tee bag that measures approximately 4.5 x 5.5 inches" + ] + } + } + }, + { + "query": "What are some tandem bodyboards that are suitable for parent-child duo riding?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "bodyboards" + ], + "product": [ + "tandem bodyboards suitable for parent-child duo riding" + ] + } + } + }, + { + "query": "Can you suggest an Adidas Venezuela national soccer team jersey that's safe to wash in cool temperatures?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Adidas" + ], + "product": [ + "Venezuela national soccer team jersey", + "safe to wash in cool temperatures" + ] + } + } + }, + { + "query": "Can you help me find a high-quality golf cart flag that comes with an EZ On & Off Bottom Bracket? It would be great if it's typically paired with the SSP Flags USA Golf Cart Flag. What options do I have for this flag and its pole?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "high-quality golf cart flag", + "EZ On & Off Bottom Bracket", + "typically paired with the SSP Flags USA Golf Cart Flag", + "flag and its pole" + ] + } + } + }, + { + "query": "Is there a small, charming animal water bottle with polka dot details available from the Lixit brand? We are big fans of their products.", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Lixit" + ], + "product": [ + "small, charming animal water bottle with polka dot details" + ] + } + } + }, + { + "query": "Looking for a universal ball joint kit compatible with a 3300/33C device. Can anyone suggest one?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "universal ball joint kit", + "compatible with a 3300/33C device" + ] + } + } + }, + { + "query": "What are some good sight options for a Remington shotgun with a green front night vision feature? I enjoyed using the Trijicon 3 Dot Front And Ghost Ring Rear Night Sight Set previously and I'm looking for something similar. I prefer sights that facilitate quick, instinctive shooting. However, it's crucial that the product is available for purchase outside of California. Any suggestions?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "good sight options for a Remington shotgun with a green front night vision feature", + "similar to the Trijicon 3 Dot Front And Ghost Ring Rear Night Sight Set", + "facilitate quick, instinctive shooting", + "available for purchase outside of California" + ] + } + } + }, + { + "query": "Can you suggest a few finely detailed NFL Philadelphia Eagles themed pillows made by Sports Coverage?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Sports Coverage" + ], + "product": [ + "finely detailed NFL Philadelphia Eagles themed pillows" + ] + } + } + }, + { + "query": "Is there a high-quality ATV cover, ideally made of terylene, available from THG Automotive Automobile Motor Vehicle Cover?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "THG Automotive Automobile Motor Vehicle Cover" + ], + "product": [ + "high-quality ATV cover", + "made of terylene" + ] + } + } + }, + { + "query": "Can you help me find a black water polo suit with an easy return policy?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "water polo suit" + ], + "product": [ + "black water polo suit with an easy return policy" + ] + } + } + }, + { + "query": "Can you suggest a durable golf hat with a superior interior finish that pairs well with top-grade used golf balls, particularly the 24-set Titleist Pro V1?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "durable golf hat with a superior interior finish", + "pairs well with top-grade used golf balls", + "24-set Titleist Pro V1" + ] + } + } + }, + { + "query": "Is there an adjustable tubular bandage available that can fit various arm sizes and is made of soft, high-quality material?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "adjustable tubular bandage", + "fit various arm sizes", + "made of soft, high-quality material" + ] + } + } + }, + { + "query": "What's a compatible seatpost binder bolt for the Wheels Manufacturing Wheels Growler Seat Binder Bolt that offers a high-quality, chip-resistant chrome finish?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "compatible seatpost binder bolt", + "Wheels Manufacturing Wheels Growler Seat Binder Bolt", + "high-quality, chip-resistant chrome finish" + ] + } + } + }, + { + "query": "Looking for a durable polyester Dallas Cowboys flag suitable for both indoor and outdoor use as well as tailgate parties, any suggestions? Weight is not a primary concern.", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "flag" + ], + "product": [ + "durable polyester Dallas Cowboys flag suitable for both indoor and outdoor use", + "tailgate parties" + ] + } + } + }, + { + "query": "Looking for a AERO|TECH|DESIGNS cycling jersey that provides extra comfort while biking. Any suggestions?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "AERO|TECH|DESIGNS" + ], + "product": [ + "cycling jersey that provides extra comfort while biking" + ] + } + } + }, + { + "query": "Are there any 4.5 inches paracord accessories available from the brand Paracord 550 Bracelets?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Paracord 550 Bracelets" + ], + "product": [ + "4.5 inches paracord accessories" + ] + } + } + }, + { + "query": "Looking for recommendations on a premium sterling silver bead charm compatible with a European charm bracelet. My spouse loved the previous one. However, this time, I'm particularly interested in a charm that has a durable and detailed enamel finish.", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "premium sterling silver bead charm", + "compatible with a European charm bracelet", + "durable and detailed enamel finish" + ] + } + } + }, + { + "query": "What are some well-reviewed window decals that are frequently bought together with the Georgia Bulldogs Auto Decals?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "well-reviewed window decals", + "frequently bought together with the Georgia Bulldogs Auto Decals" + ] + } + } + }, + { + "query": "Can you suggest a light-up juggling beanbag with twelve white panels that offers a comfortable juggling experience?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "light-up juggling beanbag with twelve white panels", + "comfortable juggling experience" + ] + } + } + }, + { + "query": "What's a good men's cycling tank made from polyester that's effective at moisture wicking? I'm not worried about the length.", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "cycling tank" + ], + "product": [ + "men's cycling tank made from polyester", + "effective at moisture wicking" + ] + } + } + }, + { + "query": "Does Alpine offer any authentic chicken-flavored freeze-dried chicken that doesn't have a rubbery texture?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Alpine" + ], + "product": [ + "authentic chicken-flavored freeze-dried chicken", + "doesn't have a rubbery texture" + ] + } + } + }, + { + "query": "Is there a stylish and eco-friendly paddle bag that you would suggest from Rareform?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Rareform" + ], + "product": [ + "stylish and eco-friendly paddle bag" + ] + } + } + }, + { + "query": "Looking for a set of decoys that's as easy to set up as the White Rock Decoys Snow Goose (Feeder) 12 Pack - SGF. Can you suggest the Sillosocks Juvy Snow Goose Decoys, 12-Pack edition or something similar?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "a set of decoys", + "easy to set up as the White Rock Decoys Snow Goose (Feeder) 12 Pack - SGF", + "Sillosocks Juvy Snow Goose Decoys, 12-Pack edition or something similar" + ] + } + } + }, + { + "query": "Can you suggest any backpacks that are made purely of Nylon?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "backpacks" + ], + "product": [ + "made purely of Nylon" + ] + } + } + }, + { + "query": "What's the best outdoor training toe board made from high-quality, weather-resistant wood? Please note, I'm only interested in exact matches for these specifications.", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "toe board" + ], + "product": [ + "outdoor training toe board made from high-quality, weather-resistant wood" + ] + } + } + }, + { + "query": "Where can I find a sturdy, high-quality Heavy Denier Nylon cell phone case with a bottle carrier?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "sturdy, high-quality Heavy Denier Nylon cell phone case with a bottle carrier" + ] + } + } + }, + { + "query": "What are some affordable, compact, and reliable flashlights similar to the Cyclops 100 Lumen Tactical Flashlight in black? I'm open to suggestions.", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "affordable, compact, and reliable flashlights", + "similar to the Cyclops 100 Lumen Tactical Flashlight in black" + ] + } + } + }, + { + "query": "Does Amazon offer men's hoodies with contrasting color schemes, especially around the hood and sleeves, featuring raglan style sleeves?", + "answer": { + "Metapath": "brand -> product <- category", + "Restriction": { + "brand": [ + "Amazon" + ], + "category": [ + "hoodies" + ], + "product": [ + "men's hoodies with contrasting color schemes", + "contrasting color schemes around the hood and sleeves", + "raglan style sleeves" + ] + } + } + }, + { + "query": "Looking for vibrant NFL-themed stickers with 12 unique characters for decorating purposes. Any suggestions?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "stickers" + ], + "product": [ + "vibrant NFL-themed stickers with 12 unique characters for decorating purposes" + ] + } + } + }, + { + "query": "What are some highly cushioned running socks that can be compactly stored, similar to a product that's about 1 cubic inch in size?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "running socks" + ], + "product": [ + "highly cushioned running socks", + "compactly stored", + "about 1 cubic inch in size" + ] + } + } + }, + { + "query": "Where can I find an officially licensed Arizona Cardinals Property T-shirt for adults?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "officially licensed Arizona Cardinals Property T-shirt for adults" + ] + } + } + }, + { + "query": "Are there any easy-to-install pearl grips for a 1911 handgun? Ideally, they should be compatible or similar in style to the Garrison Grip 1911 Colt Full Size and Clones with US Navy Medallion Set in Light Ivory Polymer Grips (GR6) that I currently own.", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "easy-to-install pearl grips for a 1911 handgun", + "compatible or similar in style to the Garrison Grip 1911 Colt Full Size and Clones with US Navy Medallion Set in Light Ivory Polymer Grips (GR6)" + ] + } + } + }, + { + "query": "Is there a high-quality American Tourister rolling tote in a beautiful deep red color made from sturdy AT Polyester material available?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "American Tourister" + ], + "product": [ + "high-quality rolling tote in a beautiful deep red color made from sturdy AT Polyester material" + ] + } + } + }, + { + "query": "Is there a Sowerwine Golf Solutions golf swing glove available with a plastic swivel-plate feature for improved wrist control and swing perfection?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Sowerwine Golf Solutions" + ], + "product": [ + "golf swing glove with a plastic swivel-plate feature for improved wrist control and swing perfection" + ] + } + } + }, + { + "query": "What are some gentle training horse bits from Classic Equine suitable for an already obedient horse?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Classic Equine" + ], + "product": [ + "gentle training horse bits", + "suitable for an already obedient horse" + ] + } + } + }, + { + "query": "Looking for a comfortable, ambidextrous hip holster to accommodate a 3.8-inch compact pistol. Preferably one recommended for everyday wear.", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "hip holster" + ], + "product": [ + "comfortable", + "ambidextrous", + "accommodate a 3.8-inch compact pistol", + "recommended for everyday wear" + ] + } + } + }, + { + "query": "Looking for GORE WEAR bike gloves with easy-to-adjust velcro for a customizable fit.", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "GORE WEAR" + ], + "product": [ + "bike gloves with easy-to-adjust velcro for a customizable fit" + ] + } + } + }, + { + "query": "Looking for a comfortable Pearl iZUMi cycling liner that offers high quality and comes in sizes larger than extra small. Any suggestions?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Pearl iZUMi" + ], + "product": [ + "comfortable cycling liner", + "high quality", + "sizes larger than extra small" + ] + } + } + }, + { + "query": "Looking for a similar product to the Brown Right Handed Tooled Leather Gun Holster - Long Barrel from Country Western USA. What are some alternatives from their other collections?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "Brown Right Handed Tooled Leather Gun Holster - Long Barrel from Country Western USA", + "alternatives from their other collections" + ] + } + } + }, + { + "query": "Looking for a sturdy manual card shuffler with a steel body, ideally in a sleek grey color. Not concerned about noise levels or the efficiency of the shuffle.", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "sturdy manual card shuffler with a steel body", + "sleek grey color" + ] + } + } + }, + { + "query": "Looking for affordable and stylish surfboard nose cone protection kits by Ding All. Any suggestions?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Ding All" + ], + "product": [ + "affordable and stylish surfboard nose cone protection kits by Ding All" + ] + } + } + }, + { + "query": "Looking for a high-performance Truvativ bike chainring that pairs well with my recently purchased SRAM XX Mountain Bike Chainring - 80mm BCD. Any suggestions?", + "answer": { + "Metapath": "brand -> product -> product", + "Restriction": { + "brand": [ + "Truvativ" + ], + "product": [ + "high-performance bike chainring", + "pairs well with SRAM XX Mountain Bike Chainring - 80mm BCD" + ] + } + } + }, + { + "query": "What are some USA-made skateboard decks with a modern curve and tip design?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "USA-made skateboard decks with a modern curve and tip design" + ] + } + } + }, + { + "query": "Can you suggest a playground ball that complements the GoSports Official Kickball with Pump (2 Pack), 10? Preferably, I'd like it in a vibrant fluorescent green color.", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "a playground ball", + "complements the GoSports Official Kickball with Pump (2 Pack), 10", + "vibrant fluorescent green color" + ] + } + } + }, + { + "query": "Looking for Burton women's snowboard boots with an EST outsole for better feedback. Preferably, they should have a looser fit as previous pairs have tended to run small.", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Burton" + ], + "product": [ + "women's snowboard boots with an EST outsole for better feedback", + "looser fit", + "previous pairs have tended to run small" + ] + } + } + }, + { + "query": "Could you recommend a fishing reel with a noticeable spool click sound for audial signalling? Ideally, it should pair well with a PENN Fathom Level Wind which I use regularly.", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "fishing reel with a noticeable spool click sound for audial signalling", + "pair well with a PENN Fathom Level Wind" + ] + } + } + }, + { + "query": "Looking for a quick-install set of fiberglass ramp fins, preferably from Ronix due to their high-quality products. Any recommendations?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Ronix" + ], + "product": [ + "quick-install set of fiberglass ramp fins", + "high-quality products" + ] + } + } + }, + { + "query": "Is there an Emgo shift lever that fits a Kawasaki KX250?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Emgo" + ], + "product": [ + "shift lever that fits a Kawasaki KX250" + ] + } + } + }, + { + "query": "Can you recommend a toddler tailgate chair that includes a water-resistant bag for simple transportation?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "toddler tailgate chair", + "includes a water-resistant bag for simple transportation" + ] + } + } + }, + { + "query": "Can I find a Knights Templar Dagger with an intricate design on the scabbard, pommel, handle, and guard, authentic looks enhanced with gold chains linking the top and bottom metallic designs?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "Knights Templar Dagger with an intricate design on the scabbard, pommel, handle, and guard", + "authentic looks enhanced with gold chains linking the top and bottom metallic designs" + ] + } + } + }, + { + "query": "Can you recommend a stylish backpack featuring Mississippi State University branding for a gift to my friend who's a fan?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Mississippi State University" + ], + "product": [ + "stylish backpack featuring Mississippi State University branding", + "gift for a fan" + ] + } + } + }, + { + "query": "Where can I find an official Cleveland Indians flag approved by Major League Baseball and Wincraft, Inc? We just got the MLB Cleveland Indians Heritage Banner and want to expand our collection. Any recommended products?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Wincraft, Inc" + ], + "product": [ + "official Cleveland Indians flag approved by Major League Baseball", + "MLB Cleveland Indians Heritage Banner" + ] + } + } + }, + { + "query": "Looking for PreSox knee-high sports socks with grip-enhancing rubber elements at the bottom. They should be warm for winter and have a fashionable design.", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "PreSox" + ], + "product": [ + "knee-high sports socks with grip-enhancing rubber elements at the bottom", + "warm for winter", + "fashionable design" + ] + } + } + }, + { + "query": "Looking for a top-tier SKS rifle compatible scope rail mount that features see-through capabilities for utilizing the original iron sights. Ideally, it should offer an enhanced field of view and quick iron sight acquisition. Additionally, a mount that meshes well with the Ultimate Arms Gear UAG-MWS38529 Mag Wraps Decal Skin Kit is desirable.", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "top-tier SKS rifle compatible scope rail mount", + "see-through capabilities for utilizing the original iron sights", + "enhanced field of view", + "quick iron sight acquisition", + "meshes well with the Ultimate Arms Gear UAG-MWS38529 Mag Wraps Decal Skin Kit" + ] + } + } + }, + { + "query": "Is there a softball bat taper available with a wider through-hole for easy attachment and detachment?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "softball bat taper" + ], + "product": [ + "wider through-hole for easy attachment and detachment" + ] + } + } + }, + { + "query": "What are some recommended replacements for worn-out golf shoe spike cleaners that would be compatible and easily adaptable for E-Z-GO TXT Vehicles and other golf carts?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "worn-out golf shoe spike cleaners", + "compatible and easily adaptable for E-Z-GO TXT Vehicles and other golf carts" + ] + } + } + }, + { + "query": "Is there a ski boot bag from BAGS USA that can accommodate two pairs of boots and has extra space for additional gear?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "BAGS USA" + ], + "product": [ + "ski boot bag that can accommodate two pairs of boots", + "extra space for additional gear" + ] + } + } + }, + { + "query": "Looking for a comfortable and well-padded pair of DreaMall soccer socks. Preferably, they should have a layer of combed towel cotton at the bottom for impact absorption during play. Can you suggest a pair that meets these specifications?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "DreaMall" + ], + "product": [ + "comfortable and well-padded pair of soccer socks", + "layer of combed towel cotton at the bottom for impact absorption during play" + ] + } + } + }, + { + "query": "Looking for recommendations for a black, vintage-style cap with a mesh design.", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "cap" + ], + "product": [ + "black, vintage-style cap with a mesh design" + ] + } + } + }, + { + "query": "Are there any long-time popular infant NFL jerseys with easy diaper changing features and screen-printed player details available?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "infant NFL jerseys" + ], + "product": [ + "long-time popular", + "easy diaper changing features", + "screen-printed player details" + ] + } + } + }, + { + "query": "Looking for a decal of Washington State University Cougars with a cutout design following the logo's shape and showcasing bright team colors. It should pair well with my recently purchased WinCraft Washington State Cougars Official NCAA 4 inch x 6 inch Car Window Cling Decal by 217936. Any recommendations?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "a decal of Washington State University Cougars with a cutout design following the logo's shape and showcasing bright team colors", + "pair well with my recently purchased WinCraft Washington State Cougars Official NCAA 4 inch x 6 inch Car Window Cling Decal by 217936" + ] + } + } + }, + { + "query": "Are there any bicycle grips similar to Alex Kennedy's signature style or the Cult Vans Grips in Gum color that you would recommend?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "bicycle grips", + "similar to Alex Kennedy's signature style", + "similar to the Cult Vans Grips in Gum color" + ] + } + } + }, + { + "query": "What hockey sticker collection would you recommend for kids that encourages completing the album fast and makes the process of collecting stickers more exciting?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "hockey sticker collection" + ], + "product": [ + "for kids", + "encourages completing the album fast", + "makes the process of collecting stickers more exciting" + ] + } + } + }, + { + "query": "What are some highly rated custom handmade Damascus steel hunting knives with a 5mm thick blade and high quality file work?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "highly rated custom handmade Damascus steel hunting knives with a 5mm thick blade and high quality file work" + ] + } + } + }, + { + "query": "Can you help me find a standard set of dart flights, preferably a pack of 3, with incredible Harley-inspired graphics?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "standard set of dart flights", + "pack of 3", + "incredible Harley-inspired graphics" + ] + } + } + }, + { + "query": "Is there a foliage green Cetacea Quick Disconnect Sling Attachment that works with all kinds of slings with side-release disconnect clips available?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "foliage green Cetacea Quick Disconnect Sling Attachment", + "works with all kinds of slings with side-release disconnect clips" + ] + } + } + }, + { + "query": "Can you help me find an officially licensed adidas Miami Heat NBA t-shirt that's stylish and tagless in the collar?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "adidas" + ], + "product": [ + "officially licensed Miami Heat NBA t-shirt", + "stylish", + "tagless in the collar" + ] + } + } + }, + { + "query": "Where can I find an affordable NHL practice jersey with an embroidered team patch, mesh detailing on the sleeves, sides, and bottom, and vibrant team colors?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "NHL practice jersey" + ], + "product": [ + "affordable", + "embroidered team patch", + "mesh detailing on the sleeves, sides, and bottom", + "vibrant team colors" + ] + } + } + }, + { + "query": "What's the best catcher mitt using ultra-soft two-toned leather? I'm looking for one that doesn't need a long break-in period.", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "catcher mitt using ultra-soft two-toned leather", + "doesn't need a long break-in period" + ] + } + } + }, + { + "query": "Can you recommend a ceramic front-adjustable drag system spinning reel with a lightweight aluminium handle for a smooth cranking experience?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "ceramic front-adjustable drag system spinning reel", + "lightweight aluminium handle", + "smooth cranking experience" + ] + } + } + }, + { + "query": "What are some recommended Lyman front sights for firearms? I'm specifically looking for products from this brand.", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Lyman" + ], + "product": [ + "front sights for firearms" + ] + } + } + }, + { + "query": "I'm on the hunt for a twistboard that features bright, glowing wheels acceptable for my eight-year-old niece. She's a huge fan of the LED INLINE WHEELS 76mm 82a Skate Rollerblade Ripstik Luggage LIGHT UP 2-Pack w/ Bearings that we got her previously. Is there a twistboard that can be paired with these wheels to elevate her skating fun? Ideally, the board should support up to 200 pounds.", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "twistboard that features bright, glowing wheels", + "acceptable for eight-year-old", + "paired with LED INLINE WHEELS 76mm 82a Skate Rollerblade Ripstik Luggage LIGHT UP 2-Pack w/ Bearings", + "support up to 200 pounds" + ] + } + } + }, + { + "query": "Where can I find the Menthogen anti-itch scalp treatment set on Amazon?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "Menthogen anti-itch scalp treatment set on Amazon" + ] + } + } + }, + { + "query": "Where can I find a Tieguys bow tie featuring my favorite NFL team's logo? I've heard great reviews about their products.", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Tieguys" + ], + "product": [ + "bow tie featuring my favorite NFL team's logo" + ] + } + } + }, + { + "query": "Can you help me find a US-made hockey puck display case with a capacity for 30 pucks and a black frame for room decoration?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "display case" + ], + "product": [ + "US-made hockey puck display case with a capacity for 30 pucks and a black frame for room decoration" + ] + } + } + }, + { + "query": "Can you recommend a soft air hand grenade by Fire Power?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Fire Power" + ], + "product": [ + "soft air hand grenade by Fire Power" + ] + } + } + }, + { + "query": "Can you recommend a durable Slater's 50/50 fishing pole reel with a long-lasting drag system?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Slater's 50/50" + ], + "product": [ + "durable fishing pole reel with a long-lasting drag system" + ] + } + } + }, + { + "query": "Can you suggest some NFL team garden flags similar to the NFL Team Fan Flag, 31.5 x 47-inch that can be displayed both indoors and outdoors? I want to enhance my living room d\u00e9cor after my friends admired the one I put up during the last game.", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "garden flags" + ], + "product": [ + "NFL team garden flags similar to the NFL Team Fan Flag, 31.5 x 47-inch", + "displayed both indoors and outdoors", + "enhance living room d\u00e9cor" + ] + } + } + }, + { + "query": "What are some snow helmets that would pair well with the Bolle B-Kid Ski Helmet, Shiny Black Robots, 49-53cm in terms of design and style?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "snow helmets", + "pair well with the Bolle B-Kid Ski Helmet, Shiny Black Robots, 49-53cm", + "design and style" + ] + } + } + }, + { + "query": "Looking for neoprene aerobic gloves that match well with both my Gold's Gym 3 lb Weighted Gloves, Pair and MaxxMMA Adjustable Weighted Gloves - Removable Weight 1 lb. x 2. Can you suggest any?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "neoprene aerobic gloves", + "match well with both my Gold's Gym 3 lb Weighted Gloves, Pair and MaxxMMA Adjustable Weighted Gloves - Removable Weight 1 lb. x 2" + ] + } + } + }, + { + "query": "What are some compatible bicycle tire liners for the Thorn Buster Inner Tube Protector that are durable for daily commuting?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "compatible bicycle tire liners for the Thorn Buster Inner Tube Protector", + "durable for daily commuting" + ] + } + } + }, + { + "query": "Where can I find an armband specifically made for a Samsung Galaxy S5?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "armband specifically made for a Samsung Galaxy S5" + ] + } + } + }, + { + "query": "Looking for a fast delivery on a darts case that can hold 2 sets of darts as well as a considerable number of flights and shafts. Can you assist?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "darts case that can hold 2 sets of darts", + "considerable number of flights and shafts", + "fast delivery" + ] + } + } + }, + { + "query": "Can you help me find a charming NFL antenna topper that fits securely into its base?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "antenna topper" + ], + "product": [ + "charming NFL antenna topper that fits securely into its base" + ] + } + } + }, + { + "query": "Could you recommend a black silk damask lace fan that would be ideal for belly dancing?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "black silk damask lace fan", + "ideal for belly dancing" + ] + } + } + }, + { + "query": "Can you find me silicone team spirit bracelets that are made in China?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "silicone team spirit bracelets", + "made in China" + ] + } + } + }, + { + "query": "What are some high-quality massage therapy balls with plenty of closely-packed bumps for deep muscle stimulation? I need something durable that won't easily wear out.", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "massage therapy balls" + ], + "product": [ + "high-quality", + "plenty of closely-packed bumps for deep muscle stimulation", + "durable", + "won't easily wear out" + ] + } + } + }, + { + "query": "Looking for a Phiten Titanium Tornado Necklace that's approximately 22 inches long for my son who loves these types of necklaces. Could you recommend any?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "Phiten Titanium Tornado Necklace", + "approximately 22 inches long", + "for my son who loves these types of necklaces" + ] + } + } + }, + { + "query": "Searching for youth leg guards with a riveted hard shell shin plate and removable, washable inner liners. Previous leg guards caused discomfort to my child after heavy sweating.", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "leg guards" + ], + "product": [ + "youth leg guards with a riveted hard shell shin plate", + "removable, washable inner liners", + "discomfort after heavy sweating" + ] + } + } + }, + { + "query": "Looking for a BBCOR-compliant Rawlings baseball bat made from durable VELO alloy. It should have a high-quality construction and good pop, but grip durability isn't important.", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Rawlings" + ], + "product": [ + "BBCOR-compliant baseball bat made from durable VELO alloy", + "high-quality construction", + "good pop" + ] + } + } + }, + { + "query": "Looking for a durable 15-inch wide NFL car flag that can hold up in windy conditions.", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "car flag" + ], + "product": [ + "durable 15-inch wide NFL car flag", + "hold up in windy conditions" + ] + } + } + }, + { + "query": "Is there a durable solid steel ski rack that doesn't necessarily need to hold multiple pairs of skis or boots?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "durable solid steel ski rack", + "doesn't necessarily need to hold multiple pairs of skis or boots" + ] + } + } + }, + { + "query": "Does Seasoft manufacture dry-suit hoods suitable for diving in colder water and compatible with full face masks?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Seasoft" + ], + "product": [ + "dry-suit hoods suitable for diving in colder water", + "compatible with full face masks" + ] + } + } + }, + { + "query": "What's a reasonably priced, functional phone cover that fits the Samsung T959 VIBRANT from T-Mobile without the need for a holster or belt clip?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "reasonably priced, functional phone cover that fits the Samsung T959 VIBRANT from T-Mobile", + "without the need for a holster or belt clip" + ] + } + } + }, + { + "query": "What are some well-reviewed fishing landing nets from reputable sellers that could be a good addition to our EGO S2 Slider Large Landing Net which we greatly enjoyed using?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "well-reviewed fishing landing nets from reputable sellers", + "good addition to our EGO S2 Slider Large Landing Net", + "greatly enjoyed using" + ] + } + } + }, + { + "query": "I'm looking for men's snow pants with an adjustable waist, good breathability, and waterproof capabilities. Could they also have a noticeable logo and built-in snow leg gaiters?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "snow pants" + ], + "product": [ + "men's snow pants with an adjustable waist", + "good breathability", + "waterproof capabilities", + "noticeable logo", + "built-in snow leg gaiters" + ] + } + } + }, + { + "query": "What are some comfortable halters for a Percheron/QH cross that have a gentle webbing design and sueded nubuck details on the nose and crown?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "halters" + ], + "product": [ + "comfortable halters for a Percheron/QH cross", + "gentle webbing design", + "sueded nubuck details on the nose and crown" + ] + } + } + }, + { + "query": "Looking for a versatile Lipirox resistance band set that offers easy storage options. Preferably without using chains as attachment, what other secure options are available?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Lipirox" + ], + "product": [ + "versatile resistance band set", + "offers easy storage options", + "without using chains as attachment", + "secure options" + ] + } + } + }, + { + "query": "Can you suggest some official sports utility bags with breathability, possibly made out of mesh?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "sports utility bags" + ], + "product": [ + "official sports utility bags with breathability", + "made out of mesh" + ] + } + } + }, + { + "query": "Is there a women's tank top that is suitable and comfortable to wear in all seasons?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "tank top" + ], + "product": [ + "women's tank top", + "suitable and comfortable to wear in all seasons" + ] + } + } + }, + { + "query": "Looking for a two-tone bikini featuring a crossover design in the front. It's crucial for the top to have padded cups for additional support. I'm also open to larger bottoms for a comfortable, relaxed fit.", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "bikini" + ], + "product": [ + "two-tone bikini featuring a crossover design in the front", + "padded cups for additional support", + "larger bottoms for a comfortable, relaxed fit" + ] + } + } + }, + { + "query": "Looking for a leather leash with a solid brass chain of good length and rolled leather at the end. No preference on origin or color.", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "leather leash with a solid brass chain of good length", + "rolled leather at the end" + ] + } + } + }, + { + "query": "Can you suggest a good men's track jacket from the Profile Big & Tall brand?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Profile Big & Tall" + ], + "product": [ + "men's track jacket" + ] + } + } + }, + { + "query": "Can you recommend a lightweight and compact snow and sand deadman anchor set?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "lightweight and compact snow and sand deadman anchor set" + ] + } + } + }, + { + "query": "Looking for a custom pocket clip that allows deeper pocket carry for Zero Tolerance Knives. Would the same one be compatible with a Kershaw Skyline (1760) knife that I also own?", + "answer": { + "Metapath": "brand -> product -> product", + "Restriction": { + "brand": [ + "Zero Tolerance Knives", + "Kershaw" + ], + "product": [ + "custom pocket clip that allows deeper pocket carry", + "compatible with a Kershaw Skyline (1760) knife" + ] + } + } + }, + { + "query": "What are some genuine copper fishing lures that can be used alongside a Luhr Jensen Super Duper Spoon for frog fishing?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "genuine copper fishing lures", + "used alongside a Luhr Jensen Super Duper Spoon", + "frog fishing" + ] + } + } + }, + { + "query": "As an athlete exploring combat sports, I'm interested in Hayabusa sport shin guards. Can you provide some recommendations, considering I've had issues with ill-fitting sports equipment in the past?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Hayabusa" + ], + "product": [ + "sport shin guards", + "issues with ill-fitting sports equipment" + ] + } + } + }, + { + "query": "Where can I find a Korean-made Health Weighted Hula Hoola Hoop that complements the use of the Magnetic Heavy Weight Health One Hoola Hoop 3.1kg 6.83lb for diet exercises?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "Korean-made Health Weighted Hula Hoola Hoop", + "complements the use of the Magnetic Heavy Weight Health One Hoola Hoop 3.1kg 6.83lb for diet exercises" + ] + } + } + }, + { + "query": "What's a good rolling case for the Coleman Roadtrip LX Series Grill that can also keep it clean and safe? I also heard about a Camp Kitchen Utensil Organizer Travel Set that usually goes well with this grill case. Can you suggest a compatible one?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "rolling case for the Coleman Roadtrip LX Series Grill", + "keep it clean and safe", + "Camp Kitchen Utensil Organizer Travel Set that usually goes well with this grill case" + ] + } + } + }, + { + "query": "Looking for a durable pair of soccer goalie gloves made from polyester jacquard textile as my previous ones tore easily.", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "soccer goalie gloves" + ], + "product": [ + "durable", + "made from polyester jacquard textile" + ] + } + } + }, + { + "query": "Looking for an affordable, high-quality rail riser mount to enhance my Tippmann A5. I'm interested in the Weaver Tactical AR-15/M16 Flat Top Riser Rail. Is there a comparable product you could suggest?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "affordable, high-quality rail riser mount to enhance my Tippmann A5", + "Weaver Tactical AR-15/M16 Flat Top Riser Rail", + "comparable product" + ] + } + } + }, + { + "query": "I'm looking for a pistol holder that's compatible with a SnapSafe 8 Gun Pistol Rack, Black 75840, Gun Safe Storage, PVC Coated, Stores Pistols and Revolvers that I've recently added to my collection. Could you recommend one that fits perfectly and complements it well?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "pistol holder", + "compatible with a SnapSafe 8 Gun Pistol Rack, Black 75840, Gun Safe Storage, PVC Coated, Stores Pistols and Revolvers", + "fits perfectly", + "complements it well" + ] + } + } + }, + { + "query": "Where can I find a replacement cap for my Nalgene bottle that comes with a lifetime warranty?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "replacement cap for Nalgene bottle", + "comes with a lifetime warranty" + ] + } + } + }, + { + "query": "Can you recommend any durable, easy-to-clean Stansport portable wash basins that are made from flexible and translucent plastic?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Stansport" + ], + "product": [ + "durable, easy-to-clean portable wash basins", + "made from flexible and translucent plastic" + ] + } + } + }, + { + "query": "Is there a lightweight survival aid that also functions as a reliable safety tool? I'm interested in something compact. Could it be somewhat similar to Coghlan's 5-in-1 Survival Aid?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "lightweight survival aid", + "functions as a reliable safety tool", + "compact", + "similar to Coghlan's 5-in-1 Survival Aid" + ] + } + } + }, + { + "query": "Looking for a waterproof blower with strong airflow that's easily interchangeable. Noise level isn't a concern.", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "blower" + ], + "product": [ + "waterproof", + "strong airflow", + "easily interchangeable" + ] + } + } + }, + { + "query": "Looking for an easy-to-install rear bike transport cover that is compatible with products like the Swagman RV Approved Horizontal Bike Bag, the Skinz Protective Gear Rear Transport Cover (3-4 Bikes), and the White Lightning Bike Johnny Bike Cover.", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "easy-to-install rear bike transport cover", + "compatible with products like the Swagman RV Approved Horizontal Bike Bag", + "compatible with the Skinz Protective Gear Rear Transport Cover (3-4 Bikes)", + "compatible with the White Lightning Bike Johnny Bike Cover" + ] + } + } + }, + { + "query": "What are some popular women's Nike hoodies that would make a good gift?", + "answer": { + "Metapath": "brand -> product <- category", + "Restriction": { + "brand": [ + "Nike" + ], + "category": [ + "hoodies" + ], + "product": [ + "popular women's Nike hoodies", + "good gift" + ] + } + } + }, + { + "query": "Looking for 14x10 inch headrest covers with quick delivery options.", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "14x10 inch headrest covers with quick delivery options" + ] + } + } + }, + { + "query": "Looking for high-quality replacement lenses with a rose gold mirror finish for my Oakley Unknown sunglasses.", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "high-quality replacement lenses with a rose gold mirror finish", + "Oakley Unknown sunglasses" + ] + } + } + }, + { + "query": "What type of fishing weights are usually bought with a Water Gremlin Removable Split Shot Pro Pack? I'm also interested in a set that offers a range of sizes, similar to a 78-piece mini-skillet pack, with small sizes like BB's and larger ones. Can you recommend any?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "Water Gremlin Removable Split Shot Pro Pack", + "fishing weights usually bought with a Water Gremlin Removable Split Shot Pro Pack", + "set that offers a range of sizes", + "similar to a 78-piece mini-skillet pack", + "small sizes like BB's and larger ones" + ] + } + } + }, + { + "query": "Looking for an affordable scope lens with Zeiss Coatings for superior clarity. Any suggestions with quick delivery options?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Zeiss" + ], + "product": [ + "affordable scope lens with Zeiss Coatings for superior clarity", + "quick delivery options" + ] + } + } + }, + { + "query": "Where can I find a reasonably priced Poshland high carbon steel bowie knife that has a stained bone and brass guard handle, similar to the REG-1322 Handmade Damascus Steel 14.50 Inches Bowie Knife?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Poshland" + ], + "product": [ + "high carbon steel bowie knife with a stained bone and brass guard handle", + "similar to the REG-1322 Handmade Damascus Steel 14.50 Inches Bowie Knife", + "reasonably priced" + ] + } + } + }, + { + "query": "What are some bicycle handlebars that would pair well with a Wald 880 Hi-Rise Cruiser Bike Handlebar and are compatible with Park Tool PPL-1 PolyLube 1000 Lubricant? I'm looking for options that would best fit my current setup.", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "bicycle handlebars", + "pair well with a Wald 880 Hi-Rise Cruiser Bike Handlebar", + "compatible with Park Tool PPL-1 PolyLube 1000 Lubricant", + "best fit my current setup" + ] + } + } + }, + { + "query": "Where can I find a switchable red and green sled pad for an 8-foot Boggan?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "switchable red and green sled pad for an 8-foot Boggan" + ] + } + } + }, + { + "query": "What are some recommendations for a set of four pull-over style golf club covers, designed for 1-3-5-X clubs, that can fit a driver size of up to 460cc?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "golf club covers" + ], + "product": [ + "set of four pull-over style", + "designed for 1-3-5-X clubs", + "fit a driver size of up to 460cc" + ] + } + } + }, + { + "query": "Looking for suggestions on universally fitting sunglasses with quick shipping and no signature required for delivery.", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "universally fitting sunglasses", + "quick shipping", + "no signature required for delivery" + ] + } + } + }, + { + "query": "I'm looking for a premium NHL hockey visor hat similar to the quality of my favorite MLB Boston Red Sox visor. Any recommendations?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "visor hat" + ], + "product": [ + "premium NHL hockey visor hat", + "similar to the quality of MLB Boston Red Sox visor" + ] + } + } + }, + { + "query": "Is there a buzz bait for fishing that works well for catching large bass at dusk or dawn? I recently purchased the Strike King Rage Tail Craw and I'm looking for a complementary piece of fishing gear to match with it. Any suggestions?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "buzz bait for fishing that works well for catching large bass at dusk or dawn", + "complementary piece of fishing gear to match with the Strike King Rage Tail Craw" + ] + } + } + }, + { + "query": "What's a good prusik cord with a sewn loop, approximately 7mm thick, stitched with a sturdy 277 polyester thread that pairs well with the Black Diamond 18mm Nylon Runners I'm currently using?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "prusik cord with a sewn loop, approximately 7mm thick, stitched with a sturdy 277 polyester thread", + "pairs well with the Black Diamond 18mm Nylon Runners" + ] + } + } + }, + { + "query": "What's a high-quality, durable kneeboard suitable for intermediate to advanced users, preferably constructed from rotational molded foam and designed with comfortable knee wells? I've had issues with towing features in previous purchases and this time I'm looking for something that will last longer.", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "kneeboard" + ], + "product": [ + "high-quality, durable kneeboard suitable for intermediate to advanced users", + "constructed from rotational molded foam", + "designed with comfortable knee wells", + "reliable towing features" + ] + } + } + }, + { + "query": "What are some lightweight and compact adjustable water dumbbells suitable for traveling that are also comfortable to handle?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "lightweight and compact adjustable water dumbbells suitable for traveling", + "comfortable to handle" + ] + } + } + }, + { + "query": "Can you suggest a unique, reasonably priced Olympics pin badge with a British touch that has good craftsmanship?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "pin badge" + ], + "product": [ + "unique, reasonably priced Olympics pin badge with a British touch", + "good craftsmanship" + ] + } + } + }, + { + "query": "What are some insulated mugs with handles made by Cool Gear?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Cool Gear" + ], + "product": [ + "insulated mugs with handles" + ] + } + } + }, + { + "query": "What type of fishing swivel is commonly purchased with the P-Line Deluxe Carbon Steel Hand Crimper by anglers seeking to match their fishing gear?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "P-Line Deluxe Carbon Steel Hand Crimper", + "fishing swivel", + "commonly purchased by anglers seeking to match their fishing gear" + ] + } + } + }, + { + "query": "What is an easy-to-use sports training equipment from SSG that you would recommend?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "SSG" + ], + "product": [ + "easy-to-use sports training equipment from SSG" + ] + } + } + }, + { + "query": "Does RANDY SUN offer breathable socks that could make a great surprise gift for my friend who loves their apparel?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "RANDY SUN" + ], + "product": [ + "breathable socks", + "great surprise gift for a friend who loves their apparel" + ] + } + } + }, + { + "query": "What are some easy-to-install, European made seat options with a top plastic cover for my Kuberg TRIAL E 2016?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "easy-to-install, European made seat options with a top plastic cover for Kuberg TRIAL E 2016" + ] + } + } + }, + { + "query": "Looking for a crossbow case with a soft, fleece interior that can safely accommodate my new Carbon Express 'The Nub Crossbow De-Cocking Tip'. Any suggestions?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "crossbow case with a soft, fleece interior", + "safely accommodate Carbon Express 'The Nub Crossbow De-Cocking Tip'" + ] + } + } + }, + { + "query": "Looking for a high-quality gift similar to the Picnic at Ascot Equipped Insulated Picnic Cooler with Service for 4 - Trellis Green. What are some top-rated picnic coolers that can accommodate a party of four?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "Picnic at Ascot Equipped Insulated Picnic Cooler with Service for 4 - Trellis Green", + "top-rated picnic coolers that can accommodate a party of four" + ] + } + } + }, + { + "query": "Is there a rabbit strip for fly tying available where the hair naturally recoils back after being turned?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "rabbit strip for fly tying", + "hair naturally recoils back after being turned" + ] + } + } + }, + { + "query": "Do you have any suggestions for a box of NBA trading cards?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "trading cards" + ], + "product": [ + "box of NBA trading cards" + ] + } + } + }, + { + "query": "Is there a user-friendly and highly precise hunting bow from Martin that you could suggest?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Martin" + ], + "product": [ + "user-friendly and highly precise hunting bow" + ] + } + } + }, + { + "query": "Looking for a versatile pack of carbon crossbow bolts, can you assist?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "versatile pack of carbon crossbow bolts" + ] + } + } + }, + { + "query": "Can you help me find a The Northwest Company NFL team rug that measures around 39 by 59 inches?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "The Northwest Company" + ], + "product": [ + "NFL team rug that measures around 39 by 59 inches" + ] + } + } + }, + { + "query": "Can you recommend a New Era-branded South Carolina Gamecocks cap with the logo embroidered on the side?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "New Era" + ], + "product": [ + "South Carolina Gamecocks cap with the logo embroidered on the side" + ] + } + } + }, + { + "query": "Looking for a good quality, budget-friendly indoor futsal ball. Enjoyed using both Select Sport America Jinga Futsal Ball and NIKE Clube Reflect Ball [Reflect Silver] (Pro) previously. Not on the hunt for a size 5 ball, open to other sizes.", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "good quality, budget-friendly indoor futsal ball", + "not a size 5 ball", + "enjoyed using both Select Sport America Jinga Futsal Ball and NIKE Clube Reflect Ball [Reflect Silver] (Pro) previously" + ] + } + } + }, + { + "query": "What's a suitable fishing line leader from South Bend that pairs well with the Black Nylon Coated Steel Leader 12-Inch?", + "answer": { + "Metapath": "brand -> product -> product", + "Restriction": { + "brand": [ + "South Bend" + ], + "product": [ + "fishing line leader", + "pairs well with the Black Nylon Coated Steel Leader 12-Inch" + ] + } + } + }, + { + "query": "Is there a baseball and softball equipment bag available that is made without PVC materials?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "baseball and softball equipment bag" + ], + "product": [ + "made without PVC materials" + ] + } + } + }, + { + "query": "What's a good overgrip that pairs well with the Wilson Pro Tennis Overgrip 12-Pack, Wilson Perforated Pro Overgrip (12-Pack), White and Solinco Hyper-G Heaven High Spin poly string - 40 foot Pack for tennis, badminton, and squash?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "a good overgrip", + "pairs well with the Wilson Pro Tennis Overgrip 12-Pack", + "Wilson Perforated Pro Overgrip (12-Pack), White", + "Solinco Hyper-G Heaven High Spin poly string - 40 foot Pack", + "tennis", + "badminton", + "squash" + ] + } + } + }, + { + "query": "Looking for an Auwiy cavalry saber officer sword with intricate blade details. Minor design flaws are okay and the type of metal isn't too important. Any suggestions?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Auwiy" + ], + "product": [ + "cavalry saber officer sword with intricate blade details", + "minor design flaws are okay", + "type of metal isn't too important" + ] + } + } + }, + { + "query": "What are some stylish baby swimming outfits from Kiddom that you would recommend?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Kiddom" + ], + "product": [ + "stylish baby swimming outfits" + ] + } + } + }, + { + "query": "Are there any colored wristbands available for my Runtastic Orbit 24 Hour Activity, Fitness & Sleep Tracker that I can use to match my daily outfits?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "Runtastic Orbit 24 Hour Activity, Fitness & Sleep Tracker", + "colored wristbands", + "match daily outfits" + ] + } + } + }, + { + "query": "What are some valuable and durable discus options for track and field similar to the Martin Sports Abs Plastic Discus, 1 kg/2.2 lbs. I previously purchased?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "valuable and durable discus options for track and field", + "similar to the Martin Sports Abs Plastic Discus, 1 kg/2.2 lbs" + ] + } + } + }, + { + "query": "Is there an All-Star brand baseball helmet suitable for younger players available?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "All-Star" + ], + "product": [ + "baseball helmet suitable for younger players" + ] + } + } + }, + { + "query": "What are some affordable yet comfortable Mayatex saddle blankets for a pony?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Mayatex" + ], + "product": [ + "affordable yet comfortable saddle blankets for a pony" + ] + } + } + }, + { + "query": "What's a good supplement to use with the Whitetail Institute Imperial Winter-Greens Food Plot Seed for fall planting that deer absolutely love, especially during frosty conditions? Also, what are some of the popular items often purchased with the HECS Stealthscreen Base Layer? Any recommendations?", + "answer": { + "Metapath": "product -> product, product -> product", + "Restriction": { + "product": [ + "Whitetail Institute Imperial Winter-Greens Food Plot Seed", + "supplement for fall planting that deer love during frosty conditions", + "HECS Stealthscreen Base Layer", + "popular items often purchased with the HECS Stealthscreen Base Layer" + ] + } + } + }, + { + "query": "Is there a ProMag scope mount available for my Galil rifle?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "ProMag" + ], + "product": [ + "scope mount for Galil rifle" + ] + } + } + }, + { + "query": "Can you recommend a PVC+ABS hatch cover deck plate kit that includes a waterproof bag? Ideally, I'm looking for one with an inner diameter of about 15.6cm and an outer diameter of roughly 20.5cm.", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "PVC+ABS hatch cover deck plate kit", + "includes a waterproof bag", + "inner diameter of about 15.6cm", + "outer diameter of roughly 20.5cm" + ] + } + } + }, + { + "query": "Can you help me find a different Bosu exercise tutorial DVD, apart from the one included with the Bosu Soft Fitness Ball, 4 LB. with DVD?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "Bosu exercise tutorial DVD", + "different from the one included with the Bosu Soft Fitness Ball, 4 LB. with DVD" + ] + } + } + }, + { + "query": "Is there a Western poly browband headstall set that comes with both reins and a bit?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "Western poly browband headstall set", + "comes with both reins and a bit" + ] + } + } + }, + { + "query": "Looking for a one-size-fits-all New England Patriots cuffed beanie with team-colored stripes and a multi-colored pom on top.", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "one-size-fits-all New England Patriots cuffed beanie with team-colored stripes and a multi-colored pom on top" + ] + } + } + }, + { + "query": "Where can I find a SKI DOO mechanic shirt from the Bombardier brand?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Bombardier" + ], + "product": [ + "SKI DOO mechanic shirt" + ] + } + } + }, + { + "query": "Can you help me find college-themed women's panties that come in compact packaging, preferably around the dimensions of 6.4 x 2.8 x 1.2 inches? I'm also looking for a brand with a trusted history, possibly established around 2005.", + "answer": { + "Metapath": "category -> product -> brand", + "Restriction": { + "category": [ + "women's panties" + ], + "product": [ + "college-themed women's panties", + "compact packaging around the dimensions of 6.4 x 2.8 x 1.2 inches" + ], + "brand": [ + "trusted history", + "established around 2005" + ] + } + } + }, + { + "query": "Can you help me find an Athalon golf trunk locker organizer? I'm looking to organize my golf gear in my car trunk for the season.", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Athalon" + ], + "product": [ + "golf trunk locker organizer", + "organize golf gear in car trunk for the season" + ] + } + } + }, + { + "query": "Looking for a versatile paintball air line that works with a range of cylinders, including CO2, Compressed Air, HPA, and Nitrogen. Preferably, it should be user-friendly, equipped with a durable stainless steel braided hose and feature a contemporary design. Any recommendations?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "paintball air line" + ], + "product": [ + "versatile", + "works with a range of cylinders including CO2, Compressed Air, HPA, and Nitrogen", + "user-friendly", + "durable stainless steel braided hose", + "contemporary design" + ] + } + } + }, + { + "query": "Can you recommend a water bottle compatible with Slice handhelds and Slide bottle carriers, preferably one with a new silicone push-pull P2 bottle cap? I'm not very concerned about it being ergonomic as I've found larger bottles to be quite bulky in the past.", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "water bottle", + "compatible with Slice handhelds and Slide bottle carriers", + "new silicone push-pull P2 bottle cap" + ] + } + } + }, + { + "query": "Where can I find a Boise State University flag that's officially licensed, made from 150 denier polyester, and is a single reverse style?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "Boise State University flag", + "officially licensed", + "made from 150 denier polyester", + "single reverse style" + ] + } + } + }, + { + "query": "Looking for a stylish and practical knife sheath. Heard Colt's manufacturing company makes good ones. Any recommendations?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Colt's manufacturing company" + ], + "product": [ + "stylish and practical knife sheath" + ] + } + } + }, + { + "query": "What is a simple and easy-to-use ice fishing reel that is compatible with the Eagle Claw In Line Ice Reel and Frabill Deluxe Retractable Ice Picks for our ice fishing trips?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "simple and easy-to-use ice fishing reel", + "compatible with the Eagle Claw In Line Ice Reel", + "compatible with Frabill Deluxe Retractable Ice Picks", + "ice fishing trips" + ] + } + } + }, + { + "query": "Can you help me find a stylish and comfortable ACOG scope model rubber eyepiece that is made in the USA?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "ACOG" + ], + "product": [ + "stylish and comfortable scope model rubber eyepiece", + "made in the USA" + ] + } + } + }, + { + "query": "Can you suggest some Sector 9 longboards that I can buy?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Sector 9" + ], + "product": [ + "longboards" + ] + } + } + }, + { + "query": "What hand wraps that are often purchased with the Meister Glove Deodorizers for Boxing and All Sports would you recommend? Preferably, they should have a smooth and well-stitched thumb loop.", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "hand wraps", + "often purchased with the Meister Glove Deodorizers for Boxing and All Sports", + "smooth and well-stitched thumb loop" + ] + } + } + }, + { + "query": "Can you show me some trendy '47 brand NBA team t-shirt options?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "'47" + ], + "product": [ + "trendy NBA team t-shirt options" + ] + } + } + }, + { + "query": "Can you recommend a women's hybrid hoody that features a lightly insulated hood with cordlock adjustment and a No Slip Zip to stop the zipper from unzipping on its own?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "hoody" + ], + "product": [ + "women's hybrid hoody", + "lightly insulated hood with cordlock adjustment", + "No Slip Zip to stop the zipper from unzipping on its own" + ] + } + } + }, + { + "query": "Where can I find lightweight athletic crew socks, around 3 ounces, that are highly rated with above 4.5 stars and have been available since 2015 or earlier?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "athletic crew socks" + ], + "product": [ + "lightweight", + "around 3 ounces", + "highly rated with above 4.5 stars", + "available since 2015 or earlier" + ] + } + } + }, + { + "query": "What are some soft cotton, men's short sleeve NHL shirts that could fit in a 10.7 x 10.7 x 1.5 inch package?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "shirts" + ], + "product": [ + "soft cotton, men's short sleeve NHL shirts", + "fit in a 10.7 x 10.7 x 1.5 inch package" + ] + } + } + }, + { + "query": "Looking for suggestions on a reliable Dubro Products fuel tank. Can anyone recommend one?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Dubro Products" + ], + "product": [ + "reliable fuel tank" + ] + } + } + }, + { + "query": "Can I find a durable and weather-resistant bow case that offers reliable protection and flexible accommodation for different bow models, similar to the Gold Tip B-STINGER QUICK DISCONNECT 5/16X24?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "durable and weather-resistant bow case", + "reliable protection", + "flexible accommodation for different bow models", + "similar to the Gold Tip B-STINGER QUICK DISCONNECT 5/16X24" + ] + } + } + }, + { + "query": "Where can I find durable synthetic rubber grips for my Sig Sauer P228 that aren't too soft or sticky? I'm interested in something similar to the Hogue Rubber Grip Sig Sauer P228 Rubber Panels.", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "durable synthetic rubber grips for Sig Sauer P228", + "not too soft or sticky", + "similar to the Hogue Rubber Grip Sig Sauer P228 Rubber Panels" + ] + } + } + }, + { + "query": "I'm searching for a Reebok flex fit cap for the Chicago Blackhawks, no other specifics necessary.", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Reebok" + ], + "product": [ + "flex fit cap for the Chicago Blackhawks" + ] + } + } + }, + { + "query": "I'm looking for a low-maintenance, easy-to-clean soccer drawstring cinch bag that comes with an official team emblem. Can anyone suggest one?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "drawstring cinch bag" + ], + "product": [ + "low-maintenance", + "easy-to-clean", + "soccer drawstring cinch bag", + "official team emblem" + ] + } + } + }, + { + "query": "Does Delta Cycle offer any bike rear rack mounting equipment specifically designed for frames with a brake bridge?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Delta Cycle" + ], + "product": [ + "bike rear rack mounting equipment specifically designed for frames with a brake bridge" + ] + } + } + }, + { + "query": "Where can I find a 4-inch collectible Nolan Ryan figurine?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "4-inch collectible Nolan Ryan figurine" + ] + } + } + }, + { + "query": "What are some compact-sized NCAA Ohio State Buckeyes Gunner Full Zip men's jackets I can find, preferably with package dimensions close to 15 x 7 x 3 inches?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "men's jackets" + ], + "product": [ + "compact-sized NCAA Ohio State Buckeyes Gunner Full Zip men's jackets", + "package dimensions close to 15 x 7 x 3 inches" + ] + } + } + }, + { + "query": "Does Helinox offer any portable camp chairs suitable for activities like hiking, fishing, and sea kayaking?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Helinox" + ], + "product": [ + "portable camp chairs suitable for activities like hiking, fishing, and sea kayaking" + ] + } + } + }, + { + "query": "Do you have any recommendations for imported men's swim briefs made of top-notch polyester blend with fast-drying features?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "swim briefs" + ], + "product": [ + "imported men's swim briefs", + "top-notch polyester blend", + "fast-drying features" + ] + } + } + }, + { + "query": "In need of a high-top sneaker with a sleek design that offers fast delivery. How important is the aesthetic appeal of this product?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "high-top sneaker" + ], + "product": [ + "high-top sneaker with a sleek design", + "fast delivery", + "aesthetic appeal" + ] + } + } + }, + { + "query": "Is there a stainless steel flag pole available from SEA DOG CORPORATION for my collection? I'm not particularly concerned about its durability or material properties.", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "SEA DOG CORPORATION" + ], + "product": [ + "stainless steel flag pole" + ] + } + } + }, + { + "query": "Looking for a pair of men's compression training tights that are not only exceedingly comfortable but also warm enough for chilly soccer matches. They should have a wide stretch waistband for a snug fit. How do they perform in cold weather conditions, and how comfortable are they for long wear?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "compression training tights" + ], + "product": [ + "men's compression training tights", + "exceedingly comfortable", + "warm enough for chilly soccer matches", + "wide stretch waistband for a snug fit", + "perform in cold weather conditions", + "comfortable for long wear" + ] + } + } + }, + { + "query": "Looking for a high-quality straining lid made of stainless steel for outdoor cooking. It needs to be compatible with my GSI Outdoors Glacier Stainless Steel Cookset and GSI Outdoors Destination Kitchen Set 24 for my camping trips.", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "high-quality straining lid made of stainless steel for outdoor cooking", + "compatible with GSI Outdoors Glacier Stainless Steel Cookset", + "compatible with GSI Outdoors Destination Kitchen Set 24", + "camping trips" + ] + } + } + }, + { + "query": "Can you recommend a liner with a pre-curved ergonomic shape that is compatible with touchscreens?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "liner with a pre-curved ergonomic shape", + "compatible with touchscreens" + ] + } + } + }, + { + "query": "Is there a Casar Golf putter cover available in the US with a magnetic closure that can fit multiple putter brands? I'm looking for fast delivery options.", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Casar Golf" + ], + "product": [ + "putter cover available in the US with a magnetic closure that can fit multiple putter brands", + "fast delivery options" + ] + } + } + }, + { + "query": "I'm looking for a compact yet efficient air rifle with excellent accuracy. My friend recently purchased a Benjamin Maximus Air Rifle, and I'd like something that pairs well with it.", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "compact yet efficient air rifle with excellent accuracy", + "pairs well with the Benjamin Maximus Air Rifle" + ] + } + } + }, + { + "query": "Are there any Tampa Bay Devil Rays Hawaiian shirts available that feature historic team moments, as per product specifications?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Tampa Bay Devil Rays" + ], + "product": [ + "Hawaiian shirts", + "feature historic team moments" + ] + } + } + }, + { + "query": "Can you suggest a Tree-Free Greetings travel mug that has an eco-friendly build and a unique Vikings College Football Fan design?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Tree-Free Greetings" + ], + "product": [ + "travel mug", + "eco-friendly build", + "unique Vikings College Football Fan design" + ] + } + } + }, + { + "query": "Can you suggest stainless steel throwing knives that have a hefty feel to pair well with my Cold Steel 80STK10Z Mini Flight Sport Throwing Knife?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "stainless steel throwing knives", + "hefty feel", + "pair well with my Cold Steel 80STK10Z Mini Flight Sport Throwing Knife" + ] + } + } + }, + { + "query": "Looking for a budget-friendly Penn State Nittany Lions NCAA men's fleece crew sweatshirt that offers a more fitted style.", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Penn State Nittany Lions" + ], + "product": [ + "budget-friendly NCAA men's fleece crew sweatshirt", + "more fitted style" + ] + } + } + }, + { + "query": "Looking for a padded, ventilated University of Central Florida backpack suitable for college, school, or travel use.", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "padded, ventilated University of Central Florida backpack suitable for college, school, or travel use" + ] + } + } + }, + { + "query": "I'm seeking an MLB team hat similar to the Boston Red Sox 'Socks Logo' Cap, something lucky which I could sport at Fenway. It should match well with the MLB Boston Red Sox Strike Plush Raschel Throw, typical for a 60\" x 80\" size.", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "MLB team hat similar to the Boston Red Sox 'Socks Logo' Cap", + "lucky", + "sport at Fenway", + "match well with the MLB Boston Red Sox Strike Plush Raschel Throw", + "typical for a 60\" x 80\" size" + ] + } + } + }, + { + "query": "Can you recommend a sports pack that has a sweatshirt-like front and a breathable, two-ply mesh back?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "sports pack" + ], + "product": [ + "sweatshirt-like front", + "breathable, two-ply mesh back" + ] + } + } + }, + { + "query": "What are some good Yes4All neoprene dumbbell sets? I've heard positive reviews about their quality and would like to give them a try.", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Yes4All" + ], + "product": [ + "neoprene dumbbell sets", + "good quality" + ] + } + } + }, + { + "query": "What are the softest golf balls designed for female players? My friend, who happens to be a seasoned golfer, is interested in experimenting with different equipment. Any suggestions?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "golf balls" + ], + "product": [ + "softest golf balls designed for female players" + ] + } + } + }, + { + "query": "Looking for an official Team USA World Cup Soccer hoodie with both a vintage and modern vibe. As dedicated soccer fans, my wife and I are in search of this unique item.", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "hoodie" + ], + "product": [ + "official Team USA World Cup Soccer hoodie with both a vintage and modern vibe" + ] + } + } + }, + { + "query": "Looking for a fishing kayak with a distinct keel line for enhanced performance, constructed out of triple-layered polyethylene. Can you recommend one?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "fishing kayak" + ], + "product": [ + "distinct keel line for enhanced performance", + "constructed out of triple-layered polyethylene" + ] + } + } + }, + { + "query": "What are some effective Rawlings batting tees designed to improve my batting skills?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Rawlings" + ], + "product": [ + "effective Rawlings batting tees designed to improve batting skills" + ] + } + } + }, + { + "query": "What are some good stunt scooters with high-quality braking systems that are easy to modify?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "stunt scooters" + ], + "product": [ + "high-quality braking systems", + "easy to modify" + ] + } + } + }, + { + "query": "Can you assist me in finding a vibrant, NCAA approved, Cornell University hoodie that highlights the school's team logo and wordmark in official team colors on the front? I am eager to show my school pride with this licensed merchandise.", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "hoodie" + ], + "product": [ + "vibrant, NCAA approved, Cornell University hoodie", + "highlights the school's team logo and wordmark in official team colors on the front", + "licensed merchandise" + ] + } + } + }, + { + "query": "What are the best microfiber polyester camping pillowcases that measure approximately 16.5 by 13.5 inches and can be filled with clothing or a jacket for convenience?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "camping pillowcases" + ], + "product": [ + "microfiber polyester camping pillowcases that measure approximately 16.5 by 13.5 inches", + "can be filled with clothing or a jacket for convenience" + ] + } + } + }, + { + "query": "Where can I find a 100% woven silk Boston Red Sox tie to show my team support?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "100% woven silk Boston Red Sox tie" + ] + } + } + }, + { + "query": "What is a good 1000GPH pump from Johnson Pumps that's easy to maintain and has a simple motor element replacement process, suitable for my boat?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Johnson Pumps" + ], + "product": [ + "1000GPH pump", + "easy to maintain", + "simple motor element replacement process", + "suitable for my boat" + ] + } + } + }, + { + "query": "As an enthusiastic collector, I'm in search of a unique Riverside brand casino token coin to add to my collection. Any recommendations?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Riverside" + ], + "product": [ + "unique Riverside brand casino token coin" + ] + } + } + }, + { + "query": "Can you suggest a fishing reel with a composite body, rotor, and cover, featuring an advanced digital gear design, a smooth two-ball bearing drive with a front drag, and an ABS aluminum spool?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "fishing reel with a composite body, rotor, and cover", + "advanced digital gear design", + "smooth two-ball bearing drive with a front drag", + "ABS aluminum spool" + ] + } + } + }, + { + "query": "Where can I find an MLB Chicago White Sox Youth SS Crew that features a large, sparkly gel screen print of the team's name?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "MLB Chicago White Sox Youth SS Crew" + ], + "product": [ + "large, sparkly gel screen print of the team's name" + ] + } + } + }, + { + "query": "I'm in search of a kids' fishing kit that includes exciting and interactive packaging. A set with 'Try Me' features would be perfect for my children to explore and have fun with.", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "fishing kit" + ], + "product": [ + "kids' fishing kit", + "exciting and interactive packaging", + "'Try Me' features" + ] + } + } + }, + { + "query": "Is there a reliable lat/row attachment compatible with my Marcy Folding Standard Weight Bench \u2013 Easy Storage MWB-20100? Looking for suggestions.", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "a reliable lat/row attachment", + "compatible with Marcy Folding Standard Weight Bench \u2013 Easy Storage MWB-20100" + ] + } + } + }, + { + "query": "Is there a rifle scope from Trijicon that you could recommend?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Trijicon" + ], + "product": [ + "rifle scope from Trijicon" + ] + } + } + }, + { + "query": "What are some high-quality San Francisco Giants polo shirts with screen print for showcasing my team pride?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "San Francisco Giants" + ], + "product": [ + "high-quality polo shirts with screen print for showcasing team pride" + ] + } + } + }, + { + "query": "Looking for a durable boat seat stand that can endure marine conditions and is approximately 18 inches tall. The Wise 8WP21-18S Adjustable Boat Seat Pedestal 12\" - 18\" has caught my eye. Are there any other products you would recommend?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "durable boat seat stand that can endure marine conditions and is approximately 18 inches tall", + "Wise 8WP21-18S Adjustable Boat Seat Pedestal 12\" - 18\"" + ] + } + } + }, + { + "query": "What are some cool and unique Swiss Army multi-tools that are recommended for gadget lovers?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "cool and unique Swiss Army multi-tools", + "recommended for gadget lovers" + ] + } + } + }, + { + "query": "Where can I find a high-quality New England Patriots mini helmet? Also, I've noticed that the Riddell NFL Unisex Revolution Speed Mini Helmet is often purchased alongside it. Can you recommend where to buy them?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "high-quality New England Patriots mini helmet", + "Riddell NFL Unisex Revolution Speed Mini Helmet" + ] + } + } + }, + { + "query": "What are some small caliber cleaning patches recommended for use with the AmmoGarand M1 Garand Web Sling USGI Pattern Black Cotton Web Two Point Made in USA?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "small caliber cleaning patches", + "recommended for use with the AmmoGarand M1 Garand Web Sling USGI Pattern Black Cotton Web Two Point Made in USA" + ] + } + } + }, + { + "query": "Can you suggest a fishing landing net with a depth of 20 inches and a mesh size of 34 inches?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "fishing landing net with a depth of 20 inches and a mesh size of 34 inches" + ] + } + } + }, + { + "query": "I'm looking for a stemless insulated wine glass that includes a straw and can maintain the same temperature for my drink over a long period of time. Any recommendations?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "stemless insulated wine glass" + ], + "product": [ + "includes a straw", + "maintain the same temperature for a long period of time" + ] + } + } + }, + { + "query": "Are there any comfortable protective glasses available with various lens options, specifically featuring a soft rubber nosepiece, a dark frame, and an amber-tinted lens?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "comfortable protective glasses with various lens options", + "soft rubber nosepiece", + "dark frame", + "amber-tinted lens" + ] + } + } + }, + { + "query": "Can you recommend a highly detailed Mark Martin die-cast figurine, preferably in a 1:24 scale? I'm a big fan of his.", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "highly detailed Mark Martin die-cast figurine", + "1:24 scale" + ] + } + } + }, + { + "query": "Can you find Zenana Outfitters yoga shorts for me?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Zenana Outfitters" + ], + "product": [ + "yoga shorts" + ] + } + } + }, + { + "query": "What are some SC Sports football team ornaments that prominently display the team's name and logo?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "SC Sports" + ], + "product": [ + "football team ornaments that prominently display the team's name and logo" + ] + } + } + }, + { + "query": "Can you recommend a book about chess written by Eduardas Rozentalis that provides clear solutions instead of focusing on test positions?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "a book about chess written by Eduardas Rozentalis that provides clear solutions instead of focusing on test positions" + ] + } + } + }, + { + "query": "Looking for a high-quality pistol bullet mold that can produce clean and shiny bullets. Are there any that offer various sizing options?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "pistol bullet mold" + ], + "product": [ + "high-quality", + "produce clean and shiny bullets", + "various sizing options" + ] + } + } + }, + { + "query": "Where can I find a high-quality football team t-shirt available in various colors?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "t-shirt" + ], + "product": [ + "high-quality football team t-shirt available in various colors" + ] + } + } + }, + { + "query": "Can you provide confirmation about the existence of the men's ONL-LNX-LBL-30 boardshort with embroidery and screened logos?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "men's ONL-LNX-LBL-30 boardshort with embroidery and screened logos" + ] + } + } + }, + { + "query": "Are there any casual, adjustable Santa Cruz men's hats with five panels of mesh available?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Santa Cruz" + ], + "product": [ + "casual, adjustable men's hats with five panels of mesh" + ] + } + } + }, + { + "query": "What are some good fitness jump ropes that can sync with my phone using Bluetooth 4.0 LE for a seamless workout experience?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "fitness jump ropes" + ], + "product": [ + "sync with my phone using Bluetooth 4.0 LE", + "seamless workout experience" + ] + } + } + }, + { + "query": "What are some highly-rated clay poultice products for horses that offer a ginger scent and are easy to apply and wash off?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "clay poultice products for horses" + ], + "product": [ + "highly-rated", + "ginger scent", + "easy to apply and wash off" + ] + } + } + }, + { + "query": "What are some reliable fishing hooks made by Ocean Tackle International?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Ocean Tackle International" + ], + "product": [ + "reliable fishing hooks" + ] + } + } + }, + { + "query": "Where can I find an officially licensed Tennessee Volunteers football long-sleeve t-shirt with a rib-knit collar? It\u2019s important that it's comfortable, made of a cotton-polyester blend for durability and also fits true to size.", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "t-shirt" + ], + "product": [ + "officially licensed Tennessee Volunteers football long-sleeve t-shirt with a rib-knit collar", + "comfortable", + "cotton-polyester blend for durability", + "fits true to size" + ] + } + } + }, + { + "query": "Looking for a comfortable inflatable life jacket with Hydrostatic inflator technology that offers easy mobility. Are there any available with straightforward usage instructions for ensured safety during water activities?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "comfortable inflatable life jacket with Hydrostatic inflator technology", + "easy mobility", + "straightforward usage instructions", + "ensured safety during water activities" + ] + } + } + }, + { + "query": "What are some recommended replacement lenses for Oakley Half Jacket XLJ Sunglasses that offer UV protection and impact resistance, and come with a storage box and a micro-fiber bag?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "Oakley Half Jacket XLJ Sunglasses", + "replacement lenses", + "UV protection", + "impact resistance", + "storage box", + "micro-fiber bag" + ] + } + } + }, + { + "query": "As an enthusiastic fisherman, I'm in need of a suitable fishing float to complement my angling approach. I've previously had great success using Comal Floats and would prefer to continue using them. I'm preparing for a big fishing expedition and will require approximately a hundred units. Can you suggest a fitting Comal Float for my needs?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Comal Floats" + ], + "product": [ + "suitable fishing float to complement angling approach", + "approximately a hundred units" + ] + } + } + }, + { + "query": "Looking for a universal plug cover that is compatible with different brands and enhances the appearance with a modern style. What are the best options available?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "universal plug cover", + "compatible with different brands", + "enhances the appearance with a modern style" + ] + } + } + }, + { + "query": "Can you find sled glides with moisture-reducing features that include about 48 installation-friendly screws?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "sled glides with moisture-reducing features", + "about 48 installation-friendly screws" + ] + } + } + }, + { + "query": "Does Altus Athletic offer an exercise wheel that supports a variety of core-strengthening exercises?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Altus Athletic" + ], + "product": [ + "exercise wheel that supports a variety of core-strengthening exercises" + ] + } + } + }, + { + "query": "Looking for a reliable Zuker fishing lure with a high success rate. Can you recommend one?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Zuker" + ], + "product": [ + "reliable fishing lure with a high success rate" + ] + } + } + }, + { + "query": "Does Amazon have any flush deck mounts by Scotty for setting up a kayak with a bait board and extension arms?", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Scotty" + ], + "product": [ + "flush deck mounts for setting up a kayak with a bait board and extension arms" + ] + } + } + }, + { + "query": "Can I find a high-quality cross necklace with a pendant about an inch tall and three-fourths of an inch wide, that also has an aesthetically pleasing design on Amazon?", + "answer": { + "Metapath": "category -> product", + "Restriction": { + "category": [ + "necklace" + ], + "product": [ + "high-quality cross necklace with a pendant about an inch tall and three-fourths of an inch wide", + "aesthetically pleasing design", + "available on Amazon" + ] + } + } + }, + { + "query": "Looking for a high-quality, fun tailgate banner flag for a Florida State Seminoles fan. Preferably from Party Animal brand and doesn't require permanent flagpole installation.", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Party Animal" + ], + "product": [ + "high-quality, fun tailgate banner flag for a Florida State Seminoles fan", + "doesn't require permanent flagpole installation" + ] + } + } + }, + { + "query": "Can you suggest a buzzbait that has a unique hook design situated further back, eliminating the necessity for an extra trailer hook?", + "answer": { + "Metapath": "product", + "Restriction": { + "product": [ + "buzzbait with a unique hook design situated further back", + "eliminating the necessity for an extra trailer hook" + ] + } + } + }, + { + "query": "Can you suggest an Outerstuff NFL Youth Performance Team Logo Pullover Hoodie that's non-adjustable? Ideally, it should be made of 100% polyester, have front pouch pockets and be machine-washable for convenience.", + "answer": { + "Metapath": "brand -> product", + "Restriction": { + "brand": [ + "Outerstuff" + ], + "product": [ + "NFL Youth Performance Team Logo Pullover Hoodie", + "non-adjustable", + "100% polyester", + "front pouch pockets", + "machine-washable" + ] + } + } + }, + { + "query": "Looking for a mountain bike that is suitable for both adventurous trail rides and casual spins around the neighbourhood. Previously, I really liked the Mongoose 20\" 7 Speed Hijinx Bike in Grey. Any recommendations for a similar bike?", + "answer": { + "Metapath": "product -> product", + "Restriction": { + "product": [ + "mountain bike suitable for adventurous trail rides and casual spins around the neighbourhood", + "similar to the Mongoose 20\" 7 Speed Hijinx Bike in Grey" + ] + } + } + } +] \ No newline at end of file diff --git a/Planning/data/finetune/amazon/llama_ft.jsonl b/Planning/data/finetune/amazon/llama_ft.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5888ae163673a49038f8baa67820ff1a76a172dd --- /dev/null +++ b/Planning/data/finetune/amazon/llama_ft.jsonl @@ -0,0 +1,1000 @@ +{"conversations": [{"role": "user", "content": "Is there a new men's t-shirt on Amazon that features sleeves sewn directly into the shoulder seam?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': [\"men's t-shirt\"], 'product': [\"new men's t-shirt that features sleeves sewn directly into the shoulder seam\"]}}"}]} +{"conversations": [{"role": "user", "content": "Searching for a stylish fishing leader wallet that pairs well with my new sling pack and complements my recent use of Anglers Accessories Gehrke's Gink."}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['stylish fishing leader wallet', 'pairs well with new sling pack', \"complements recent use of Anglers Accessories Gehrke's Gink\"]}}"}]} +{"conversations": [{"role": "user", "content": "What are some 5x4 inch team sports decals by Football Fanatics that are easy to apply on exterior surfaces?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Football Fanatics'], 'product': ['5x4 inch team sports decals by Football Fanatics that are easy to apply on exterior surfaces']}}"}]} +{"conversations": [{"role": "user", "content": "Where can I find a SeaStar hydraulic steering cylinder from a trustworthy brand?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['trustworthy'], 'product': ['SeaStar hydraulic steering cylinder']}}"}]} +{"conversations": [{"role": "user", "content": "What are some recommended water gloves made by Buff Headwear?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Buff Headwear'], 'product': ['water gloves made by Buff Headwear']}}"}]} +{"conversations": [{"role": "user", "content": "I'm in search of a pair of tactical gloves that offer a more enhanced feel and superior quality compared to Oakleys. Preferably, if they could be made from high-end Goatskin leather, that would be fantastic."}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['tactical gloves', 'enhanced feel', 'superior quality compared to Oakleys', 'high-end Goatskin leather']}}"}]} +{"conversations": [{"role": "user", "content": "I'm searching for the perfect surprise gift for my sports memorabilia loving husband. He would really appreciate an 8x10 action photo featuring Jim Harbaugh and Bo Schembechler. Ideally, this high-quality picture could be proudly displayed in his den to evoke nostalgic memories. Previously, I bought him a picture of the TOM BRADY UNIVERSITY OF MICHIGAN WOLVERINES, so something similar would be the perfect find."}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['8x10 action photo featuring Jim Harbaugh and Bo Schembechler', 'high-quality picture', 'proudly displayed in his den', 'evoke nostalgic memories', 'similar to the picture of the TOM BRADY UNIVERSITY OF MICHIGAN WOLVERINES']}}"}]} +{"conversations": [{"role": "user", "content": "Is there a compact, hunting-friendly backpack available that's suitable for game meat and easy to clean?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['backpack'], 'product': ['compact', 'hunting-friendly', 'suitable for game meat', 'easy to clean']}}"}]} +{"conversations": [{"role": "user", "content": "Is there a rowing machine chain oil that comes with easy-to-understand instructions on its packaging?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['rowing machine chain oil', 'easy-to-understand instructions on its packaging']}}"}]} +{"conversations": [{"role": "user", "content": "Is there an officially licensed hunting knife that pairs well with the 8.5\" ELK RIDGE Bone Gentleman SPRING ASSISTED OPEN Hunting Folding POCKET KNIFE I recently purchased? Looking for suggestions."}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['officially licensed hunting knife', 'pairs well with the 8.5\" ELK RIDGE Bone Gentleman SPRING ASSISTED OPEN Hunting Folding POCKET KNIFE']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a tactical outdoor carabiner that can be used ambidextrously and easily clipped onto 1-inch tactical straps. It should have a latch lock and aid in keeping things organized when attached to a tactical waist bag or backpack. It should also feature a secure latch for a strong hold."}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['carabiner'], 'product': ['tactical outdoor carabiner', 'ambidextrous use', 'easily clipped onto 1-inch tactical straps', 'latch lock', 'keeping things organized when attached to a tactical waist bag or backpack', 'secure latch for a strong hold']}}"}]} +{"conversations": [{"role": "user", "content": "Is there a colorful wine bottle holder available that can also display whiskey, beer, and other beverages?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['colorful wine bottle holder', 'display whiskey, beer, and other beverages']}}"}]} +{"conversations": [{"role": "user", "content": "As an ardent WWE fan and particularly of Dean Ambrose, I'm interested in finding a WWE-endorsed men's black T-shirt featuring Dean Ambrose. Any suggestions?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['WWE'], 'product': [\"men's black T-shirt featuring Dean Ambrose\"]}}"}]} +{"conversations": [{"role": "user", "content": "What are some running socks with color-coded size markings for easy pairing after washing? Price isn't an issue for me."}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['running socks'], 'product': ['running socks with color-coded size markings for easy pairing after washing']}}"}]} +{"conversations": [{"role": "user", "content": "Can you help me find an officially licensed NFL charm bracelet with a lobster claw clasp? I'd prefer it to sit comfortably on my wrist and feature a heart-shaped charm engraved with the team's logo."}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['charm bracelet'], 'product': ['officially licensed NFL charm bracelet with a lobster claw clasp', 'sit comfortably on wrist', \"heart-shaped charm engraved with team's logo\"]}}"}]} +{"conversations": [{"role": "user", "content": "What are some durable cable handles with strong snap links for BowFlex PR1000 Home Gym to help me strengthen my back, biceps, triceps, forearms, and shoulders?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['durable cable handles with strong snap links for BowFlex PR1000 Home Gym', 'strengthen my back, biceps, triceps, forearms, and shoulders']}}"}]} +{"conversations": [{"role": "user", "content": "I'm looking for a V-bar for my stabilizer setup. It should have powder-coated end caps and include stainless steel bolts for mounting. Can you help?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['V-bar for stabilizer setup', 'powder-coated end caps', 'stainless steel bolts for mounting']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a versatile FC Barcelona beanie hat that can fit all family members, suitable for freezing weather conditions, where color is not the primary concern."}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['FC Barcelona'], 'product': ['versatile beanie hat that can fit all family members', 'suitable for freezing weather conditions']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a fishing gear set that includes a range of Billfisher offshore components. It should ideally be able to support weights between 90 and 350 lbs. Any recommendations?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Billfisher'], 'product': ['fishing gear set that includes a range of Billfisher offshore components', 'support weights between 90 and 350 lbs']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for regular fit, lightweight men's tennis pants with ample side pocket storage and without built-in cushioning. Any suggestions?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['tennis pants'], 'product': ['regular fit', 'lightweight', \"men's tennis pants\", 'ample side pocket storage', 'without built-in cushioning']}}"}]} +{"conversations": [{"role": "user", "content": "Can I get quick shipping for Airsoft BBs in the US? I'm okay if the color doesn't exactly match the one shown in the picture. Any recommendations?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['Airsoft BBs'], 'product': ['quick shipping in the US', \"color doesn't exactly match the one shown in the picture\"]}}"}]} +{"conversations": [{"role": "user", "content": "Are there any fishing flies, about 6/32 inches in size, available for fast shipping on Amazon?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['fishing flies'], 'product': ['6/32 inches in size', 'available for fast shipping on Amazon']}}"}]} +{"conversations": [{"role": "user", "content": "I'm searching for ST Action Pro inert shotgun training rounds branded by Ultimate Arms Gear. Are these good for instructional use and gun manipulation practice? I'm primarily interested in learning handling and safety, so the weight of the rounds is not a major concern for me."}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Ultimate Arms Gear'], 'product': ['ST Action Pro inert shotgun training rounds', 'good for instructional use and gun manipulation practice', 'learning handling and safety', 'weight of the rounds is not a major concern']}}"}]} +{"conversations": [{"role": "user", "content": "What is the best OEM cover for a Seadoo PWC? I've noticed that they perform better than non-brand ones. Can you recommend any?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['OEM cover for a Seadoo PWC', 'perform better than non-brand ones']}}"}]} +{"conversations": [{"role": "user", "content": "What's a good multi-purpose leg utility bag for outdoor use that has a patch panel for attaching emblems and comes with two zippered side compartments?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['leg utility bag'], 'product': ['multi-purpose leg utility bag for outdoor use', 'patch panel for attaching emblems', 'two zippered side compartments']}}"}]} +{"conversations": [{"role": "user", "content": "What's a good easy-to-set-up tree stand cable tie that could help camouflage my ground blind, treestand, or duck blind?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['easy-to-set-up tree stand cable tie', 'help camouflage my ground blind, treestand, or duck blind']}}"}]} +{"conversations": [{"role": "user", "content": "What are the best Majestic sports team hoodies with high-performance fabric?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product <- category', 'Restriction': {'brand': ['Majestic'], 'category': ['sports team hoodies'], 'product': ['high-performance fabric']}}"}]} +{"conversations": [{"role": "user", "content": "What are some budget-friendly through-hull boat fittings that have a stainless appearance but won't add substantial weight to my boat? Ideally, they would frequently be paired with or compatible with the Sierra International 116-120-0342B Black Bilgeflex Marine Hose. Any recommendations?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': [\"budget-friendly through-hull boat fittings with a stainless appearance that won't add substantial weight\", 'frequently paired with or compatible with the Sierra International 116-120-0342B Black Bilgeflex Marine Hose']}}"}]} +{"conversations": [{"role": "user", "content": "Is there a Sport-Tek women's colorblock hooded jacket that looks more luxurious in person than in the online pictures? Additionally, can it fit in a box sized 9 x 7 x 2 inches when packaged?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Sport-Tek'], 'product': [\"women's colorblock hooded jacket\", 'looks more luxurious in person than in the online pictures', 'fit in a box sized 9 x 7 x 2 inches when packaged']}}"}]} +{"conversations": [{"role": "user", "content": "What are some classic upgrade options from the Knifeblade piton model, specifically ones that are around 4mm thick?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['Knifeblade piton model', 'classic upgrade options', 'around 4mm thick']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a reliable vacuum bottle with a strong vacuum action and an innovative, travel-friendly lid design. Ideally, it should have a feature that allows it to be clipped onto a bag or backpack. Had a terrible experience with my last bottle due to leaks, need recommendations for a more dependable one."}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['reliable vacuum bottle', 'strong vacuum action', 'innovative, travel-friendly lid design', 'feature that allows it to be clipped onto a bag or backpack', 'dependable', 'avoid leaks']}}"}]} +{"conversations": [{"role": "user", "content": "Is there a Faraday pouch by DAS Distribution available that is compatible with the P-SB7 Spirit Box?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['DAS Distribution'], 'product': ['Faraday pouch', 'compatible with the P-SB7 Spirit Box']}}"}]} +{"conversations": [{"role": "user", "content": "Is there a reliable, portable shower from a reputable brand like Coleman that can consistently function well under extreme outdoor conditions?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Coleman'], 'product': ['reliable, portable shower', 'function well under extreme outdoor conditions']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a disc golf driver that combines both accuracy and distance. Preferably one constructed with a durable plastic material that offers a good grip. Ideal if it has a stability rating of about -0.5. Any recommendations?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['disc golf driver'], 'product': ['combines both accuracy and distance', 'durable plastic material', 'good grip', 'stability rating of about -0.5']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a pocket-sized, non-reflective black flashlight that is bright enough to read ID cards in my car without needing the dome light. Any recommendations?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['pocket-sized, non-reflective black flashlight', 'bright enough to read ID cards in my car without needing the dome light']}}"}]} +{"conversations": [{"role": "user", "content": "Can you suggest an outboard motor that features a CDI ignition system and includes a free liter of engine oil?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['outboard motor', 'features a CDI ignition system', 'includes a free liter of engine oil']}}"}]} +{"conversations": [{"role": "user", "content": "What are some strong and durable G-10 grips compatible with P228/P229? I've been considering the Hogue Rubber 2-piece Grip Wrap for Sig Sauer P228 and P229 .357 9 mm .40. Any recommendations?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Hogue'], 'product': ['strong and durable G-10 grips compatible with P228/P229', 'Rubber 2-piece Grip Wrap for Sig Sauer P228 and P229 .357 9 mm .40']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a glass top display frame for exhibiting my collection of vintage fishing lures. I've noticed that many customers often pair it with a 2-inch 350BK Display Frame with Glass Top. Can you help me find something similar?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['glass top display frame for exhibiting vintage fishing lures', 'paired with a 2-inch 350BK Display Frame with Glass Top']}}"}]} +{"conversations": [{"role": "user", "content": "What's a recommended smart strength training device that can track different exercises, suitable for both gym and home use or even while traveling? Ideally, it should also provide features to track and manage workout progress."}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['smart strength training device'], 'product': ['track different exercises', 'suitable for both gym and home use', 'suitable for traveling', 'track and manage workout progress']}}"}]} +{"conversations": [{"role": "user", "content": "What are some recommended Ledsniper iron sights to purchase?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Ledsniper'], 'product': ['iron sights']}}"}]} +{"conversations": [{"role": "user", "content": "Where can I find a fan scarf that is longer than 5 feet?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['fan scarf longer than 5 feet']}}"}]} +{"conversations": [{"role": "user", "content": "What are some good Power Systems thigh straps for hip, glute, and thigh strengthening workouts?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Power Systems'], 'product': ['thigh straps for hip, glute, and thigh strengthening workouts']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a new wallet similar to the Rico Industries NCAA Auburn Tigers Embossed Leather Trifold Wallet, Tan that also matches my NCAA fan aesthetic. Any suggestions?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['new wallet', 'similar to the Rico Industries NCAA Auburn Tigers Embossed Leather Trifold Wallet, Tan', 'matches my NCAA fan aesthetic']}}"}]} +{"conversations": [{"role": "user", "content": "As a devoted Boston sports enthusiast, I loved putting together the Boston Bruins Hockey Club 150pc Jigsaw Puzzle. Now, I'm interested in finding a Boston Red Sox puzzle. I've heard positive reviews about Dowdle Folk Art's jigsaw puzzles. Do they have a Boston Red Sox puzzle that could be suggested to me?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Dowdle Folk Art'], 'product': ['Boston Red Sox puzzle']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for men's insulated pants suitable for heavy rain, up to 10k water resistance, and with reinforced cuffs specifically for added protection in parking lots. Any suggestions?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['pants'], 'product': [\"men's insulated pants suitable for heavy rain\", 'reinforced cuffs specifically for added protection in parking lots']}}"}]} +{"conversations": [{"role": "user", "content": "Is there a women's commuter bike that features easy mounting/dismounting due to a low bar, ergonomic steering, and the NuVinci Smooth Cruise Seamless Shifting system for hassle-free commuting?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['bike'], 'product': [\"women's commuter bike\", 'easy mounting/dismounting due to a low bar', 'ergonomic steering', 'NuVinci Smooth Cruise Seamless Shifting system', 'hassle-free commuting']}}"}]} +{"conversations": [{"role": "user", "content": "Can you suggest a USA Ultimate approved disc that has a diameter of 27 cm and is comfortable to grip?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['disc'], 'product': ['USA Ultimate approved', 'diameter of 27 cm', 'comfortable to grip']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for the best plush slippers for kids, ideally with a Minnesota Vikings theme. Could this be a great gift option?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['slippers'], 'product': ['plush slippers for kids', 'Minnesota Vikings theme', 'great gift option']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for an O'Neill Wetsuits that has internally and externally water-sealed seams, suitable for waters ranging from 48-55 degrees and above. Need to avoid anything similar to the Air XDS neoprene suit, as my last one tore easily."}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': [\"O'Neill\"], 'product': ['wetsuits with internally and externally water-sealed seams', 'suitable for waters ranging from 48-55 degrees and above', 'avoid anything similar to the Air XDS neoprene suit']}}"}]} +{"conversations": [{"role": "user", "content": "What is a comfortable and well-made Dallas Cowboys men's practice tank that's officially licensed by the NFL?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['NFL'], 'product': [\"comfortable and well-made Dallas Cowboys men's practice tank\", 'officially licensed by the NFL']}}"}]} +{"conversations": [{"role": "user", "content": "Can you recommend a pair of footie socks that offer a universal fit, additional cushioning, and increased durability?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['footie socks', 'universal fit', 'additional cushioning', 'increased durability']}}"}]} +{"conversations": [{"role": "user", "content": "Is there a budget-friendly, lightweight cooler that would work well with the Cooler Shock 4 Mid Size Freeze Packs 10\"x 9\", and not be too expensive?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['budget-friendly, lightweight cooler', 'work well with the Cooler Shock 4 Mid Size Freeze Packs 10\"x 9\"', 'not be too expensive']}}"}]} +{"conversations": [{"role": "user", "content": "Can you recommend a lightweight swim set that weighs just under a pound?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['lightweight swim set that weighs just under a pound']}}"}]} +{"conversations": [{"role": "user", "content": "What are some good 5x10 inch wooden signs for football wreaths that Seahawks fans would love? It's going to be used specifically for them."}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['wooden signs'], 'product': ['5x10 inch wooden signs for football wreaths that Seahawks fans would love', 'used specifically for Seahawks fans']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for recommendations on an adjustable, high-quality dog collar from Hunter that features a Redskins theme."}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Hunter'], 'product': ['adjustable, high-quality dog collar', 'Redskins theme']}}"}]} +{"conversations": [{"role": "user", "content": "What's a good winter hat with earflaps for my 3-year-old child to keep them warm during cold weather?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['winter hat'], 'product': ['winter hat with earflaps for 3-year-old child', 'keep them warm during cold weather']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a Hello Kitty golf tee and ball holder recommendation."}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Hello Kitty'], 'product': ['golf tee and ball holder']}}"}]} +{"conversations": [{"role": "user", "content": "Can you recommend a dive mask that would work well with the Dive Mask Freediving Mask Spearfishing Mask Low Volume Mini Mask? I need the two masks to be compatible for my diving activities."}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['a dive mask', 'work well with the Dive Mask Freediving Mask Spearfishing Mask Low Volume Mini Mask', 'compatible for diving activities']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a large pack of high-quality pistol and rifle cleaning cloths that can match the performance of my Otis Technology Microfiber Gun Cloths. Can you suggest a similar reliable product?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['large pack of high-quality pistol and rifle cleaning cloths', 'match the performance of Otis Technology Microfiber Gun Cloths', 'similar reliable product']}}"}]} +{"conversations": [{"role": "user", "content": "What exercise bike options, measuring around 47.2 x 24.4 x 52.4 inches, offer a lifetime warranty on the frame for assured durability and reliability?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['exercise bike'], 'product': ['measuring around 47.2 x 24.4 x 52.4 inches', 'lifetime warranty on the frame', 'assured durability and reliability']}}"}]} +{"conversations": [{"role": "user", "content": "Searching for a foam insulated bottle holder with polyester layering. Preferably with a shoulder strap and extra compartment, but not essential to have backpack connectivity or carry handles. While not needing to be largely oversized, it would be beneficial if the bottle can be accessed without fully removing it from the holder."}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['foam insulated bottle holder with polyester layering', 'shoulder strap', 'extra compartment', 'not essential to have backpack connectivity or carry handles', 'not largely oversized', 'bottle can be accessed without fully removing it from the holder']}}"}]} +{"conversations": [{"role": "user", "content": "Can you suggest a high-quality HFC brand airsoft gun?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['HFC'], 'product': ['high-quality airsoft gun']}}"}]} +{"conversations": [{"role": "user", "content": "Can you suggest a leather shoulder holster system from Falco Holsters that is sold directly by the manufacturer for the most competitive price?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Falco Holsters'], 'product': ['leather shoulder holster system', 'sold directly by the manufacturer', 'most competitive price']}}"}]} +{"conversations": [{"role": "user", "content": "What pair of tactical folding knives would complement a 7.75\" Tac Force Camo Spring Assisted Tactical Folding Knife Blade Pocket Open? I'm looking for a promising recommendation suitable to form a set."}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['7.75\" Tac Force Camo Spring Assisted Tactical Folding Knife Blade Pocket Open', 'pair of tactical folding knives', 'complement', 'suitable to form a set']}}"}]} +{"conversations": [{"role": "user", "content": "Can you recommend a comfortable men's triathlon skinsuit with a front zip? Ideally, it would be designed with carbon panels for reduced friction and strategic fabric placement to boost performance and prevent skin inflammation."}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['triathlon skinsuit'], 'product': [\"comfortable men's triathlon skinsuit with a front zip\", 'designed with carbon panels for reduced friction', 'strategic fabric placement to boost performance', 'prevent skin inflammation']}}"}]} +{"conversations": [{"role": "user", "content": "Is there a charming and unique universal fitting head decoration available that's inspired by Ariel from the Little Mermaid?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['charming and unique universal fitting head decoration', 'inspired by Ariel from the Little Mermaid']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a DIY stained glass ornament kit that will look stunning when displayed in a window. Open to any brand and design."}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['DIY stained glass ornament kit'], 'product': ['stunning when displayed in a window']}}"}]} +{"conversations": [{"role": "user", "content": "I'm looking for high-quality vinyl Virginia Tech Hokies decals for Cornhole. They should be die-cut and have no edges or background. Can you recommend any?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['high-quality vinyl Virginia Tech Hokies decals for Cornhole', 'die-cut', 'no edges or background']}}"}]} +{"conversations": [{"role": "user", "content": "Can you suggest an inversion slant board with a solid foam cushion for maximum support that also complements home decor?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['inversion slant board with a solid foam cushion for maximum support', 'complements home decor']}}"}]} +{"conversations": [{"role": "user", "content": "What are some broadheads that are frequently purchased with the Dead Ringer White Tail Freaks Super-Freak 100 Grain Broadhead, Stainless?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['Dead Ringer White Tail Freaks Super-Freak 100 Grain Broadhead, Stainless', 'broadheads that are frequently purchased with the Dead Ringer White Tail Freaks Super-Freak 100 Grain Broadhead, Stainless']}}"}]} +{"conversations": [{"role": "user", "content": "I'm looking for a children's sleeping bag that would pair nicely with our cherished Disney Hello Kitty Sleeping Bag on our family camping adventures. Any recommendations?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': [\"children's sleeping bag\", 'pair nicely with Disney Hello Kitty Sleeping Bag', 'family camping adventures']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a durable, dust-resistant and waterproof protective case with convenient rubber grip handle. Does it also come with solid wheels featuring metal bearings for smooth movement?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['durable, dust-resistant and waterproof protective case', 'convenient rubber grip handle', 'solid wheels featuring metal bearings for smooth movement']}}"}]} +{"conversations": [{"role": "user", "content": "What's a good portable camping toilet that works well with Reliance Products Bio-Blue Toilet Deodorant Chemicals (12-Pack) for managing smells, and also compatible with the Thetford 260P Marine Porta Potti for easy transportation? It should be suitable for practical use during wilderness adventures."}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['portable camping toilet', 'works well with Reliance Products Bio-Blue Toilet Deodorant Chemicals (12-Pack)', 'compatible with the Thetford 260P Marine Porta Potti', 'suitable for practical use during wilderness adventures']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a Bimini top release pin compatible with a Bimini Boat Top. Preferably, it should have a quick release pin and a cable, but not a spring-loaded design as it caused issues in the past."}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['Bimini top release pin', 'compatible with a Bimini Boat Top', 'quick release pin and a cable', 'not a spring-loaded design']}}"}]} +{"conversations": [{"role": "user", "content": "What's a spacious and versatile Lowe Alpine hiking backpack with a good airflow system, such as AirZone technology, that you would recommend?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Lowe Alpine'], 'product': ['spacious and versatile hiking backpack', 'good airflow system', 'AirZone technology']}}"}]} +{"conversations": [{"role": "user", "content": "Can you recommend any Sideline Hobby bingo sheets, preferably featuring around 500 sheets and made from newspaper print?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Sideline Hobby'], 'product': ['bingo sheets', 'around 500 sheets', 'made from newspaper print']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a tight, secure, non-slip armband for an MP3 player with a transparent window to allow easy setting adjustments while protecting the device."}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['tight, secure, non-slip armband for an MP3 player with a transparent window to allow easy setting adjustments while protecting the device']}}"}]} +{"conversations": [{"role": "user", "content": "Can you suggest a compact wallet with an NFL team logo that's capable of holding cash, cards, and ID securely? I'm not worried about the size."}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['wallet'], 'product': ['compact wallet with an NFL team logo', 'capable of holding cash, cards, and ID securely']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a baseball glove made from Buffalo Palm and Shell/Mesh with a manufacturer's warranty, size and fitting aren't important, Can you assist?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['baseball glove'], 'product': ['made from Buffalo Palm and Shell/Mesh', \"manufacturer's warranty\"]}}"}]} +{"conversations": [{"role": "user", "content": "What 8x10 inch Barry Bonds collectible item featuring his portrait would you recommend for a big fan?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['8x10 inch Barry Bonds collectible item featuring his portrait']}}"}]} +{"conversations": [{"role": "user", "content": "Can you suggest a compact backpack that comes with secure waist straps, offers dual shoulder support, and features a dual water bottle system? I'm not a fan of large backpacks, so something smaller would be ideal."}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['backpack'], 'product': ['compact backpack', 'secure waist straps', 'dual shoulder support', 'dual water bottle system', 'smaller size']}}"}]} +{"conversations": [{"role": "user", "content": "Can you recommend a swimwear from TYR brand that has a similar style to TYR Alliance Team Lightning Diamondback?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product -> product', 'Restriction': {'brand': ['TYR'], 'product': ['swimwear', 'similar style to TYR Alliance Team Lightning Diamondback']}}"}]} +{"conversations": [{"role": "user", "content": "What's a good rubber grip with comfortable finger grooves for the Ruger 22/45 RP that can help enhance grip and accuracy?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['rubber grip with comfortable finger grooves for the Ruger 22/45 RP', 'enhance grip and accuracy']}}"}]} +{"conversations": [{"role": "user", "content": "Where can I find an authentic University of Kentucky T-shirt that is officially licensed, fits comfortably, and remains durable after washing? It would be preferable if it includes official tags as proof of authenticity."}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['T-shirt'], 'product': ['authentic University of Kentucky T-shirt', 'officially licensed', 'fits comfortably', 'remains durable after washing', 'includes official tags as proof of authenticity']}}"}]} +{"conversations": [{"role": "user", "content": "Can you suggest a beach blanket that can be compressed to fit in a 5x7 inch pouch, but expand to approximately 7x6 feet? It should be lightweight, wind-resistant up to 15 mph, and compatible with my Pacific Breeze Easy Setup Beach Tent."}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['beach blanket', 'compressed to fit in a 5x7 inch pouch', 'expand to approximately 7x6 feet', 'lightweight', 'wind-resistant up to 15 mph', 'compatible with Pacific Breeze Easy Setup Beach Tent']}}"}]} +{"conversations": [{"role": "user", "content": "Can you suggest a black streak remover spray for my truck that's easy to use and doesn't require hard scrubbing? Ideally, I'd like something that can quickly clean black spots with a simple spray and wipe process."}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['spray'], 'product': ['black streak remover spray for truck', 'easy to use', \"doesn't require hard scrubbing\", 'quickly clean black spots with a simple spray and wipe process']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for an officially licensed gift related to the Pittsburgh Penguins gnome. Any recommendations?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['officially licensed gift related to the Pittsburgh Penguins gnome']}}"}]} +{"conversations": [{"role": "user", "content": "Can you recommend some lightweight green paintball goggles?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['lightweight green paintball goggles']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a fishing lure that's effective when fishing from piers and bridges. Have previously had excellent results with Gotchas which attracted various types of fish. Want something of a similar standard."}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['fishing lure', 'effective when fishing from piers and bridges', 'similar standard to Gotchas', 'attracted various types of fish']}}"}]} +{"conversations": [{"role": "user", "content": "Where can I find delightful alligator feet-themed slippers with an animal-inspired design?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['slippers'], 'product': ['delightful alligator feet-themed slippers with an animal-inspired design']}}"}]} +{"conversations": [{"role": "user", "content": "What are some options for black women's Dodgers shirts?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['shirts'], 'product': [\"black women's Dodgers shirts\"]}}"}]} +{"conversations": [{"role": "user", "content": "Does Amazon sell hip-mounted crossbow quivers that can hold three arrows?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Amazon'], 'product': ['hip-mounted crossbow quivers that can hold three arrows']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a lightweight, 100% polyester cap suitable for sensitive skin. Preferably with a logo design on the front and offers a comfortable fit."}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['lightweight, 100% polyester cap', 'suitable for sensitive skin', 'logo design on the front', 'comfortable fit']}}"}]} +{"conversations": [{"role": "user", "content": "What are some golf tees that would work well with my 12-pack of Nitro Maximum Distance Golf Balls?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['golf tees', 'work well with my 12-pack of Nitro Maximum Distance Golf Balls']}}"}]} +{"conversations": [{"role": "user", "content": "Can you suggest a one-size-fits-all winter loop scarf available in multiple colors, with a rough circumference of 59 inches and width around 12 inches?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['one-size-fits-all winter loop scarf', 'available in multiple colors', 'rough circumference of 59 inches', 'width around 12 inches']}}"}]} +{"conversations": [{"role": "user", "content": "What type of Mizuno bamboo wood baseball bat is frequently used with a Tiger Stick! in the wrapper 4.25 oz Hand Grip Pine Tar Baseball Bat?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Mizuno'], 'product': ['bamboo wood baseball bat', 'frequently used with a Tiger Stick! in the wrapper 4.25 oz Hand Grip Pine Tar Baseball Bat']}}"}]} +{"conversations": [{"role": "user", "content": "Can you suggest a medium size weighted shirt system for me, where the sizing is perfectly accurate?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['medium size weighted shirt system', 'sizing is perfectly accurate']}}"}]} +{"conversations": [{"role": "user", "content": "Is there a lightweight, sophisticated tote bag suitable for the workplace available?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['tote bag'], 'product': ['lightweight', 'sophisticated', 'suitable for the workplace']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a well-known brand's kiteboarding trainer kite harness bundle, such as HQ Power Kites, Peter Lynn, CX, or WindBone."}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['HQ Power Kites', 'Peter Lynn', 'CX', 'WindBone'], 'product': ['kiteboarding trainer kite harness bundle']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a Coleman 3-in-1 rain poncho that features Kansas State team colors and logos, and can also function as a stadium blanket or seat cushion."}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Coleman'], 'product': ['3-in-1 rain poncho that features Kansas State team colors and logos', 'can also function as a stadium blanket or seat cushion']}}"}]} +{"conversations": [{"role": "user", "content": "Where can I find a sophisticated women's beanie with detailed cabling and intricate design? I would also need it to have a risk-free purchase option, with the ability to return for a full refund if required."}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['beanie'], 'product': [\"sophisticated women's beanie with detailed cabling and intricate design\", 'risk-free purchase option', 'return for a full refund']}}"}]} +{"conversations": [{"role": "user", "content": "Where can I find an MLB Arizona Diamondbacks alternative replica jersey with an original team locker tag for an authentic team spirit experience?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['jersey'], 'product': ['MLB Arizona Diamondbacks alternative replica jersey with an original team locker tag for an authentic team spirit experience']}}"}]} +{"conversations": [{"role": "user", "content": "Can you recommend a women's shirt from the CP Clothing range that has been listed on Amazon since early 2015?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['CP Clothing'], 'product': [\"women's shirt\", 'listed on Amazon since early 2015']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any USA-made salt grinders available on Amazon that cater to my Clemson fandom?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['USA-made salt grinders available on Amazon', 'Clemson fandom']}}"}]} +{"conversations": [{"role": "user", "content": "Where can I find a Milwaukee Brewers royal blue T-shirt with a vintage, washed-out look that's made from ultra-soft fabric for all-day comfort?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Milwaukee Brewers'], 'product': ['royal blue T-shirt with a vintage, washed-out look', 'made from ultra-soft fabric for all-day comfort']}}"}]} +{"conversations": [{"role": "user", "content": "Where can I find a 100% cotton baby bib, perfect as a gift for a Bayern Munich fanatic, and features the Bayern Munich branding for a comfortable fit?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Bayern Munich'], 'product': ['100% cotton baby bib', 'perfect as a gift for a Bayern Munich fanatic', 'features the Bayern Munich branding', 'comfortable fit']}}"}]} +{"conversations": [{"role": "user", "content": "Where can I find a high-quality marine impeller from a trusted brand like Sierra? I have previously purchased a Sierra International Lower Unit Seal Kit for my Johnson/Evinrude outboard motor. What are some complementary products that are commonly used with this seal kit?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product -> product', 'Restriction': {'brand': ['Sierra'], 'product': ['high-quality marine impeller', 'Sierra International Lower Unit Seal Kit for Johnson/Evinrude outboard motor', 'complementary products commonly used with this seal kit']}}"}]} +{"conversations": [{"role": "user", "content": "Is there a bicycle saddle water system that is easy to adjust, fits perfectly with the Cobb Seat, and keeps me hydrated?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['bicycle saddle water system', 'easy to adjust', 'fits perfectly with the Cobb Seat', 'keeps me hydrated']}}"}]} +{"conversations": [{"role": "user", "content": "What's a good camping wood stove that can easily fit inside my Dutch oven? I frequently use the BeGrit Backpacking Camping Cookware Picnic Camp Cooking Cook Set for Hiking (8pcs/Set, 410 Stainless Steel) during my hikes and I'm looking for a stove that is compatible with this set."}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['camping wood stove', 'fit inside my Dutch oven', 'compatible with BeGrit Backpacking Camping Cookware Picnic Camp Cooking Cook Set for Hiking (8pcs/Set, 410 Stainless Steel)']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any durable kids sport watches with a high-quality plastic case, stainless steel back cover, and buckle? Ideally, it should be packaged in an elegant box suitable for gifting."}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['kids sport watches'], 'product': ['durable', 'high-quality plastic case', 'stainless steel back cover', 'buckle', 'packaged in an elegant box suitable for gifting']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a compatible Beretta pistol adapter for my Beretta 96 that also works seamlessly with the NcStar Beretta 92 Pistol Accessory Rail Adapter (MADBER)."}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['Beretta pistol adapter', 'compatible with Beretta 96', 'works seamlessly with the NcStar Beretta 92 Pistol Accessory Rail Adapter (MADBER)']}}"}]} +{"conversations": [{"role": "user", "content": "Can you recommend high-quality rifle shooting targets that instantly indicate whether a shot is a hit or miss and come with a minimum of 120 pasters?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['rifle shooting targets'], 'product': ['high-quality', 'instantly indicate whether a shot is a hit or miss', 'minimum of 120 pasters']}}"}]} +{"conversations": [{"role": "user", "content": "What are some lightweight golf bags that are typically recommended to pair with the Grey Bennington QO-14 Quiet Organizer Golf Cart Bag?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['lightweight golf bags', 'recommended to pair with the Grey Bennington QO-14 Quiet Organizer Golf Cart Bag']}}"}]} +{"conversations": [{"role": "user", "content": "What are some comfortable compression socks that can be worn for a long duration and match with Copper Fit Unisex Sport Socks compression anti odor 3 Pair L/XL(9-12)? Also, how can I print the return shipping label?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['comfortable compression socks', 'worn for a long duration', 'match with Copper Fit Unisex Sport Socks compression anti odor 3 Pair L/XL(9-12)']}}"}]} +{"conversations": [{"role": "user", "content": "Can I find a Chicago White Sox baseball jersey that's unique and has a distinctive 2-button placket on Amazon? Also, is there an option to customize the jersey with my preferred name and number? I have recently bought a Profile Big & Tall MLB Chicago White Sox Women's Team Short Sleeved Screen T-Shirt in 2X black, and I'm looking for a matching jersey."}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Chicago White Sox'], 'product': ['baseball jersey', 'unique', 'distinctive 2-button placket', 'customize with preferred name and number', \"matching jersey for Profile Big & Tall MLB Chicago White Sox Women's Team Short Sleeved Screen T-Shirt in 2X black\"]}}"}]} +{"conversations": [{"role": "user", "content": "Can you recommend a gym mat around 180 x 60 x 1.5 cm that is easily sanitized after using for a workout?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['gym mat around 180 x 60 x 1.5 cm', 'easily sanitized after using for a workout']}}"}]} +{"conversations": [{"role": "user", "content": "Is there a soft and comfortable Fanmats Tailgater Rug suitable for Florida State events?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Fanmats'], 'product': ['soft and comfortable Tailgater Rug suitable for Florida State events']}}"}]} +{"conversations": [{"role": "user", "content": "What other Dallas Cowboys-themed items would pair well with the Uno card set and Blue Shoe Laces I've added to my cart, aimed to spice up our game nights like a crowd cheering for a touchdown?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['Dallas Cowboys-themed items', 'pair well with the Uno card set and Blue Shoe Laces', 'spice up our game nights like a crowd cheering for a touchdown']}}"}]} +{"conversations": [{"role": "user", "content": "Where can I find a pair of Forever Collectibles sneaker slippers that are 100% NFL-licensed and specifically designed for the 2015 San Diego Chargers?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Forever Collectibles'], 'product': ['sneaker slippers that are 100% NFL-licensed and specifically designed for the 2015 San Diego Chargers']}}"}]} +{"conversations": [{"role": "user", "content": "What lightweight hoodies similar to the \"Yoga Clothing For You Ladies Lotus Flower Tri-Blend Hoodie\" have been available on Amazon since 2014?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': [\"lightweight hoodies similar to the 'Yoga Clothing For You Ladies Lotus Flower Tri-Blend Hoodie'\", 'available on Amazon since 2014']}}"}]} +{"conversations": [{"role": "user", "content": "Can you recommend a high-quality, dishwasher-safe water bottle with a blue body and orange cap?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['high-quality', 'dishwasher-safe', 'water bottle with a blue body and orange cap']}}"}]} +{"conversations": [{"role": "user", "content": "Does Amazon carry Broad Bay backpacks designed for the University of Nebraska?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Broad Bay'], 'product': ['backpacks designed for the University of Nebraska']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a new, factory-sealed service manual specifically for a 1986-1998 OMC Cobra Stern Drive. Preferably, the manual should be easy to understand for those without much automotive knowledge."}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['new, factory-sealed service manual for a 1986-1998 OMC Cobra Stern Drive', 'easy to understand for those without much automotive knowledge']}}"}]} +{"conversations": [{"role": "user", "content": "What is the compatible marine flush base for a Driftmaster 255HR Duo Rod Holder with 1/2-Inch Stem in Black Finish that customers typically buy together? Preferably, it should be from Driftmaster."}, {"role": "assistant", "content": "{'Metapath': 'product -> product <- brand', 'Restriction': {'product': ['Driftmaster 255HR Duo Rod Holder with 1/2-Inch Stem in Black Finish', 'compatible marine flush base'], 'brand': ['Driftmaster']}}"}]} +{"conversations": [{"role": "user", "content": "Can you recommend a high-quality men's crew shirt with a scalloped hem? I'm looking for one that provides a comfortable fit, not too snug or too baggy. I'm flexible with sizes."}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': [\"men's crew shirt\"], 'product': [\"high-quality men's crew shirt with a scalloped hem\", 'comfortable fit, not too snug or too baggy']}}"}]} +{"conversations": [{"role": "user", "content": "What's the best non-stick camping cookware set that works seamlessly with the TRANGIA 28-T Mini Trangia, Trangia 27-2 UL Stove Kit, and the Trangia - X2 Multifuel Burner Part Kit, and also offers easy clean-up after cooking?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['non-stick camping cookware set', 'works seamlessly with the TRANGIA 28-T Mini Trangia', 'works seamlessly with the Trangia 27-2 UL Stove Kit', 'works seamlessly with the Trangia - X2 Multifuel Burner Part Kit', 'offers easy clean-up after cooking']}}"}]} +{"conversations": [{"role": "user", "content": "Can you recommend a high-quality Houston Astros rainbow replica baseball jersey with embroidered graphics? I recently purchased a navy blue and orange adjustable Astros hat and would like a jersey to match it."}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['high-quality Houston Astros rainbow replica baseball jersey with embroidered graphics', 'match a navy blue and orange adjustable Astros hat']}}"}]} +{"conversations": [{"role": "user", "content": "Is it possible to find a discontinued, rare Nike silicone wristband bracelet that isn't in blue?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Nike'], 'product': ['discontinued', 'rare', 'silicone wristband bracelet', 'not in blue']}}"}]} +{"conversations": [{"role": "user", "content": "What are some fitting and visually appealing Bike V-Brake M10 Boss Covers caps specifically for an MTB Frame or Fork with V Mounts?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['Bike V-Brake M10 Boss Covers caps'], 'product': ['fitting and visually appealing', 'specifically for an MTB Frame or Fork with V Mounts']}}"}]} +{"conversations": [{"role": "user", "content": "What are some durable Philadelphia Phillies fan signs with a baked-on finish that would be suitable for a man cave?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['fan signs'], 'product': ['durable Philadelphia Phillies fan signs with a baked-on finish', 'suitable for a man cave']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a FISHIN ADDICT brand fishing lure with a double hook design for weedless fishing. Could you assist?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['FISHIN ADDICT'], 'product': ['fishing lure with a double hook design for weedless fishing']}}"}]} +{"conversations": [{"role": "user", "content": "What's the best Texas A&M Aggies camouflage car decal that has strong adherence to vehicles?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['Texas A&M Aggies camouflage car decal', 'strong adherence to vehicles']}}"}]} +{"conversations": [{"role": "user", "content": "Could you suggest any imported women's hoodies with a banded hem that I should consider buying?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['hoodies'], 'product': [\"imported women's hoodies with a banded hem\"]}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a Pedalite chain lubricant that is eco-friendly, avoids the use of petrochemicals and palm oil, and is non-toxic. Does it perform as well as traditional chain lubricants? Not primarily concerned about the price but highly value quality."}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Pedalite'], 'product': ['chain lubricant that is eco-friendly', 'avoids the use of petrochemicals and palm oil', 'non-toxic', 'performs as well as traditional chain lubricants', 'highly value quality']}}"}]} +{"conversations": [{"role": "user", "content": "What are some alternatives to vinyl-made eye strip decorations from Party Animal? I'm looking for something more suitable."}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Party Animal'], 'product': ['vinyl-made eye strip decorations', 'alternatives', 'more suitable']}}"}]} +{"conversations": [{"role": "user", "content": "What is a budget-friendly fishing bait that pairs well with a Water Gremlin Egg Sinker Pro-Pack and a Berkley Pack PowerBait Power Honey Worm?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['budget-friendly fishing bait', 'pairs well with a Water Gremlin Egg Sinker Pro-Pack', 'pairs well with a Berkley Pack PowerBait Power Honey Worm']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a PICNIC TIME brand portable sports chair with visible handles when folded. Does it also have an extra-wide seat for comfort?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['PICNIC TIME'], 'product': ['portable sports chair with visible handles when folded', 'extra-wide seat for comfort']}}"}]} +{"conversations": [{"role": "user", "content": "Can you help me find a women's chronograph watch by Invicta on Amazon?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Invicta'], 'product': [\"women's chronograph watch\"]}}"}]} +{"conversations": [{"role": "user", "content": "What are some finger strength trainers that are good for practicing guitar and mandolin which come with a lifetime warranty?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['finger strength trainers'], 'product': ['good for practicing guitar and mandolin', 'come with a lifetime warranty']}}"}]} +{"conversations": [{"role": "user", "content": "What's a highly comfortable, flexible, and performance-rated rashguard that can be a perfect match with my Anthem Athletics MIDNIGHT Ranked Competition Rash Guard Compression Shirt for BJJ and MMA?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['highly comfortable, flexible, and performance-rated rashguard', 'perfect match with my Anthem Athletics MIDNIGHT Ranked Competition Rash Guard Compression Shirt for BJJ and MMA']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for cycling gloves with a soft thumb wiping surface for sweat absorption. Can they also complement my Trideer Workout Gloves that I use for weightlifting? Don't worry about the size."}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['cycling gloves with a soft thumb wiping surface for sweat absorption', 'complement my Trideer Workout Gloves for weightlifting']}}"}]} +{"conversations": [{"role": "user", "content": "I'm searching for a men's hoodie with an NFL team logo, ribbed trim, and made from a comfortable blend of cotton and polyester. I reside within the United States, so no need for international shipping options."}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['hoodie'], 'product': [\"men's hoodie with an NFL team logo\", 'ribbed trim', 'comfortable blend of cotton and polyester']}}"}]} +{"conversations": [{"role": "user", "content": "I'm looking for a Drake's Game Day collection long sleeve tee that has been available on Amazon since summer 2015. I want to add to my collection of authentic merchandise. Can you assist?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': [\"Drake's\"], 'product': ['Game Day collection long sleeve tee available on Amazon since summer 2015', 'authentic merchandise']}}"}]} +{"conversations": [{"role": "user", "content": "Can you recommend a lightweight OTF knife with an efficient gear mechanism?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['lightweight OTF knife with an efficient gear mechanism']}}"}]} +{"conversations": [{"role": "user", "content": "What are some recommended fishing leader lines by Vicious Fishing?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Vicious Fishing'], 'product': ['fishing leader lines']}}"}]} +{"conversations": [{"role": "user", "content": "Is there a BMX rear wheel capable of withstanding jumps and tricks at the skatepark while still offering a smooth ride? Also, how will a Black Ops Micro Drive Dual Core UL BMX Chainring, 25t, pair with my BMX bike?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product -> product', 'Restriction': {'category': ['BMX rear wheel'], 'product': ['capable of withstanding jumps and tricks at the skatepark while still offering a smooth ride', 'Black Ops Micro Drive Dual Core UL BMX Chainring, 25t', 'pair with my BMX bike']}}"}]} +{"conversations": [{"role": "user", "content": "Could you recommend a high-temperature resistant titanium folding spork that won't impart a metallic taste or smell to my food?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['high-temperature resistant titanium folding spork', \"won't impart a metallic taste or smell to food\"]}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a comfortable and versatile holster for my Ruger LCR revolver compatible with a black Hogue 78030 Ruger LCR Grip, Tamer, Rubber No Finger Grooves. Can you help me locate this?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['comfortable and versatile holster for Ruger LCR revolver', 'compatible with a black Hogue 78030 Ruger LCR Grip, Tamer, Rubber No Finger Grooves']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a Snake Eye Inc. knife and stand set that has fine detailing, is made from durable material like quality stainless steel, and offers excellent value for money. Can you help me find this?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Snake Eye Inc.'], 'product': ['knife and stand set', 'fine detailing', 'durable material like quality stainless steel', 'excellent value for money']}}"}]} +{"conversations": [{"role": "user", "content": "Where can I find men's diabetic socks that are primarily composed of 90% cotton and 10% nylon?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['socks'], 'product': [\"men's diabetic socks\", 'primarily composed of 90% cotton and 10% nylon']}}"}]} +{"conversations": [{"role": "user", "content": "What are some MLB Giants sandals suitable for outdoor activities and sports?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['sandals'], 'product': ['MLB Giants sandals suitable for outdoor activities and sports']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a Douglas Net bait cage that can accommodate a variety of bait fish. Ideally, it should be around 16 inches square and approximately 12 inches deep. Any suggestions?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Douglas Net'], 'product': ['bait cage that can accommodate a variety of bait fish', 'around 16 inches square', 'approximately 12 inches deep']}}"}]} +{"conversations": [{"role": "user", "content": "Where can I find an official NFL kids t-shirt featuring a large Houston Texans logo that's safe for tumble drying?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['kids t-shirt'], 'product': ['official NFL kids t-shirt featuring a large Houston Texans logo', 'safe for tumble drying']}}"}]} +{"conversations": [{"role": "user", "content": "Can you assist me in finding a paintball harness that features spring-activated tops on the tubes that pop open?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['paintball harness'], 'product': ['features spring-activated tops on the tubes that pop open']}}"}]} +{"conversations": [{"role": "user", "content": "Is the Trailerable Snowmobile Snow Machine Sled Cover Ski-Doo MXZ MX Z Adrenaline 500 SS from 2005 to 2007 suitable for both indoor and outdoor protection? Can it also be fitted with a robust trailering system for easy transportation?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['Trailerable Snowmobile Snow Machine Sled Cover Ski-Doo MXZ MX Z Adrenaline 500 SS from 2005 to 2007', 'suitable for both indoor and outdoor protection', 'fitted with a robust trailering system for easy transportation']}}"}]} +{"conversations": [{"role": "user", "content": "Can you recommend a yoke-style life jacket with the ability to turn an unconscious person upright or slightly reclined and has a minimum buoyancy of 22 lbs?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['yoke-style life jacket', 'ability to turn an unconscious person upright or slightly reclined', 'minimum buoyancy of 22 lbs']}}"}]} +{"conversations": [{"role": "user", "content": "Can you recommend a brand new gun cleaning kit that comes with integrated bore brushes for one-pass cleaning? I'm looking for a kit that offers a quick and thorough clean."}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['brand new gun cleaning kit', 'integrated bore brushes for one-pass cleaning', 'quick and thorough clean']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a stainless steel sports water bottle that fits comfortably in my hand and car cup holder. Preferably, it should be ergonomically designed for easy grip. Can you recommend some that are BPA-free and made from food-safe materials?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['sports water bottle'], 'product': ['stainless steel', 'fits comfortably in hand and car cup holder', 'ergonomically designed for easy grip', 'BPA-free', 'made from food-safe materials']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a high-quality set of treble hooks comparable or superior to the Owner Stinger 66 Treble Hook, 3/0. They should seamlessly integrate with my existing gear."}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['high-quality set of treble hooks', 'comparable or superior to the Owner Stinger 66 Treble Hook, 3/0', 'seamlessly integrate with existing gear']}}"}]} +{"conversations": [{"role": "user", "content": "What are some recommended baton pins from the reputable brand Star Line Baton?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Star Line Baton'], 'product': ['baton pins']}}"}]} +{"conversations": [{"role": "user", "content": "Is there a university figurine from Ridgewood Collectibles that anyone can recommend?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Ridgewood Collectibles'], 'product': ['university figurine']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a pirate-themed t-shirt that has a quick delivery time. The package dimensions should be approximately 10x9x1 inches and the shipping weight should be under 8 ounces. Can you assist?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['t-shirt'], 'product': ['pirate-themed t-shirt', 'quick delivery time', 'package dimensions approximately 10x9x1 inches', 'shipping weight under 8 ounces']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a sleek folding knife similar to the Columbia River Knife & Tool CRKT 6803Z Ryan Seven Linerlock Knife. It should have a satin-finish frame and doesn't need initial sharpening. Not concerned about handle quality and smoothness."}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['a sleek folding knife', 'similar to the Columbia River Knife & Tool CRKT 6803Z Ryan Seven Linerlock Knife', 'satin-finish frame', \"doesn't need initial sharpening\"]}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a folding knife with a black G10 handle that's textured and about half an inch thick. Are there any with steel liners for extra durability and ruggedness?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': [\"folding knife with a black G10 handle that's textured and about half an inch thick\", 'steel liners for extra durability and ruggedness']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a durable pistol case from Outdoor Connection that's crafted from high-end materials. I'm particularly interested in one with a soft, fleece interior for firearm protection and value excellent construction quality."}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Outdoor Connection'], 'product': ['durable pistol case', 'crafted from high-end materials', 'soft, fleece interior for firearm protection', 'excellent construction quality']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a comfortable swimming mask with polarized lenses, similar to the Qishi Super Big Frame swimming goggles that I've used before. Need options that won't press against my eyes and cause goggle marks. Can you recommend a pair that ensures clear underwater vision?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['comfortable swimming mask with polarized lenses', 'similar to the Qishi Super Big Frame swimming goggles', \"won't press against eyes and cause goggle marks\", 'ensures clear underwater vision']}}"}]} +{"conversations": [{"role": "user", "content": "What winter gloves would you recommend for activities like biking or climbing, which are also similar to the Byoung Winter Outdoor Windproof Cycling Gloves Touchscreen Glove for Smart Phone?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['winter gloves for activities like biking or climbing', 'similar to the Byoung Winter Outdoor Windproof Cycling Gloves Touchscreen Glove for Smart Phone']}}"}]} +{"conversations": [{"role": "user", "content": "What's a good MMA training glove with about 1.75'' knuckle padding that's comfortable and easy to break in? I should mention, I don't intend to use them for grappling or any ground fighting activities."}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['MMA training glove'], 'product': [\"1.75'' knuckle padding\", 'comfortable', 'easy to break in', 'not for grappling or ground fighting activities']}}"}]} +{"conversations": [{"role": "user", "content": "What's the best quality olive drab MOLLE chest rig you would recommend?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['best quality olive drab MOLLE chest rig']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a no-drill, easy-to-install kayak mast tube mount that is compatible with RAM mount gear."}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['no-drill, easy-to-install kayak mast tube mount', 'compatible with RAM mount gear']}}"}]} +{"conversations": [{"role": "user", "content": "Is there a recommended AIM Sports brand recoil pad buttstock?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['AIM Sports'], 'product': ['recoil pad buttstock']}}"}]} +{"conversations": [{"role": "user", "content": "Can you suggest a high-quality picatinny rail scope mount that has a perfect finish, measures around 7.5 inches in length, and features a central channel design for lightness?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['high-quality picatinny rail scope mount', 'perfect finish', 'measures around 7.5 inches in length', 'features a central channel design for lightness']}}"}]} +{"conversations": [{"role": "user", "content": "Where can I find a UV reflective fishing spoon with a sharp treble hook?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['UV reflective fishing spoon with a sharp treble hook']}}"}]} +{"conversations": [{"role": "user", "content": "Can you suggest some AirBedz inflatable wheel well inserts?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['AirBedz'], 'product': ['inflatable wheel well inserts']}}"}]} +{"conversations": [{"role": "user", "content": "Searching for a large body wrap for firming, scent doesn't matter."}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['body wrap'], 'product': ['large body wrap for firming']}}"}]} +{"conversations": [{"role": "user", "content": "Can you recommend an internal headset that is visually stunning, colorful, and has a crown race diameter of 30.0?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['internal headset', 'visually stunning', 'colorful', 'crown race diameter of 30.0']}}"}]} +{"conversations": [{"role": "user", "content": "What are some swimming jammers similar to the SPEEDO LZR Racer Elite 2 Jammer in black and hot coral that I could add to my collection?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['swimming jammers', 'similar to the SPEEDO LZR Racer Elite 2 Jammer in black and hot coral']}}"}]} +{"conversations": [{"role": "user", "content": "Can I find 34mm black anodized aluminum rings with a wide design for a secure grip on optical devices and a hard coating for extra durability?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['34mm black anodized aluminum rings with a wide design for a secure grip on optical devices', 'hard coating for extra durability']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for an NBA flag that will be a great conversation starter at social events. It should complement a 'Washington Huskies Blackout 3x5 Flag' that I recently purchased."}, {"role": "assistant", "content": "{'Metapath': 'category -> product -> product', 'Restriction': {'category': ['flag'], 'product': ['NBA flag', 'great conversation starter at social events', \"complement a 'Washington Huskies Blackout 3x5 Flag'\"]}}"}]} +{"conversations": [{"role": "user", "content": "Can you help me find a chic sleeveless shirt for women that features moisture-wicking technology, similar to Play Dry?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['sleeveless shirt'], 'product': ['chic sleeveless shirt for women', 'moisture-wicking technology', 'similar to Play Dry']}}"}]} +{"conversations": [{"role": "user", "content": "Can you help me find a ready-to-use tactical folding knife with a swift-action, approximately 2.75-inch long black stainless steel blade? I'd like it to be sharp and ready for immediate use upon delivery."}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['tactical folding knife'], 'product': ['ready-to-use', 'swift-action', 'approximately 2.75-inch long black stainless steel blade', 'sharp and ready for immediate use upon delivery']}}"}]} +{"conversations": [{"role": "user", "content": "I'm new to axe throwing and recently got the 6PC 5.5-inch Throwing Knife Set with Pouch - BLACK WIDOW SPIDER. I'm thinking about a mini throwing axe as a companion piece to get started. Can you suggest any suitable options?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['6PC 5.5-inch Throwing Knife Set with Pouch - BLACK WIDOW SPIDER', 'mini throwing axe as a companion piece to get started']}}"}]} +{"conversations": [{"role": "user", "content": "Where can I find TATAMI fight shorts?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['TATAMI'], 'product': ['fight shorts']}}"}]} +{"conversations": [{"role": "user", "content": "Can you help me find a high-quality brake winch that's made in the USA?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['high-quality brake winch', 'made in the USA']}}"}]} +{"conversations": [{"role": "user", "content": "What are some accurate and high-quality .22 caliber pellets suitable for a Ruger 22 pellet rifle?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['.22 caliber pellets suitable for a Ruger 22 pellet rifle', 'accurate and high-quality']}}"}]} +{"conversations": [{"role": "user", "content": "What's a recommended complete sports game set suitable for 3-year-old twins who are sports enthusiasts?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['sports game set'], 'product': ['complete sports game set suitable for 3-year-old twins who are sports enthusiasts']}}"}]} +{"conversations": [{"role": "user", "content": "Is there a backpack rain cover suitable for heavy rain that is commonly paired with the Deuter Streamer 2.0?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['backpack rain cover suitable for heavy rain', 'commonly paired with the Deuter Streamer 2.0']}}"}]} +{"conversations": [{"role": "user", "content": "I'm in search of a TikiZone branded foam can holder with a camouflage pattern that fits both standard beer cans and bottles. Can it also be foldable for convenient storage? Above all, its primary function should be to effectively keep beverages cold."}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['TikiZone'], 'product': ['foam can holder with a camouflage pattern', 'fits both standard beer cans and bottles', 'foldable for convenient storage', 'effectively keep beverages cold']}}"}]} +{"conversations": [{"role": "user", "content": "What are some recommended sports towels from TooLoud regardless of size?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['TooLoud'], 'product': ['sports towels regardless of size']}}"}]} +{"conversations": [{"role": "user", "content": "Is there a Roma F.C. brand fetlock boot suitable for full-sized horses with a soft neoprene lining and durable plastic moulded exterior? I am currently using a Tough-1 Vented Sport Boots Front Pink for my horse and am looking for a similar fit."}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Roma F.C.'], 'product': ['fetlock boot suitable for full-sized horses with a soft neoprene lining and durable plastic moulded exterior', 'similar fit to Tough-1 Vented Sport Boots Front Pink']}}"}]} +{"conversations": [{"role": "user", "content": "Can you recommend an NFL knit beanie with a blend of neutral, oatmeal-like shades and my favorite team's colors, featuring an embroidered team logo?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['NFL knit beanie'], 'product': ['blend of neutral, oatmeal-like shades', \"favorite team's colors\", 'embroidered team logo']}}"}]} +{"conversations": [{"role": "user", "content": "Can you find a '47 brand Memphis Grizzlies t-shirt made entirely of ring spun combed cotton?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': [\"'47\"], 'product': ['Memphis Grizzlies t-shirt made entirely of ring spun combed cotton']}}"}]} +{"conversations": [{"role": "user", "content": "Can you recommend a durable peak style shelter that can serve as an instant garage for motorcycles or cars? It should come with a feature for securely squaring and locking the frame. Ideally, it will also be resistant to sunlight and can hold up well near trees. I've had a hard time finding a shelter that meets these criteria."}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['shelter'], 'product': ['durable peak style shelter', 'serve as an instant garage for motorcycles or cars', 'feature for securely squaring and locking the frame', 'resistant to sunlight', 'hold up well near trees']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a tactical medic pouch that matches the color of my current gear and integrates well with my 5.11 brand bags. Any suggestions?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['5.11'], 'product': ['tactical medic pouch', 'matches the color of current gear', 'integrates well with 5.11 brand bags']}}"}]} +{"conversations": [{"role": "user", "content": "What are some top-rated folding knives that feature a seatbelt cutter and glass breaker?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['folding knives'], 'product': ['top-rated folding knives', 'feature a seatbelt cutter and glass breaker']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for large-sized disposable field towels that are unscented and can help combat odors. Can you suggest a product like this?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['field towels'], 'product': ['large-sized disposable field towels', 'unscented', 'help combat odors']}}"}]} +{"conversations": [{"role": "user", "content": "What soft plastic tube bait pairs best with the Luengo Multicolor Octopus lure and works well in a daisy chain setup or for re-skirting during trolling?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['soft plastic tube bait', 'pairs best with the Luengo Multicolor Octopus lure', 'works well in a daisy chain setup', 're-skirting during trolling']}}"}]} +{"conversations": [{"role": "user", "content": "Where can I find a new NFL themed chrome clock if I already have batteries?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['clock'], 'product': ['new NFL themed chrome clock']}}"}]} +{"conversations": [{"role": "user", "content": "What are some highly-rated ESS Eyewear ICE NARO replacement lenses that have quick delivery and go well with the ESS ICE Smoke Gray replacement lens?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['ESS Eyewear'], 'product': ['ICE NARO replacement lenses', 'highly-rated', 'quick delivery', 'go well with the ESS ICE Smoke Gray replacement lens']}}"}]} +{"conversations": [{"role": "user", "content": "What's the best NMEA 2000 extension cable compatible with a Lowrance device? Also, I'm interested in locating an appropriate Minn Kota Adaptor Cable."}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['NMEA 2000 extension cable compatible with a Lowrance device', 'Minn Kota Adaptor Cable']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a 16-inch removable flag pole and mounting bracket suitable for a golf cart. It needs to be able to fly my MLB Cleveland Indians Boat and Golf Cart Flag without any attachment problems."}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['16-inch removable flag pole and mounting bracket suitable for a golf cart', 'able to fly MLB Cleveland Indians Boat and Golf Cart Flag without any attachment problems']}}"}]} +{"conversations": [{"role": "user", "content": "Is there a durable and strong shaving kit from Logo brand that can easily fit all my shaving essentials?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Logo'], 'product': ['durable and strong shaving kit that can easily fit all shaving essentials']}}"}]} +{"conversations": [{"role": "user", "content": "Can you help me find a bocce or petanque set that includes eight silver balls and is compatible with equipment like a Varsity Kicking Cage?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['bocce', 'petanque'], 'product': ['set that includes eight silver balls', 'compatible with equipment like a Varsity Kicking Cage']}}"}]} +{"conversations": [{"role": "user", "content": "What are some rear sights compatible with Remington rifles available at Numrich Gun Parts?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Numrich Gun Parts'], 'product': ['rear sights compatible with Remington rifles']}}"}]} +{"conversations": [{"role": "user", "content": "What's a top-rated freeze-dried durian snack with only natural ingredients, no added colorings or preservatives and offers an authentic taste experience?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['freeze-dried durian snack'], 'product': ['top-rated', 'only natural ingredients', 'no added colorings or preservatives', 'authentic taste experience']}}"}]} +{"conversations": [{"role": "user", "content": "Does MagiDeal make a coiled kayak paddle leash that would provide easy movement while keeping the paddle close to the kayak? I'm interested in a leash that could pair well with the MagiDeal 10Pcs Kayak D Rings I previously bought."}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['MagiDeal'], 'product': ['coiled kayak paddle leash', 'provide easy movement while keeping the paddle close to the kayak', 'pair well with the MagiDeal 10Pcs Kayak D Rings']}}"}]} +{"conversations": [{"role": "user", "content": "Where can I find a lightweight Vittoria road tube featuring a removable core Presta valve without threads? It would be great if it also came with a free pack of tea."}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Vittoria'], 'product': ['lightweight road tube featuring a removable core Presta valve without threads', 'free pack of tea']}}"}]} +{"conversations": [{"role": "user", "content": "Where can I find a replacement strap for my VForce Profiler goggles that works as well as the original? Any suggestions?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['replacement strap for VForce Profiler goggles', 'works as well as the original']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a special gift for my friend who is a big Harley-Davidson fan. He owns a Black and Orange Harley-Davidson Cooler. Could you suggest something similar he might like, perhaps a Harley-Davidson dartboard cabinet kit?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Harley-Davidson'], 'product': ['Black and Orange Harley-Davidson Cooler', 'Harley-Davidson dartboard cabinet kit']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a unique and stylish saddle pad with durable materials and effective quilting. Also interested in a sturdy, vinyl-coated girth guard. Bonus points for a multicolored coordinated braid. Any recommendations?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['unique and stylish saddle pad with durable materials and effective quilting', 'sturdy, vinyl-coated girth guard', 'multicolored coordinated braid']}}"}]} +{"conversations": [{"role": "user", "content": "Where can I find a high-quality, well-fitting men's long sleeve raglan crew neck shirt with a plastisol print? I'm particularly interested in NBA-themed options."}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': [\"men's long sleeve raglan crew neck shirt\"], 'product': ['high-quality', 'well-fitting', 'plastisol print', 'NBA-themed options']}}"}]} +{"conversations": [{"role": "user", "content": "Where can I find St. Louis Cardinals and Chicago Cubs prismatic decals for sale online? I live in Las Vegas and have trouble finding local merchandise for these MLB teams."}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['St. Louis Cardinals prismatic decals', 'Chicago Cubs prismatic decals']}}"}]} +{"conversations": [{"role": "user", "content": "Could you recommend a foreign-made waist pack and shoulder bag that has a design similar to those typically imported?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['foreign-made waist pack', 'foreign-made shoulder bag', 'design similar to those typically imported']}}"}]} +{"conversations": [{"role": "user", "content": "What's a good crankbait lure with a soft rollover, tight wiggle, suited for mid-depth range fishing, and fits well with the Plano FTO 3700 Size Crank Bait Organizer?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['crankbait lure with a soft rollover, tight wiggle, suited for mid-depth range fishing', 'fits well with the Plano FTO 3700 Size Crank Bait Organizer']}}"}]} +{"conversations": [{"role": "user", "content": "Could you recommend a Game Day Outfitters car magnet?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Game Day Outfitters'], 'product': ['car magnet']}}"}]} +{"conversations": [{"role": "user", "content": "Can you suggest a high-quality tactical backpack superior to budget brands like S.O.G., that would complement my ARMYCAMO 40L Outdoor Expandable Tactical Backpack? It should be suitable for outdoor activities and easily accommodate all my essentials."}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['high-quality tactical backpack', 'superior to budget brands like S.O.G.', 'complement my ARMYCAMO 40L Outdoor Expandable Tactical Backpack', 'suitable for outdoor activities', 'easily accommodate all my essentials']}}"}]} +{"conversations": [{"role": "user", "content": "What golf swing trainer can help improve my driving power? I currently use the A99 Golf Exerciser Resistance Bands and the GolfGym PowerSWING Plus for my gym workouts. So, I'm interested in a trainer that complements these pieces of equipment. Any recommendations?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['golf swing trainer', 'help improve my driving power', 'complements the A99 Golf Exerciser Resistance Bands and the GolfGym PowerSWING Plus']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a hand-picked puka shell necklace with beads that are about 10-12mm in size and comes with an 18-inch chain. It's intended for a fashionable lady."}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['necklace'], 'product': ['hand-picked puka shell necklace with beads that are about 10-12mm in size', '18-inch chain', 'fashionable lady']}}"}]} +{"conversations": [{"role": "user", "content": "What are some sturdy foam headgear options suitable for combat sports that can be paired well with a TMAS Dyna/Rival Face Shield? I found the latter quite comfortable previously."}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['sturdy foam headgear suitable for combat sports', 'paired well with a TMAS Dyna/Rival Face Shield', 'comfortable']}}"}]} +{"conversations": [{"role": "user", "content": "Could you recommend any 50 by 60 inch NFL plush throws similar to the Officially Licensed NFL 'Old School' Mink Sherpa Throw Blanket? It's for my partner who is a big fan."}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['50 by 60 inch NFL plush throws', \"similar to the Officially Licensed NFL 'Old School' Mink Sherpa Throw Blanket\"]}}"}]} +{"conversations": [{"role": "user", "content": "Can you suggest a high-quality OEM Control unicycle featuring a powder-coated finish steel fork that is also easy to store in a corner?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['OEM Control'], 'product': ['high-quality unicycle featuring a powder-coated finish steel fork', 'easy to store in a corner']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a fly tying bobbin with simple drag adjustment features. Also interested in pairing it with a Rite Ceramic Standard Bobbin - any recommendations for this specific combination?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['fly tying bobbin with simple drag adjustment features', 'pairing it with a Rite Ceramic Standard Bobbin']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a high-quality women's ski jacket with a Control Zone Ventilation system and a detachable insulated hood for versatile skiing conditions."}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['ski jacket'], 'product': [\"high-quality women's ski jacket\", 'Control Zone Ventilation system', 'detachable insulated hood', 'versatile skiing conditions']}}"}]} +{"conversations": [{"role": "user", "content": "What are the popular magnetic bingo chips that are frequently purchased with the Bingo Magnetic Wand that comes with 100 Green Chips?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['magnetic bingo chips', 'frequently purchased with the Bingo Magnetic Wand that comes with 100 Green Chips']}}"}]} +{"conversations": [{"role": "user", "content": "Is there a fastpitch ball glove with Checkmate-style webbing that offers tight support for the thumb and pinkie?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['fastpitch ball glove with Checkmate-style webbing', 'tight support for the thumb and pinkie']}}"}]} +{"conversations": [{"role": "user", "content": "I'm searching for a wet bikini bag that is around 9.5 by 12 inches and has a water-resistant lining. It's crucial that the bag is totally waterproof. After experiencing problems with the bottom seam of a previous bag, I need a bag with a sturdy and reliable construction. Can you recommend one?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['wet bikini bag', 'around 9.5 by 12 inches', 'water-resistant lining', 'totally waterproof', 'sturdy and reliable construction']}}"}]} +{"conversations": [{"role": "user", "content": "What's a reliable picatinny/weaver rail adapter for a .22 caliber rifle around 100mm long?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['.22 caliber rifle'], 'product': ['reliable picatinny/weaver rail adapter', 'around 100mm long']}}"}]} +{"conversations": [{"role": "user", "content": "What are some durable and popular document portfolio options?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['document portfolio'], 'product': ['durable and popular document portfolio options']}}"}]} +{"conversations": [{"role": "user", "content": "Can I find a Tachikara rubber football with molded laces that's regulation size?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Tachikara'], 'product': ['rubber football with molded laces', 'regulation size']}}"}]} +{"conversations": [{"role": "user", "content": "What are some metal keychains that would match a Tooled Leather Rifle/Shotgun Scabbard and also complement a Sig Sauer P226 Pistol with Spare Magazine in Black/Pink? Any recommendations?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['metal keychains', 'match a Tooled Leather Rifle/Shotgun Scabbard', 'complement a Sig Sauer P226 Pistol with Spare Magazine in Black/Pink']}}"}]} +{"conversations": [{"role": "user", "content": "What is a stylish scooter grip tape for skateboarding that provides a solid grip, has dimensions approximately 20 inches long and 4.5 inches wide, and offers strong adhesion?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['scooter grip tape for skateboarding'], 'product': ['stylish', 'provides a solid grip', 'dimensions approximately 20 inches long and 4.5 inches wide', 'offers strong adhesion']}}"}]} +{"conversations": [{"role": "user", "content": "Is there a daily-use folding pocket knife made from 1.4116 German Cutlery steel that you would recommend?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['daily-use folding pocket knife made from 1.4116 German Cutlery steel']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a lightweight baseball cap with top customer ratings \u2013 ideally a 5-star average. Want to ensure the shipping weight stays below 3 pounds. Can anyone recommend a good option?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['baseball cap'], 'product': ['lightweight', 'top customer ratings', '5-star average', 'shipping weight below 3 pounds']}}"}]} +{"conversations": [{"role": "user", "content": "Can you suggest any soft and comfortable running shorts made from stretchy polyester and spandex?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['running shorts'], 'product': ['soft and comfortable', 'made from stretchy polyester and spandex']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a highly detailed and high-quality Halo 4 poster. Open to various styles and framing is not a necessity. Any recommendations?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['highly detailed and high-quality Halo 4 poster', 'various styles', 'framing is not a necessity']}}"}]} +{"conversations": [{"role": "user", "content": "Is there a Nascar Classics series diecast car available on Amazon with a working hood, trunk, and movable wheels?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['Nascar Classics series diecast car with a working hood, trunk, and movable wheels available on Amazon']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for an Academy Fits snapback hat with a unique bompton design. I want to avoid any confusion with incorrect product images like before, can you ensure it perfectly matches the description and brand?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Academy Fits'], 'product': ['snapback hat with a unique bompton design', 'perfectly matches the description and brand']}}"}]} +{"conversations": [{"role": "user", "content": "What are some highly recommended skate waxes that pair well with Spitfire Curb Green / Yellow Skate Wax?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['highly recommended skate waxes', 'pair well with Spitfire Curb Green / Yellow Skate Wax']}}"}]} +{"conversations": [{"role": "user", "content": "Is there a high-quality, value for money sports poster print you can suggest?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['sports poster print'], 'product': ['high-quality', 'value for money']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any Beautyko abdominal compression wraps available?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Beautyko'], 'product': ['abdominal compression wraps']}}"}]} +{"conversations": [{"role": "user", "content": "What bottle suit holder would fit best with my Boston Celtics Bottle Koozie?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['bottle suit holder', 'fit best with my Boston Celtics Bottle Koozie']}}"}]} +{"conversations": [{"role": "user", "content": "What is the best Nirve men's cruiser bike with cruiser-style handlebars? The bell quality isn't a priority for me."}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Nirve'], 'product': [\"men's cruiser bike with cruiser-style handlebars\"]}}"}]} +{"conversations": [{"role": "user", "content": "Can you recommend a comfortable and high-performance tactical boonie hat, similar to the Rothco brand?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Rothco'], 'product': ['comfortable and high-performance tactical boonie hat']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a reverse draw crossbow that pairs well with my Barnett 78062 Raptor FX2 Crossbow, 4 x 32 Scope. It should be easy to achieve a precise aim and have a high-quality trigger. Ideally, it won't have any issues with uneven draw."}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['reverse draw crossbow', 'pairs well with my Barnett 78062 Raptor FX2 Crossbow, 4 x 32 Scope', 'easy to achieve a precise aim', 'high-quality trigger', \"won't have any issues with uneven draw\"]}}"}]} +{"conversations": [{"role": "user", "content": "Is there a unique women's adjustable hat available with a heathered applique featuring the team logo embroidered on it? Does this hat include a plastic snap closure for size adjustment? Also, can I have this shipped anywhere within the US?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': [\"unique women's adjustable hat with a heathered applique featuring the team logo embroidered on it\", 'plastic snap closure for size adjustment', 'shipped anywhere within the US']}}"}]} +{"conversations": [{"role": "user", "content": "Where can I find a handcuff case made by Gould & Goodrich?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Gould & Goodrich'], 'product': ['handcuff case']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for recommendations for a 9-foot poker table cloth in a darker shade of grey that provides a genuine casino feel. I understand that the actual product color may be slightly different from the display."}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['poker table cloth'], 'product': ['9-foot poker table cloth in a darker shade of grey', 'genuine casino feel']}}"}]} +{"conversations": [{"role": "user", "content": "Can you suggest a pair of girls' cowgirl boots with a square toe design that is made out of cotton?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['boots'], 'product': [\"girls' cowgirl boots with a square toe design\", 'made out of cotton']}}"}]} +{"conversations": [{"role": "user", "content": "I need a sports watch with triple alarms that clearly shows the day, date, and month."}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['sports watch'], 'product': ['sports watch with triple alarms', 'clearly shows the day, date, and month']}}"}]} +{"conversations": [{"role": "user", "content": "Can you recommend a unique, conversation-starting knife with standout features like a chain and spring mechanism?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['unique, conversation-starting knife', 'standout features like a chain and spring mechanism']}}"}]} +{"conversations": [{"role": "user", "content": "What's a good lightweight (around 1/16 oz) fishing lure highly recommended for catching trout and smallmouth bass?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['lightweight (around 1/16 oz) fishing lure', 'highly recommended for catching trout and smallmouth bass']}}"}]} +{"conversations": [{"role": "user", "content": "What are some scope mounts that would be compatible with my Game Reaper Remington 700 - Short Action - Medium Mount?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['scope mounts', 'compatible with my Game Reaper Remington 700 - Short Action - Medium Mount']}}"}]} +{"conversations": [{"role": "user", "content": "What are some men's fishing watches that display features like moon phase, moon age, sunrise and sunset times, and moon transit times?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['watches'], 'product': [\"men's fishing watches\", 'display features like moon phase, moon age, sunrise and sunset times, and moon transit times']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a Forever Collectibles brand drawstring backpack that my son might like because he's a fan of their designs."}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Forever Collectibles'], 'product': ['drawstring backpack', 'designs that my son might like']}}"}]} +{"conversations": [{"role": "user", "content": "What are some highly recommended cricket jerseys with great designs?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['cricket jerseys'], 'product': ['highly recommended', 'great designs']}}"}]} +{"conversations": [{"role": "user", "content": "Can you find me some Nike cleats that can be used for football or lacrosse?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product <- category', 'Restriction': {'brand': ['Nike'], 'category': ['cleats'], 'product': ['used for football or lacrosse']}}"}]} +{"conversations": [{"role": "user", "content": "What are some ready-to-use, out-of-the-box fishing rod and reel combos from OKUMA? Also, are there options available with multiple colors?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['OKUMA'], 'product': ['ready-to-use, out-of-the-box fishing rod and reel combos', 'multiple colors']}}"}]} +{"conversations": [{"role": "user", "content": "Can you suggest some good-quality yet budget-friendly cycling shoes that are compatible with SPD, SPD SL, and Look KEO pedal styles? I recently bought Shimano PD-R540 SPD SL Road Bike Clipless Pedals in silver and Spinning Cleats - Clipless Pedal Bike Cleats, which are great for spinning classes. So, the shoes need to work well with these pedals."}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['good-quality yet budget-friendly cycling shoes', 'compatible with SPD, SPD SL, and Look KEO pedal styles', 'work well with Shimano PD-R540 SPD SL Road Bike Clipless Pedals in silver', 'work well with Spinning Cleats - Clipless Pedal Bike Cleats']}}"}]} +{"conversations": [{"role": "user", "content": "Can you suggest a 19.5-inch high, sports-themed, specifically NFL grill cover suitable for BBQ enthusiasts like my neighbor and me who love a bit of competition?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['grill cover'], 'product': ['19.5-inch high, sports-themed, specifically NFL grill cover suitable for BBQ enthusiasts', 'love a bit of competition']}}"}]} +{"conversations": [{"role": "user", "content": "Kayak Keepers paddle leash recommendations"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['Kayak Keepers paddle leash']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a versatile ball storage rack that can hold various kinds of balls, such as medicine balls and basketballs, similar to the design of Champion Sports Medicine Ball Tree. I recently purchased the AmazonBasics Medicine Ball and need a rack to help me organize my sports equipment efficiently."}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['versatile ball storage rack', 'hold various kinds of balls', 'medicine balls', 'basketballs', 'similar to the design of Champion Sports Medicine Ball Tree', 'organize sports equipment efficiently']}}"}]} +{"conversations": [{"role": "user", "content": "Can you assist me in finding a vintage-style NBA official snapback cap that has compact dimensions approximately 9x9x3 inches when packed?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['snapback cap'], 'product': ['vintage-style NBA official snapback cap', 'compact dimensions approximately 9x9x3 inches when packed']}}"}]} +{"conversations": [{"role": "user", "content": "What pistol targets are commonly bought with the MTM 2 Pistol Handgun Case Up to 8.5-Inch Revolver Barrel that clearly show the shooting spots?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['MTM 2 Pistol Handgun Case Up to 8.5-Inch Revolver Barrel', 'pistol targets', 'clearly show the shooting spots']}}"}]} +{"conversations": [{"role": "user", "content": "I am looking for a lightweight climbing gear similar to a 10 mm x 60 cm Dyneema runner that is versatile. Ideally, it should be user-friendly and practically designed. Can you suggest any options?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['lightweight climbing gear', 'similar to a 10 mm x 60 cm Dyneema runner', 'versatile', 'user-friendly', 'practically designed']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for an MP3/WMA player and recorder that allows easy management and personalization of my music collection. It should be capable of playing both MP3 and WMA files. Any recommendations?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['MP3/WMA player and recorder'], 'product': ['allows easy management and personalization of music collection', 'capable of playing both MP3 and WMA files']}}"}]} +{"conversations": [{"role": "user", "content": "What are some effective curtain fasteners made by the Aurora brand that you would recommend?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Aurora'], 'product': ['effective curtain fasteners made by the Aurora brand']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a durable long handcuff key with a pen clip that offers a lifetime warranty. It's intended as a surprise gift for my husband, who already has a Zak Tool ZT-13-BLU Aluminum Pocket Key in blue. What would be a similar accessory that could enhance his collection?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['durable long handcuff key with a pen clip that offers a lifetime warranty', 'similar accessory to Zak Tool ZT-13-BLU Aluminum Pocket Key in blue', 'enhance his collection']}}"}]} +{"conversations": [{"role": "user", "content": "I'm on the hunt for an officially licensed NHL team hat that's primarily made of cotton but with a bit of spandex. I would prefer an imported hat, and it should be free of any flashy or distracting embellishments."}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['hat'], 'product': ['officially licensed NHL team hat', 'primarily made of cotton', 'with a bit of spandex', 'imported', 'free of any flashy or distracting embellishments']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for an SS brand chest guard with quick and easy adjustable straps. Any ideas?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['SS'], 'product': ['chest guard with quick and easy adjustable straps']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a lightweight, compact folding knife with a non-locking mechanism that's perfect for everyday use. Preferably, it should have a hollow-ground drop point blade and be razor sharp right out of the box. Any recommendations?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['folding knife'], 'product': ['lightweight', 'compact', 'non-locking mechanism', 'perfect for everyday use', 'hollow-ground drop point blade', 'razor sharp right out of the box']}}"}]} +{"conversations": [{"role": "user", "content": "Is there a backpack available on Amazon with detachable straps that I can use to secure my sleeping pad?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['backpack with detachable straps', 'secure my sleeping pad', 'available on Amazon']}}"}]} +{"conversations": [{"role": "user", "content": "What are some highly recommended rubberized Mossberg shotgun stocks with improved grips that are compatible with the 500/590 models?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Mossberg'], 'product': ['highly recommended rubberized Mossberg shotgun stocks with improved grips', 'compatible with the 500/590 models']}}"}]} +{"conversations": [{"role": "user", "content": "Can you recommend a junior-sized rubber football that's approximately 10.5 inches in length and 5.5 inches in width?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['football'], 'product': ['junior-sized rubber football', 'approximately 10.5 inches in length', '5.5 inches in width']}}"}]} +{"conversations": [{"role": "user", "content": "What are some quill stems compatible with zimo 50pcs Jagwire Bike 5mm Brake Cable Housing Ferrule End Caps and have a clamp size of 25.4mm? I am particularly fond of the style of the Sunlite Alloy 2-Bolt Quill Stem, are there any similar recommendations?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['quill stems', 'compatible with zimo 50pcs Jagwire Bike 5mm Brake Cable Housing Ferrule End Caps', 'clamp size of 25.4mm', 'style of the Sunlite Alloy 2-Bolt Quill Stem']}}"}]} +{"conversations": [{"role": "user", "content": "Can you suggest a soft and comfortable hoodie for women's sportswear, preferably in white, wolf grey, or metallic red bronze?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['hoodie', \"women's sportswear\"], 'product': ['soft and comfortable', 'white', 'wolf grey', 'metallic red bronze']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a kids bike helmet and pads set with Superman designs. It would be ideal if the set complements a Superman bike, and preferably be from the Superman brand."}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Superman'], 'product': ['kids bike helmet and pads set with Superman designs', 'complements a Superman bike']}}"}]} +{"conversations": [{"role": "user", "content": "Where can I find a popular children's cycling jersey from the brand 'Kanu Bike', irrespective of the size?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Kanu Bike'], 'product': [\"popular children's cycling jersey\"]}}"}]} +{"conversations": [{"role": "user", "content": "Can you recommend a sleekly designed cue joint protector that would go nicely with a Pool Cue Joint Protectors 5/16-18 with Billiard Evolution Drawstring Bag and offer great protection for my pool cue?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['sleekly designed cue joint protector', 'go nicely with a Pool Cue Joint Protectors 5/16-18 with Billiard Evolution Drawstring Bag', 'offer great protection for my pool cue']}}"}]} +{"conversations": [{"role": "user", "content": "I'm looking for a rifle case bag that features a hook and loop design and comes with an expandable mesh pocket. It needs to be compatible with my BLACKHAWK! Black Homeland Security Discreet Weapons Carry Case - 32-Inch. Also, can it hold a UTG Universal Firearm Chamber Safety Flag, Orange, 6PCs/Set for safety?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['a rifle case bag that features a hook and loop design', 'expandable mesh pocket', 'compatible with BLACKHAWK! Black Homeland Security Discreet Weapons Carry Case - 32-Inch', 'hold a UTG Universal Firearm Chamber Safety Flag, Orange, 6PCs/Set for safety']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for an authentic SPST switch from Star brand that can handle 20A/120V and works as an OEM replacement part. Any suggestions?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Star'], 'product': ['authentic SPST switch', 'handle 20A/120V', 'works as an OEM replacement part']}}"}]} +{"conversations": [{"role": "user", "content": "Is there a pool cue tip clamp available that facilitates simple reattachment of tips while playing?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['pool cue tip clamp', 'facilitates simple reattachment of tips while playing']}}"}]} +{"conversations": [{"role": "user", "content": "Is there an AQUATIX stainless steel water bottle model that is made from reliable 18/8 food grade stainless steel and doesn't get slippery when filled with cold water?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['AQUATIX'], 'product': ['stainless steel water bottle', 'made from reliable 18/8 food grade stainless steel', \"doesn't get slippery when filled with cold water\"]}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a Vortex motor cover that has a built-in drawstring for easy and secure attachment. Past experiences with ill-fitting covers for my four-stroke Tohatsu 250 have been problematic, so I want to find one that fits correctly this time."}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Vortex'], 'product': ['motor cover with a built-in drawstring for easy and secure attachment', 'fits four-stroke Tohatsu 250']}}"}]} +{"conversations": [{"role": "user", "content": "What are some recommended ski poles that are 160cm in length?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['ski poles that are 160cm in length']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a quality camping mosquito net similar to the USGI Military Mosquito Net Barrier. Any recommendations? It should not be of inferior quality or too small in size."}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['quality camping mosquito net', 'similar to the USGI Military Mosquito Net Barrier', 'not of inferior quality', 'not too small in size']}}"}]} +{"conversations": [{"role": "user", "content": "I'm looking to buy a golf fairway wood, can you suggest one designed with an advanced power grid for better spring effect? It would be great if it also has a shallow face design which could make playing easier and aid in achieving long-distance shots."}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['golf fairway wood'], 'product': ['designed with an advanced power grid for better spring effect', 'shallow face design', 'make playing easier', 'aid in achieving long-distance shots']}}"}]} +{"conversations": [{"role": "user", "content": "Can you recommend a thermal coffee flask from Classic Brand made of stainless steel that will keep my coffee warm all day?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Classic Brand'], 'product': ['thermal coffee flask made of stainless steel', 'keep coffee warm all day']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a PICNIC TIME brand NBA-themed cooler backpack, can you assist me?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['PICNIC TIME'], 'product': ['NBA-themed cooler backpack']}}"}]} +{"conversations": [{"role": "user", "content": "What's a good car charger option for the ThermaCELL Heated Insoles ProFLEX-Battery Pack and ThermaCELL Heat Pack Rechargeable Hand and Pocket Reusable Warmers? I need to keep them powered when I'm traveling."}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['car charger', 'ThermaCELL Heated Insoles ProFLEX-Battery Pack', 'ThermaCELL Heat Pack Rechargeable Hand and Pocket Reusable Warmers', 'keep them powered when traveling']}}"}]} +{"conversations": [{"role": "user", "content": "Can you help me find a 3003 highly polished, .063 gauge aluminum diamond plate bag well floor liner designed specifically for Ez-Go TXT? It should include a carbon fiber custom dash for the EZGO RXV Golf Cart. I'm also expecting it to match the pictures exactly and come with easy-to-follow instructions."}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['3003 highly polished, .063 gauge aluminum diamond plate bag well floor liner designed specifically for Ez-Go TXT', 'carbon fiber custom dash for the EZGO RXV Golf Cart', 'match the pictures exactly', 'easy-to-follow instructions']}}"}]} +{"conversations": [{"role": "user", "content": "What is a good 3.5-inch coaxial speaker you would recommend?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['3.5-inch coaxial speaker']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a tactical flashlight and laser pistol kit with long-lasting battery life, suitable for night hunting without damaging my weapon."}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['tactical flashlight and laser pistol kit'], 'product': ['long-lasting battery life', 'suitable for night hunting', 'without damaging my weapon']}}"}]} +{"conversations": [{"role": "user", "content": "I'm looking for a strong and reliable conibear trap made by 'Unknown'. Setup isn't a concern for me, I'm more interested in its durability and reliability. Can you assist in finding this?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Unknown'], 'product': ['strong and reliable conibear trap', 'durability and reliability']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for boot recommendations from Dublin, any ideas?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Dublin'], 'product': ['boots']}}"}]} +{"conversations": [{"role": "user", "content": "Do you carry a 28x44 inch flag for a big NCAA fan? It's meant as a surprise gift for my friend, their favorite team must be featured. Not including a flagpole isn't an issue."}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['flag'], 'product': ['28x44 inch flag for a big NCAA fan', 'favorite team must be featured', 'meant as a surprise gift']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a Presta head design tire inflator chuck with a synthetic elastomer gasket for quick tire inflation. Any recommendations?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['Presta head design tire inflator chuck with a synthetic elastomer gasket for quick tire inflation']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any lightweight tire options similar to the Continental Grand Prix 4 Season Bike Clincher Tire that I should consider?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['lightweight tire options', 'similar to the Continental Grand Prix 4 Season Bike Clincher Tire']}}"}]} +{"conversations": [{"role": "user", "content": "Where can I find multi-colored craft feathers, particularly in vibrant chartreuse?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['craft feathers'], 'product': ['multi-colored craft feathers', 'vibrant chartreuse']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a kid-friendly water bottle with a pop-up spout that fits well in a recently purchased BSN Bottle Carrier, perfect for my children's sports activities. Need it in a set of eight."}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['kid-friendly water bottle with a pop-up spout', 'fits well in a recently purchased BSN Bottle Carrier', \"perfect for children's sports activities\", 'set of eight']}}"}]} +{"conversations": [{"role": "user", "content": "Can you suggest any soft and comfortable t-shirts from Animal World, preferably with a distinctive and stylish turtle design?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Animal World'], 'product': ['soft and comfortable t-shirts', 'distinctive and stylish turtle design']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a RUIMX waterproof LED flashlight that can accommodate both 18650 Li-ion and 3 AAA batteries. Should also come with a bike mount included in the package."}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['RUIMX'], 'product': ['waterproof LED flashlight', 'accommodate both 18650 Li-ion and 3 AAA batteries', 'bike mount included in the package']}}"}]} +{"conversations": [{"role": "user", "content": "What's a good ultralight alcohol stove that's compact and won't add too much weight to my backpack?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['ultralight alcohol stove'], 'product': ['compact', \"won't add too much weight to my backpack\"]}}"}]} +{"conversations": [{"role": "user", "content": "Looking for versatile snowboarding gloves that can adapt to changing weather conditions and possibly eliminate the need for All Temperature Fast ski Wax. 5 Oz, 141 Grams, Put On Hot or Cold. Added Control. Any suggestions?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['gloves'], 'product': ['versatile snowboarding gloves', 'adapt to changing weather conditions', 'eliminate the need for All Temperature Fast ski Wax', '5 Oz, 141 Grams', 'Put On Hot or Cold', 'Added Control']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a lightweight (around 3 ounces) set of women's faux fur accessories, such as socks, boot cuffs covers, or leg warmers, to add some style to my winter wardrobe. Can you help me find these?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': [\"women's faux fur accessories\"], 'product': [\"lightweight (around 3 ounces) set of women's faux fur accessories\", 'socks', 'boot cuffs covers', 'leg warmers', 'add some style to winter wardrobe']}}"}]} +{"conversations": [{"role": "user", "content": "Is there a bike headset spacer set with different sizes for height adjustment that's compatible with the Performance Quick Release Axle Skewer Set Alloy in white which I recently purchased?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['bike headset spacer set with different sizes for height adjustment', 'compatible with the Performance Quick Release Axle Skewer Set Alloy in white']}}"}]} +{"conversations": [{"role": "user", "content": "What are some popular Siskiyou sunglasses for baseball fans that feature 100% UVA/UV protection and a sporty half-frame design?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Siskiyou'], 'product': ['sunglasses for baseball fans', '100% UVA/UV protection', 'sporty half-frame design']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a durable and safe protective sleeve for my resistance bands without the trouble of Velcro. Suggestions?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['protective sleeve'], 'product': ['durable and safe protective sleeve for resistance bands without Velcro']}}"}]} +{"conversations": [{"role": "user", "content": "Can you recommend a Best.Buy.Damascus1 hunting knife that features a distinct and exquisite design and includes a durable cowhide sheath?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Best.Buy.Damascus1'], 'product': ['hunting knife that features a distinct and exquisite design', 'includes a durable cowhide sheath']}}"}]} +{"conversations": [{"role": "user", "content": "What is a clear football eyeshield that fits a Schutt Sports 79923000 Varsity Back Plate and performs well in various lighting conditions?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['clear football eyeshield', 'fits a Schutt Sports 79923000 Varsity Back Plate', 'performs well in various lighting conditions']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a compact plyo box cushion that can support up to 500 lb. Any suggestions for a non-bulky option?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['compact plyo box cushion', 'support up to 500 lb', 'non-bulky option']}}"}]} +{"conversations": [{"role": "user", "content": "Could you recommend an easy-to-install Rico Tag car antenna topper that would enhance the look of my pickup truck?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Rico Tag'], 'product': ['easy-to-install car antenna topper', 'enhance the look of my pickup truck']}}"}]} +{"conversations": [{"role": "user", "content": "I'm in search of a durable strap wrap that ensures secure management of loose ends. Can you recommend a strap wrap that's long-lasting, promotes tidy storage, and saves time?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['durable strap wrap', 'ensures secure management of loose ends', 'long-lasting', 'promotes tidy storage', 'saves time']}}"}]} +{"conversations": [{"role": "user", "content": "Can you recommend a five-piece NFL Dallas Cowboys bedding set-in-a-bag?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['five-piece NFL Dallas Cowboys bedding set-in-a-bag']}}"}]} +{"conversations": [{"role": "user", "content": "Which double-sided tape for golf grip works well with a SOFTSPIKES Cleatkaddy Golf Wrench that I recently bought?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['double-sided tape for golf grip', 'works well with a SOFTSPIKES Cleatkaddy Golf Wrench']}}"}]} +{"conversations": [{"role": "user", "content": "Is there a cost-effective wooden shield blank with a steel boss available on Amazon that's also suitable for hand painting?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['cost-effective wooden shield blank with a steel boss available on Amazon', 'suitable for hand painting']}}"}]} +{"conversations": [{"role": "user", "content": "What are some comfortable treeless leather horse saddles for long trails? Ideally, I would like one with a smooth high-quality black leather seat around 15 inches. Any suggestions?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['horse saddles'], 'product': ['comfortable treeless leather horse saddles for long trails', 'smooth high-quality black leather seat around 15 inches']}}"}]} +{"conversations": [{"role": "user", "content": "What's a lightweight, water-resistant golf cart bag from Titleist that you would recommend?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Titleist'], 'product': ['lightweight, water-resistant golf cart bag from Titleist']}}"}]} +{"conversations": [{"role": "user", "content": "What are some sturdy, thick bike locks with silicone covers to prevent scratching that you would recommend?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['bike locks'], 'product': ['sturdy, thick bike locks with silicone covers to prevent scratching']}}"}]} +{"conversations": [{"role": "user", "content": "What are some UV protective women's golf jackets from PUMA? I'm cautious about skin protection, but I'm a big fan of PUMA."}, {"role": "assistant", "content": "{'Metapath': 'brand -> product <- category', 'Restriction': {'brand': ['PUMA'], 'category': ['golf jackets'], 'product': [\"UV protective women's golf jackets from PUMA\", 'skin protection']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a pullover jacket with embroidered designs on the front and left sleeve. Preferably, one that is internationally sourced. Thanks!"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['pullover jacket'], 'product': ['embroidered designs on the front and left sleeve', 'internationally sourced']}}"}]} +{"conversations": [{"role": "user", "content": "Can you recommend a hydration pack that allows easy access to snacks while riding, and features breathable foam with large perforations for comfort?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['hydration pack', 'allows easy access to snacks while riding', 'features breathable foam with large perforations for comfort']}}"}]} +{"conversations": [{"role": "user", "content": "Is there a backpack organizer panel that can also serve as a framesheet for my Tarahumara pack?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['backpack organizer panel', 'serve as a framesheet for my Tarahumara pack']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a pair of gray outdoor activity goggles with a flexible frame and soft sponge for comfort. Preferably with fog-resistant and UV400 protective lenses, and with a breathable design. Not intended for motorcycling use."}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['goggles'], 'product': ['gray outdoor activity goggles', 'flexible frame', 'soft sponge for comfort', 'fog-resistant', 'UV400 protective lenses', 'breathable design', 'not intended for motorcycling use']}}"}]} +{"conversations": [{"role": "user", "content": "What are some golf tees compatible with irons and hybrids, similar to the 100Pcs 35mm Mixed Color Plastic Golf Tees that I found great?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['golf tees compatible with irons and hybrids', 'similar to the 100Pcs 35mm Mixed Color Plastic Golf Tees']}}"}]} +{"conversations": [{"role": "user", "content": "Is there a portable boat seat stand that's compatible with the Oceansouth Boat Seat Swivel Removable, designed for Aluminum Benches on Jon Boats (Complete Kit) and has a built-in pattern for seat or hardware mounting?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['portable boat seat stand', 'compatible with the Oceansouth Boat Seat Swivel Removable', 'designed for Aluminum Benches on Jon Boats (Complete Kit)', 'built-in pattern for seat or hardware mounting']}}"}]} +{"conversations": [{"role": "user", "content": "Is there a paintball marker available with a built-in Expansion Chamber? I'm trying to avoid any complications related to attaching the hopper."}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['paintball marker with a built-in Expansion Chamber', 'avoid complications related to attaching the hopper']}}"}]} +{"conversations": [{"role": "user", "content": "What's the best Samsung smartwatch for easy pairing with Samsung devices and has fitness tracking features?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Samsung'], 'product': ['smartwatch for easy pairing with Samsung devices', 'fitness tracking features']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a Rawlings baseball with an MLB team logo for my merchandise collection - doesn't need to be an official game ball. Can you help locate this?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Rawlings'], 'product': ['baseball with an MLB team logo', 'not an official game ball']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a Maxpedition hook and loop PALS panel that can convert an outer pouch into an insert. It should have an elastic webbing setup with three rows and five channels. I don't mind if it's a little dainty!"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Maxpedition'], 'product': ['hook and loop PALS panel that can convert an outer pouch into an insert', 'elastic webbing setup with three rows and five channels', 'a little dainty']}}"}]} +{"conversations": [{"role": "user", "content": "Is there a Monster High scooter available that has optional flash lights?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Monster High'], 'product': ['scooter with optional flash lights']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for golf tees with three unique markings for controlling shot trajectory. Also, need tees that can help manage the golf ball's flight path."}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['golf tees'], 'product': ['three unique markings for controlling shot trajectory', \"help manage the golf ball's flight path\"]}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a Mattingly Baseball youth bat that is lightweight with a drop weight of around -12. Can you help?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Mattingly Baseball'], 'product': ['youth bat', 'lightweight', 'drop weight of around -12']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a 10-inch elbow guard from Easton. Can you help with that?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Easton'], 'product': ['10-inch elbow guard from Easton']}}"}]} +{"conversations": [{"role": "user", "content": "What are some alternatives to the Mcnett Camo Form Self-cling Camouflage Wrap in Snow for firearms?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['Mcnett Camo Form Self-cling Camouflage Wrap in Snow for firearms', 'alternatives to the Mcnett Camo Form Self-cling Camouflage Wrap in Snow for firearms']}}"}]} +{"conversations": [{"role": "user", "content": "Could you recommend an exercise glider compatible with my Gazelle Freestyle by Tony Little?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['exercise glider', 'compatible with my Gazelle Freestyle by Tony Little']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any Easton brand arrow inserts that stay secure without requiring glue?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Easton'], 'product': ['arrow inserts that stay secure without requiring glue']}}"}]} +{"conversations": [{"role": "user", "content": "What are some fresh and soft grubs suitable for fishing crappie, trout, and bass that can be cast or jigged at high speeds?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['grubs'], 'product': ['fresh and soft grubs suitable for fishing crappie, trout, and bass', 'can be cast or jigged at high speeds']}}"}]} +{"conversations": [{"role": "user", "content": "Is there a compact and genuine leather card case with a money clip from Aminco that Raiders fans would love?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Aminco'], 'product': ['compact and genuine leather card case with a money clip', 'Raiders fans would love']}}"}]} +{"conversations": [{"role": "user", "content": "Can you recommend a comfortable, medium-sized, long-sleeve t-shirt from Nike that fits true to size?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Nike'], 'product': ['comfortable, medium-sized, long-sleeve t-shirt', 'fits true to size']}}"}]} +{"conversations": [{"role": "user", "content": "Can you help me find a concert t-shirt designed for fans that I'll love? It's important to me that it includes specific care instructions to help it last longer."}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['concert t-shirt'], 'product': ['designed for fans', 'includes specific care instructions to help it last longer']}}"}]} +{"conversations": [{"role": "user", "content": "Can you suggest a highly-rated NBA team color hat made in Bangladesh, which has a shipping weight around a pound?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['hat'], 'product': ['highly-rated NBA team color hat made in Bangladesh', 'shipping weight around a pound']}}"}]} +{"conversations": [{"role": "user", "content": "Can you suggest a stock pin with a gold finish that complements a stock tie and matches perfectly with my Shires Performance Islington Breeches?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['a stock pin with a gold finish', 'complements a stock tie', 'matches perfectly with Shires Performance Islington Breeches']}}"}]} +{"conversations": [{"role": "user", "content": "What's a high-performing, versatile fishing lure from the Reef brand that can be used for both small and big fish?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Reef'], 'product': ['high-performing, versatile fishing lure', 'used for both small and big fish']}}"}]} +{"conversations": [{"role": "user", "content": "What's a reputable foam treatment for skin wounds, regardless of the sprayer's functionality?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['foam treatment'], 'product': ['reputable foam treatment for skin wounds', \"regardless of the sprayer's functionality\"]}}"}]} +{"conversations": [{"role": "user", "content": "What are some personalized grip frame plugs I can use for my Glock Gen 4-5? I'm particularly interested in different colors and laser engraved designs. I've previously seen the Sure Plug Gen 4-5 Laser Engraved PSALM 144:1 and found it impressive. Are there any similar recommendations that would complement it?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['personalized grip frame plugs for Glock Gen 4-5', 'different colors', 'laser engraved designs', 'similar to Sure Plug Gen 4-5 Laser Engraved PSALM 144:1']}}"}]} +{"conversations": [{"role": "user", "content": "Is the Pelican Storm iM2750 Case With Foam (Black) the best value waterproof case, or are there other comparable options? I want something that matches its description accurately."}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['Pelican Storm iM2750 Case With Foam (Black)', 'best value waterproof case', 'matches its description accurately']}}"}]} +{"conversations": [{"role": "user", "content": "What are some fierce-looking training swords from BladesUSA?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['BladesUSA'], 'product': ['fierce-looking training swords from BladesUSA']}}"}]} +{"conversations": [{"role": "user", "content": "Can you find a Bag Boy push cart that's compact, stable, and easy to maneuver? Also, I need it to have golf ball storage and a dedicated smartphone slot."}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Bag Boy'], 'product': ['compact', 'stable', 'easy to maneuver', 'golf ball storage', 'dedicated smartphone slot']}}"}]} +{"conversations": [{"role": "user", "content": "Can you suggest a horse bridle and breast collar set with a beaded inlay and silver studs to match my AceRugs Western Turquoise Blue Crystal Conchos Inlay Leather Tack Set? I really adore its style and I believe such an accessory would go great with it."}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['horse bridle and breast collar set with a beaded inlay and silver studs', 'match my AceRugs Western Turquoise Blue Crystal Conchos Inlay Leather Tack Set', 'adore its style', 'such an accessory would go great with it']}}"}]} +{"conversations": [{"role": "user", "content": "What are some beautifully designed yoga mats from the brand CIRRUS Fitness?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['CIRRUS Fitness'], 'product': ['beautifully designed yoga mats from CIRRUS Fitness']}}"}]} +{"conversations": [{"role": "user", "content": "Where can I find silver-toned closet rod flanges with approximately 39 x 30 x 19mm dimensions?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['silver-toned closet rod flanges with approximately 39 x 30 x 19mm dimensions']}}"}]} +{"conversations": [{"role": "user", "content": "Is there a stylish Green Bay Packers trapper knit cap with the NFL Shield embroidered on it that can keep my head warm in cold weather?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['knit cap'], 'product': ['stylish Green Bay Packers trapper knit cap with the NFL Shield embroidered on it', 'keep my head warm in cold weather']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a unique Premier Awards fantasy football trophy for our Girl's Fantasy Football League. Are there any with complimentary customization options?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Premier Awards'], 'product': [\"unique fantasy football trophy for Girl's Fantasy Football League\", 'complimentary customization options']}}"}]} +{"conversations": [{"role": "user", "content": "Can you suggest boys' soccer training shorts with great compression and moisture-wicking features, similar in style and function to the Nike Boys' Cool Baselayer Compression Shorts in Royal Blue, Medium, that my son loves to wear?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['soccer training shorts'], 'product': [\"boys' soccer training shorts with great compression and moisture-wicking features\", \"similar in style and function to the Nike Boys' Cool Baselayer Compression Shorts in Royal Blue, Medium\"]}}"}]} +{"conversations": [{"role": "user", "content": "Where can I find a set of NHL-themed glasses that have a 16-ounce capacity? Ideally, they should be frequently purchased alongside YouTheFan NHL Los Angeles Kings 4-Piece Stainless Steel Drink Coasters."}, {"role": "assistant", "content": "{'Metapath': 'category -> product -> product', 'Restriction': {'category': ['glasses'], 'product': ['NHL-themed glasses that have a 16-ounce capacity', 'frequently purchased alongside YouTheFan NHL Los Angeles Kings 4-Piece Stainless Steel Drink Coasters']}}"}]} +{"conversations": [{"role": "user", "content": "Is there a set of MLB officially sanctioned Philadelphia Phillies coasters available? If so, do they come with a Steiner Sports Certificate of Authenticity?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['coasters'], 'product': ['MLB officially sanctioned Philadelphia Phillies coasters', 'Steiner Sports Certificate of Authenticity']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a jumping hackamore that fits a quarter pony with a 14.2hh and a wider face. It should have similarities with the features of the Tory Leather Jumping Hackamore and must coordinate smoothly with the Weaver Leather Justin Dunn Bitless Bridle Nosepiece. Can you recommend anything?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['jumping hackamore that fits a quarter pony with a 14.2hh and a wider face', 'similarities with the features of the Tory Leather Jumping Hackamore', 'coordinate smoothly with the Weaver Leather Justin Dunn Bitless Bridle Nosepiece']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a set of poker dealer buttons that can be shipped quickly and are compatible with my KOVOT 300 Chip Dice Style Poker Set In Aluminum Case (11.5 Gram Chips). Can you assist me in finding this?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['a set of poker dealer buttons', 'shipped quickly', 'compatible with my KOVOT 300 Chip Dice Style Poker Set In Aluminum Case (11.5 Gram Chips)']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a bicycle ceramic bearing grease similar to Finish Line Extreme Fluoro 100% DuPont Teflon Grease, 20g Syringe. Any recommendations?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['bicycle ceramic bearing grease', 'similar to Finish Line Extreme Fluoro 100% DuPont Teflon Grease, 20g Syringe']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for an impressive fantasy dagger for decorative purposes or collection, not for practical use. What options do Amazon customers highly recommend?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['fantasy dagger'], 'product': ['impressive fantasy dagger for decorative purposes or collection', 'not for practical use', 'highly recommend by Amazon customers']}}"}]} +{"conversations": [{"role": "user", "content": "Can you recommend a pair of women's mittens from Reebok, a popular NHL gear brand, that would make a great surprise gift for my NHL fan friend and is sure to get plenty of compliments?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Reebok'], 'product': [\"women's mittens\", 'great surprise gift for NHL fan friend', 'sure to get plenty of compliments']}}"}]} +{"conversations": [{"role": "user", "content": "Where can I find a University of Florida Gators t-shirt made by LLangla?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['LLangla'], 'product': ['University of Florida Gators t-shirt']}}"}]} +{"conversations": [{"role": "user", "content": "What are some comfortable and durable t-shirt options from the high-quality brand, Fox Racing?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product <- category', 'Restriction': {'brand': ['Fox Racing'], 'category': ['t-shirt'], 'product': ['comfortable and durable t-shirt options from the high-quality brand, Fox Racing']}}"}]} +{"conversations": [{"role": "user", "content": "What are some good steel wall safes that have an electronic security system, measure about 14 inches by 14 inches, and are around 4 inches deep? In case of any problems, a reliable customer service is preferred."}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['good steel wall safes with an electronic security system', 'measure about 14 inches by 14 inches', 'around 4 inches deep', 'reliable customer service']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a salt off applicator suitable for boat engine flushes. It should be compatible with my Salt-Away Mixer Unit for Inboard/Outboard/Jet Engine Flush. Any suggestions?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['salt off applicator suitable for boat engine flushes', 'compatible with Salt-Away Mixer Unit for Inboard/Outboard/Jet Engine Flush']}}"}]} +{"conversations": [{"role": "user", "content": "Can you recommend high-quality Obersee girls gymnastics shorts? I'm not specifically looking into sizes or materials."}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Obersee'], 'product': ['high-quality girls gymnastics shorts']}}"}]} +{"conversations": [{"role": "user", "content": "Can you help me find a Rip Curl rash guard shirt for kids that has no underarm stitching for comfort, and offers high sun protection, preferably over 50 UPF?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product <- category', 'Restriction': {'brand': ['Rip Curl'], 'category': ['rash guard shirt for kids'], 'product': ['no underarm stitching for comfort', 'high sun protection', 'over 50 UPF']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a complete kids soccer set, including a jersey and shorts, made of 100% polyester for both comfort and durability. What would you recommend that can withstand both indoor and outdoor play? It's specifically for soccer use."}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['kids soccer set'], 'product': ['complete kids soccer set including a jersey and shorts', '100% polyester', 'comfort and durability', 'withstand both indoor and outdoor play', 'specifically for soccer use']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a Detroit Tigers decoration sign by Fremont Die for my sports-themed room."}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Fremont Die'], 'product': ['Detroit Tigers decoration sign']}}"}]} +{"conversations": [{"role": "user", "content": "Can you help me find a Radio Flyer push-along tricycle that's both fun and safe for my kid?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Radio Flyer'], 'product': ['push-along tricycle', 'fun and safe for my kid']}}"}]} +{"conversations": [{"role": "user", "content": "Is there a VBIGER backpack with a spacious interior for a laptop, magazines, books, a mobile phone and other items? I prefer one with a floral design and water-resistant features."}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['VBIGER'], 'product': ['backpack with a spacious interior for a laptop, magazines, books, a mobile phone and other items', 'floral design', 'water-resistant features']}}"}]} +{"conversations": [{"role": "user", "content": "Can you recommend a daily-use seated inversion system specifically designed for easing chronic back pain and enhancing circulation?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['seated inversion system'], 'product': ['daily-use', 'specifically designed for easing chronic back pain', 'enhancing circulation']}}"}]} +{"conversations": [{"role": "user", "content": "Can you recommend a comfortable swim sports watch that won't interfere with my swimming strokes and has a long-lasting battery, preferably with a lifespan of around 24 months?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['swim sports watch'], 'product': ['comfortable', \"won't interfere with swimming strokes\", 'long-lasting battery', 'lifespan of around 24 months']}}"}]} +{"conversations": [{"role": "user", "content": "Can you suggest a college flag with a screen printed design that offers fast delivery?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['flag'], 'product': ['college flag with a screen printed design', 'fast delivery']}}"}]} +{"conversations": [{"role": "user", "content": "Where can I find a set of 26 unique paracord bracelets, each about 30 inches long, suitable for gifting to my friends who love outdoor activities?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['set of 26 unique paracord bracelets, each about 30 inches long, suitable for gifting to friends who love outdoor activities']}}"}]} +{"conversations": [{"role": "user", "content": "What are some popular MMA gel hand wraps often purchased with the Ringside Gel Shock Muay Thai MMA Kickboxing Training Boxing Hand Wraps (Pair) - 120? I'm looking for something easy to use and with good cushioning."}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['MMA gel hand wraps', 'purchased with the Ringside Gel Shock Muay Thai MMA Kickboxing Training Boxing Hand Wraps (Pair) - 120', 'easy to use', 'good cushioning']}}"}]} +{"conversations": [{"role": "user", "content": "Is there an electric steer trolling motor that can work with the Attwood Motorguide Wireless Hand-held Remote?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['electric steer trolling motor', 'work with the Attwood Motorguide Wireless Hand-held Remote']}}"}]} +{"conversations": [{"role": "user", "content": "Where can I find a high-definition molded pancake holster for Beretta 92 made in the USA?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['high-definition molded pancake holster for Beretta 92 made in the USA']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for Skywalker Trampolines' trampoline springs that are compatible with the 15' Round Trampoline, model SWTC1500."}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Skywalker Trampolines'], 'product': ['trampoline springs', \"compatible with the 15' Round Trampoline, model SWTC1500\"]}}"}]} +{"conversations": [{"role": "user", "content": "Looking for Adidas Taekwondo foot guards with strong focus on brand visibility rather than comfort."}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Adidas'], 'product': ['Taekwondo foot guards with strong focus on brand visibility rather than comfort']}}"}]} +{"conversations": [{"role": "user", "content": "Could you recommend a Suunto product specifically tailored for diving?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Suunto'], 'product': ['specifically tailored for diving']}}"}]} +{"conversations": [{"role": "user", "content": "Can anyone recommend a Shim Co brand muzzle brake alignment shim set offering a range of sizes for optimal adjustments? I need them to be effective in adjusting the muzzle brake position when a crush washer isn't enough. Also, they should be compatible with all 1/2x28 5.56/223 threaded rifles. Any suggestions?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Shim Co'], 'product': ['muzzle brake alignment shim set offering a range of sizes for optimal adjustments', \"effective in adjusting the muzzle brake position when a crush washer isn't enough\", 'compatible with all 1/2x28 5.56/223 threaded rifles']}}"}]} +{"conversations": [{"role": "user", "content": "Where can I find a high-durability diamond back mesh Baltimore Ravens Ray Lewis youth jersey with the player's name sewn onto a nameplate at the upper back?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': [\"high-durability diamond back mesh Baltimore Ravens Ray Lewis youth jersey with the player's name sewn onto a nameplate at the upper back\"]}}"}]} +{"conversations": [{"role": "user", "content": "I'm searching for flat front women's yoga pants, ideally featuring some bold 3D designs. Can I get some recommendations? I intend to wear them casually, not for gym exercise."}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['yoga pants'], 'product': [\"flat front women's yoga pants\", 'bold 3D designs', 'casual wear']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any cozy team stripe slide slippers that are true to the pictures and would make for a great gift?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['cozy team stripe slide slippers', 'true to the pictures', 'great gift']}}"}]} +{"conversations": [{"role": "user", "content": "What are some aesthetically pleasing fishing rigs that work well with minnows, crawlers, and other similar live baits?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['aesthetically pleasing fishing rigs', 'work well with minnows, crawlers, and other similar live baits']}}"}]} +{"conversations": [{"role": "user", "content": "What are some well-made, premium padded football card collector album binders that can hold a large collection of cards?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['football card collector album binders'], 'product': ['well-made', 'premium', 'padded', 'hold a large collection of cards']}}"}]} +{"conversations": [{"role": "user", "content": "Can you suggest an adjustable, one-size-fits-all NYPD baseball hat that is officially licensed?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['adjustable, one-size-fits-all NYPD baseball hat', 'officially licensed']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for Meilaier men's swim shorts designed for a waist size between 68-78cm. Any suggestions?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Meilaier'], 'product': [\"men's swim shorts designed for a waist size between 68-78cm\"]}}"}]} +{"conversations": [{"role": "user", "content": "I'm in search of an officially licensed NHL Nashville Predators logo patch that can be shipped out on the same day if purchased by the early afternoon on weekdays. Additionally, I'm expecting the quality to exceed my expectations."}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['NHL Nashville Predators logo patch'], 'product': ['officially licensed', 'shipped out on the same day if purchased by the early afternoon on weekdays', 'quality to exceed expectations']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a Franklin Sports batting tee to improve my swing and hand-eye coordination. Can you assist?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Franklin Sports'], 'product': ['batting tee to improve swing and hand-eye coordination']}}"}]} +{"conversations": [{"role": "user", "content": "Can you suggest a high-quality bonefish fly with a hook size of around #4 and a wing made of rabbit fur?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['high-quality bonefish fly with a hook size of around #4 and a wing made of rabbit fur']}}"}]} +{"conversations": [{"role": "user", "content": "Does Amazon sell 100% cotton dog t-shirts with official team logos? My dog Trevor enjoys flaunting his stylish wardrobe."}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Amazon'], 'product': ['100% cotton dog t-shirts with official team logos']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for Cosmo Darts' soft tip dart tips due to their reliable product quality."}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Cosmo Darts'], 'product': ['soft tip dart tips', 'reliable product quality']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a Hugger Mugger yoga strap that's both attractive and brightly colored. Are there any models that are specifically made with metal buckles to guarantee high quality?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Hugger Mugger'], 'product': ['yoga strap', 'attractive and brightly colored', 'made with metal buckles to guarantee high quality']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a Marlin rifle tactical scope and mount kit by M1SURPLUS which includes a lens protective cover and cleaning cloth."}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['M1SURPLUS'], 'product': ['Marlin rifle tactical scope and mount kit', 'includes a lens protective cover and cleaning cloth']}}"}]} +{"conversations": [{"role": "user", "content": "Where can I find discontinued BLACKHAWK! brand premium quality tactical rope bags for operations?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['BLACKHAWK!'], 'product': ['discontinued premium quality tactical rope bags for operations']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a lightweight rail adapter for S&W Sigma by ProMag that is frequently purchased with Cooma Avid Bb7 Juicy 3 5 7 Replacement Brake Pads By Provide Quiet Smooth Braking Long Life Resin Organic Semi-metallic. Can you assist?\n"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product -> product', 'Restriction': {'brand': ['ProMag'], 'product': ['lightweight rail adapter for S&W Sigma', 'frequently purchased with Cooma Avid Bb7 Juicy 3 5 7 Replacement Brake Pads By Provide Quiet Smooth Braking Long Life Resin Organic Semi-metallic']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any Ar brand skate guards available that specifically focus on protecting against sharp blades? I'm not particularly worried about compatibility with shoe size or walking ease."}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Ar'], 'product': ['skate guards that specifically focus on protecting against sharp blades']}}"}]} +{"conversations": [{"role": "user", "content": "Is there a Cutter & Buck women's knit skort with moisture wicking technology suitable for hot weather?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Cutter & Buck'], 'product': [\"women's knit skort with moisture wicking technology suitable for hot weather\"]}}"}]} +{"conversations": [{"role": "user", "content": "What is a highly rated lightweight paintball marker with great firepower from the Spyder brand, as recommended by reviewers?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Spyder'], 'product': ['highly rated lightweight paintball marker with great firepower', 'recommended by reviewers']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any authentic tactical elbow pads available that come in universal sizes, have thick, protective cushioning, and feature anti-slip technology?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['tactical elbow pads'], 'product': ['authentic', 'universal sizes', 'thick protective cushioning', 'anti-slip technology']}}"}]} +{"conversations": [{"role": "user", "content": "Could you recommend a durable, traditional boat jigging rod with a rounded gimbal butt?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['boat jigging rod'], 'product': ['durable', 'traditional', 'rounded gimbal butt']}}"}]} +{"conversations": [{"role": "user", "content": "What are the best KR-T products for effective cramp and body pain relief?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['KR-T'], 'product': ['effective cramp and body pain relief']}}"}]} +{"conversations": [{"role": "user", "content": "Where can I find compression leg sleeves that have a length of approximately 23.6 inches, an upper circumference of about 14.25 inches, and a lower circumference close to 8.2 inches?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['compression leg sleeves'], 'product': ['length of approximately 23.6 inches', 'upper circumference of about 14.25 inches', 'lower circumference close to 8.2 inches']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a Nascar-inspired soft fleece throw blanket from Northwest that can be delivered quickly. Is this brand known for its quality products?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Northwest'], 'product': ['Nascar-inspired soft fleece throw blanket', 'delivered quickly']}}"}]} +{"conversations": [{"role": "user", "content": "Can you suggest any motorcycle sunglasses with nylon black frames and polycarbonate polarized lenses? I'm not worried about safety ratings."}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['motorcycle sunglasses'], 'product': ['nylon black frames', 'polycarbonate polarized lenses']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a good quality, economically priced surfboard bag with a drawstring closure. Any recommendations?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['surfboard bag'], 'product': ['good quality', 'economically priced', 'drawstring closure']}}"}]} +{"conversations": [{"role": "user", "content": "Can you help me find ice fishing bibs that come with boot storm gators? The size isn't important to me, just that they have this feature."}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['ice fishing bibs'], 'product': ['ice fishing bibs with boot storm gators']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a Vortex brand, marine-grade polyester dinghy cover suitable for a 10.4 foot inflatable boat and motor with sun protection features."}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Vortex'], 'product': ['marine-grade polyester dinghy cover suitable for a 10.4 foot inflatable boat and motor with sun protection features']}}"}]} +{"conversations": [{"role": "user", "content": "Can you suggest a pack of three comfortable, colorful, and trendily stylish headbands that are also noticeable?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['headbands'], 'product': ['pack of three comfortable, colorful, and trendily stylish headbands', 'noticeable']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a digital sports watch with a backlight feature activated by a button. Does it also have water resistance up to 330 feet and a durable plastic screen for damage prevention?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['digital sports watch with a backlight feature activated by a button', 'water resistance up to 330 feet', 'durable plastic screen for damage prevention']}}"}]} +{"conversations": [{"role": "user", "content": "Is there a bugout bag available that has a MOLLE / PALS panel feature and measures around 14.5 x 9 x 22 inches?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['bugout bag with a MOLLE / PALS panel feature', 'measures around 14.5 x 9 x 22 inches']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any straw sandals that would pair nicely with my GTMA Kendo Hakama?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['straw sandals', 'pair nicely with GTMA Kendo Hakama']}}"}]} +{"conversations": [{"role": "user", "content": "Where can I find a durable plastic speed loader block for a Ruger SP-101 5 Shot that is also compatible with Tipton Snap Caps 22 LR, Per 10?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['durable plastic speed loader block for a Ruger SP-101 5 Shot', 'compatible with Tipton Snap Caps 22 LR, Per 10']}}"}]} +{"conversations": [{"role": "user", "content": "What's the best non-toxic bottom boat cleaner for removing algae and barnacles from a fiberglass boat with an easy application process?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['non-toxic bottom boat cleaner', 'removing algae and barnacles from a fiberglass boat', 'easy application process']}}"}]} +{"conversations": [{"role": "user", "content": "Is there any FOCO-made NFL team themed wrapping paper you can recommend?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['FOCO'], 'product': ['NFL team themed wrapping paper']}}"}]} +{"conversations": [{"role": "user", "content": "Authentic Sports Shop athletic shirt with stain resistance and moisture-wicking features for intense workouts - suggestions?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Authentic Sports Shop'], 'product': ['athletic shirt with stain resistance and moisture-wicking features for intense workouts']}}"}]} +{"conversations": [{"role": "user", "content": "Can you suggest a junior hockey goal set that would be appropriate for small kids and compatible with the Franklin Sports SG 175: Street Hockey Shin Guards we recently purchased?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['junior hockey goal set', 'appropriate for small kids', 'compatible with the Franklin Sports SG 175: Street Hockey Shin Guards']}}"}]} +{"conversations": [{"role": "user", "content": "Is there a high-quality survival buckle set similar to the D-FantiX Alloy Paracord Buckles that I previously used and loved? The set should also include an effective whistle."}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['high-quality survival buckle set', 'similar to the D-FantiX Alloy Paracord Buckles', 'include an effective whistle']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for spring-loaded agility poles for training that also have standard features. We've been using the regular type and are interested in trying the ones with springs."}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['spring-loaded agility poles for training', 'standard features', 'ones with springs']}}"}]} +{"conversations": [{"role": "user", "content": "Is there an air rifle comparable in power to a .22 running CB's that would complement the Benjamin Maximus Air Rifle well?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': [\"an air rifle comparable in power to a .22 running CB's\", 'complement the Benjamin Maximus Air Rifle well']}}"}]} +{"conversations": [{"role": "user", "content": "I'm looking for a CFR women's sauna suit that offers strong compression. Can you recommend an option with reliable and fast shipping?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['CFR'], 'product': [\"women's sauna suit that offers strong compression\", 'reliable and fast shipping']}}"}]} +{"conversations": [{"role": "user", "content": "What are some recommended YSense yoga socks?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['YSense'], 'product': ['yoga socks']}}"}]} +{"conversations": [{"role": "user", "content": "What would be the ideal necklace gift from the brand Football Fanatics, preferably with a lobster claw closure?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Football Fanatics'], 'product': ['necklace gift', 'lobster claw closure']}}"}]} +{"conversations": [{"role": "user", "content": "Can you help me find a drawstring backpack with approximate dimensions of 32 cm by 40 cm?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['drawstring backpack with approximate dimensions of 32 cm by 40 cm']}}"}]} +{"conversations": [{"role": "user", "content": "What's a reliable red dot laser sight for pistols that's built with sturdy metal and offers a powerful laser output, unlike the weaker ones seen in cheap cat toys? It should also ideally be compact, lightweight, and fits snugly."}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['red dot laser sight for pistols'], 'product': ['reliable', 'built with sturdy metal', 'powerful laser output', 'compact', 'lightweight', 'fits snugly']}}"}]} +{"conversations": [{"role": "user", "content": "I'm looking for a Sturmey Archer small parts hub, specifically something similar to the HSL-720 Sprocket 21T 1/8 Brn. It's crucial that it has exact dimensions of 3.40 x 3.40 x 0.20."}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Sturmey Archer'], 'product': ['small parts hub', 'similar to the HSL-720 Sprocket 21T 1/8 Brn', 'exact dimensions of 3.40 x 3.40 x 0.20']}}"}]} +{"conversations": [{"role": "user", "content": "What's a highly accurate and responsive stylus for touch screens that you would recommend?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['highly accurate and responsive stylus for touch screens']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a trendy pocket knife with a black nylon fiber handle and a vibrant bead design. Also, prioritizing customer service from a reliable provider. Any suggestions?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['trendy pocket knife with a black nylon fiber handle', 'vibrant bead design', 'prioritizing customer service from a reliable provider']}}"}]} +{"conversations": [{"role": "user", "content": "Do you know of any marine-grade stainless steel hose clamps that are non-magnetic and known for their quality and rigidity?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['marine-grade stainless steel hose clamps', 'non-magnetic', 'known for their quality and rigidity']}}"}]} +{"conversations": [{"role": "user", "content": "Can you assist me in finding a camping cooking station table with a side shelf that is compatible with all types of Coleman stoves?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['camping cooking station table with a side shelf', 'compatible with all types of Coleman stoves']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a children's knit set that is not only warm for cold weather, but also has embroidered Swoosh logos. My kids love these designs!"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': [\"children's knit set\"], 'product': ['warm for cold weather', 'embroidered Swoosh logos']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for an affordable Seattle Seahawks bedding set by Sports Coverage that offers a full design, not just plain white sheets."}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Sports Coverage'], 'product': ['affordable Seattle Seahawks bedding set', 'full design', 'not just plain white sheets']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a size 000 climbing cam specifically for direct aid climbing. How does Black Diamond's Camalots perform, since they are highly recommended for their camming technology?"}, {"role": "assistant", "content": "{'Metapath': 'product -> brand -> product', 'Restriction': {'product': ['Camalots', 'highly recommended for their camming technology'], 'brand': ['Black Diamond']}}"}]} +{"conversations": [{"role": "user", "content": "I'm looking for a pony blanket that will fit my foal properly. She typically spends a lot of time wandering around the paddock and I want a snug cover for her. Can you recommend any?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['pony blanket'], 'product': ['fit my foal properly', 'snug cover', 'wandering around the paddock']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a Kentucky Wildcats home court area rug with a coated backing and serged edges that would fit well in both a home and office setting. Any recommendations?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['area rug'], 'product': ['Kentucky Wildcats home court area rug with a coated backing and serged edges', 'fit well in both a home and office setting']}}"}]} +{"conversations": [{"role": "user", "content": "Can I find a body armor holster that fits sub-compact 9mm/.40 autos with a maximum 3.5-inch barrel and features a moisture-resistant layer for sweat protection?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['holster'], 'product': ['body armor holster that fits sub-compact 9mm/.40 autos with a maximum 3.5-inch barrel', 'moisture-resistant layer for sweat protection']}}"}]} +{"conversations": [{"role": "user", "content": "Can you recommend some golf tees by Pride Golf Tees?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Pride Golf Tees'], 'product': ['golf tees by Pride Golf Tees']}}"}]} +{"conversations": [{"role": "user", "content": "What are some vintage-look, flex fitted Golden State Warriors hats with a moisture-resistant sweatband?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['hats'], 'product': ['vintage-look, flex fitted Golden State Warriors hats with a moisture-resistant sweatband']}}"}]} +{"conversations": [{"role": "user", "content": "What are some scoop neck women's tennis dresses with two front pockets that you would recommend?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['tennis dresses'], 'product': [\"scoop neck women's tennis dresses with two front pockets\"]}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a sleeping pad longer than 35 inches similar to the quality and comfort of the EXPED MegaMat 7.5 LXW."}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['sleeping pad longer than 35 inches', 'similar to the quality and comfort of the EXPED MegaMat 7.5 LXW']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a KAEPS SPORTS bike chain cleaner and lubricant that is eco-friendly, made from renewable materials, and leaves no sticky residue."}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['KAEPS SPORTS'], 'product': ['bike chain cleaner and lubricant', 'eco-friendly', 'made from renewable materials', 'leaves no sticky residue']}}"}]} +{"conversations": [{"role": "user", "content": "Where can I find an imported NBA backpack that's approximately 20 inches high, 19 inches long, and 10 inches wide?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['backpack'], 'product': ['imported NBA backpack', 'approximately 20 inches high, 19 inches long, and 10 inches wide']}}"}]} +{"conversations": [{"role": "user", "content": "Can you suggest a durable girls winter bomber hoody that can endure frequent washing and comes with front pockets for warming hands?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['winter bomber hoody'], 'product': ['durable girls winter bomber hoody', 'endure frequent washing', 'front pockets for warming hands']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a top-notch jet ski cover comparable to the Classic Accessories Stellex Personal Watercraft Cover. Ideally, I need it to feature zippered fuel tank access doors on both sides, capable of reducing internal moisture and resisting wind lofting."}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['top-notch jet ski cover', 'comparable to the Classic Accessories Stellex Personal Watercraft Cover', 'zippered fuel tank access doors on both sides', 'reducing internal moisture', 'resisting wind lofting']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a high-end golf range bag made of Rip Stop Nylon with a faux fur-like interior. Can spend freely. Any recommendations?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['golf range bag'], 'product': ['high-end', 'made of Rip Stop Nylon', 'faux fur-like interior']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a set of two replacement tips that fit Weller 8200 and Archer 64-2190 soldering guns. Any suggestions?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['a set of two replacement tips', 'fit Weller 8200 and Archer 64-2190 soldering guns']}}"}]} +{"conversations": [{"role": "user", "content": "Can you recommend a colorful Dora bicycle with an attractive animal design that would match well with a pink Dora toddler helmet?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['colorful Dora bicycle with an attractive animal design', 'match well with a pink Dora toddler helmet']}}"}]} +{"conversations": [{"role": "user", "content": "What's a good layout hunting blind from Guide Gear regardless of size or portability?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Guide Gear'], 'product': ['layout hunting blind regardless of size or portability']}}"}]} +{"conversations": [{"role": "user", "content": "What are some recommended simple Ace handball gloves with excellent grip?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Ace'], 'product': ['simple handball gloves with excellent grip']}}"}]} +{"conversations": [{"role": "user", "content": "What are some stylish Redskins-themed pet collar, leash, and ID tag sets appropriate for small pets? The set should be made from durable nylon webbing, as I've heard larger dogs have issues with this material."}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['pet collar, leash, and ID tag sets'], 'product': ['stylish Redskins-themed', 'appropriate for small pets', 'made from durable nylon webbing']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for suggestions on a women's MLB flannel shirt with an extended back, similar in sporty style to the MLB San Francisco Giants Ladies Glitter Jersey Earrings my friend has. Can anyone recommend anything?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['flannel shirt'], 'product': [\"women's MLB flannel shirt with an extended back\", 'sporty style similar to the MLB San Francisco Giants Ladies Glitter Jersey Earrings']}}"}]} +{"conversations": [{"role": "user", "content": "Can you recommend a model of the 16.4FT 5050 RGB LED light strip from eTopxizu that offers higher brightness than the 3528 single chip?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['eTopxizu'], 'product': ['16.4FT 5050 RGB LED light strip', 'higher brightness than the 3528 single chip']}}"}]} +{"conversations": [{"role": "user", "content": "What's a good transparent rubber phone case for the iPhone 6 that keeps the original look of the device?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['transparent rubber phone case for the iPhone 6', 'keeps the original look of the device']}}"}]} +{"conversations": [{"role": "user", "content": "What are some fashionable Skinit brand iPhone 6 cases that can help keep my phone looking stylish?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Skinit'], 'product': ['fashionable iPhone 6 cases', 'keep my phone looking stylish']}}"}]} +{"conversations": [{"role": "user", "content": "Can you find a men's chronograph watch with a genuine leather strap and no additional costs or hidden fees?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': [\"men's chronograph watch\"], 'product': ['genuine leather strap', 'no additional costs or hidden fees']}}"}]} +{"conversations": [{"role": "user", "content": "Could you recommend a sports team messenger bag made entirely of cotton? Brand isn't a key consideration for me."}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['messenger bag'], 'product': ['sports team messenger bag made entirely of cotton']}}"}]} +{"conversations": [{"role": "user", "content": "What are the best off-road wheels for the Bugaboo stroller that perform well in snow, sand, and park terrains?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['Bugaboo stroller', 'off-road wheels', 'perform well in snow, sand, and park terrains']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a soft, shape-retaining hunting hat with a versatile fit and excellent color quality for camouflage. No antler designs please."}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['hunting hat'], 'product': ['soft', 'shape-retaining', 'versatile fit', 'excellent color quality for camouflage', 'no antler designs']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a stylish, well-fitted soft shell jacket that's not too pricey. Prefer one with a unique zipper design. Any suggestions?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['soft shell jacket'], 'product': ['stylish', 'well-fitted', 'not too pricey', 'unique zipper design']}}"}]} +{"conversations": [{"role": "user", "content": "Is there a golf travel cover bag that rolls smoothly and pairs well with the SKLZ Gold Flex - Golf Training Aid for Strength and Tempo Training / Golf Swing Trainer?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['golf travel cover bag that rolls smoothly', 'pairs well with the SKLZ Gold Flex - Golf Training Aid for Strength and Tempo Training / Golf Swing Trainer']}}"}]} +{"conversations": [{"role": "user", "content": "Can you suggest a stylish and comfortable women's down vest that features an adjustable cord at the hem?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['vest'], 'product': [\"stylish and comfortable women's down vest\", 'features an adjustable cord at the hem']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a water bottle with a small spout featuring a removable silicone nozzle for easy cleaning. Does it also come with a plastic loop for comfortable grip and a wide opening for trouble-free cleaning and refilling?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['water bottle with a small spout', 'removable silicone nozzle for easy cleaning', 'plastic loop for comfortable grip', 'wide opening for trouble-free cleaning and refilling']}}"}]} +{"conversations": [{"role": "user", "content": "What are some easily visible kites that can be seen from a distance?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['easily visible kites that can be seen from a distance']}}"}]} +{"conversations": [{"role": "user", "content": "Is there a comprehensive Trigger Point Performance self-massage guide video I can follow along with? Preferably one similar to the TriggerPoint Performance Collection for Total Body Deep Tissue Self-Massage 6 Piece that I previously enjoyed."}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['comprehensive Trigger Point Performance self-massage guide video', 'similar to the TriggerPoint Performance Collection for Total Body Deep Tissue Self-Massage 6 Piece']}}"}]} +{"conversations": [{"role": "user", "content": "Can you recommend a glass cutting board with non-slip feet to prevent it from moving during use? Also, is there any bulk purchase discount if I decide to buy more than one?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['glass cutting board with non-slip feet to prevent it from moving during use', 'bulk purchase discount']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a home workout DVD for seniors that includes both endurance and strength training sections. Any recommendations?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['home workout DVD'], 'product': ['home workout DVD for seniors', 'endurance and strength training sections']}}"}]} +{"conversations": [{"role": "user", "content": "What StowMaster landing net for saltwater fishing would you recommend that can be conveniently stored compactly in a boat or car, preferably one that's designed to shrink to half its size?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['StowMaster'], 'product': ['landing net for saltwater fishing', 'conveniently stored compactly in a boat or car', 'designed to shrink to half its size']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a latex swim cap that features a stylish leaf texture, similar to the Luxury Divas Textured Latex Rubber Swim Cap with Strap, which I had a great experience with. Can you recommend something like that?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['latex swim cap', 'features a stylish leaf texture', 'similar to the Luxury Divas Textured Latex Rubber Swim Cap with Strap', 'great experience']}}"}]} +{"conversations": [{"role": "user", "content": "What caliper brake is compatible with a refurbished bike that has a Tektro 319AC RH BMX Short Pull Brake Lvr Blk installed? I'm looking for seamless performance."}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['caliper brake', 'compatible with a refurbished bike that has a Tektro 319AC RH BMX Short Pull Brake Lvr Blk installed', 'seamless performance']}}"}]} +{"conversations": [{"role": "user", "content": "Where can I find a Halloween candy bucket that is about 6.5 inches wide and doubles as an attractive decoration piece?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['Halloween candy bucket that is about 6.5 inches wide', 'doubles as an attractive decoration piece']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a genuine NHL sports team necklace that's officially approved. What options do you suggest? I am open to different styles too."}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['necklace'], 'product': ['genuine NHL sports team necklace', 'officially approved', 'different styles']}}"}]} +{"conversations": [{"role": "user", "content": "What are some low-profile, easy-to-attach Exalt paintball tank covers for a 77 cubic inch ninja tank? I'm interested in minimalistic designs."}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Exalt'], 'product': ['low-profile, easy-to-attach paintball tank covers for a 77 cubic inch ninja tank', 'minimalistic designs']}}"}]} +{"conversations": [{"role": "user", "content": "Can you suggest an efficient gun cleaning mop made by Interstate Arms Corp? It's typically part of my purchase along with Outers .40 - .45/.458 Caliber Wool Mop/Swab and Birchwood Casey Gun Cleaning Patch for 2 1/4\" Square 9 mm/.38/.45 Caliber pack of 500."}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Interstate Arms Corp'], 'product': ['efficient gun cleaning mop made by Interstate Arms Corp', 'typically part of purchase with Outers .40 - .45/.458 Caliber Wool Mop/Swab', 'Birchwood Casey Gun Cleaning Patch for 2 1/4\" Square 9 mm/.38/.45 Caliber pack of 500']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a trading card box that features vintage or commemorative cards. Any suggestions for a box that offers approximately 10 packs with each pack containing around 50 cards?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['trading card box'], 'product': ['features vintage or commemorative cards', 'offers approximately 10 packs with each pack containing around 50 cards']}}"}]} +{"conversations": [{"role": "user", "content": "I'm looking for a quickly shippable varmint scope light that's compatible with the Primos Varmint 250 Yard Hunting Scope Light Kit."}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['varmint scope light', 'quickly shippable', 'compatible with the Primos Varmint 250 Yard Hunting Scope Light Kit']}}"}]} +{"conversations": [{"role": "user", "content": "What are some recoil shirt options from EvoShield?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['EvoShield'], 'product': ['recoil shirt options from EvoShield']}}"}]} +{"conversations": [{"role": "user", "content": "What double end bag is commonly purchased with the TITLE Pro Adjustable Double End Bag Tie Down?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['double end bag', 'commonly purchased with the TITLE Pro Adjustable Double End Bag Tie Down']}}"}]} +{"conversations": [{"role": "user", "content": "Where can I find a high-quality, made in US heritage banner for my sports team, approximately 9.25 x 4.25 inches in size, that showcases a chronological progression of our team logos, ideally with the corresponding years?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['high-quality, made in US heritage banner for sports team', 'approximately 9.25 x 4.25 inches in size', 'showcases a chronological progression of team logos with corresponding years']}}"}]} +{"conversations": [{"role": "user", "content": "What's a good men's shell jacket with a RECCO rescue reflector and light fleece lining, suitable for long-lasting use on outdoor adventures?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['shell jacket'], 'product': [\"men's shell jacket with a RECCO rescue reflector\", 'light fleece lining', 'suitable for long-lasting use on outdoor adventures']}}"}]} +{"conversations": [{"role": "user", "content": "What are some high-quality Hanwei Pudao Swords that feature a high-carbon tempered blade and showcase excellent craftsmanship?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Hanwei'], 'product': ['high-quality Hanwei Pudao Swords', 'high-carbon tempered blade', 'excellent craftsmanship']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a football helmet jaw pad similar to Schutt AiR Maxx TPU Football Helmet Jaw Pads - Regular Profile - 1 1/8, that assures a snug fit in helmets? My kids absolutely love them! Any recommendations?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['football helmet jaw pad similar to Schutt AiR Maxx TPU Football Helmet Jaw Pads - Regular Profile - 1 1/8', 'assures a snug fit in helmets']}}"}]} +{"conversations": [{"role": "user", "content": "What are some reliable WennoW bike locks suitable for a kid's bicycle?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['WennoW'], 'product': [\"reliable bike locks suitable for a kid's bicycle\"]}}"}]} +{"conversations": [{"role": "user", "content": "Where can I find a trading card from the Wheels brand?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Wheels'], 'product': ['trading card']}}"}]} +{"conversations": [{"role": "user", "content": "Where can I find high-quality stirrup irons with a unique aesthetic? I'm specifically interested in designs that are intricately hand-engraved and come with rubber pads."}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['stirrup irons'], 'product': ['high-quality stirrup irons with a unique aesthetic', 'intricately hand-engraved', 'come with rubber pads']}}"}]} +{"conversations": [{"role": "user", "content": "I'm in need of a Generic brand leg pistol gun holster that's designed with a fully adjustable, non-slip lined leg strap and a quick-release buckle. It must also offer a retention system with an extra Velcro strap for enhanced safety. Importantly, it should be able to house pistols equipped with laser or flashlight mounts. But, the strap shouldn't be overly long, as I need it to sit higher up on my leg."}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Generic'], 'product': ['leg pistol gun holster', 'fully adjustable, non-slip lined leg strap', 'quick-release buckle', 'retention system with an extra Velcro strap', 'house pistols equipped with laser or flashlight mounts', \"strap shouldn't be overly long\", 'sit higher up on leg']}}"}]} +{"conversations": [{"role": "user", "content": "Where can I find a Boelter Brands bistro-style coffee mug that commemorates the NFL Super Bowl 50 and is safe for both microwave and dishwasher use?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Boelter Brands'], 'product': ['bistro-style coffee mug that commemorates the NFL Super Bowl 50', 'safe for both microwave and dishwasher use']}}"}]} +{"conversations": [{"role": "user", "content": "Looking to stay hydrated during my stand-up paddleboarding adventures, could you suggest a convenient suction cup coozie? I'd prefer one that comes with an added mesh bag for storing extra items or discards."}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['coozie'], 'product': ['convenient suction cup coozie', 'added mesh bag for storing extra items or discards', 'stay hydrated during stand-up paddleboarding adventures']}}"}]} +{"conversations": [{"role": "user", "content": "Is there an NFL women's plus size v-neck tee with double white arm stripes in a unique design available?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': [\"women's plus size v-neck tee\"], 'product': ['NFL', 'double white arm stripes', 'unique design']}}"}]} +{"conversations": [{"role": "user", "content": "What's the best pool table and cue tip repair kit that includes replacement tips of 12mm and 13mm sizes?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['pool table', 'cue tip repair kit that includes replacement tips of 12mm and 13mm sizes']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a set of oversized, visually appealing bike grips. I've liked the Lowrider Twisted Grips in Chrome in the past. Any suggestions for similar products?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['a set of oversized, visually appealing bike grips', 'similar to Lowrider Twisted Grips in Chrome']}}"}]} +{"conversations": [{"role": "user", "content": "I'm looking for a set of luggage tags that have a shipping weight of around six to seven ounces. Can you recommend some that are not made of cheap materials?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['luggage tags'], 'product': ['set of luggage tags', 'shipping weight of around six to seven ounces', 'not made of cheap materials']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for 1-inch earrings that can add a sparkle to her evening. Can you help me find them?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['earrings'], 'product': ['1-inch earrings that can add a sparkle to her evening']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any military smoke pouches similar in style to the Fox Outdoor Military Smoke Pouch in Black that you would recommend?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['military smoke pouches', 'similar in style to the Fox Outdoor Military Smoke Pouch in Black']}}"}]} +{"conversations": [{"role": "user", "content": "Can you suggest a scuba diving flashlight with a Velcro strap mount? I would prefer if it has a strobe signal that can be identified from as far as 2 miles away."}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['scuba diving flashlight with a Velcro strap mount', 'strobe signal that can be identified from as far as 2 miles away']}}"}]} +{"conversations": [{"role": "user", "content": "Does JEF WORLD OF GOLF offer a comfortable and well-fitting golf glove made of high-quality Cabretta leather that provides excellent flexibility?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['JEF WORLD OF GOLF'], 'product': ['comfortable and well-fitting golf glove made of high-quality Cabretta leather', 'provides excellent flexibility']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a Nascar kids bike that's easy to assemble, ideally with a kickstand and rubber tires. Had issues with my previous non-rubber tires and missing kickstand."}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Nascar'], 'product': [\"kids bike that's easy to assemble\", 'kickstand', 'rubber tires']}}"}]} +{"conversations": [{"role": "user", "content": "What are the best quality shotgun rod adapters for cleaning shotguns with a rifle cleaning rod? I'm particularly interested in the ones similar to Hoppe's No. 9 Conversion Adapter, Rifle to Shotgun. Can you suggest any?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['best quality shotgun rod adapters for cleaning shotguns with a rifle cleaning rod', \"similar to Hoppe's No. 9 Conversion Adapter, Rifle to Shotgun\"]}}"}]} +{"conversations": [{"role": "user", "content": "What are some good QuickSilver aluminum boat propellers?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['QuickSilver'], 'product': ['aluminum boat propellers']}}"}]} +{"conversations": [{"role": "user", "content": "Can you recommend a neoprene weight belt with a one-hand release feature?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['neoprene weight belt with a one-hand release feature']}}"}]} +{"conversations": [{"role": "user", "content": "Where can I find a Brian Urlacher Chicago Bears jersey with an NFL Equipment jock tag on the left hem and designed in the team's unique colors?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['Brian Urlacher Chicago Bears jersey with an NFL Equipment jock tag on the left hem', \"designed in the team's unique colors\"]}}"}]} +{"conversations": [{"role": "user", "content": "What are some sand flea rakes that are commonly suggested with Fishbites Strips Sandflea 15 Ct Ll Fishing-Equipment?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['sand flea rakes', 'commonly suggested with Fishbites Strips Sandflea 15 Ct Ll Fishing-Equipment']}}"}]} +{"conversations": [{"role": "user", "content": "Can you help me find a thick, high-quality Georgia Bulldogs baby throw blanket woven on jacquard looms? It needs to be officially licensed."}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['baby throw blanket'], 'product': ['thick', 'high-quality', 'Georgia Bulldogs', 'woven on jacquard looms', 'officially licensed']}}"}]} +{"conversations": [{"role": "user", "content": "What are some children's casual pants with adjustable waistbands for a snug fit? Could you also provide shipping details for the chosen product?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': [\"children's casual pants\"], 'product': ['adjustable waistbands for a snug fit']}}"}]} +{"conversations": [{"role": "user", "content": "Can you help me find a tire cover for my Cruize donut spare wheel that fits the sizes in the gallery, is made from waterproof and washable polyester material?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['tire cover for Cruize donut spare wheel', 'fits the sizes in the gallery', 'waterproof and washable polyester material']}}"}]} +{"conversations": [{"role": "user", "content": "Where can I find Panasonic lithium batteries?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Panasonic'], 'product': ['lithium batteries']}}"}]} +{"conversations": [{"role": "user", "content": "I'm searching for an affordable yet high-quality Aquaglide Platinum floating bouncer made with sturdy Duratex material and RF Weld seams. We're planning a pool party and I believe this product would be the star attraction."}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Aquaglide'], 'product': ['Platinum floating bouncer', 'sturdy Duratex material', 'RF Weld seams', 'affordable yet high-quality', 'pool party star attraction']}}"}]} +{"conversations": [{"role": "user", "content": "Can I find a sleeping pad with a slightly raised head area for additional pillow support and a subtle design that doesn't highlight its contours?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['sleeping pad with a slightly raised head area for additional pillow support', \"subtle design that doesn't highlight its contours\"]}}"}]} +{"conversations": [{"role": "user", "content": "What are some comfortable and easy-to-wear sport sunglasses similar to the NIKE Siren Sunglasses?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['comfortable and easy-to-wear sport sunglasses', 'similar to the NIKE Siren Sunglasses']}}"}]} +{"conversations": [{"role": "user", "content": "What's a top-rated McFarlane Toys NBA sports action figure? I already own a McFarlane Sportspicks: NBA Series 3 Juwan Howard (Chase Variant) Action Figure and loved it. I'm not bothered about any additional bats or accessories though. Any recommendations?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['McFarlane Toys'], 'product': ['top-rated NBA sports action figure', 'not bothered about any additional bats or accessories']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a Festcool meditation pillow with better padding than my previous one. Any recommendations?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Festcool'], 'product': ['meditation pillow with better padding than my previous one']}}"}]} +{"conversations": [{"role": "user", "content": "Can you help me find a Gen-X paintball harness suitable for smaller players? They've been around for a while and have a reputation for making quality paintball and airsoft accessories."}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Gen-X'], 'product': ['paintball harness suitable for smaller players', 'quality paintball and airsoft accessories']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a Champion long sleeve tee shirt with a relaxed, comfortable, and loose fit."}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Champion'], 'product': ['long sleeve tee shirt with a relaxed, comfortable, and loose fit']}}"}]} +{"conversations": [{"role": "user", "content": "Is there a Georgia Bulldogs synthetic tee for men with sweat-wicking properties available in true-to-size fittings? I often have size discrepancies with online purchases."}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['tee'], 'product': ['Georgia Bulldogs synthetic tee for men with sweat-wicking properties', 'true-to-size fittings']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a road bike tire with a 220 tpi nylon casing. Any recommendations?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['road bike tire'], 'product': ['220 tpi nylon casing']}}"}]} +{"conversations": [{"role": "user", "content": "What are some top-rated press fit bottom brackets for a 24mm crank that offer better quality than OEM parts? I have been using an IceToolz Press-Fit Bearing Removal Tool for maintenance. What are some popular choices among those who use the same tool?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['top-rated press fit bottom brackets for a 24mm crank', 'better quality than OEM parts', 'popular choices among those who use an IceToolz Press-Fit Bearing Removal Tool']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a men's fishing vest made of a cotton blend from the Camo Coll brand. Are there more options available?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Camo Coll'], 'product': [\"men's fishing vest made of a cotton blend\"]}}"}]} +{"conversations": [{"role": "user", "content": "What are some good options for a black kettlebell stand?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['kettlebell stand'], 'product': ['black kettlebell stand']}}"}]} +{"conversations": [{"role": "user", "content": "What's the best durable, reusable 20-ounce plastic pint set in a 2-pack that's perfect for enjoying NHL games during friendly gatherings?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['pint set'], 'product': ['durable, reusable 20-ounce plastic pint set in a 2-pack', 'perfect for enjoying NHL games during friendly gatherings']}}"}]} +{"conversations": [{"role": "user", "content": "What are some parachute options that can accommodate multiple people and feature strong, wrapped handles for enhanced grip?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['parachute'], 'product': ['accommodate multiple people', 'strong, wrapped handles for enhanced grip']}}"}]} +{"conversations": [{"role": "user", "content": "Is there an officially licensed Dallas Cowboys ceramic mug set available on Amazon?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Dallas Cowboys'], 'product': ['officially licensed ceramic mug set available on Amazon']}}"}]} +{"conversations": [{"role": "user", "content": "Can you help me find a durable, lightweight, and packable cycling jacket with reflective features for night-time safety? It should also have plenty of pocket space on the back and sides for storage."}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['cycling jacket'], 'product': ['durable', 'lightweight', 'packable', 'reflective features for night-time safety', 'plenty of pocket space on the back and sides for storage']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a set of junior clamcleats that can work well with the Sea Dog 002030 Clamcleat Junior. Are there any options available that are around 3.25 inches long and approximately 0.69 inches wide?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['a set of junior clamcleats', 'work well with the Sea Dog 002030 Clamcleat Junior', 'around 3.25 inches long', 'approximately 0.69 inches wide']}}"}]} +{"conversations": [{"role": "user", "content": "What is a good sports throat strap that would pair well with my black Mizuno batter's helmet replacement strap and is comfortable to wear?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['sports throat strap', \"pair well with black Mizuno batter's helmet replacement strap\", 'comfortable to wear']}}"}]} +{"conversations": [{"role": "user", "content": "What's a popular and stylish Outback Trading sun hat that's easy to travel with, offers substantial sun and wind protection for the face and ears, has an authentic Australian look, and comes in larger sizes?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Outback Trading'], 'product': ['popular and stylish sun hat', 'easy to travel with', 'substantial sun and wind protection for the face and ears', 'authentic Australian look', 'larger sizes']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any ski goggles available that are designed according to the ANSI Z87.1 standards for impact resistance and also offer a comfortable fit?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['ski goggles'], 'product': ['designed according to the ANSI Z87.1 standards for impact resistance', 'comfortable fit']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a SouthMarine manufactured light black plastic propeller for Yamaha outboard motors. Can you guide me?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['SouthMarine'], 'product': ['light black plastic propeller for Yamaha outboard motors']}}"}]} +{"conversations": [{"role": "user", "content": "What's the best rosin bag that can improve my grip on a bat and ball, thereby enhancing my pitching and hitting performance?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['rosin bag that can improve grip on a bat and ball', 'enhancing pitching and hitting performance']}}"}]} +{"conversations": [{"role": "user", "content": "Is there a good beach shelter similar to the Eureka! Solar Shade - Shelter (medium) that you would recommend?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['beach shelter', 'similar to the Eureka! Solar Shade - Shelter (medium)']}}"}]} +{"conversations": [{"role": "user", "content": "Searching for Adams Golf clubs with a large sweet spot and enhanced touch feel from multi-material construction."}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Adams Golf'], 'product': ['clubs with a large sweet spot', 'enhanced touch feel from multi-material construction']}}"}]} +{"conversations": [{"role": "user", "content": "What are some recommended facemasks from Outdoor Technology? I'm considering their products for my upcoming purchase based on the reviews I've heard."}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Outdoor Technology'], 'product': ['facemasks from Outdoor Technology', 'recommended based on reviews']}}"}]} +{"conversations": [{"role": "user", "content": "Where can I find Rhode Island Novelty flying dragonflies that are known for their excellent flight performance?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Rhode Island Novelty'], 'product': ['flying dragonflies known for their excellent flight performance']}}"}]} +{"conversations": [{"role": "user", "content": "Can you suggest a user-friendly fiddle block that would work well with my Lewmar Fiddle Block W/Cam & Becket44; Black 29925039BK?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['user-friendly fiddle block', 'work well with my Lewmar Fiddle Block W/Cam & Becket44; Black 29925039BK']}}"}]} +{"conversations": [{"role": "user", "content": "Where can I find a cute Aminco-made MLB themed lanyard with a Hello Kitty design? It's intended as a gift."}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Aminco'], 'product': ['cute MLB themed lanyard with a Hello Kitty design']}}"}]} +{"conversations": [{"role": "user", "content": "What's a durable Vortex spotting scope case that fits an 80mm scope perfectly?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Vortex'], 'product': ['durable spotting scope case that fits an 80mm scope perfectly']}}"}]} +{"conversations": [{"role": "user", "content": "Can you recommend any bike saddles with a seamless vacuum seal finish?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['bike saddles'], 'product': ['seamless vacuum seal finish']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for comfortable and flexible youth baseball pants that pair well with the Accubat Pro Model for my son's training. Need ones with a better fit than what we've tried before. Any suggestions?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['baseball pants'], 'product': ['comfortable and flexible youth baseball pants', 'pair well with the Accubat Pro Model', 'better fit for training']}}"}]} +{"conversations": [{"role": "user", "content": "Can the Portable Inflatable Life Jacket Snorkel Vest be easily used and worn? Would it be compatible with the Rrtizan Adult Inflatable Snorkel Vest for enhanced safety while swimming?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['Portable Inflatable Life Jacket Snorkel Vest', 'easily used and worn', 'compatible with the Rrtizan Adult Inflatable Snorkel Vest for enhanced safety while swimming']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for recommendations for a comfortable and durable pocket knife with a rubberized handle, as steel handles haven't worked well for me in the past."}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['pocket knife'], 'product': ['comfortable and durable pocket knife with a rubberized handle', \"steel handles haven't worked well\"]}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a cotton Denver Broncos Retro Mark Cuffed Pom Knit Beanie Hat/Cap that can fit all head sizes comfortably. Any suggestions?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['cotton Denver Broncos Retro Mark Cuffed Pom Knit Beanie Hat/Cap that can fit all head sizes comfortably']}}"}]} +{"conversations": [{"role": "user", "content": "Is there a FlyJetBoard available that can provide an exhilarating flight-like experience and also has the capability to dive underwater?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['FlyJetBoard', 'exhilarating flight-like experience', 'capability to dive underwater']}}"}]} +{"conversations": [{"role": "user", "content": "What are some top-rated fish blades from reliable brands such as Shasta Tackle that can enhance my fishing experience?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product <- category', 'Restriction': {'brand': ['Shasta Tackle'], 'category': ['fish blades'], 'product': ['top-rated fish blades', 'enhance my fishing experience']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any humorous Ohio State Buckeyes lace garters from Football Fanatics that are officially licensed by the NCAA?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Football Fanatics'], 'product': ['humorous Ohio State Buckeyes lace garters', 'officially licensed by the NCAA']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for recommendations on a Ducks Unlimited 6-panel mid-crown style casual cap made of cotton canvas."}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Ducks Unlimited'], 'product': ['6-panel mid-crown style casual cap made of cotton canvas']}}"}]} +{"conversations": [{"role": "user", "content": "What are some recommended Mizuno running shorts?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Mizuno'], 'product': ['running shorts']}}"}]} +{"conversations": [{"role": "user", "content": "What is a good solar shower option with a height of approximately 5.5 feet that would fit in a limited installation space?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['solar shower', 'height of approximately 5.5 feet', 'fit in a limited installation space']}}"}]} +{"conversations": [{"role": "user", "content": "Can you suggest any stirrup hobbles sold in pairs? I'm in search of a set."}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['stirrup hobbles sold in pairs']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a budget-friendly, bright cycling bike headlight that's compatible with a 26-inch black Bent Spring Fork."}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['budget-friendly, bright cycling bike headlight', 'compatible with a 26-inch black Bent Spring Fork']}}"}]} +{"conversations": [{"role": "user", "content": "Could you recommend a carefully crafted pewter skull bead from Schmuckatelli Co.? I'm looking for something with meticulous detail."}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Schmuckatelli Co.'], 'product': ['carefully crafted pewter skull bead', 'meticulous detail']}}"}]} +{"conversations": [{"role": "user", "content": "What's a slim and compact folding knife that can comfortably fit in my backpack along with my Gerber Fullback Knife [31-003011] and Gerber Myth Compact Fixed Blade Knife with Sharpener [31-001156]?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['slim and compact folding knife', 'fit in my backpack', 'along with my Gerber Fullback Knife [31-003011]', 'Gerber Myth Compact Fixed Blade Knife with Sharpener [31-001156]']}}"}]} +{"conversations": [{"role": "user", "content": "Is there a vintage-style youth pullover fleece hoodie with a CCM Patch available?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['vintage-style youth pullover fleece hoodie with a CCM Patch']}}"}]} +{"conversations": [{"role": "user", "content": "What are the best aquatic fins for improving strength and flexibility faster than traditional land rehab? I would prefer ones that can be used with a flotation device like the TheraBand Kickroller. Ideally, they should also pair well with the WaterGym Water Aerobics Float Belt. Can anyone provide recommendations?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['aquatic fins for improving strength and flexibility', 'used with a flotation device like the TheraBand Kickroller', 'pair well with the WaterGym Water Aerobics Float Belt']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a traditional scimitar sword with a hand-forged blade, enhanced with a solid brass guard and pommel, to complete my collection."}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['sword'], 'product': ['traditional scimitar sword with a hand-forged blade', 'enhanced with a solid brass guard and pommel']}}"}]} +{"conversations": [{"role": "user", "content": "I need a camping table set with chairs that have a weight capacity of 400 lbs. I'm not particularly concerned about the sturdiness of the table top."}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['camping table set with chairs'], 'product': ['weight capacity of 400 lbs']}}"}]} +{"conversations": [{"role": "user", "content": "What's the best Rothco rifle rag cover that is easy to use and comfortable, without sacrificing performance?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Rothco'], 'product': ['rifle rag cover that is easy to use and comfortable, without sacrificing performance']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a high-quality double pistol case that features robust zippers and bags. As a regular hunter, I've been carrying the Blackhawk Sportster Deluxe Range Hunting Bag. Need a pistol case that pairs well with it."}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['high-quality double pistol case', 'features robust zippers and bags', 'pairs well with the Blackhawk Sportster Deluxe Range Hunting Bag']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for durable and affordable skateboard bearings that could potentially last around 3 years. Previously purchased a Bones Bearings Press Puller, Bones Bearing Tool, and Sure-Grip All American Plus Wheels White. Are there any skateboard bearings frequently bought with these items?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['durable and affordable skateboard bearings', 'potentially last around 3 years', 'frequently bought with Bones Bearings Press Puller, Bones Bearing Tool, and Sure-Grip All American Plus Wheels White']}}"}]} +{"conversations": [{"role": "user", "content": "What are some versatile headwear pieces from Charming that can be styled in different ways?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Charming'], 'product': ['versatile headwear pieces', 'can be styled in different ways']}}"}]} +{"conversations": [{"role": "user", "content": "Where can I find a Wisconsin Badgers NCAA pullover hooded jacket that's not only unique but also made of breathable, dri-fit-like material? It should also have a hood with string toggles for adjustment."}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['pullover hooded jacket'], 'product': ['Wisconsin Badgers NCAA pullover hooded jacket', 'unique', 'breathable, dri-fit-like material', 'hood with string toggles for adjustment']}}"}]} +{"conversations": [{"role": "user", "content": "Is there a certified Fenway Park Boston Red Sox framed panorama available that includes a game-used ball? Also, does it come with a certificate of authenticity?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['certified Fenway Park Boston Red Sox framed panorama', 'includes a game-used ball', 'comes with a certificate of authenticity']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a US-made, machine-washable women's wool skirt with a 4.5-inch hidden pocket near the front hip for conveniently carrying small items. Preferably, it should not have a tightly fitting waistband."}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['skirt'], 'product': ['US-made', \"machine-washable women's wool skirt\", '4.5-inch hidden pocket near the front hip', 'conveniently carrying small items', 'not have a tightly fitting waistband']}}"}]} +{"conversations": [{"role": "user", "content": "What's a good Adidas youth baseball jacket that's easy to clean? I'm searching for a gift for my baseball-loving nephew."}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Adidas'], 'product': ['youth baseball jacket', 'easy to clean']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a lightweight, affordable self-defense tool weighing less than 2 ounces as an alternative to a tactical pen. It should also be something that would be useful to those who purchase a Kabar TDI LDK Knife."}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['lightweight, affordable self-defense tool weighing less than 2 ounces', 'alternative to a tactical pen', 'useful to those who purchase a Kabar TDI LDK Knife']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a CHAMPRO table tennis post recommendation, strength isn't a priority."}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['CHAMPRO'], 'product': ['table tennis post', \"strength isn't a priority\"]}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a high-quality Boston Red Sox replica baseball jersey with a fashionable design and a rounded hem. Preferably, it should have no player names or numbers on the back."}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['baseball jersey'], 'product': ['high-quality Boston Red Sox replica', 'fashionable design', 'rounded hem', 'no player names or numbers on the back']}}"}]} +{"conversations": [{"role": "user", "content": "Where can I find an Olympique Marseille sports team scarf with their emblem on it?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Olympique Marseille'], 'product': ['sports team scarf with their emblem on it']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for pedal platforms compatible with my clipless pedals. They need to be durable, detachable, made from ABS plastic, and designed for comfort. Does such a product exist?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['pedal platforms compatible with clipless pedals', 'durable', 'detachable', 'made from ABS plastic', 'designed for comfort']}}"}]} +{"conversations": [{"role": "user", "content": "Can you recommend a squash racquet designed for power players, preferably one constructed with Karophite Black interlaced with basalt fibers?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['squash racquet'], 'product': ['designed for power players', 'constructed with Karophite Black interlaced with basalt fibers']}}"}]} +{"conversations": [{"role": "user", "content": "Can you recommend a quiet golf practice target with extra strength for use with a training net?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['golf practice target'], 'product': ['quiet', 'extra strength', 'use with a training net']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for an adjustable tension in-line planer board release that stays put until I choose to remove it. I frequently use the Krazywolf Heavy Tension Snap Release Clip and Off Shore OR12L Left Side Planer. Where can I find a version that is similar but also compatible with these?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['adjustable tension in-line planer board release that stays put until removal', 'compatible with Krazywolf Heavy Tension Snap Release Clip', 'compatible with Off Shore OR12L Left Side Planer']}}"}]} +{"conversations": [{"role": "user", "content": "What are some recommended Borussia Dortmund football shirts that can be delivered quickly for a Christmas gift?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Borussia Dortmund'], 'product': ['football shirts', 'delivered quickly for a Christmas gift']}}"}]} +{"conversations": [{"role": "user", "content": "What are some album suggestions for music composed by Andre Kostelanetz that feature around twenty tracks and are from the Kostelanetz brand?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Kostelanetz'], 'product': ['album suggestions for music composed by Andre Kostelanetz that feature around twenty tracks']}}"}]} +{"conversations": [{"role": "user", "content": "Does Robin Ruth offer a casual, everyday baseball cap with embroidery?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Robin Ruth'], 'product': ['casual, everyday baseball cap with embroidery']}}"}]} +{"conversations": [{"role": "user", "content": "What's the best portable toddler bed for camping that comes with a washable matching fitted sheet?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['toddler bed'], 'product': ['portable toddler bed for camping', 'comes with a washable matching fitted sheet']}}"}]} +{"conversations": [{"role": "user", "content": "What is a portable and easy-to-use turkey box call chalk that pairs well with the Hunters Specialties H.S. Strut Twin Pack Strikers that I already plan on purchasing? Any recommendations?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['portable and easy-to-use turkey box call chalk', 'pairs well with the Hunters Specialties H.S. Strut Twin Pack Strikers']}}"}]} +{"conversations": [{"role": "user", "content": "Could you suggest a lightweight left-handed bowfishing kit that weighs approximately 3.4 pounds? I'm looking for something with a draw weight of 30 to 40 pounds and a draw length of 15 to 30 inches."}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['lightweight left-handed bowfishing kit', 'weighs approximately 3.4 pounds', 'draw weight of 30 to 40 pounds', 'draw length of 15 to 30 inches']}}"}]} +{"conversations": [{"role": "user", "content": "What are some foam swords that can give me an immersive ancient Roman Colosseum experience?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['foam swords', 'immersive ancient Roman Colosseum experience']}}"}]} +{"conversations": [{"role": "user", "content": "Searching for a portable, user-friendly LED armband with a unique design and superior brightness for nighttime visibility. Recently, the Nathan Running Flashlight. Hand Held Torch Zephyr Fire 100 with Siren. LED Light for Runners, Walkers, Cyclist, Kids, Security. Handheld Dual Front and Back Light to See and Be-Seen. Rechargeable Battery has revolutionized my night activities, so I'm now seeking a matching armband to enhance my experience."}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['portable, user-friendly LED armband with a unique design and superior brightness for nighttime visibility', 'matching armband to enhance my experience', 'Nathan Running Flashlight. Hand Held Torch Zephyr Fire 100 with Siren. LED Light for Runners, Walkers, Cyclist, Kids, Security. Handheld Dual Front and Back Light to See and Be-Seen. Rechargeable Battery']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a more effective pain relief cream than my previous ones, preferably from Biomega. It should not cause any discomfort or irritation."}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Biomega'], 'product': ['more effective pain relief cream', 'not cause any discomfort or irritation']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a comfortable SPRI thigh cuff with generously padded straps, any suggestions?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['SPRI'], 'product': ['comfortable SPRI thigh cuff with generously padded straps']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for World Sport agility dots suitable for balance and stability exercises. Is it okay if they have a slight odor?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['World Sport'], 'product': ['agility dots suitable for balance and stability exercises', 'slight odor']}}"}]} +{"conversations": [{"role": "user", "content": "Where can I find a complete headlight and tail light kit for a 2008 or newer Club Car Precedent Electric Golf Cart? It should come with comprehensive installation instructions and diagram, along with the necessary hardware. Any suggestions?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['complete headlight and tail light kit for a 2008 or newer Club Car Precedent Electric Golf Cart', 'comprehensive installation instructions and diagram', 'necessary hardware']}}"}]} +{"conversations": [{"role": "user", "content": "Can you recommend a USC Trojans Cardinal Cooler Hat Backpack that features padded and adjustable shoulder straps?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['USC Trojans Cardinal Cooler Hat Backpack', 'padded and adjustable shoulder straps']}}"}]} +{"conversations": [{"role": "user", "content": "What are some Canari cycling jerseys options regardless of fit or design?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Canari'], 'product': ['cycling jerseys']}}"}]} +{"conversations": [{"role": "user", "content": "I'm looking for a scope mount that can complement my recently purchased Ade Advanced Optics 1\" Scope Ring Adaptor with Picatinny/weaver/universal Rail. Ideally, it should add at least four extra Picatinny slots and be designed to fit a 30mm scope tube. Can you recommend one?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['scope mount', 'complement my recently purchased Ade Advanced Optics 1\" Scope Ring Adaptor with Picatinny/weaver/universal Rail', 'add at least four extra Picatinny slots', 'designed to fit a 30mm scope tube']}}"}]} +{"conversations": [{"role": "user", "content": "Can anyone recommend a lightweight spoke wrench that's comfortable to hold and compatible with the Park Tool TS-8 Home Mechanic Wheel Truing Stand?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['lightweight spoke wrench', 'comfortable to hold', 'compatible with the Park Tool TS-8 Home Mechanic Wheel Truing Stand']}}"}]} +{"conversations": [{"role": "user", "content": "Can the DeSantis pocket holster also be used as an inside-the-waistband holster specifically for a Diamondback DB380?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['DeSantis pocket holster', 'inside-the-waistband holster', 'Diamondback DB380']}}"}]} +{"conversations": [{"role": "user", "content": "What is a good resistance band kit from Flexible Sport that I can use for various exercises and rehabilitation purposes? Preferably, I am looking for one that includes an exercise guide and can be used at the gym or at home."}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Flexible Sport'], 'product': ['resistance band kit for various exercises and rehabilitation purposes', 'includes an exercise guide', 'can be used at the gym or at home']}}"}]} +{"conversations": [{"role": "user", "content": "Is there a one-piece swimsuit that has been listed on Amazon since approximately mid-June 2015?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['one-piece swimsuit listed on Amazon since approximately mid-June 2015']}}"}]} +{"conversations": [{"role": "user", "content": "I'm currently enjoying my new Atom Drop Through Longboard - 40 Inch and am thinking about getting the Bones Super Swiss 6 Skateboard Bearings 8 Pack. Can you recommend any skateboard bearings that are well-suited for my longboard and offer fast delivery? I'm also particularly interested in items that are precisely as advertised."}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['Atom Drop Through Longboard - 40 Inch', 'Bones Super Swiss 6 Skateboard Bearings 8 Pack', 'skateboard bearings well-suited for longboard', 'fast delivery', 'precisely as advertised']}}"}]} +{"conversations": [{"role": "user", "content": "What's a suitable daytime viewing zoom spotting scope from the ORION brand?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['ORION'], 'product': ['daytime viewing zoom spotting scope']}}"}]} +{"conversations": [{"role": "user", "content": "What are some popular gun stock accessories often searched with the AimPoint 3X Magnifier with Twist Mount Picatinny Spacer Kit?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['AimPoint 3X Magnifier with Twist Mount Picatinny Spacer Kit', 'popular gun stock accessories often searched with the AimPoint 3X Magnifier with Twist Mount Picatinny Spacer Kit']}}"}]} +{"conversations": [{"role": "user", "content": "What are some durable paintball barrels that are compatible with the Deadlywind Carbon Fiber Whip Barrel Tip - Dye UL / Proto - 14inch Overall?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['durable paintball barrels', 'compatible with the Deadlywind Carbon Fiber Whip Barrel Tip - Dye UL / Proto - 14inch Overall']}}"}]} +{"conversations": [{"role": "user", "content": "Can you suggest a ProPower battery gauge with a clear display and an LED indicator for low charge? It should also be easy to install."}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['ProPower'], 'product': ['battery gauge with a clear display and an LED indicator for low charge', 'easy to install']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a warm, thick beanie similar to those made from 260gm Realfleece or Merino Real Fleece fabric. Ideally, it should be large enough to cover the ears properly. Any recommendations?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['warm, thick beanie', 'similar to those made from 260gm Realfleece or Merino Real Fleece fabric', 'large enough to cover the ears properly']}}"}]} +{"conversations": [{"role": "user", "content": "Can anyone recommend a top-rated framed poster print from the Laminated Visuals brand?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Laminated Visuals'], 'product': ['top-rated framed poster print from the Laminated Visuals brand']}}"}]} +{"conversations": [{"role": "user", "content": "Is there a Beyond brand phone case that fits the Apple iPhone 4 or iPhone 4G?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Beyond'], 'product': ['phone case that fits the Apple iPhone 4 or iPhone 4G']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a scuba diving gauge console that can easily attach to the hose and offers effortless viewing. What console would be a good match for the New Oceanic Max Depth Swiv Combo with Pressure Gauge & Depth Gauge (PSI) I plan on getting?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['scuba diving gauge console', 'easily attach to the hose', 'offers effortless viewing', 'good match for the New Oceanic Max Depth Swiv Combo with Pressure Gauge & Depth Gauge (PSI)']}}"}]} +{"conversations": [{"role": "user", "content": "Can you suggest a lightweight, durable, and easy-to-install tire liner that is 40mm wide, suitable for my mountain/29er bike?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['tire liner'], 'product': ['lightweight', 'durable', 'easy-to-install', '40mm wide', 'suitable for mountain/29er bike']}}"}]} +{"conversations": [{"role": "user", "content": "Can you suggest a durable, dual-layer protective case for the Samsung Galaxy S6 that provides substantial corner impact protection? It should also allow easy access to controls and the charging port."}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['durable, dual-layer protective case for the Samsung Galaxy S6', 'substantial corner impact protection', 'easy access to controls and the charging port']}}"}]} +{"conversations": [{"role": "user", "content": "What are some highly recommended bright tactical light systems for weapons that are durable under rough conditions? Ideally, ones that come with versatile mounts suitable for any firearm from a 12 gauge to a .22 caliber."}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['tactical light systems for weapons'], 'product': ['highly recommended bright tactical light systems', 'durable under rough conditions', 'versatile mounts suitable for any firearm from a 12 gauge to a .22 caliber']}}"}]} +{"conversations": [{"role": "user", "content": "Can I find a carbine stock that works with carbine springs and allows the addition of slide-on butt pads?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['carbine stock', 'works with carbine springs', 'allows the addition of slide-on butt pads']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a sturdy camping plate with a diameter of 9.4 inches."}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['camping plate'], 'product': ['sturdy camping plate with a diameter of 9.4 inches']}}"}]} +{"conversations": [{"role": "user", "content": "What are the best-rated topwater saltwater fishing lures? Also, what are the popular add-on items people usually purchase with the Rapala Skitter Walk 11 in Gold Mullet?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product -> product', 'Restriction': {'category': ['topwater saltwater fishing lures'], 'product': ['best-rated topwater saltwater fishing lures', 'Rapala Skitter Walk 11 in Gold Mullet', 'popular add-on items']}}"}]} +{"conversations": [{"role": "user", "content": "What's a compact, durable, and easy-to-assemble JBL speargun that I can put together while on the boat?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['JBL'], 'product': ['compact, durable, and easy-to-assemble speargun', 'put together while on the boat']}}"}]} +{"conversations": [{"role": "user", "content": "Can you help me find a cottage or garden-style patio umbrella mosquito net that is easy to set up and take down?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['patio umbrella mosquito net'], 'product': ['cottage or garden-style', 'easy to set up and take down']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a Kent food product that is suitable for people with difficulties swallowing, any suggestions?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Kent'], 'product': ['suitable for people with difficulties swallowing']}}"}]} +{"conversations": [{"role": "user", "content": "Is there a reasonably priced small-sized Arsenal F.C. t-shirt available?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['reasonably priced small-sized Arsenal F.C. t-shirt']}}"}]} +{"conversations": [{"role": "user", "content": "Where can I find a fast delivery for an OMG_Shop waist trimmer that provides instant abs and back support?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['OMG_Shop'], 'product': ['waist trimmer that provides instant abs and back support', 'fast delivery']}}"}]} +{"conversations": [{"role": "user", "content": "What are some high-performance, sleek fitting swim caps imported from overseas?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['high-performance, sleek fitting swim caps imported from overseas']}}"}]} +{"conversations": [{"role": "user", "content": "Is there a durable wristband produced by Boondock Saints that can withstand constant usage?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Boondock Saints'], 'product': ['durable wristband', 'withstand constant usage']}}"}]} +{"conversations": [{"role": "user", "content": "What are some recommended LED life jacket emergency signals that could help in identifying my campsite at night? I'm specifically looking for ones that are compatible with the Lifesaving Systems Corp SIRIUS LED Strobe Light, a signaling strobe approved by the US Coast Guard."}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['LED life jacket emergency signals', 'help in identifying my campsite at night', 'compatible with the Lifesaving Systems Corp SIRIUS LED Strobe Light', 'signaling strobe approved by the US Coast Guard']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a 6-gallon container filled with softballs, without compromising on quality."}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['6-gallon container filled with softballs', 'without compromising on quality']}}"}]} +{"conversations": [{"role": "user", "content": "Can you suggest a pro tour-grade golf towel that's absorbent, quick to dry, and doesn't have any metallic parts?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['golf towel'], 'product': ['pro tour-grade', 'absorbent', 'quick to dry', \"doesn't have any metallic parts\"]}}"}]} +{"conversations": [{"role": "user", "content": "Can I find a dog collar that is adjustable, has a tag clip, and supports conservation efforts with every purchase?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['dog collar'], 'product': ['adjustable', 'has a tag clip', 'supports conservation efforts with every purchase']}}"}]} +{"conversations": [{"role": "user", "content": "I'm looking for a Kershaw hunting knife with a rubber grip for steady handling. Can you recommend a model that's roughly around 6.3 ounces in weight?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Kershaw'], 'product': ['hunting knife with a rubber grip for steady handling', 'roughly around 6.3 ounces in weight']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a reliable pepper spray brand trusted by law enforcement agencies. Preferably one that comes with a sleek black, studded carrying case and includes UV dye for identification. Any suggestions?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['trusted by law enforcement agencies'], 'product': ['pepper spray', 'sleek black, studded carrying case', 'includes UV dye for identification']}}"}]} +{"conversations": [{"role": "user", "content": "What saddle pad liners from Intrepid International are designed to be compatible with different types of saddles, and also provide a breathable and non-slip cushioning for other pads?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Intrepid International'], 'product': ['saddle pad liners', 'designed to be compatible with different types of saddles', 'provide a breathable and non-slip cushioning for other pads']}}"}]} +{"conversations": [{"role": "user", "content": "Can you help me find Ganzfeld glasses that are compatible with the Kasina?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['Ganzfeld glasses', 'compatible with the Kasina']}}"}]} +{"conversations": [{"role": "user", "content": "What are some Adams Golf putters that would match well with my golf shoes?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Adams Golf'], 'product': ['putters', 'match well with my golf shoes']}}"}]} +{"conversations": [{"role": "user", "content": "Can you suggest a UV repair kit for fishing that works well with Loon Outdoors UV Knot Sense?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['UV repair kit for fishing', 'works well with Loon Outdoors UV Knot Sense']}}"}]} +{"conversations": [{"role": "user", "content": "What's the best crossbow string for easy installation and compatibility with a TenPoint Vapor Crossbow?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['crossbow string', 'easy installation', 'compatibility with a TenPoint Vapor Crossbow']}}"}]} +{"conversations": [{"role": "user", "content": "Can you recommend a high-performing, patented design outboard motor tote, even if it's not designed to remain on the motor permanently?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['high-performing, patented design outboard motor tote', 'not designed to remain on the motor permanently']}}"}]} +{"conversations": [{"role": "user", "content": "Is there a basic trailer light kit from XtremepowerUS available? I'm primarily interested in all lights being functional, sturdy build quality and comprehensive instructions aren't my major concerns."}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['XtremepowerUS'], 'product': ['basic trailer light kit', 'all lights being functional', 'sturdy build quality']}}"}]} +{"conversations": [{"role": "user", "content": "Is there a SKLZ futsal goal that can enhance my practice and simulate a realistic game experience? It would be great if it's sturdy enough for outdoor use and has a design that prevents it from moving without needing extra weights."}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['SKLZ'], 'product': ['futsal goal that can enhance practice and simulate a realistic game experience', 'sturdy enough for outdoor use', 'design that prevents it from moving without needing extra weights']}}"}]} +{"conversations": [{"role": "user", "content": "Can you recommend some Pack'em brand kayak or canoe paddle clips to improve my water adventures?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': [\"Pack'em\"], 'product': ['kayak or canoe paddle clips to improve water adventures']}}"}]} +{"conversations": [{"role": "user", "content": "Does anyone know of a fantasy claw knife that can be securely strapped to my arm?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['knife'], 'product': ['fantasy claw knife that can be securely strapped to my arm']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a wrist wallet that can also be worn on the ankle and hold a small amount of cash and ID. Any suggestions?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['wrist wallet that can also be worn on the ankle', 'hold a small amount of cash and ID']}}"}]} +{"conversations": [{"role": "user", "content": "What set of bumper pool balls would best complement my 2 1/8-inch Empire USA American Snooker Ball Set?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['bumper pool balls', 'complement 2 1/8-inch Empire USA American Snooker Ball Set']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a chalk-free turkey call that can produce high-pitched, water-resistant cutts and yelps. Preferably from Flambeau Turkey brand. Any recommendations?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Flambeau Turkey'], 'product': ['chalk-free turkey call', 'produce high-pitched, water-resistant cutts and yelps']}}"}]} +{"conversations": [{"role": "user", "content": "Can you help me find a trailer bunk padding that is compatible with my CE Smith Trailer Roll Carpet Replacement Parts and Accessories for my Ski Boat?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['trailer bunk padding', 'compatible with CE Smith Trailer Roll Carpet Replacement Parts and Accessories for Ski Boat']}}"}]} +{"conversations": [{"role": "user", "content": "Could you recommend a two-piece wetsuit, featuring waist-high pants and a jacket, that accurately fits according to the provided size chart?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['wetsuit'], 'product': ['two-piece wetsuit', 'waist-high pants', 'jacket', 'accurately fits according to the provided size chart']}}"}]} +{"conversations": [{"role": "user", "content": "Can you suggest a flexible silicone camouflage stencil that could effectively conceal my rifle?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['flexible silicone camouflage stencil', 'effectively conceal my rifle']}}"}]} +{"conversations": [{"role": "user", "content": "What are some recommended bat knob cuffs for the Muhl Tech Advanced Skills Batting Tee that are easy to install?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['bat knob cuffs', 'Muhl Tech Advanced Skills Batting Tee', 'easy to install']}}"}]} +{"conversations": [{"role": "user", "content": "Is there a high-quality fishing hook that would pair well with my Lazer Sharp L038F-8 Salmon Egg Up Eye 1 Slice Hook, 50 Piece (Gold)? It should also be large enough to accommodate live bait or longer worms. Any recommendations?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['high-quality fishing hook', 'pair well with Lazer Sharp L038F-8 Salmon Egg Up Eye 1 Slice Hook, 50 Piece (Gold)', 'large enough to accommodate live bait or longer worms']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any leader loops produced by CRTLND that you would recommend?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['CRTLND'], 'product': ['leader loops produced by CRTLND']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for lightweight, high-speed crossbow arrows for Reverse Draw or other crossbows with shorter powerstrokes. Any suggestions?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['crossbow arrows'], 'product': ['lightweight', 'high-speed', 'for Reverse Draw or other crossbows with shorter powerstrokes']}}"}]} +{"conversations": [{"role": "user", "content": "Can you find USAMZ909 tactical gloves with a discreet nylon loop attached to the cuff for me?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['USAMZ909 tactical gloves with a discreet nylon loop attached to the cuff']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a lightweight, around 5 ounces, t-shirt that would make a perfect gift for a new dad. Any suggestions?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['t-shirt'], 'product': ['lightweight, around 5 ounces', 'perfect gift for a new dad']}}"}]} +{"conversations": [{"role": "user", "content": "Where can I find a medium-sized military football jersey of high quality, with chest and shoulder measurements of around 23 inches and a length of approximately 34 inches?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['football jersey'], 'product': ['medium-sized military football jersey of high quality', 'chest and shoulder measurements of around 23 inches', 'length of approximately 34 inches']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a double camping hammock from inweie that is compact and can fit into a small bag. Preferably, it should measure around 10 feet long and 6 feet 7 inches wide. No need for plush or ultra-soft fabric."}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['inweie'], 'product': ['double camping hammock', 'compact', 'fit into a small bag', '10 feet long', '6 feet 7 inches wide', 'no plush or ultra-soft fabric']}}"}]} +{"conversations": [{"role": "user", "content": "What are some affordably priced, high-quality Butler Creek slings for shotguns?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Butler Creek'], 'product': ['affordably priced, high-quality slings for shotguns']}}"}]} +{"conversations": [{"role": "user", "content": "Can you suggest any humorous Michigan football fan t-shirts with a great fit?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['t-shirts'], 'product': ['humorous Michigan football fan t-shirts with a great fit']}}"}]} +{"conversations": [{"role": "user", "content": "SubGear snorkel suitable for free diving and as backup equipment that retains its original shape well after deformation"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['SubGear'], 'product': ['snorkel suitable for free diving', 'backup equipment', 'retains its original shape well after deformation']}}"}]} +{"conversations": [{"role": "user", "content": "What are the best socks for skateboarding that can also keep my feet warm and dry?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['socks'], 'product': ['best socks for skateboarding', 'keep my feet warm and dry']}}"}]} +{"conversations": [{"role": "user", "content": "Where can I find a Latigo leather belt with a nickel-plated solid-brass buckle?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['Latigo leather belt with a nickel-plated solid-brass buckle']}}"}]} +{"conversations": [{"role": "user", "content": "Can you recommend POC brand skiing goggles that have an anti-scratch and anti-fog coating and provide a wide field of vision?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['POC'], 'product': ['skiing goggles with anti-scratch and anti-fog coating', 'wide field of vision']}}"}]} +{"conversations": [{"role": "user", "content": "What are some Chicago Blackhawks-themed fleece throws from The Northwest Company that are good for cooler nights?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['The Northwest Company'], 'product': ['Chicago Blackhawks-themed fleece throws', 'good for cooler nights']}}"}]} +{"conversations": [{"role": "user", "content": "What are the best polymer chargers for Swiss straight pull rifles that I can use for my upcoming battle rifle competition? Previously, I've used the Made in USSR Original Soviet Russian army 91/30 Mosin Nagant Rifle Sling which I was pleased with. Are there any recommended products that are frequently purchased along with it?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['polymer chargers for Swiss straight pull rifles', 'upcoming battle rifle competition', 'frequently purchased along with the Made in USSR Original Soviet Russian army 91/30 Mosin Nagant Rifle Sling']}}"}]} +{"conversations": [{"role": "user", "content": "What are some moon clips that pair well with a newly purchased Smith & Wesson N Frame Round Butt Grips for my revolver?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['moon clips', 'pair well with a newly purchased Smith & Wesson N Frame Round Butt Grips for my revolver']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for an oval belt buckle with a vintage appeal, made from high quality materials for guaranteed longevity."}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['oval belt buckle with a vintage appeal', 'made from high quality materials', 'guaranteed longevity']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a Reebok heart rate monitor with a chest strap. Any suggestions?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Reebok'], 'product': ['heart rate monitor with a chest strap']}}"}]} +{"conversations": [{"role": "user", "content": "What's a safe launch ramp for frequent use by kids and their friends with the Razor Dirt Rocket SX500 McGrath Electric Motocross Bike?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['safe launch ramp for frequent use by kids and their friends', 'Razor Dirt Rocket SX500 McGrath Electric Motocross Bike']}}"}]} +{"conversations": [{"role": "user", "content": "Is there a bike trailer available with expandable CTS carrier capabilities and ample storage? I need it to have a large cargo space at the back, a mesh pocket, and a simple, easy folding feature possibly using an ezFold system."}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['bike trailer with expandable CTS carrier capabilities', 'ample storage', 'large cargo space at the back', 'mesh pocket', 'simple, easy folding feature', 'ezFold system']}}"}]} +{"conversations": [{"role": "user", "content": "Can I find a heat-treated longboard truck and wheel set similar in aesthetics or compatibility to the Paris 180mm V2 Amanda Powell Longboard Trucks with 70mm Gel Green Wheels or the Longboard Skateboard Trucks Combo Set 70mm Bigfoot Pathfinder Wheels with Silver Trucks, Bearings, and Hardware Package?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['heat-treated longboard truck and wheel set', 'similar in aesthetics or compatibility to the Paris 180mm V2 Amanda Powell Longboard Trucks with 70mm Gel Green Wheels', 'similar in aesthetics or compatibility to the Longboard Skateboard Trucks Combo Set 70mm Bigfoot Pathfinder Wheels with Silver Trucks, Bearings, and Hardware Package']}}"}]} +{"conversations": [{"role": "user", "content": "Can anyone recommend neck seals that are compatible and fit properly with my Typhoon brand dry suit? The ones I am looking for should offer a tailored fit and use the same latex seal as the original. I'm struggling with my current seals, they don't seem to integrate well with my suit."}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Typhoon'], 'product': ['neck seals compatible with Typhoon brand dry suit', 'tailored fit', 'same latex seal as the original', 'integrate well with the suit']}}"}]} +{"conversations": [{"role": "user", "content": "Where can I find Wipe-Outs brand portable chain cleaning wipes that are individually wrapped and capable of removing deep-set grime?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Wipe-Outs'], 'product': ['portable chain cleaning wipes that are individually wrapped and capable of removing deep-set grime']}}"}]} +{"conversations": [{"role": "user", "content": "Is there an NFL Denver Broncos collector's license plate available for wall mounting?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': [\"collector's license plate\"], 'product': [\"NFL Denver Broncos collector's license plate available for wall mounting\"]}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a portable emergency air supply with balanced buoyancy similar to Spare Air. Particularly interested in the Submersible Systems Spare Air Pack Nitrox 3.0 CF that can handle Nitrox up to 40% EAN. On top of that, compatibility with equipment such as the XS Scuba Standard Tank Carrier is essential. Any recommendations that meet these criteria?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['portable emergency air supply with balanced buoyancy similar to Spare Air', 'Submersible Systems Spare Air Pack Nitrox 3.0 CF', 'handle Nitrox up to 40% EAN', 'compatibility with equipment such as the XS Scuba Standard Tank Carrier']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for an Airhead portable gas range that securely holds pots and pans during use. Need one that is fuel-efficient for long camping trips, ideally consuming about 0.15 Kg of fuel per hour. Any suggestions?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Airhead'], 'product': ['portable gas range that securely holds pots and pans during use', 'fuel-efficient for long camping trips', 'consuming about 0.15 Kg of fuel per hour']}}"}]} +{"conversations": [{"role": "user", "content": "Can you help me locate a new NBA-related adidas beanie that could become my favorite one?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['adidas'], 'product': ['NBA-related beanie', 'new', 'favorite one']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a packable, lightweight climbing jacket for women with pockets for hand warmth during cold climbs. Any recommendations?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['climbing jacket'], 'product': ['packable', 'lightweight', 'for women', 'pockets for hand warmth during cold climbs']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a volleyball training machine similar to the SKLZ Hurricane Category 4 Batting Trainer. Must allow for direction adjustment and different types of shots like straight or seam. Any recommendations for a machine that helps with directed volleyball practice?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['volleyball training machine', 'similar to the SKLZ Hurricane Category 4 Batting Trainer', 'allow for direction adjustment', 'different types of shots like straight or seam', 'helps with directed volleyball practice']}}"}]} +{"conversations": [{"role": "user", "content": "Is there a stunning samurai katana sword that offers exceptional value and would pair well with a BladesUSA WS-8WX Wall Mount Sword Stand that features a Samurai Logo?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['stunning samurai katana sword', 'offers exceptional value', 'pair well with a BladesUSA WS-8WX Wall Mount Sword Stand that features a Samurai Logo']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a Brett Favre Jersey from Reebok to impress my friends at our football gatherings. Any recommendations?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Reebok'], 'product': ['Brett Favre Jersey', 'impress my friends at our football gatherings']}}"}]} +{"conversations": [{"role": "user", "content": "What's a durable adjustable wrestling knee pad that you would suggest?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['wrestling knee pad'], 'product': ['durable adjustable wrestling knee pad']}}"}]} +{"conversations": [{"role": "user", "content": "Can you suggest a wet suit repair adhesive that ensures a smooth, non-irritating finish and is completely water-resistant?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['wet suit repair adhesive', 'smooth, non-irritating finish', 'completely water-resistant']}}"}]} +{"conversations": [{"role": "user", "content": "Can you recommend a Tervis tumbler water bottle that's stylish, similar to the Tervis Xtra Green Knockout Water Bottle, 24 oz, Clear, and is capable of retaining ice for more than 5 hours?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['Tervis tumbler water bottle', 'stylish', 'similar to the Tervis Xtra Green Knockout Water Bottle, 24 oz, Clear', 'capable of retaining ice for more than 5 hours']}}"}]} +{"conversations": [{"role": "user", "content": "What's a reliable squash ball for singles play that performs well at room temperature and truly meets the specifications mentioned on its packaging?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['squash ball'], 'product': ['reliable for singles play', 'performs well at room temperature', 'meets the specifications mentioned on its packaging']}}"}]} +{"conversations": [{"role": "user", "content": "Where can I find a super soft, Crusher cloth toddler t-shirt? Preferably an imported product by a company that donates part of their profits to children in need."}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['super soft, Crusher cloth toddler t-shirt', 'imported', 'by a company that donates part of their profits to children in need']}}"}]} +{"conversations": [{"role": "user", "content": "What are some of Yakima's rooftop ski/snowboard carriers that come with a lifetime warranty, have an easy setup with universal mounting gear, can hold up to six pairs of skis or four snowboards, are constructed with durable materials, and don't need to be taken down when empty?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Yakima'], 'product': ['rooftop ski/snowboard carriers with a lifetime warranty', 'easy setup with universal mounting gear', 'hold up to six pairs of skis or four snowboards', 'constructed with durable materials', \"don't need to be taken down when empty\"]}}"}]} +{"conversations": [{"role": "user", "content": "What lightweight men's outdoor watches, having a casual look with a distinct logo and a white dial, are recommended especially from brands similar to Zippo?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['similar to Zippo'], 'product': [\"lightweight men's outdoor watches\", 'casual look', 'distinct logo', 'white dial']}}"}]} +{"conversations": [{"role": "user", "content": "What disc golf disc would complement my collection, which currently includes the Westside Discs Tournament Northman Distance Driver Golf Disc and the Westside Discs VIP Boatman Distance Driver Golf Disc?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['disc golf disc', 'complement my collection', 'Westside Discs Tournament Northman Distance Driver Golf Disc', 'Westside Discs VIP Boatman Distance Driver Golf Disc']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for recommendations on Santa Cruz skateboard decks. Does anyone have any suggestions? I'm particularly interested in the traditional circle motif, preferably in white, red, or yellow color schemes."}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Santa Cruz'], 'product': ['skateboard decks', 'traditional circle motif', 'white, red, or yellow color schemes']}}"}]} +{"conversations": [{"role": "user", "content": "What are some iPhone cases with snug fit, high protection, a glossy finish, and a comfortable hand feel?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['iPhone cases'], 'product': ['snug fit', 'high protection', 'glossy finish', 'comfortable hand feel']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a fiberglass surfboard fin set that offers a smooth ride over waves and features a unique, stylish design."}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['surfboard fin set'], 'product': ['fiberglass', 'smooth ride over waves', 'unique, stylish design']}}"}]} +{"conversations": [{"role": "user", "content": "What are some reliable handheld timers from Robic suitable for personal trainers?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Robic'], 'product': ['reliable handheld timers suitable for personal trainers']}}"}]} +{"conversations": [{"role": "user", "content": "Is the 2016 Panini FIFA 365 Stickers Factory Sealed Box available? My kids loved the 2016 Panini Copa America Centenario Sticker Box earlier, particularly the broad array of global soccer stars and the small amount of duplicate stickers. Looking for something similar that they'd equally enjoy."}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['2016 Panini FIFA 365 Stickers Factory Sealed Box', 'similar to 2016 Panini Copa America Centenario Sticker Box', 'broad array of global soccer stars', 'small amount of duplicate stickers']}}"}]} +{"conversations": [{"role": "user", "content": "Is there a flexible, extendable bite valve replacement hose available that features fast shipping and comes with antimicrobial treatment for clean drinking water?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['flexible, extendable bite valve replacement hose', 'fast shipping', 'antimicrobial treatment for clean drinking water']}}"}]} +{"conversations": [{"role": "user", "content": "What are some good options for snow goggle lenses with appealing colors that also provide full UV protection?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['snow goggle lenses'], 'product': ['appealing colors', 'full UV protection']}}"}]} +{"conversations": [{"role": "user", "content": "Where can I find a Richard Lionheart medieval shield that my wife would approve of?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['Richard Lionheart medieval shield', 'my wife would approve of']}}"}]} +{"conversations": [{"role": "user", "content": "Can you recommend a bike triangle bag similar to the LoHai-CF22? I'm not concerned about the size."}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['bike triangle bag', 'similar to the LoHai-CF22']}}"}]} +{"conversations": [{"role": "user", "content": "What's the best replacement vitals part for my River Bottom Intruder 3D target that is durable for crossbow usage? I need recommendations for parts that hold up well."}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['replacement vitals part for River Bottom Intruder 3D target', 'durable for crossbow usage', 'hold up well']}}"}]} +{"conversations": [{"role": "user", "content": "I really enjoyed eating the Mountain House Ice Cream Sandwich. Can you recommend another ice cream sandwich that provides a comparable flavor journey?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['Mountain House Ice Cream Sandwich', 'comparable flavor journey']}}"}]} +{"conversations": [{"role": "user", "content": "What are some men's swimwear options that could help me improve my swimming speed more than a regular swimsuit?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['swimwear'], 'product': [\"men's swimwear options that could help improve swimming speed more than a regular swimsuit\"]}}"}]} +{"conversations": [{"role": "user", "content": "Is there a bottle display case made in the USA that I can purchase for my existing collection? I'm not interested in cases that include extra memorabilia."}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['bottle display case made in the USA', 'for existing collection', 'not include extra memorabilia']}}"}]} +{"conversations": [{"role": "user", "content": "Can you recommend a riflescope made by Simmons?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Simmons'], 'product': ['riflescope']}}"}]} +{"conversations": [{"role": "user", "content": "What's a good recommendation for a gallon-sized First Priority brand mineral oil that could be used as an adjuvant in fertilizer or pest control treatments?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['First Priority'], 'product': ['gallon-sized mineral oil', 'used as an adjuvant in fertilizer or pest control treatments']}}"}]} +{"conversations": [{"role": "user", "content": "Can I find men's golf pants in bold, eye-catching colors similar to John Daly's style, preferably made from a comfortable cotton-spandex blend?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['golf pants'], 'product': [\"men's golf pants in bold, eye-catching colors similar to John Daly's style\", 'comfortable cotton-spandex blend']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a women's sports shirt that supports a charity such as breast cancer research, has excellent sweat-wicking properties, and pairs well with New Balance Women's Accelerate Capri Pants."}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['sports shirt'], 'product': [\"women's sports shirt that supports a charity such as breast cancer research\", 'excellent sweat-wicking properties', \"pairs well with New Balance Women's Accelerate Capri Pants\"]}}"}]} +{"conversations": [{"role": "user", "content": "Is there a hand-knitted winter hat with a unique design and ear flaps available on Amazon that also contributes to charitable causes for women?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['hand-knitted winter hat with a unique design and ear flaps', 'available on Amazon', 'contributes to charitable causes for women']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a high-quality, reasonably priced cycling jersey and shorts set with excellent stitching and padding for comfortable long-distance riding."}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['cycling jersey and shorts set'], 'product': ['high-quality', 'reasonably priced', 'excellent stitching', 'padding for comfortable long-distance riding']}}"}]} +{"conversations": [{"role": "user", "content": "Can you suggest a comfortable, stylish, and lightweight dress for girls with fully lined front that can be shipped within the U.S.?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['dress'], 'product': ['comfortable', 'stylish', 'lightweight', 'for girls', 'fully lined front', 'shipped within the U.S.']}}"}]} +{"conversations": [{"role": "user", "content": "Is there a Red Cup Pong beer pong table that includes a unique bottle opener feature?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Red Cup Pong'], 'product': ['beer pong table', 'includes a unique bottle opener feature']}}"}]} +{"conversations": [{"role": "user", "content": "What's the best outdoor croquet set for family gatherings that has hoops with ample space for the balls to go through?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['croquet set'], 'product': ['outdoor croquet set for family gatherings', 'hoops with ample space for the balls to go through']}}"}]} +{"conversations": [{"role": "user", "content": "What are some effective travel pole spears for spearfishing that can easily be used with the Scuba Choice Spearfishing Pole Spear Adaptor Male 8mm to Female 6mm?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['effective travel pole spears for spearfishing', 'easily be used with the Scuba Choice Spearfishing Pole Spear Adaptor Male 8mm to Female 6mm']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a durable phone case for an Apple iPhone 5G/5S, preferentially one made from high-impact materials. Also, interested in a case that features a light pink silicone lining."}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['durable phone case for an Apple iPhone 5G/5S', 'high-impact materials', 'light pink silicone lining']}}"}]} +{"conversations": [{"role": "user", "content": "What trout fly line is frequently purchased together with the Piscifun Braided Fly Line Backing in 20lb or 30lb?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['Piscifun Braided Fly Line Backing in 20lb or 30lb', 'trout fly line frequently purchased together']}}"}]} +{"conversations": [{"role": "user", "content": "What are some high-quality replacement casters for my son's shower chair that can enhance its maneuverability? Preferably, they should be made from medical-grade polymer plastics."}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['high-quality replacement casters for a shower chair', 'enhance maneuverability', 'made from medical-grade polymer plastics']}}"}]} +{"conversations": [{"role": "user", "content": "What are some recommended Pelican cases with rolling handles that would pair well with my current Pelican Storm iM2500 case without foam (black) and iM2500 Storm Carry On Case with foam Interior (black)?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Pelican'], 'product': ['cases with rolling handles', 'pair well with Pelican Storm iM2500 case without foam (black)', 'pair well with iM2500 Storm Carry On Case with foam Interior (black)']}}"}]} +{"conversations": [{"role": "user", "content": "Where can I find SGT KNOTS paracord zipper pulls that are approximately 3 feet long and made from high-quality US made paracord?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['SGT KNOTS'], 'product': ['paracord zipper pulls that are approximately 3 feet long', 'made from high-quality US made paracord']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a small, versatile Damascus tracker knife that measures about 5 inches. Doesn't really matter what kind of handle it has, but would prefer one that comes with a satisfaction guarantee and a full refund policy for any problems."}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['small, versatile Damascus tracker knife that measures about 5 inches', 'satisfaction guarantee', 'full refund policy for any problems']}}"}]} +{"conversations": [{"role": "user", "content": "Can you recommend a personal safety product suitable for use when traveling alone at night, possibly with a leather keychain for convenience and easy access?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['personal safety product'], 'product': ['suitable for use when traveling alone at night', 'possibly with a leather keychain for convenience and easy access']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a replacement boat hook that's compatible with the Davis 5141 Boat Hook Replacement Tip and can effortlessly attach to the pole of my existing brush, in order to simplify my cleaning and maintenance tasks."}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['replacement boat hook', 'compatible with the Davis 5141 Boat Hook Replacement Tip', 'effortlessly attach to the pole of my existing brush', 'simplify my cleaning and maintenance tasks']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a 24-inch duffle bag with dual side zip compartments, an ideal not too big or small size, a special compartment for wet and dry storage, and an additional inner pocket for valuables."}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['duffle bag'], 'product': ['24-inch duffle bag with dual side zip compartments', 'ideal not too big or small size', 'special compartment for wet and dry storage', 'additional inner pocket for valuables']}}"}]} +{"conversations": [{"role": "user", "content": "What is a durable, effective fishing net with features that prevent the mesh from wearing out quickly?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['durable, effective fishing net', 'features that prevent the mesh from wearing out quickly']}}"}]} +{"conversations": [{"role": "user", "content": "What are some Outerstuff brand NFL Minnesota Vikings retro v-neck t-shirts with a standout logo?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Outerstuff'], 'product': ['NFL Minnesota Vikings retro v-neck t-shirts with a standout logo']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for the ideal gift for a diehard Denver Broncos fan. Preferably a comforter set from the NFL with included shams that sport border details and a solid envelope closure. It's important that the set also has pillowcases that prominently display the team's emblem and name."}, {"role": "assistant", "content": "{'Metapath': 'category -> brand -> product', 'Restriction': {'category': ['comforter set'], 'brand': ['NFL'], 'product': ['comforter set with included shams that sport border details and a solid envelope closure', \"pillowcases that prominently display the team's emblem and name\", 'Denver Broncos fan']}}"}]} +{"conversations": [{"role": "user", "content": "Can you suggest a unique knife with bronze anodized components?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['unique knife with bronze anodized components']}}"}]} +{"conversations": [{"role": "user", "content": "What is the best Dumonde Tech bicycle chain lube recommended for use?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Dumonde Tech'], 'product': ['bicycle chain lube recommended for use']}}"}]} +{"conversations": [{"role": "user", "content": "Can you recommend a lightweight stainless steel men's watch, ideally with a shipping weight of around 12.8 ounces? I'm looking for one that sits comfortably on the wrist and features a scratch-resistant hardlex crystal."}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': [\"men's watch\"], 'product': ['lightweight stainless steel', 'shipping weight of around 12.8 ounces', 'sits comfortably on the wrist', 'scratch-resistant hardlex crystal']}}"}]} +{"conversations": [{"role": "user", "content": "What are some alternatives to the BSN Short T-Nut (50 Pack), 1/8 for securing kids' helmets?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['alternatives to the BSN Short T-Nut (50 Pack), 1/8', \"securing kids' helmets\"]}}"}]} +{"conversations": [{"role": "user", "content": "Where can I find Deda Elementi brand handlebar tape for my bike?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Deda Elementi'], 'product': ['handlebar tape for bike']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any RIMABLE toddler kick scooters with 3 LED light-up wheels that you would suggest?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['RIMABLE'], 'product': ['toddler kick scooters with 3 LED light-up wheels']}}"}]} +{"conversations": [{"role": "user", "content": "Can you help me find a Prodigy disc golf midrange that weighs between 165 to 180 grams?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Prodigy'], 'product': ['disc golf midrange that weighs between 165 to 180 grams']}}"}]} +{"conversations": [{"role": "user", "content": "Is there a Hello Kitty themed swimming cap suitable for a 5-year-old?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['Hello Kitty themed swimming cap suitable for a 5-year-old']}}"}]} +{"conversations": [{"role": "user", "content": "Can you recommend a Jack Lambert framed memorabilia with some of his inspiring quotes?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['Jack Lambert framed memorabilia with some of his inspiring quotes']}}"}]} +{"conversations": [{"role": "user", "content": "Where can I find a treadmill walking belt with a user-friendly manual and installation instructions? I need it to refurbish my old treadmill without the need to buy a new one."}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['treadmill walking belt with a user-friendly manual and installation instructions', 'refurbish old treadmill without the need to buy a new one']}}"}]} +{"conversations": [{"role": "user", "content": "Where can I find a small, ultra-soft microfiber polyester tech towel by NCAA, roughly 4.5 x 6.5 inches in size?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['NCAA'], 'product': ['small, ultra-soft microfiber polyester tech towel', 'roughly 4.5 x 6.5 inches in size']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a Gametime collapsible chair with two cup holders and featuring team logos on both sides to represent while watching games. Any recommendations?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Gametime'], 'product': ['collapsible chair with two cup holders', 'featuring team logos on both sides']}}"}]} +{"conversations": [{"role": "user", "content": "Where can I find a titanium-crafted Phiten X50 necklace in size 18?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['titanium-crafted Phiten X50 necklace in size 18']}}"}]} +{"conversations": [{"role": "user", "content": "Is there a Lifeline brand fitness training belt that I can use to enhance my cardio and physical condition? Can I also attach resistance bands to it for stationary running?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Lifeline'], 'product': ['fitness training belt', 'enhance cardio and physical condition', 'attach resistance bands for stationary running']}}"}]} +{"conversations": [{"role": "user", "content": "Can you recommend a heavy-duty tricep bomber around 35 inches long suitable for Olympic-style training?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['tricep bomber'], 'product': ['heavy-duty tricep bomber around 35 inches long suitable for Olympic-style training']}}"}]} +{"conversations": [{"role": "user", "content": "Can you recommend a Milwaukee Electric Tools brand cordless hand warmer with an adjustable strap?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Milwaukee Electric Tools'], 'product': ['cordless hand warmer with an adjustable strap']}}"}]} +{"conversations": [{"role": "user", "content": "Could you recommend a versatile cone spanner suitable for all types of bicycles?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['cone spanner'], 'product': ['versatile cone spanner suitable for all types of bicycles']}}"}]} +{"conversations": [{"role": "user", "content": "What are some 35-inch golf putters with a clear insert for a softer touch that you recommend?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['golf putters'], 'product': ['35-inch golf putters with a clear insert for a softer touch']}}"}]} +{"conversations": [{"role": "user", "content": "Where can I find an officially licensed Oregon Ducks gift set for infants which includes a hat and booties? Preferably from Creative Knitwear or any other brand with accurate dimensions."}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Creative Knitwear', 'any other brand'], 'product': ['officially licensed Oregon Ducks gift set for infants which includes a hat and booties', 'accurate dimensions']}}"}]} +{"conversations": [{"role": "user", "content": "I need an advanced electric bicycle motor kit with features like cruise control that's also compatible with my Mighty Max Battery ML10-12 - 12V 10AH iZip i-750 36 volt Scooter Battery (Requires 3) - 3 Pack. Can you suggest any suitable kits?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['advanced electric bicycle motor kit with features like cruise control', 'compatible with Mighty Max Battery ML10-12 - 12V 10AH iZip i-750 36 volt Scooter Battery (Requires 3) - 3 Pack']}}"}]} +{"conversations": [{"role": "user", "content": "Can you suggest a trendy, well-made pencil skirt that isn't too long?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['pencil skirt'], 'product': ['trendy', 'well-made', \"isn't too long\"]}}"}]} +{"conversations": [{"role": "user", "content": "Are there any comfortable NHL themed underwear that can be worn throughout the day?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['underwear'], 'product': ['comfortable NHL themed underwear that can be worn throughout the day']}}"}]} +{"conversations": [{"role": "user", "content": "Is the Wordens 9581U-MSBP Mag Lip model an effective fishing lure? I'm looking for a Wordens lure that is particularly appealing to fish."}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['Wordens 9581U-MSBP Mag Lip model', 'effective fishing lure', 'Wordens lure particularly appealing to fish']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a women's hooded tunic with a stylish side slit and funnel-neck design. Need one that won't cause color transfer or staining on black leggings. Can you help?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['tunic'], 'product': [\"women's hooded tunic with a stylish side slit and funnel-neck design\", \"won't cause color transfer or staining on black leggings\"]}}"}]} +{"conversations": [{"role": "user", "content": "Can you suggest a popular Nike cap that showcases the unique history of the Gators?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Nike'], 'product': ['popular cap that showcases the unique history of the Gators']}}"}]} +{"conversations": [{"role": "user", "content": "I need a high-quality home fitness bike similar to the Marcy Club Revolution Indoor Cycle/Upright Exercise Bike JX-7038 that I previously used at the gym. Also, I want an exercise bike that pairs perfectly with the Spinning Rides: Las Vegas DVD that I recently saw at a friend's place."}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['high-quality home fitness bike', 'similar to the Marcy Club Revolution Indoor Cycle/Upright Exercise Bike JX-7038', 'pairs perfectly with the Spinning Rides: Las Vegas DVD']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for premium handgun grips equivalent to or that share the same style as the Hogue 02211 Walther PPK Grips, Goncalo Alves, Checkered. Which are considered the best in the market?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['premium handgun grips', 'equivalent to or share the same style as the Hogue 02211 Walther PPK Grips, Goncalo Alves, Checkered', 'best in the market']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any visually appealing limb bands from the PSE brand that can enhance the look of my bow?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['PSE'], 'product': ['visually appealing limb bands', 'enhance the look of my bow']}}"}]} +{"conversations": [{"role": "user", "content": "Is there a Johnny Manziel Texas A&M Aggies bobblehead doll available that rivals the popularity of Tim Tebow? Ideally, it should be a unique item from Carroll's Sports Cove and about 8 inches tall. Can you provide information on something like this?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': [\"Carroll's Sports Cove\"], 'product': ['Johnny Manziel Texas A&M Aggies bobblehead doll', 'rivals the popularity of Tim Tebow', 'unique item', 'about 8 inches tall']}}"}]} +{"conversations": [{"role": "user", "content": "What's a durable and lightweight climbing cam that can work well with my FrictionLabs Magic Reusable Chalk Sphere, 2.2 Ounce? Please recommend something apart from DMM."}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['durable and lightweight climbing cam', 'work well with FrictionLabs Magic Reusable Chalk Sphere, 2.2 Ounce', 'apart from DMM']}}"}]} +{"conversations": [{"role": "user", "content": "What are the best Gorilla Strength barbell collars that would fit well and work efficiently with my Cap Barbell Solid 20-Inch Dumbbell Handle? I'm in search of high-quality and effective fitness equipment."}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Gorilla Strength'], 'product': ['barbell collars that would fit well and work efficiently with Cap Barbell Solid 20-Inch Dumbbell Handle', 'high-quality and effective fitness equipment']}}"}]} +{"conversations": [{"role": "user", "content": "What are some affordable and accurate LED electronic paintball guns with good power?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['paintball guns'], 'product': ['affordable and accurate LED electronic paintball guns with good power']}}"}]} +{"conversations": [{"role": "user", "content": "Can you help me find a lightweight, durable Under Armour running jacket for women? Ideally, it should have a translucent woven layer for some extra protection against weather conditions."}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Under Armour'], 'product': ['lightweight, durable running jacket for women', 'translucent woven layer for extra protection against weather conditions']}}"}]} +{"conversations": [{"role": "user", "content": "What are some cute design options for women's capri leggings from Zumba made of polyester and spandex?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product <- category', 'Restriction': {'brand': ['Zumba'], 'category': ['capri leggings'], 'product': [\"cute design options for women's capri leggings\", 'made of polyester and spandex']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for Fin Strike fishing hooks suitable for catching fish up to 30 pounds. Any suggestions?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Fin Strike'], 'product': ['fishing hooks suitable for catching fish up to 30 pounds']}}"}]} +{"conversations": [{"role": "user", "content": "What's a good folding axe that's convenient for car emergencies, preferably something that complements my Schrade SCHSP1 stainless steel phantom spear, which I frequently use for camping and hiking?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['a good folding axe', 'convenient for car emergencies', 'complements my Schrade SCHSP1 stainless steel phantom spear', 'frequently use for camping and hiking']}}"}]} +{"conversations": [{"role": "user", "content": "Could my grandchildren enjoy the ESPN Premium 2-player Basketball Game with Authentic Clear Backboard as much as they did with the Franklin Sports Over The Door Mini Basketball Hoop with Rebounder and Automatic Ball Return? We're after a stimulating indoor basketball game that combines physical activity and fun. Are there any other products like this that you could suggest?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['ESPN Premium 2-player Basketball Game with Authentic Clear Backboard', 'Franklin Sports Over The Door Mini Basketball Hoop with Rebounder and Automatic Ball Return', 'stimulating indoor basketball game that combines physical activity and fun']}}"}]} +{"conversations": [{"role": "user", "content": "Can you suggest a triangle-shaped pet collar bandana that's both stylish and comfortable for my pet?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['triangle-shaped pet collar bandana', 'stylish', 'comfortable']}}"}]} +{"conversations": [{"role": "user", "content": "Searching for extra long handlebars for downhill biking that provide stability. Are there options available made from 6061-T6 aluminum alloy for enhanced durability?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['handlebars'], 'product': ['extra long handlebars for downhill biking', 'provide stability', 'made from 6061-T6 aluminum alloy for enhanced durability']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a unisex newsboy cap that weighs around 10.6 ounces for shipping and has a vintage design from around 2014. Also, prefer it to be composed of polyester corduroy. Any recommendations?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['unisex newsboy cap', 'weighs around 10.6 ounces for shipping', 'vintage design from around 2014', 'composed of polyester corduroy']}}"}]} +{"conversations": [{"role": "user", "content": "Is there a carbon fiber paintball gun barrel that can withstand the weight of a car, offers accurate paintball projection, and operates with minimal noise? Can I have some recommendations?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['carbon fiber paintball gun barrel', 'withstand the weight of a car', 'accurate paintball projection', 'operates with minimal noise']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a golf tee bag that measures approximately 4.5 x 5.5 inches."}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['golf tee bag that measures approximately 4.5 x 5.5 inches']}}"}]} +{"conversations": [{"role": "user", "content": "What are some tandem bodyboards that are suitable for parent-child duo riding?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['bodyboards'], 'product': ['tandem bodyboards suitable for parent-child duo riding']}}"}]} +{"conversations": [{"role": "user", "content": "Can you suggest an Adidas Venezuela national soccer team jersey that's safe to wash in cool temperatures?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Adidas'], 'product': ['Venezuela national soccer team jersey', 'safe to wash in cool temperatures']}}"}]} +{"conversations": [{"role": "user", "content": "Can you help me find a high-quality golf cart flag that comes with an EZ On & Off Bottom Bracket? It would be great if it's typically paired with the SSP Flags USA Golf Cart Flag. What options do I have for this flag and its pole?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['high-quality golf cart flag', 'EZ On & Off Bottom Bracket', 'typically paired with the SSP Flags USA Golf Cart Flag', 'flag and its pole']}}"}]} +{"conversations": [{"role": "user", "content": "Is there a small, charming animal water bottle with polka dot details available from the Lixit brand? We are big fans of their products."}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Lixit'], 'product': ['small, charming animal water bottle with polka dot details']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a universal ball joint kit compatible with a 3300/33C device. Can anyone suggest one?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['universal ball joint kit', 'compatible with a 3300/33C device']}}"}]} +{"conversations": [{"role": "user", "content": "What are some good sight options for a Remington shotgun with a green front night vision feature? I enjoyed using the Trijicon 3 Dot Front And Ghost Ring Rear Night Sight Set previously and I'm looking for something similar. I prefer sights that facilitate quick, instinctive shooting. However, it's crucial that the product is available for purchase outside of California. Any suggestions?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['good sight options for a Remington shotgun with a green front night vision feature', 'similar to the Trijicon 3 Dot Front And Ghost Ring Rear Night Sight Set', 'facilitate quick, instinctive shooting', 'available for purchase outside of California']}}"}]} +{"conversations": [{"role": "user", "content": "Can you suggest a few finely detailed NFL Philadelphia Eagles themed pillows made by Sports Coverage?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Sports Coverage'], 'product': ['finely detailed NFL Philadelphia Eagles themed pillows']}}"}]} +{"conversations": [{"role": "user", "content": "Is there a high-quality ATV cover, ideally made of terylene, available from THG Automotive Automobile Motor Vehicle Cover?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['THG Automotive Automobile Motor Vehicle Cover'], 'product': ['high-quality ATV cover', 'made of terylene']}}"}]} +{"conversations": [{"role": "user", "content": "Can you help me find a black water polo suit with an easy return policy?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['water polo suit'], 'product': ['black water polo suit with an easy return policy']}}"}]} +{"conversations": [{"role": "user", "content": "Can you suggest a durable golf hat with a superior interior finish that pairs well with top-grade used golf balls, particularly the 24-set Titleist Pro V1?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['durable golf hat with a superior interior finish', 'pairs well with top-grade used golf balls', '24-set Titleist Pro V1']}}"}]} +{"conversations": [{"role": "user", "content": "Is there an adjustable tubular bandage available that can fit various arm sizes and is made of soft, high-quality material?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['adjustable tubular bandage', 'fit various arm sizes', 'made of soft, high-quality material']}}"}]} +{"conversations": [{"role": "user", "content": "What's a compatible seatpost binder bolt for the Wheels Manufacturing Wheels Growler Seat Binder Bolt that offers a high-quality, chip-resistant chrome finish?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['compatible seatpost binder bolt', 'Wheels Manufacturing Wheels Growler Seat Binder Bolt', 'high-quality, chip-resistant chrome finish']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a durable polyester Dallas Cowboys flag suitable for both indoor and outdoor use as well as tailgate parties, any suggestions? Weight is not a primary concern."}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['flag'], 'product': ['durable polyester Dallas Cowboys flag suitable for both indoor and outdoor use', 'tailgate parties']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a AERO|TECH|DESIGNS cycling jersey that provides extra comfort while biking. Any suggestions?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['AERO|TECH|DESIGNS'], 'product': ['cycling jersey that provides extra comfort while biking']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any 4.5 inches paracord accessories available from the brand Paracord 550 Bracelets?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Paracord 550 Bracelets'], 'product': ['4.5 inches paracord accessories']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for recommendations on a premium sterling silver bead charm compatible with a European charm bracelet. My spouse loved the previous one. However, this time, I'm particularly interested in a charm that has a durable and detailed enamel finish."}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['premium sterling silver bead charm', 'compatible with a European charm bracelet', 'durable and detailed enamel finish']}}"}]} +{"conversations": [{"role": "user", "content": "What are some well-reviewed window decals that are frequently bought together with the Georgia Bulldogs Auto Decals?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['well-reviewed window decals', 'frequently bought together with the Georgia Bulldogs Auto Decals']}}"}]} +{"conversations": [{"role": "user", "content": "Can you suggest a light-up juggling beanbag with twelve white panels that offers a comfortable juggling experience?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['light-up juggling beanbag with twelve white panels', 'comfortable juggling experience']}}"}]} +{"conversations": [{"role": "user", "content": "What's a good men's cycling tank made from polyester that's effective at moisture wicking? I'm not worried about the length."}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['cycling tank'], 'product': [\"men's cycling tank made from polyester\", 'effective at moisture wicking']}}"}]} +{"conversations": [{"role": "user", "content": "Does Alpine offer any authentic chicken-flavored freeze-dried chicken that doesn't have a rubbery texture?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Alpine'], 'product': ['authentic chicken-flavored freeze-dried chicken', \"doesn't have a rubbery texture\"]}}"}]} +{"conversations": [{"role": "user", "content": "Is there a stylish and eco-friendly paddle bag that you would suggest from Rareform?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Rareform'], 'product': ['stylish and eco-friendly paddle bag']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a set of decoys that's as easy to set up as the White Rock Decoys Snow Goose (Feeder) 12 Pack - SGF. Can you suggest the Sillosocks Juvy Snow Goose Decoys, 12-Pack edition or something similar?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['a set of decoys', 'easy to set up as the White Rock Decoys Snow Goose (Feeder) 12 Pack - SGF', 'Sillosocks Juvy Snow Goose Decoys, 12-Pack edition or something similar']}}"}]} +{"conversations": [{"role": "user", "content": "Can you suggest any backpacks that are made purely of Nylon?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['backpacks'], 'product': ['made purely of Nylon']}}"}]} +{"conversations": [{"role": "user", "content": "What's the best outdoor training toe board made from high-quality, weather-resistant wood? Please note, I'm only interested in exact matches for these specifications."}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['toe board'], 'product': ['outdoor training toe board made from high-quality, weather-resistant wood']}}"}]} +{"conversations": [{"role": "user", "content": "Where can I find a sturdy, high-quality Heavy Denier Nylon cell phone case with a bottle carrier?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['sturdy, high-quality Heavy Denier Nylon cell phone case with a bottle carrier']}}"}]} +{"conversations": [{"role": "user", "content": "What are some affordable, compact, and reliable flashlights similar to the Cyclops 100 Lumen Tactical Flashlight in black? I'm open to suggestions."}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['affordable, compact, and reliable flashlights', 'similar to the Cyclops 100 Lumen Tactical Flashlight in black']}}"}]} +{"conversations": [{"role": "user", "content": "Does Amazon offer men's hoodies with contrasting color schemes, especially around the hood and sleeves, featuring raglan style sleeves?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product <- category', 'Restriction': {'brand': ['Amazon'], 'category': ['hoodies'], 'product': [\"men's hoodies with contrasting color schemes\", 'contrasting color schemes around the hood and sleeves', 'raglan style sleeves']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for vibrant NFL-themed stickers with 12 unique characters for decorating purposes. Any suggestions?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['stickers'], 'product': ['vibrant NFL-themed stickers with 12 unique characters for decorating purposes']}}"}]} +{"conversations": [{"role": "user", "content": "What are some highly cushioned running socks that can be compactly stored, similar to a product that's about 1 cubic inch in size?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['running socks'], 'product': ['highly cushioned running socks', 'compactly stored', 'about 1 cubic inch in size']}}"}]} +{"conversations": [{"role": "user", "content": "Where can I find an officially licensed Arizona Cardinals Property T-shirt for adults?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['officially licensed Arizona Cardinals Property T-shirt for adults']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any easy-to-install pearl grips for a 1911 handgun? Ideally, they should be compatible or similar in style to the Garrison Grip 1911 Colt Full Size and Clones with US Navy Medallion Set in Light Ivory Polymer Grips (GR6) that I currently own."}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['easy-to-install pearl grips for a 1911 handgun', 'compatible or similar in style to the Garrison Grip 1911 Colt Full Size and Clones with US Navy Medallion Set in Light Ivory Polymer Grips (GR6)']}}"}]} +{"conversations": [{"role": "user", "content": "Is there a high-quality American Tourister rolling tote in a beautiful deep red color made from sturdy AT Polyester material available?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['American Tourister'], 'product': ['high-quality rolling tote in a beautiful deep red color made from sturdy AT Polyester material']}}"}]} +{"conversations": [{"role": "user", "content": "Is there a Sowerwine Golf Solutions golf swing glove available with a plastic swivel-plate feature for improved wrist control and swing perfection?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Sowerwine Golf Solutions'], 'product': ['golf swing glove with a plastic swivel-plate feature for improved wrist control and swing perfection']}}"}]} +{"conversations": [{"role": "user", "content": "What are some gentle training horse bits from Classic Equine suitable for an already obedient horse?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Classic Equine'], 'product': ['gentle training horse bits', 'suitable for an already obedient horse']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a comfortable, ambidextrous hip holster to accommodate a 3.8-inch compact pistol. Preferably one recommended for everyday wear."}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['hip holster'], 'product': ['comfortable', 'ambidextrous', 'accommodate a 3.8-inch compact pistol', 'recommended for everyday wear']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for GORE WEAR bike gloves with easy-to-adjust velcro for a customizable fit."}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['GORE WEAR'], 'product': ['bike gloves with easy-to-adjust velcro for a customizable fit']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a comfortable Pearl iZUMi cycling liner that offers high quality and comes in sizes larger than extra small. Any suggestions?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Pearl iZUMi'], 'product': ['comfortable cycling liner', 'high quality', 'sizes larger than extra small']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a similar product to the Brown Right Handed Tooled Leather Gun Holster - Long Barrel from Country Western USA. What are some alternatives from their other collections?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['Brown Right Handed Tooled Leather Gun Holster - Long Barrel from Country Western USA', 'alternatives from their other collections']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a sturdy manual card shuffler with a steel body, ideally in a sleek grey color. Not concerned about noise levels or the efficiency of the shuffle."}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['sturdy manual card shuffler with a steel body', 'sleek grey color']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for affordable and stylish surfboard nose cone protection kits by Ding All. Any suggestions?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Ding All'], 'product': ['affordable and stylish surfboard nose cone protection kits by Ding All']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a high-performance Truvativ bike chainring that pairs well with my recently purchased SRAM XX Mountain Bike Chainring - 80mm BCD. Any suggestions?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product -> product', 'Restriction': {'brand': ['Truvativ'], 'product': ['high-performance bike chainring', 'pairs well with SRAM XX Mountain Bike Chainring - 80mm BCD']}}"}]} +{"conversations": [{"role": "user", "content": "What are some USA-made skateboard decks with a modern curve and tip design?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['USA-made skateboard decks with a modern curve and tip design']}}"}]} +{"conversations": [{"role": "user", "content": "Can you suggest a playground ball that complements the GoSports Official Kickball with Pump (2 Pack), 10? Preferably, I'd like it in a vibrant fluorescent green color."}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['a playground ball', 'complements the GoSports Official Kickball with Pump (2 Pack), 10', 'vibrant fluorescent green color']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for Burton women's snowboard boots with an EST outsole for better feedback. Preferably, they should have a looser fit as previous pairs have tended to run small."}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Burton'], 'product': [\"women's snowboard boots with an EST outsole for better feedback\", 'looser fit', 'previous pairs have tended to run small']}}"}]} +{"conversations": [{"role": "user", "content": "Could you recommend a fishing reel with a noticeable spool click sound for audial signalling? Ideally, it should pair well with a PENN Fathom Level Wind which I use regularly."}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['fishing reel with a noticeable spool click sound for audial signalling', 'pair well with a PENN Fathom Level Wind']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a quick-install set of fiberglass ramp fins, preferably from Ronix due to their high-quality products. Any recommendations?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Ronix'], 'product': ['quick-install set of fiberglass ramp fins', 'high-quality products']}}"}]} +{"conversations": [{"role": "user", "content": "Is there an Emgo shift lever that fits a Kawasaki KX250?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Emgo'], 'product': ['shift lever that fits a Kawasaki KX250']}}"}]} +{"conversations": [{"role": "user", "content": "Can you recommend a toddler tailgate chair that includes a water-resistant bag for simple transportation?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['toddler tailgate chair', 'includes a water-resistant bag for simple transportation']}}"}]} +{"conversations": [{"role": "user", "content": "Can I find a Knights Templar Dagger with an intricate design on the scabbard, pommel, handle, and guard, authentic looks enhanced with gold chains linking the top and bottom metallic designs?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['Knights Templar Dagger with an intricate design on the scabbard, pommel, handle, and guard', 'authentic looks enhanced with gold chains linking the top and bottom metallic designs']}}"}]} +{"conversations": [{"role": "user", "content": "Can you recommend a stylish backpack featuring Mississippi State University branding for a gift to my friend who's a fan?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Mississippi State University'], 'product': ['stylish backpack featuring Mississippi State University branding', 'gift for a fan']}}"}]} +{"conversations": [{"role": "user", "content": "Where can I find an official Cleveland Indians flag approved by Major League Baseball and Wincraft, Inc? We just got the MLB Cleveland Indians Heritage Banner and want to expand our collection. Any recommended products?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Wincraft, Inc'], 'product': ['official Cleveland Indians flag approved by Major League Baseball', 'MLB Cleveland Indians Heritage Banner']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for PreSox knee-high sports socks with grip-enhancing rubber elements at the bottom. They should be warm for winter and have a fashionable design."}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['PreSox'], 'product': ['knee-high sports socks with grip-enhancing rubber elements at the bottom', 'warm for winter', 'fashionable design']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a top-tier SKS rifle compatible scope rail mount that features see-through capabilities for utilizing the original iron sights. Ideally, it should offer an enhanced field of view and quick iron sight acquisition. Additionally, a mount that meshes well with the Ultimate Arms Gear UAG-MWS38529 Mag Wraps Decal Skin Kit is desirable."}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['top-tier SKS rifle compatible scope rail mount', 'see-through capabilities for utilizing the original iron sights', 'enhanced field of view', 'quick iron sight acquisition', 'meshes well with the Ultimate Arms Gear UAG-MWS38529 Mag Wraps Decal Skin Kit']}}"}]} +{"conversations": [{"role": "user", "content": "Is there a softball bat taper available with a wider through-hole for easy attachment and detachment?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['softball bat taper'], 'product': ['wider through-hole for easy attachment and detachment']}}"}]} +{"conversations": [{"role": "user", "content": "What are some recommended replacements for worn-out golf shoe spike cleaners that would be compatible and easily adaptable for E-Z-GO TXT Vehicles and other golf carts?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['worn-out golf shoe spike cleaners', 'compatible and easily adaptable for E-Z-GO TXT Vehicles and other golf carts']}}"}]} +{"conversations": [{"role": "user", "content": "Is there a ski boot bag from BAGS USA that can accommodate two pairs of boots and has extra space for additional gear?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['BAGS USA'], 'product': ['ski boot bag that can accommodate two pairs of boots', 'extra space for additional gear']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a comfortable and well-padded pair of DreaMall soccer socks. Preferably, they should have a layer of combed towel cotton at the bottom for impact absorption during play. Can you suggest a pair that meets these specifications?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['DreaMall'], 'product': ['comfortable and well-padded pair of soccer socks', 'layer of combed towel cotton at the bottom for impact absorption during play']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for recommendations for a black, vintage-style cap with a mesh design."}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['cap'], 'product': ['black, vintage-style cap with a mesh design']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any long-time popular infant NFL jerseys with easy diaper changing features and screen-printed player details available?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['infant NFL jerseys'], 'product': ['long-time popular', 'easy diaper changing features', 'screen-printed player details']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a decal of Washington State University Cougars with a cutout design following the logo's shape and showcasing bright team colors. It should pair well with my recently purchased WinCraft Washington State Cougars Official NCAA 4 inch x 6 inch Car Window Cling Decal by 217936. Any recommendations?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': [\"a decal of Washington State University Cougars with a cutout design following the logo's shape and showcasing bright team colors\", 'pair well with my recently purchased WinCraft Washington State Cougars Official NCAA 4 inch x 6 inch Car Window Cling Decal by 217936']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any bicycle grips similar to Alex Kennedy's signature style or the Cult Vans Grips in Gum color that you would recommend?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['bicycle grips', \"similar to Alex Kennedy's signature style\", 'similar to the Cult Vans Grips in Gum color']}}"}]} +{"conversations": [{"role": "user", "content": "What hockey sticker collection would you recommend for kids that encourages completing the album fast and makes the process of collecting stickers more exciting?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['hockey sticker collection'], 'product': ['for kids', 'encourages completing the album fast', 'makes the process of collecting stickers more exciting']}}"}]} +{"conversations": [{"role": "user", "content": "What are some highly rated custom handmade Damascus steel hunting knives with a 5mm thick blade and high quality file work?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['highly rated custom handmade Damascus steel hunting knives with a 5mm thick blade and high quality file work']}}"}]} +{"conversations": [{"role": "user", "content": "Can you help me find a standard set of dart flights, preferably a pack of 3, with incredible Harley-inspired graphics?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['standard set of dart flights', 'pack of 3', 'incredible Harley-inspired graphics']}}"}]} +{"conversations": [{"role": "user", "content": "Is there a foliage green Cetacea Quick Disconnect Sling Attachment that works with all kinds of slings with side-release disconnect clips available?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['foliage green Cetacea Quick Disconnect Sling Attachment', 'works with all kinds of slings with side-release disconnect clips']}}"}]} +{"conversations": [{"role": "user", "content": "Can you help me find an officially licensed adidas Miami Heat NBA t-shirt that's stylish and tagless in the collar?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['adidas'], 'product': ['officially licensed Miami Heat NBA t-shirt', 'stylish', 'tagless in the collar']}}"}]} +{"conversations": [{"role": "user", "content": "Where can I find an affordable NHL practice jersey with an embroidered team patch, mesh detailing on the sleeves, sides, and bottom, and vibrant team colors?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['NHL practice jersey'], 'product': ['affordable', 'embroidered team patch', 'mesh detailing on the sleeves, sides, and bottom', 'vibrant team colors']}}"}]} +{"conversations": [{"role": "user", "content": "What's the best catcher mitt using ultra-soft two-toned leather? I'm looking for one that doesn't need a long break-in period."}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['catcher mitt using ultra-soft two-toned leather', \"doesn't need a long break-in period\"]}}"}]} +{"conversations": [{"role": "user", "content": "Can you recommend a ceramic front-adjustable drag system spinning reel with a lightweight aluminium handle for a smooth cranking experience?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['ceramic front-adjustable drag system spinning reel', 'lightweight aluminium handle', 'smooth cranking experience']}}"}]} +{"conversations": [{"role": "user", "content": "What are some recommended Lyman front sights for firearms? I'm specifically looking for products from this brand."}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Lyman'], 'product': ['front sights for firearms']}}"}]} +{"conversations": [{"role": "user", "content": "I'm on the hunt for a twistboard that features bright, glowing wheels acceptable for my eight-year-old niece. She's a huge fan of the LED INLINE WHEELS 76mm 82a Skate Rollerblade Ripstik Luggage LIGHT UP 2-Pack w/ Bearings that we got her previously. Is there a twistboard that can be paired with these wheels to elevate her skating fun? Ideally, the board should support up to 200 pounds."}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['twistboard that features bright, glowing wheels', 'acceptable for eight-year-old', 'paired with LED INLINE WHEELS 76mm 82a Skate Rollerblade Ripstik Luggage LIGHT UP 2-Pack w/ Bearings', 'support up to 200 pounds']}}"}]} +{"conversations": [{"role": "user", "content": "Where can I find the Menthogen anti-itch scalp treatment set on Amazon?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['Menthogen anti-itch scalp treatment set on Amazon']}}"}]} +{"conversations": [{"role": "user", "content": "Where can I find a Tieguys bow tie featuring my favorite NFL team's logo? I've heard great reviews about their products."}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Tieguys'], 'product': [\"bow tie featuring my favorite NFL team's logo\"]}}"}]} +{"conversations": [{"role": "user", "content": "Can you help me find a US-made hockey puck display case with a capacity for 30 pucks and a black frame for room decoration?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['display case'], 'product': ['US-made hockey puck display case with a capacity for 30 pucks and a black frame for room decoration']}}"}]} +{"conversations": [{"role": "user", "content": "Can you recommend a soft air hand grenade by Fire Power?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Fire Power'], 'product': ['soft air hand grenade by Fire Power']}}"}]} +{"conversations": [{"role": "user", "content": "Can you recommend a durable Slater's 50/50 fishing pole reel with a long-lasting drag system?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': [\"Slater's 50/50\"], 'product': ['durable fishing pole reel with a long-lasting drag system']}}"}]} +{"conversations": [{"role": "user", "content": "Can you suggest some NFL team garden flags similar to the NFL Team Fan Flag, 31.5 x 47-inch that can be displayed both indoors and outdoors? I want to enhance my living room d\u00e9cor after my friends admired the one I put up during the last game."}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['garden flags'], 'product': ['NFL team garden flags similar to the NFL Team Fan Flag, 31.5 x 47-inch', 'displayed both indoors and outdoors', 'enhance living room d\u00e9cor']}}"}]} +{"conversations": [{"role": "user", "content": "What are some snow helmets that would pair well with the Bolle B-Kid Ski Helmet, Shiny Black Robots, 49-53cm in terms of design and style?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['snow helmets', 'pair well with the Bolle B-Kid Ski Helmet, Shiny Black Robots, 49-53cm', 'design and style']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for neoprene aerobic gloves that match well with both my Gold's Gym 3 lb Weighted Gloves, Pair and MaxxMMA Adjustable Weighted Gloves - Removable Weight 1 lb. x 2. Can you suggest any?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['neoprene aerobic gloves', \"match well with both my Gold's Gym 3 lb Weighted Gloves, Pair and MaxxMMA Adjustable Weighted Gloves - Removable Weight 1 lb. x 2\"]}}"}]} +{"conversations": [{"role": "user", "content": "What are some compatible bicycle tire liners for the Thorn Buster Inner Tube Protector that are durable for daily commuting?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['compatible bicycle tire liners for the Thorn Buster Inner Tube Protector', 'durable for daily commuting']}}"}]} +{"conversations": [{"role": "user", "content": "Where can I find an armband specifically made for a Samsung Galaxy S5?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['armband specifically made for a Samsung Galaxy S5']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a fast delivery on a darts case that can hold 2 sets of darts as well as a considerable number of flights and shafts. Can you assist?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['darts case that can hold 2 sets of darts', 'considerable number of flights and shafts', 'fast delivery']}}"}]} +{"conversations": [{"role": "user", "content": "Can you help me find a charming NFL antenna topper that fits securely into its base?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['antenna topper'], 'product': ['charming NFL antenna topper that fits securely into its base']}}"}]} +{"conversations": [{"role": "user", "content": "Could you recommend a black silk damask lace fan that would be ideal for belly dancing?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['black silk damask lace fan', 'ideal for belly dancing']}}"}]} +{"conversations": [{"role": "user", "content": "Can you find me silicone team spirit bracelets that are made in China?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['silicone team spirit bracelets', 'made in China']}}"}]} +{"conversations": [{"role": "user", "content": "What are some high-quality massage therapy balls with plenty of closely-packed bumps for deep muscle stimulation? I need something durable that won't easily wear out."}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['massage therapy balls'], 'product': ['high-quality', 'plenty of closely-packed bumps for deep muscle stimulation', 'durable', \"won't easily wear out\"]}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a Phiten Titanium Tornado Necklace that's approximately 22 inches long for my son who loves these types of necklaces. Could you recommend any?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['Phiten Titanium Tornado Necklace', 'approximately 22 inches long', 'for my son who loves these types of necklaces']}}"}]} +{"conversations": [{"role": "user", "content": "Searching for youth leg guards with a riveted hard shell shin plate and removable, washable inner liners. Previous leg guards caused discomfort to my child after heavy sweating."}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['leg guards'], 'product': ['youth leg guards with a riveted hard shell shin plate', 'removable, washable inner liners', 'discomfort after heavy sweating']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a BBCOR-compliant Rawlings baseball bat made from durable VELO alloy. It should have a high-quality construction and good pop, but grip durability isn't important."}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Rawlings'], 'product': ['BBCOR-compliant baseball bat made from durable VELO alloy', 'high-quality construction', 'good pop']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a durable 15-inch wide NFL car flag that can hold up in windy conditions."}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['car flag'], 'product': ['durable 15-inch wide NFL car flag', 'hold up in windy conditions']}}"}]} +{"conversations": [{"role": "user", "content": "Is there a durable solid steel ski rack that doesn't necessarily need to hold multiple pairs of skis or boots?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['durable solid steel ski rack', \"doesn't necessarily need to hold multiple pairs of skis or boots\"]}}"}]} +{"conversations": [{"role": "user", "content": "Does Seasoft manufacture dry-suit hoods suitable for diving in colder water and compatible with full face masks?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Seasoft'], 'product': ['dry-suit hoods suitable for diving in colder water', 'compatible with full face masks']}}"}]} +{"conversations": [{"role": "user", "content": "What's a reasonably priced, functional phone cover that fits the Samsung T959 VIBRANT from T-Mobile without the need for a holster or belt clip?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['reasonably priced, functional phone cover that fits the Samsung T959 VIBRANT from T-Mobile', 'without the need for a holster or belt clip']}}"}]} +{"conversations": [{"role": "user", "content": "What are some well-reviewed fishing landing nets from reputable sellers that could be a good addition to our EGO S2 Slider Large Landing Net which we greatly enjoyed using?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['well-reviewed fishing landing nets from reputable sellers', 'good addition to our EGO S2 Slider Large Landing Net', 'greatly enjoyed using']}}"}]} +{"conversations": [{"role": "user", "content": "I'm looking for men's snow pants with an adjustable waist, good breathability, and waterproof capabilities. Could they also have a noticeable logo and built-in snow leg gaiters?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['snow pants'], 'product': [\"men's snow pants with an adjustable waist\", 'good breathability', 'waterproof capabilities', 'noticeable logo', 'built-in snow leg gaiters']}}"}]} +{"conversations": [{"role": "user", "content": "What are some comfortable halters for a Percheron/QH cross that have a gentle webbing design and sueded nubuck details on the nose and crown?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['halters'], 'product': ['comfortable halters for a Percheron/QH cross', 'gentle webbing design', 'sueded nubuck details on the nose and crown']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a versatile Lipirox resistance band set that offers easy storage options. Preferably without using chains as attachment, what other secure options are available?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Lipirox'], 'product': ['versatile resistance band set', 'offers easy storage options', 'without using chains as attachment', 'secure options']}}"}]} +{"conversations": [{"role": "user", "content": "Can you suggest some official sports utility bags with breathability, possibly made out of mesh?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['sports utility bags'], 'product': ['official sports utility bags with breathability', 'made out of mesh']}}"}]} +{"conversations": [{"role": "user", "content": "Is there a women's tank top that is suitable and comfortable to wear in all seasons?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['tank top'], 'product': [\"women's tank top\", 'suitable and comfortable to wear in all seasons']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a two-tone bikini featuring a crossover design in the front. It's crucial for the top to have padded cups for additional support. I'm also open to larger bottoms for a comfortable, relaxed fit."}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['bikini'], 'product': ['two-tone bikini featuring a crossover design in the front', 'padded cups for additional support', 'larger bottoms for a comfortable, relaxed fit']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a leather leash with a solid brass chain of good length and rolled leather at the end. No preference on origin or color."}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['leather leash with a solid brass chain of good length', 'rolled leather at the end']}}"}]} +{"conversations": [{"role": "user", "content": "Can you suggest a good men's track jacket from the Profile Big & Tall brand?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Profile Big & Tall'], 'product': [\"men's track jacket\"]}}"}]} +{"conversations": [{"role": "user", "content": "Can you recommend a lightweight and compact snow and sand deadman anchor set?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['lightweight and compact snow and sand deadman anchor set']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a custom pocket clip that allows deeper pocket carry for Zero Tolerance Knives. Would the same one be compatible with a Kershaw Skyline (1760) knife that I also own?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product -> product', 'Restriction': {'brand': ['Zero Tolerance Knives', 'Kershaw'], 'product': ['custom pocket clip that allows deeper pocket carry', 'compatible with a Kershaw Skyline (1760) knife']}}"}]} +{"conversations": [{"role": "user", "content": "What are some genuine copper fishing lures that can be used alongside a Luhr Jensen Super Duper Spoon for frog fishing?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['genuine copper fishing lures', 'used alongside a Luhr Jensen Super Duper Spoon', 'frog fishing']}}"}]} +{"conversations": [{"role": "user", "content": "As an athlete exploring combat sports, I'm interested in Hayabusa sport shin guards. Can you provide some recommendations, considering I've had issues with ill-fitting sports equipment in the past?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Hayabusa'], 'product': ['sport shin guards', 'issues with ill-fitting sports equipment']}}"}]} +{"conversations": [{"role": "user", "content": "Where can I find a Korean-made Health Weighted Hula Hoola Hoop that complements the use of the Magnetic Heavy Weight Health One Hoola Hoop 3.1kg 6.83lb for diet exercises?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['Korean-made Health Weighted Hula Hoola Hoop', 'complements the use of the Magnetic Heavy Weight Health One Hoola Hoop 3.1kg 6.83lb for diet exercises']}}"}]} +{"conversations": [{"role": "user", "content": "What's a good rolling case for the Coleman Roadtrip LX Series Grill that can also keep it clean and safe? I also heard about a Camp Kitchen Utensil Organizer Travel Set that usually goes well with this grill case. Can you suggest a compatible one?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['rolling case for the Coleman Roadtrip LX Series Grill', 'keep it clean and safe', 'Camp Kitchen Utensil Organizer Travel Set that usually goes well with this grill case']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a durable pair of soccer goalie gloves made from polyester jacquard textile as my previous ones tore easily."}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['soccer goalie gloves'], 'product': ['durable', 'made from polyester jacquard textile']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for an affordable, high-quality rail riser mount to enhance my Tippmann A5. I'm interested in the Weaver Tactical AR-15/M16 Flat Top Riser Rail. Is there a comparable product you could suggest?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['affordable, high-quality rail riser mount to enhance my Tippmann A5', 'Weaver Tactical AR-15/M16 Flat Top Riser Rail', 'comparable product']}}"}]} +{"conversations": [{"role": "user", "content": "I'm looking for a pistol holder that's compatible with a SnapSafe 8 Gun Pistol Rack, Black 75840, Gun Safe Storage, PVC Coated, Stores Pistols and Revolvers that I've recently added to my collection. Could you recommend one that fits perfectly and complements it well?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['pistol holder', 'compatible with a SnapSafe 8 Gun Pistol Rack, Black 75840, Gun Safe Storage, PVC Coated, Stores Pistols and Revolvers', 'fits perfectly', 'complements it well']}}"}]} +{"conversations": [{"role": "user", "content": "Where can I find a replacement cap for my Nalgene bottle that comes with a lifetime warranty?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['replacement cap for Nalgene bottle', 'comes with a lifetime warranty']}}"}]} +{"conversations": [{"role": "user", "content": "Can you recommend any durable, easy-to-clean Stansport portable wash basins that are made from flexible and translucent plastic?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Stansport'], 'product': ['durable, easy-to-clean portable wash basins', 'made from flexible and translucent plastic']}}"}]} +{"conversations": [{"role": "user", "content": "Is there a lightweight survival aid that also functions as a reliable safety tool? I'm interested in something compact. Could it be somewhat similar to Coghlan's 5-in-1 Survival Aid?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['lightweight survival aid', 'functions as a reliable safety tool', 'compact', \"similar to Coghlan's 5-in-1 Survival Aid\"]}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a waterproof blower with strong airflow that's easily interchangeable. Noise level isn't a concern."}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['blower'], 'product': ['waterproof', 'strong airflow', 'easily interchangeable']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for an easy-to-install rear bike transport cover that is compatible with products like the Swagman RV Approved Horizontal Bike Bag, the Skinz Protective Gear Rear Transport Cover (3-4 Bikes), and the White Lightning Bike Johnny Bike Cover."}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['easy-to-install rear bike transport cover', 'compatible with products like the Swagman RV Approved Horizontal Bike Bag', 'compatible with the Skinz Protective Gear Rear Transport Cover (3-4 Bikes)', 'compatible with the White Lightning Bike Johnny Bike Cover']}}"}]} +{"conversations": [{"role": "user", "content": "What are some popular women's Nike hoodies that would make a good gift?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product <- category', 'Restriction': {'brand': ['Nike'], 'category': ['hoodies'], 'product': [\"popular women's Nike hoodies\", 'good gift']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for 14x10 inch headrest covers with quick delivery options."}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['14x10 inch headrest covers with quick delivery options']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for high-quality replacement lenses with a rose gold mirror finish for my Oakley Unknown sunglasses."}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['high-quality replacement lenses with a rose gold mirror finish', 'Oakley Unknown sunglasses']}}"}]} +{"conversations": [{"role": "user", "content": "What type of fishing weights are usually bought with a Water Gremlin Removable Split Shot Pro Pack? I'm also interested in a set that offers a range of sizes, similar to a 78-piece mini-skillet pack, with small sizes like BB's and larger ones. Can you recommend any?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['Water Gremlin Removable Split Shot Pro Pack', 'fishing weights usually bought with a Water Gremlin Removable Split Shot Pro Pack', 'set that offers a range of sizes', 'similar to a 78-piece mini-skillet pack', \"small sizes like BB's and larger ones\"]}}"}]} +{"conversations": [{"role": "user", "content": "Looking for an affordable scope lens with Zeiss Coatings for superior clarity. Any suggestions with quick delivery options?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Zeiss'], 'product': ['affordable scope lens with Zeiss Coatings for superior clarity', 'quick delivery options']}}"}]} +{"conversations": [{"role": "user", "content": "Where can I find a reasonably priced Poshland high carbon steel bowie knife that has a stained bone and brass guard handle, similar to the REG-1322 Handmade Damascus Steel 14.50 Inches Bowie Knife?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Poshland'], 'product': ['high carbon steel bowie knife with a stained bone and brass guard handle', 'similar to the REG-1322 Handmade Damascus Steel 14.50 Inches Bowie Knife', 'reasonably priced']}}"}]} +{"conversations": [{"role": "user", "content": "What are some bicycle handlebars that would pair well with a Wald 880 Hi-Rise Cruiser Bike Handlebar and are compatible with Park Tool PPL-1 PolyLube 1000 Lubricant? I'm looking for options that would best fit my current setup."}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['bicycle handlebars', 'pair well with a Wald 880 Hi-Rise Cruiser Bike Handlebar', 'compatible with Park Tool PPL-1 PolyLube 1000 Lubricant', 'best fit my current setup']}}"}]} +{"conversations": [{"role": "user", "content": "Where can I find a switchable red and green sled pad for an 8-foot Boggan?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['switchable red and green sled pad for an 8-foot Boggan']}}"}]} +{"conversations": [{"role": "user", "content": "What are some recommendations for a set of four pull-over style golf club covers, designed for 1-3-5-X clubs, that can fit a driver size of up to 460cc?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['golf club covers'], 'product': ['set of four pull-over style', 'designed for 1-3-5-X clubs', 'fit a driver size of up to 460cc']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for suggestions on universally fitting sunglasses with quick shipping and no signature required for delivery."}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['universally fitting sunglasses', 'quick shipping', 'no signature required for delivery']}}"}]} +{"conversations": [{"role": "user", "content": "I'm looking for a premium NHL hockey visor hat similar to the quality of my favorite MLB Boston Red Sox visor. Any recommendations?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['visor hat'], 'product': ['premium NHL hockey visor hat', 'similar to the quality of MLB Boston Red Sox visor']}}"}]} +{"conversations": [{"role": "user", "content": "Is there a buzz bait for fishing that works well for catching large bass at dusk or dawn? I recently purchased the Strike King Rage Tail Craw and I'm looking for a complementary piece of fishing gear to match with it. Any suggestions?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['buzz bait for fishing that works well for catching large bass at dusk or dawn', 'complementary piece of fishing gear to match with the Strike King Rage Tail Craw']}}"}]} +{"conversations": [{"role": "user", "content": "What's a good prusik cord with a sewn loop, approximately 7mm thick, stitched with a sturdy 277 polyester thread that pairs well with the Black Diamond 18mm Nylon Runners I'm currently using?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['prusik cord with a sewn loop, approximately 7mm thick, stitched with a sturdy 277 polyester thread', 'pairs well with the Black Diamond 18mm Nylon Runners']}}"}]} +{"conversations": [{"role": "user", "content": "What's a high-quality, durable kneeboard suitable for intermediate to advanced users, preferably constructed from rotational molded foam and designed with comfortable knee wells? I've had issues with towing features in previous purchases and this time I'm looking for something that will last longer."}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['kneeboard'], 'product': ['high-quality, durable kneeboard suitable for intermediate to advanced users', 'constructed from rotational molded foam', 'designed with comfortable knee wells', 'reliable towing features']}}"}]} +{"conversations": [{"role": "user", "content": "What are some lightweight and compact adjustable water dumbbells suitable for traveling that are also comfortable to handle?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['lightweight and compact adjustable water dumbbells suitable for traveling', 'comfortable to handle']}}"}]} +{"conversations": [{"role": "user", "content": "Can you suggest a unique, reasonably priced Olympics pin badge with a British touch that has good craftsmanship?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['pin badge'], 'product': ['unique, reasonably priced Olympics pin badge with a British touch', 'good craftsmanship']}}"}]} +{"conversations": [{"role": "user", "content": "What are some insulated mugs with handles made by Cool Gear?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Cool Gear'], 'product': ['insulated mugs with handles']}}"}]} +{"conversations": [{"role": "user", "content": "What type of fishing swivel is commonly purchased with the P-Line Deluxe Carbon Steel Hand Crimper by anglers seeking to match their fishing gear?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['P-Line Deluxe Carbon Steel Hand Crimper', 'fishing swivel', 'commonly purchased by anglers seeking to match their fishing gear']}}"}]} +{"conversations": [{"role": "user", "content": "What is an easy-to-use sports training equipment from SSG that you would recommend?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['SSG'], 'product': ['easy-to-use sports training equipment from SSG']}}"}]} +{"conversations": [{"role": "user", "content": "Does RANDY SUN offer breathable socks that could make a great surprise gift for my friend who loves their apparel?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['RANDY SUN'], 'product': ['breathable socks', 'great surprise gift for a friend who loves their apparel']}}"}]} +{"conversations": [{"role": "user", "content": "What are some easy-to-install, European made seat options with a top plastic cover for my Kuberg TRIAL E 2016?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['easy-to-install, European made seat options with a top plastic cover for Kuberg TRIAL E 2016']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a crossbow case with a soft, fleece interior that can safely accommodate my new Carbon Express 'The Nub Crossbow De-Cocking Tip'. Any suggestions?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['crossbow case with a soft, fleece interior', \"safely accommodate Carbon Express 'The Nub Crossbow De-Cocking Tip'\"]}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a high-quality gift similar to the Picnic at Ascot Equipped Insulated Picnic Cooler with Service for 4 - Trellis Green. What are some top-rated picnic coolers that can accommodate a party of four?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['Picnic at Ascot Equipped Insulated Picnic Cooler with Service for 4 - Trellis Green', 'top-rated picnic coolers that can accommodate a party of four']}}"}]} +{"conversations": [{"role": "user", "content": "Is there a rabbit strip for fly tying available where the hair naturally recoils back after being turned?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['rabbit strip for fly tying', 'hair naturally recoils back after being turned']}}"}]} +{"conversations": [{"role": "user", "content": "Do you have any suggestions for a box of NBA trading cards?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['trading cards'], 'product': ['box of NBA trading cards']}}"}]} +{"conversations": [{"role": "user", "content": "Is there a user-friendly and highly precise hunting bow from Martin that you could suggest?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Martin'], 'product': ['user-friendly and highly precise hunting bow']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a versatile pack of carbon crossbow bolts, can you assist?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['versatile pack of carbon crossbow bolts']}}"}]} +{"conversations": [{"role": "user", "content": "Can you help me find a The Northwest Company NFL team rug that measures around 39 by 59 inches?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['The Northwest Company'], 'product': ['NFL team rug that measures around 39 by 59 inches']}}"}]} +{"conversations": [{"role": "user", "content": "Can you recommend a New Era-branded South Carolina Gamecocks cap with the logo embroidered on the side?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['New Era'], 'product': ['South Carolina Gamecocks cap with the logo embroidered on the side']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a good quality, budget-friendly indoor futsal ball. Enjoyed using both Select Sport America Jinga Futsal Ball and NIKE Clube Reflect Ball [Reflect Silver] (Pro) previously. Not on the hunt for a size 5 ball, open to other sizes."}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['good quality, budget-friendly indoor futsal ball', 'not a size 5 ball', 'enjoyed using both Select Sport America Jinga Futsal Ball and NIKE Clube Reflect Ball [Reflect Silver] (Pro) previously']}}"}]} +{"conversations": [{"role": "user", "content": "What's a suitable fishing line leader from South Bend that pairs well with the Black Nylon Coated Steel Leader 12-Inch?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product -> product', 'Restriction': {'brand': ['South Bend'], 'product': ['fishing line leader', 'pairs well with the Black Nylon Coated Steel Leader 12-Inch']}}"}]} +{"conversations": [{"role": "user", "content": "Is there a baseball and softball equipment bag available that is made without PVC materials?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['baseball and softball equipment bag'], 'product': ['made without PVC materials']}}"}]} +{"conversations": [{"role": "user", "content": "What's a good overgrip that pairs well with the Wilson Pro Tennis Overgrip 12-Pack, Wilson Perforated Pro Overgrip (12-Pack), White and Solinco Hyper-G Heaven High Spin poly string - 40 foot Pack for tennis, badminton, and squash?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['a good overgrip', 'pairs well with the Wilson Pro Tennis Overgrip 12-Pack', 'Wilson Perforated Pro Overgrip (12-Pack), White', 'Solinco Hyper-G Heaven High Spin poly string - 40 foot Pack', 'tennis', 'badminton', 'squash']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for an Auwiy cavalry saber officer sword with intricate blade details. Minor design flaws are okay and the type of metal isn't too important. Any suggestions?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Auwiy'], 'product': ['cavalry saber officer sword with intricate blade details', 'minor design flaws are okay', \"type of metal isn't too important\"]}}"}]} +{"conversations": [{"role": "user", "content": "What are some stylish baby swimming outfits from Kiddom that you would recommend?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Kiddom'], 'product': ['stylish baby swimming outfits']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any colored wristbands available for my Runtastic Orbit 24 Hour Activity, Fitness & Sleep Tracker that I can use to match my daily outfits?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['Runtastic Orbit 24 Hour Activity, Fitness & Sleep Tracker', 'colored wristbands', 'match daily outfits']}}"}]} +{"conversations": [{"role": "user", "content": "What are some valuable and durable discus options for track and field similar to the Martin Sports Abs Plastic Discus, 1 kg/2.2 lbs. I previously purchased?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['valuable and durable discus options for track and field', 'similar to the Martin Sports Abs Plastic Discus, 1 kg/2.2 lbs']}}"}]} +{"conversations": [{"role": "user", "content": "Is there an All-Star brand baseball helmet suitable for younger players available?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['All-Star'], 'product': ['baseball helmet suitable for younger players']}}"}]} +{"conversations": [{"role": "user", "content": "What are some affordable yet comfortable Mayatex saddle blankets for a pony?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Mayatex'], 'product': ['affordable yet comfortable saddle blankets for a pony']}}"}]} +{"conversations": [{"role": "user", "content": "What's a good supplement to use with the Whitetail Institute Imperial Winter-Greens Food Plot Seed for fall planting that deer absolutely love, especially during frosty conditions? Also, what are some of the popular items often purchased with the HECS Stealthscreen Base Layer? Any recommendations?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product, product -> product', 'Restriction': {'product': ['Whitetail Institute Imperial Winter-Greens Food Plot Seed', 'supplement for fall planting that deer love during frosty conditions', 'HECS Stealthscreen Base Layer', 'popular items often purchased with the HECS Stealthscreen Base Layer']}}"}]} +{"conversations": [{"role": "user", "content": "Is there a ProMag scope mount available for my Galil rifle?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['ProMag'], 'product': ['scope mount for Galil rifle']}}"}]} +{"conversations": [{"role": "user", "content": "Can you recommend a PVC+ABS hatch cover deck plate kit that includes a waterproof bag? Ideally, I'm looking for one with an inner diameter of about 15.6cm and an outer diameter of roughly 20.5cm."}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['PVC+ABS hatch cover deck plate kit', 'includes a waterproof bag', 'inner diameter of about 15.6cm', 'outer diameter of roughly 20.5cm']}}"}]} +{"conversations": [{"role": "user", "content": "Can you help me find a different Bosu exercise tutorial DVD, apart from the one included with the Bosu Soft Fitness Ball, 4 LB. with DVD?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['Bosu exercise tutorial DVD', 'different from the one included with the Bosu Soft Fitness Ball, 4 LB. with DVD']}}"}]} +{"conversations": [{"role": "user", "content": "Is there a Western poly browband headstall set that comes with both reins and a bit?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['Western poly browband headstall set', 'comes with both reins and a bit']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a one-size-fits-all New England Patriots cuffed beanie with team-colored stripes and a multi-colored pom on top."}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['one-size-fits-all New England Patriots cuffed beanie with team-colored stripes and a multi-colored pom on top']}}"}]} +{"conversations": [{"role": "user", "content": "Where can I find a SKI DOO mechanic shirt from the Bombardier brand?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Bombardier'], 'product': ['SKI DOO mechanic shirt']}}"}]} +{"conversations": [{"role": "user", "content": "Can you help me find college-themed women's panties that come in compact packaging, preferably around the dimensions of 6.4 x 2.8 x 1.2 inches? I'm also looking for a brand with a trusted history, possibly established around 2005."}, {"role": "assistant", "content": "{'Metapath': 'category -> product -> brand', 'Restriction': {'category': [\"women's panties\"], 'product': [\"college-themed women's panties\", 'compact packaging around the dimensions of 6.4 x 2.8 x 1.2 inches'], 'brand': ['trusted history', 'established around 2005']}}"}]} +{"conversations": [{"role": "user", "content": "Can you help me find an Athalon golf trunk locker organizer? I'm looking to organize my golf gear in my car trunk for the season."}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Athalon'], 'product': ['golf trunk locker organizer', 'organize golf gear in car trunk for the season']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a versatile paintball air line that works with a range of cylinders, including CO2, Compressed Air, HPA, and Nitrogen. Preferably, it should be user-friendly, equipped with a durable stainless steel braided hose and feature a contemporary design. Any recommendations?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['paintball air line'], 'product': ['versatile', 'works with a range of cylinders including CO2, Compressed Air, HPA, and Nitrogen', 'user-friendly', 'durable stainless steel braided hose', 'contemporary design']}}"}]} +{"conversations": [{"role": "user", "content": "Can you recommend a water bottle compatible with Slice handhelds and Slide bottle carriers, preferably one with a new silicone push-pull P2 bottle cap? I'm not very concerned about it being ergonomic as I've found larger bottles to be quite bulky in the past."}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['water bottle', 'compatible with Slice handhelds and Slide bottle carriers', 'new silicone push-pull P2 bottle cap']}}"}]} +{"conversations": [{"role": "user", "content": "Where can I find a Boise State University flag that's officially licensed, made from 150 denier polyester, and is a single reverse style?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['Boise State University flag', 'officially licensed', 'made from 150 denier polyester', 'single reverse style']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a stylish and practical knife sheath. Heard Colt's manufacturing company makes good ones. Any recommendations?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': [\"Colt's manufacturing company\"], 'product': ['stylish and practical knife sheath']}}"}]} +{"conversations": [{"role": "user", "content": "What is a simple and easy-to-use ice fishing reel that is compatible with the Eagle Claw In Line Ice Reel and Frabill Deluxe Retractable Ice Picks for our ice fishing trips?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['simple and easy-to-use ice fishing reel', 'compatible with the Eagle Claw In Line Ice Reel', 'compatible with Frabill Deluxe Retractable Ice Picks', 'ice fishing trips']}}"}]} +{"conversations": [{"role": "user", "content": "Can you help me find a stylish and comfortable ACOG scope model rubber eyepiece that is made in the USA?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['ACOG'], 'product': ['stylish and comfortable scope model rubber eyepiece', 'made in the USA']}}"}]} +{"conversations": [{"role": "user", "content": "Can you suggest some Sector 9 longboards that I can buy?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Sector 9'], 'product': ['longboards']}}"}]} +{"conversations": [{"role": "user", "content": "What hand wraps that are often purchased with the Meister Glove Deodorizers for Boxing and All Sports would you recommend? Preferably, they should have a smooth and well-stitched thumb loop."}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['hand wraps', 'often purchased with the Meister Glove Deodorizers for Boxing and All Sports', 'smooth and well-stitched thumb loop']}}"}]} +{"conversations": [{"role": "user", "content": "Can you show me some trendy '47 brand NBA team t-shirt options?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': [\"'47\"], 'product': ['trendy NBA team t-shirt options']}}"}]} +{"conversations": [{"role": "user", "content": "Can you recommend a women's hybrid hoody that features a lightly insulated hood with cordlock adjustment and a No Slip Zip to stop the zipper from unzipping on its own?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['hoody'], 'product': [\"women's hybrid hoody\", 'lightly insulated hood with cordlock adjustment', 'No Slip Zip to stop the zipper from unzipping on its own']}}"}]} +{"conversations": [{"role": "user", "content": "Where can I find lightweight athletic crew socks, around 3 ounces, that are highly rated with above 4.5 stars and have been available since 2015 or earlier?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['athletic crew socks'], 'product': ['lightweight', 'around 3 ounces', 'highly rated with above 4.5 stars', 'available since 2015 or earlier']}}"}]} +{"conversations": [{"role": "user", "content": "What are some soft cotton, men's short sleeve NHL shirts that could fit in a 10.7 x 10.7 x 1.5 inch package?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['shirts'], 'product': [\"soft cotton, men's short sleeve NHL shirts\", 'fit in a 10.7 x 10.7 x 1.5 inch package']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for suggestions on a reliable Dubro Products fuel tank. Can anyone recommend one?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Dubro Products'], 'product': ['reliable fuel tank']}}"}]} +{"conversations": [{"role": "user", "content": "Can I find a durable and weather-resistant bow case that offers reliable protection and flexible accommodation for different bow models, similar to the Gold Tip B-STINGER QUICK DISCONNECT 5/16X24?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['durable and weather-resistant bow case', 'reliable protection', 'flexible accommodation for different bow models', 'similar to the Gold Tip B-STINGER QUICK DISCONNECT 5/16X24']}}"}]} +{"conversations": [{"role": "user", "content": "Where can I find durable synthetic rubber grips for my Sig Sauer P228 that aren't too soft or sticky? I'm interested in something similar to the Hogue Rubber Grip Sig Sauer P228 Rubber Panels."}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['durable synthetic rubber grips for Sig Sauer P228', 'not too soft or sticky', 'similar to the Hogue Rubber Grip Sig Sauer P228 Rubber Panels']}}"}]} +{"conversations": [{"role": "user", "content": "I'm searching for a Reebok flex fit cap for the Chicago Blackhawks, no other specifics necessary."}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Reebok'], 'product': ['flex fit cap for the Chicago Blackhawks']}}"}]} +{"conversations": [{"role": "user", "content": "I'm looking for a low-maintenance, easy-to-clean soccer drawstring cinch bag that comes with an official team emblem. Can anyone suggest one?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['drawstring cinch bag'], 'product': ['low-maintenance', 'easy-to-clean', 'soccer drawstring cinch bag', 'official team emblem']}}"}]} +{"conversations": [{"role": "user", "content": "Does Delta Cycle offer any bike rear rack mounting equipment specifically designed for frames with a brake bridge?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Delta Cycle'], 'product': ['bike rear rack mounting equipment specifically designed for frames with a brake bridge']}}"}]} +{"conversations": [{"role": "user", "content": "Where can I find a 4-inch collectible Nolan Ryan figurine?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['4-inch collectible Nolan Ryan figurine']}}"}]} +{"conversations": [{"role": "user", "content": "What are some compact-sized NCAA Ohio State Buckeyes Gunner Full Zip men's jackets I can find, preferably with package dimensions close to 15 x 7 x 3 inches?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': [\"men's jackets\"], 'product': [\"compact-sized NCAA Ohio State Buckeyes Gunner Full Zip men's jackets\", 'package dimensions close to 15 x 7 x 3 inches']}}"}]} +{"conversations": [{"role": "user", "content": "Does Helinox offer any portable camp chairs suitable for activities like hiking, fishing, and sea kayaking?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Helinox'], 'product': ['portable camp chairs suitable for activities like hiking, fishing, and sea kayaking']}}"}]} +{"conversations": [{"role": "user", "content": "Do you have any recommendations for imported men's swim briefs made of top-notch polyester blend with fast-drying features?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['swim briefs'], 'product': [\"imported men's swim briefs\", 'top-notch polyester blend', 'fast-drying features']}}"}]} +{"conversations": [{"role": "user", "content": "In need of a high-top sneaker with a sleek design that offers fast delivery. How important is the aesthetic appeal of this product?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['high-top sneaker'], 'product': ['high-top sneaker with a sleek design', 'fast delivery', 'aesthetic appeal']}}"}]} +{"conversations": [{"role": "user", "content": "Is there a stainless steel flag pole available from SEA DOG CORPORATION for my collection? I'm not particularly concerned about its durability or material properties."}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['SEA DOG CORPORATION'], 'product': ['stainless steel flag pole']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a pair of men's compression training tights that are not only exceedingly comfortable but also warm enough for chilly soccer matches. They should have a wide stretch waistband for a snug fit. How do they perform in cold weather conditions, and how comfortable are they for long wear?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['compression training tights'], 'product': [\"men's compression training tights\", 'exceedingly comfortable', 'warm enough for chilly soccer matches', 'wide stretch waistband for a snug fit', 'perform in cold weather conditions', 'comfortable for long wear']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a high-quality straining lid made of stainless steel for outdoor cooking. It needs to be compatible with my GSI Outdoors Glacier Stainless Steel Cookset and GSI Outdoors Destination Kitchen Set 24 for my camping trips."}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['high-quality straining lid made of stainless steel for outdoor cooking', 'compatible with GSI Outdoors Glacier Stainless Steel Cookset', 'compatible with GSI Outdoors Destination Kitchen Set 24', 'camping trips']}}"}]} +{"conversations": [{"role": "user", "content": "Can you recommend a liner with a pre-curved ergonomic shape that is compatible with touchscreens?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['liner with a pre-curved ergonomic shape', 'compatible with touchscreens']}}"}]} +{"conversations": [{"role": "user", "content": "Is there a Casar Golf putter cover available in the US with a magnetic closure that can fit multiple putter brands? I'm looking for fast delivery options."}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Casar Golf'], 'product': ['putter cover available in the US with a magnetic closure that can fit multiple putter brands', 'fast delivery options']}}"}]} +{"conversations": [{"role": "user", "content": "I'm looking for a compact yet efficient air rifle with excellent accuracy. My friend recently purchased a Benjamin Maximus Air Rifle, and I'd like something that pairs well with it."}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['compact yet efficient air rifle with excellent accuracy', 'pairs well with the Benjamin Maximus Air Rifle']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any Tampa Bay Devil Rays Hawaiian shirts available that feature historic team moments, as per product specifications?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Tampa Bay Devil Rays'], 'product': ['Hawaiian shirts', 'feature historic team moments']}}"}]} +{"conversations": [{"role": "user", "content": "Can you suggest a Tree-Free Greetings travel mug that has an eco-friendly build and a unique Vikings College Football Fan design?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Tree-Free Greetings'], 'product': ['travel mug', 'eco-friendly build', 'unique Vikings College Football Fan design']}}"}]} +{"conversations": [{"role": "user", "content": "Can you suggest stainless steel throwing knives that have a hefty feel to pair well with my Cold Steel 80STK10Z Mini Flight Sport Throwing Knife?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['stainless steel throwing knives', 'hefty feel', 'pair well with my Cold Steel 80STK10Z Mini Flight Sport Throwing Knife']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a budget-friendly Penn State Nittany Lions NCAA men's fleece crew sweatshirt that offers a more fitted style."}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Penn State Nittany Lions'], 'product': [\"budget-friendly NCAA men's fleece crew sweatshirt\", 'more fitted style']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a padded, ventilated University of Central Florida backpack suitable for college, school, or travel use."}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['padded, ventilated University of Central Florida backpack suitable for college, school, or travel use']}}"}]} +{"conversations": [{"role": "user", "content": "I'm seeking an MLB team hat similar to the Boston Red Sox 'Socks Logo' Cap, something lucky which I could sport at Fenway. It should match well with the MLB Boston Red Sox Strike Plush Raschel Throw, typical for a 60\" x 80\" size."}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': [\"MLB team hat similar to the Boston Red Sox 'Socks Logo' Cap\", 'lucky', 'sport at Fenway', 'match well with the MLB Boston Red Sox Strike Plush Raschel Throw', 'typical for a 60\" x 80\" size']}}"}]} +{"conversations": [{"role": "user", "content": "Can you recommend a sports pack that has a sweatshirt-like front and a breathable, two-ply mesh back?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['sports pack'], 'product': ['sweatshirt-like front', 'breathable, two-ply mesh back']}}"}]} +{"conversations": [{"role": "user", "content": "What are some good Yes4All neoprene dumbbell sets? I've heard positive reviews about their quality and would like to give them a try."}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Yes4All'], 'product': ['neoprene dumbbell sets', 'good quality']}}"}]} +{"conversations": [{"role": "user", "content": "What are the softest golf balls designed for female players? My friend, who happens to be a seasoned golfer, is interested in experimenting with different equipment. Any suggestions?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['golf balls'], 'product': ['softest golf balls designed for female players']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for an official Team USA World Cup Soccer hoodie with both a vintage and modern vibe. As dedicated soccer fans, my wife and I are in search of this unique item."}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['hoodie'], 'product': ['official Team USA World Cup Soccer hoodie with both a vintage and modern vibe']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a fishing kayak with a distinct keel line for enhanced performance, constructed out of triple-layered polyethylene. Can you recommend one?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['fishing kayak'], 'product': ['distinct keel line for enhanced performance', 'constructed out of triple-layered polyethylene']}}"}]} +{"conversations": [{"role": "user", "content": "What are some effective Rawlings batting tees designed to improve my batting skills?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Rawlings'], 'product': ['effective Rawlings batting tees designed to improve batting skills']}}"}]} +{"conversations": [{"role": "user", "content": "What are some good stunt scooters with high-quality braking systems that are easy to modify?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['stunt scooters'], 'product': ['high-quality braking systems', 'easy to modify']}}"}]} +{"conversations": [{"role": "user", "content": "Can you assist me in finding a vibrant, NCAA approved, Cornell University hoodie that highlights the school's team logo and wordmark in official team colors on the front? I am eager to show my school pride with this licensed merchandise."}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['hoodie'], 'product': ['vibrant, NCAA approved, Cornell University hoodie', \"highlights the school's team logo and wordmark in official team colors on the front\", 'licensed merchandise']}}"}]} +{"conversations": [{"role": "user", "content": "What are the best microfiber polyester camping pillowcases that measure approximately 16.5 by 13.5 inches and can be filled with clothing or a jacket for convenience?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['camping pillowcases'], 'product': ['microfiber polyester camping pillowcases that measure approximately 16.5 by 13.5 inches', 'can be filled with clothing or a jacket for convenience']}}"}]} +{"conversations": [{"role": "user", "content": "Where can I find a 100% woven silk Boston Red Sox tie to show my team support?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['100% woven silk Boston Red Sox tie']}}"}]} +{"conversations": [{"role": "user", "content": "What is a good 1000GPH pump from Johnson Pumps that's easy to maintain and has a simple motor element replacement process, suitable for my boat?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Johnson Pumps'], 'product': ['1000GPH pump', 'easy to maintain', 'simple motor element replacement process', 'suitable for my boat']}}"}]} +{"conversations": [{"role": "user", "content": "As an enthusiastic collector, I'm in search of a unique Riverside brand casino token coin to add to my collection. Any recommendations?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Riverside'], 'product': ['unique Riverside brand casino token coin']}}"}]} +{"conversations": [{"role": "user", "content": "Can you suggest a fishing reel with a composite body, rotor, and cover, featuring an advanced digital gear design, a smooth two-ball bearing drive with a front drag, and an ABS aluminum spool?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['fishing reel with a composite body, rotor, and cover', 'advanced digital gear design', 'smooth two-ball bearing drive with a front drag', 'ABS aluminum spool']}}"}]} +{"conversations": [{"role": "user", "content": "Where can I find an MLB Chicago White Sox Youth SS Crew that features a large, sparkly gel screen print of the team's name?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['MLB Chicago White Sox Youth SS Crew'], 'product': [\"large, sparkly gel screen print of the team's name\"]}}"}]} +{"conversations": [{"role": "user", "content": "I'm in search of a kids' fishing kit that includes exciting and interactive packaging. A set with 'Try Me' features would be perfect for my children to explore and have fun with."}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['fishing kit'], 'product': [\"kids' fishing kit\", 'exciting and interactive packaging', \"'Try Me' features\"]}}"}]} +{"conversations": [{"role": "user", "content": "Is there a reliable lat/row attachment compatible with my Marcy Folding Standard Weight Bench \u2013 Easy Storage MWB-20100? Looking for suggestions."}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['a reliable lat/row attachment', 'compatible with Marcy Folding Standard Weight Bench \u2013 Easy Storage MWB-20100']}}"}]} +{"conversations": [{"role": "user", "content": "Is there a rifle scope from Trijicon that you could recommend?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Trijicon'], 'product': ['rifle scope from Trijicon']}}"}]} +{"conversations": [{"role": "user", "content": "What are some high-quality San Francisco Giants polo shirts with screen print for showcasing my team pride?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['San Francisco Giants'], 'product': ['high-quality polo shirts with screen print for showcasing team pride']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a durable boat seat stand that can endure marine conditions and is approximately 18 inches tall. The Wise 8WP21-18S Adjustable Boat Seat Pedestal 12\" - 18\" has caught my eye. Are there any other products you would recommend?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['durable boat seat stand that can endure marine conditions and is approximately 18 inches tall', 'Wise 8WP21-18S Adjustable Boat Seat Pedestal 12\" - 18\"']}}"}]} +{"conversations": [{"role": "user", "content": "What are some cool and unique Swiss Army multi-tools that are recommended for gadget lovers?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['cool and unique Swiss Army multi-tools', 'recommended for gadget lovers']}}"}]} +{"conversations": [{"role": "user", "content": "Where can I find a high-quality New England Patriots mini helmet? Also, I've noticed that the Riddell NFL Unisex Revolution Speed Mini Helmet is often purchased alongside it. Can you recommend where to buy them?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['high-quality New England Patriots mini helmet', 'Riddell NFL Unisex Revolution Speed Mini Helmet']}}"}]} +{"conversations": [{"role": "user", "content": "What are some small caliber cleaning patches recommended for use with the AmmoGarand M1 Garand Web Sling USGI Pattern Black Cotton Web Two Point Made in USA?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['small caliber cleaning patches', 'recommended for use with the AmmoGarand M1 Garand Web Sling USGI Pattern Black Cotton Web Two Point Made in USA']}}"}]} +{"conversations": [{"role": "user", "content": "Can you suggest a fishing landing net with a depth of 20 inches and a mesh size of 34 inches?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['fishing landing net with a depth of 20 inches and a mesh size of 34 inches']}}"}]} +{"conversations": [{"role": "user", "content": "I'm looking for a stemless insulated wine glass that includes a straw and can maintain the same temperature for my drink over a long period of time. Any recommendations?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['stemless insulated wine glass'], 'product': ['includes a straw', 'maintain the same temperature for a long period of time']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any comfortable protective glasses available with various lens options, specifically featuring a soft rubber nosepiece, a dark frame, and an amber-tinted lens?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['comfortable protective glasses with various lens options', 'soft rubber nosepiece', 'dark frame', 'amber-tinted lens']}}"}]} +{"conversations": [{"role": "user", "content": "Can you recommend a highly detailed Mark Martin die-cast figurine, preferably in a 1:24 scale? I'm a big fan of his."}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['highly detailed Mark Martin die-cast figurine', '1:24 scale']}}"}]} +{"conversations": [{"role": "user", "content": "Can you find Zenana Outfitters yoga shorts for me?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Zenana Outfitters'], 'product': ['yoga shorts']}}"}]} +{"conversations": [{"role": "user", "content": "What are some SC Sports football team ornaments that prominently display the team's name and logo?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['SC Sports'], 'product': [\"football team ornaments that prominently display the team's name and logo\"]}}"}]} +{"conversations": [{"role": "user", "content": "Can you recommend a book about chess written by Eduardas Rozentalis that provides clear solutions instead of focusing on test positions?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['a book about chess written by Eduardas Rozentalis that provides clear solutions instead of focusing on test positions']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a high-quality pistol bullet mold that can produce clean and shiny bullets. Are there any that offer various sizing options?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['pistol bullet mold'], 'product': ['high-quality', 'produce clean and shiny bullets', 'various sizing options']}}"}]} +{"conversations": [{"role": "user", "content": "Where can I find a high-quality football team t-shirt available in various colors?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['t-shirt'], 'product': ['high-quality football team t-shirt available in various colors']}}"}]} +{"conversations": [{"role": "user", "content": "Can you provide confirmation about the existence of the men's ONL-LNX-LBL-30 boardshort with embroidery and screened logos?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': [\"men's ONL-LNX-LBL-30 boardshort with embroidery and screened logos\"]}}"}]} +{"conversations": [{"role": "user", "content": "Are there any casual, adjustable Santa Cruz men's hats with five panels of mesh available?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Santa Cruz'], 'product': [\"casual, adjustable men's hats with five panels of mesh\"]}}"}]} +{"conversations": [{"role": "user", "content": "What are some good fitness jump ropes that can sync with my phone using Bluetooth 4.0 LE for a seamless workout experience?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['fitness jump ropes'], 'product': ['sync with my phone using Bluetooth 4.0 LE', 'seamless workout experience']}}"}]} +{"conversations": [{"role": "user", "content": "What are some highly-rated clay poultice products for horses that offer a ginger scent and are easy to apply and wash off?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['clay poultice products for horses'], 'product': ['highly-rated', 'ginger scent', 'easy to apply and wash off']}}"}]} +{"conversations": [{"role": "user", "content": "What are some reliable fishing hooks made by Ocean Tackle International?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Ocean Tackle International'], 'product': ['reliable fishing hooks']}}"}]} +{"conversations": [{"role": "user", "content": "Where can I find an officially licensed Tennessee Volunteers football long-sleeve t-shirt with a rib-knit collar? It\u2019s important that it's comfortable, made of a cotton-polyester blend for durability and also fits true to size."}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['t-shirt'], 'product': ['officially licensed Tennessee Volunteers football long-sleeve t-shirt with a rib-knit collar', 'comfortable', 'cotton-polyester blend for durability', 'fits true to size']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a comfortable inflatable life jacket with Hydrostatic inflator technology that offers easy mobility. Are there any available with straightforward usage instructions for ensured safety during water activities?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['comfortable inflatable life jacket with Hydrostatic inflator technology', 'easy mobility', 'straightforward usage instructions', 'ensured safety during water activities']}}"}]} +{"conversations": [{"role": "user", "content": "What are some recommended replacement lenses for Oakley Half Jacket XLJ Sunglasses that offer UV protection and impact resistance, and come with a storage box and a micro-fiber bag?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['Oakley Half Jacket XLJ Sunglasses', 'replacement lenses', 'UV protection', 'impact resistance', 'storage box', 'micro-fiber bag']}}"}]} +{"conversations": [{"role": "user", "content": "As an enthusiastic fisherman, I'm in need of a suitable fishing float to complement my angling approach. I've previously had great success using Comal Floats and would prefer to continue using them. I'm preparing for a big fishing expedition and will require approximately a hundred units. Can you suggest a fitting Comal Float for my needs?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Comal Floats'], 'product': ['suitable fishing float to complement angling approach', 'approximately a hundred units']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a universal plug cover that is compatible with different brands and enhances the appearance with a modern style. What are the best options available?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['universal plug cover', 'compatible with different brands', 'enhances the appearance with a modern style']}}"}]} +{"conversations": [{"role": "user", "content": "Can you find sled glides with moisture-reducing features that include about 48 installation-friendly screws?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['sled glides with moisture-reducing features', 'about 48 installation-friendly screws']}}"}]} +{"conversations": [{"role": "user", "content": "Does Altus Athletic offer an exercise wheel that supports a variety of core-strengthening exercises?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Altus Athletic'], 'product': ['exercise wheel that supports a variety of core-strengthening exercises']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a reliable Zuker fishing lure with a high success rate. Can you recommend one?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Zuker'], 'product': ['reliable fishing lure with a high success rate']}}"}]} +{"conversations": [{"role": "user", "content": "Does Amazon have any flush deck mounts by Scotty for setting up a kayak with a bait board and extension arms?"}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Scotty'], 'product': ['flush deck mounts for setting up a kayak with a bait board and extension arms']}}"}]} +{"conversations": [{"role": "user", "content": "Can I find a high-quality cross necklace with a pendant about an inch tall and three-fourths of an inch wide, that also has an aesthetically pleasing design on Amazon?"}, {"role": "assistant", "content": "{'Metapath': 'category -> product', 'Restriction': {'category': ['necklace'], 'product': ['high-quality cross necklace with a pendant about an inch tall and three-fourths of an inch wide', 'aesthetically pleasing design', 'available on Amazon']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a high-quality, fun tailgate banner flag for a Florida State Seminoles fan. Preferably from Party Animal brand and doesn't require permanent flagpole installation."}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Party Animal'], 'product': ['high-quality, fun tailgate banner flag for a Florida State Seminoles fan', \"doesn't require permanent flagpole installation\"]}}"}]} +{"conversations": [{"role": "user", "content": "Can you suggest a buzzbait that has a unique hook design situated further back, eliminating the necessity for an extra trailer hook?"}, {"role": "assistant", "content": "{'Metapath': 'product', 'Restriction': {'product': ['buzzbait with a unique hook design situated further back', 'eliminating the necessity for an extra trailer hook']}}"}]} +{"conversations": [{"role": "user", "content": "Can you suggest an Outerstuff NFL Youth Performance Team Logo Pullover Hoodie that's non-adjustable? Ideally, it should be made of 100% polyester, have front pouch pockets and be machine-washable for convenience."}, {"role": "assistant", "content": "{'Metapath': 'brand -> product', 'Restriction': {'brand': ['Outerstuff'], 'product': ['NFL Youth Performance Team Logo Pullover Hoodie', 'non-adjustable', '100% polyester', 'front pouch pockets', 'machine-washable']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for a mountain bike that is suitable for both adventurous trail rides and casual spins around the neighbourhood. Previously, I really liked the Mongoose 20\" 7 Speed Hijinx Bike in Grey. Any recommendations for a similar bike?"}, {"role": "assistant", "content": "{'Metapath': 'product -> product', 'Restriction': {'product': ['mountain bike suitable for adventurous trail rides and casual spins around the neighbourhood', 'similar to the Mongoose 20\" 7 Speed Hijinx Bike in Grey']}}"}]} diff --git a/Planning/data/finetune/combine_triplets.py b/Planning/data/finetune/combine_triplets.py new file mode 100644 index 0000000000000000000000000000000000000000..0c0de65d7d83eed7d5da2f39b78d9581cb0d8f7e --- /dev/null +++ b/Planning/data/finetune/combine_triplets.py @@ -0,0 +1,93 @@ +import json +import os + + +path = "./prime/1000.json" +with open(path, 'r') as f: + data = json.load(f) + +def combine_triplets_by_boundary_no_loops(NTar): + combined = NTar[:] + changes = True # Track if merges happen during an iteration + + while changes: + changes = False # Reset changes for this iteration + new_combined = [] # To hold the merged triplets + used = [False] * len(combined) # Track which triplets have been processed + + for i in range(len(combined)): + if used[i]: + continue # Skip already processed triplets + + current_triplet = combined[i] # Convert triplet to a mutable list + used[i] = True + merged = False # Track if the current triplet is merged with another + + for j in range(len(combined)): + if i != j and not used[j]: + other_triplet = combined[j] + + # Check if the current triplet can be merged with another + if current_triplet[-1] == other_triplet[0]: # Current's last matches other's first + current_triplet.extend(other_triplet[1:]) # Merge, excluding duplicate entity + used[j] = True + merged = True + changes = True # A merge occurred + break + elif current_triplet[0] == other_triplet[-1]: # Current's first matches other's last + current_triplet = other_triplet[:-1] + current_triplet # Merge, excluding duplicate entity + used[j] = True + merged = True + changes = True + break + + # After merging or if no merge happened, add the triplet to the new list + new_combined.append(current_triplet) + + # Update the combined list with the newly merged triplets + combined = new_combined + + return combined + + +def combine_tar_ntar(tar, ntar): + for nt in ntar: + for i in range(len(tar)): + if tar[i][-1] == nt[0]: + tar[i] = tar[i]+nt[1:] + elif tar[i][0] == nt[-1]: + tar[i] = nt[:-1]+tar[i] + return tar + +def check_order(routes, target): + for i in range(len(routes)): + if routes[i][-1] != target: + if routes[i][0] != target: + raise ValueError(f"Wrong order: {routes[i]}") + else: + routes[i] = routes[i][::-1] + return routes + +routes_list = [] +restrictions_list = [] +for i in range(len(data)): + triplets = data[i]['Triplets'] + target = data[i]['Target'] + restrictions = data[i]['Restriction'] + tar = [] + ntar = [] + for tp in triplets: + if target in tp: + tar.append(tp) + else: + ntar.append(tp) + if len(ntar) > 0: + ntar = combine_triplets_by_boundary_no_loops(ntar) + routes = combine_tar_ntar(tar, ntar) + else: + routes = tar + print(target) + routes = check_order(routes, target) + routes_list.append(routes) + restrictions_list.append(restrictions) + diff --git a/Planning/data/finetune/mag/1000.json b/Planning/data/finetune/mag/1000.json new file mode 100644 index 0000000000000000000000000000000000000000..d8178e0b02c929add19724dce8dcbe12fc3e6abd --- /dev/null +++ b/Planning/data/finetune/mag/1000.json @@ -0,0 +1,13838 @@ +[ + { + "query": "Could you find research articles on the measurement of radioactive gallium isotopes disintegration rates?", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "radioactive gallium isotopes disintegration rates" + ] + } + } + }, + { + "query": "What research on water absorption in different frequency ranges have been referenced or deemed significant in the paper entitled 'High-resolution terahertz atmospheric water vapor continuum measurements'?", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "water absorption in different frequency ranges", + "High-resolution terahertz atmospheric water vapor continuum measurements" + ] + } + } + }, + { + "query": "Publications by Point Park University authors on stellar populations in tidal tails", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "Point Park University" + ], + "paper": [ + "stellar populations in tidal tails" + ] + } + } + }, + { + "query": "Show me publications by A.J. Turvey on the topic of supersymmetry particle searches.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "A.J. Turvey" + ], + "paper": [ + "supersymmetry particle searches" + ] + } + } + }, + { + "query": "Are there any published papers from Namik Kemal University researchers regarding the source apportionment of particulate matter?", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "Namik Kemal University" + ], + "paper": [ + "source apportionment of particulate matter" + ] + } + } + }, + { + "query": "Are there any papers with a shared author as \"Oscillatory motion of a viscoelastic fluid within a spherical cavity\", that also delve into its same area of study, particularly focusing on the motion effects of vitreous humor, mirroring this paper's analysis of fluid motion?", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Oscillatory motion of a viscoelastic fluid within a spherical cavity", + "motion effects of vitreous humor, mirroring this paper's analysis of fluid motion" + ] + } + } + }, + { + "query": "Are there any publications by M. Rosticher on the potential use of 2D black phosphorus in optoelectronics?", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "M. Rosticher" + ], + "paper": [ + "potential use of 2D black phosphorus in optoelectronics" + ] + } + } + }, + { + "query": "Are there any research papers linked to Allama Iqbal Open University on the subject of meson interactions within the proton field?", + "answer": { + "Metapath": "institution -> author -> paper <- field_of_study", + "Restriction": { + "institution": [ + "Allama Iqbal Open University" + ], + "paper": [ + "meson interactions within the proton field" + ], + "field_of_study": [ + "meson interactions", + "proton field" + ] + } + } + }, + { + "query": "What are the related articles that reference or are referenced by \"Improved performance of multilayer InAs/GaAs quantum-dot solar cells using a high-growth-temperature GaAs spacer layer\" in the context of studying quantum dot solar cell characteristics?", + "answer": { + "Metapath": "paper -> paper <- field_of_study", + "Restriction": { + "paper": [ + "Improved performance of multilayer InAs/GaAs quantum-dot solar cells using a high-growth-temperature GaAs spacer layer", + "quantum dot solar cell characteristics" + ], + "field_of_study": [ + "quantum dot solar cells" + ] + } + } + }, + { + "query": "2018 publications on simulated acoustic cell separation from Sharif University of Technology researchers in the field of Flow psychology?", + "answer": { + "Metapath": "institution -> author -> paper <- field_of_study", + "Restriction": { + "institution": [ + "Sharif University of Technology" + ], + "paper": [ + "2018", + "simulated acoustic cell separation" + ], + "field_of_study": [ + "Flow psychology" + ] + } + } + }, + { + "query": "Does the University of Aberdeen have any publications on multiscale networks within the realm of wavelet analysis?", + "answer": { + "Metapath": "institution -> author -> paper <- field_of_study", + "Restriction": { + "institution": [ + "University of Aberdeen" + ], + "paper": [ + "multiscale networks" + ], + "field_of_study": [ + "wavelet analysis" + ] + } + } + }, + { + "query": "What other studies about the development of FeSe single crystals have referenced the paper titled \"Synthesis of large FeSe superconductor crystals via ion release/introduction and property characterization\"?", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "Synthesis of large FeSe superconductor crystals via ion release/introduction and property characterization", + "development of FeSe single crystals" + ] + } + } + }, + { + "query": "Can you show me the papers citing or cited by \"Suppression of cyclotron instability in Electron Cyclotron Resonance ion sources by two-frequency heating\" that detail amplifier design?", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "Suppression of cyclotron instability in Electron Cyclotron Resonance ion sources by two-frequency heating", + "amplifier design" + ] + } + } + }, + { + "query": "Does the University of Nevada, Reno have any publications discussing statistical analysis of magnetic field results from laser experiments in the field of Statistical assumption?", + "answer": { + "Metapath": "institution -> author -> paper <- field_of_study", + "Restriction": { + "institution": [ + "University of Nevada, Reno" + ], + "paper": [ + "statistical analysis of magnetic field results from laser experiments" + ], + "field_of_study": [ + "Statistical assumption" + ] + } + } + }, + { + "query": "Show me papers by University of Magallanes researchers on storm recovery models.", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "University of Magallanes" + ], + "paper": [ + "storm recovery models" + ] + } + } + }, + { + "query": "Does Northern Michigan University have any research studies on observables and coefficients of Lorentz violation in Quantum electrodynamics?", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "Northern Michigan University" + ], + "paper": [ + "observables and coefficients of Lorentz violation in Quantum electrodynamics" + ] + } + } + }, + { + "query": "Are there any publications from Pabna University of Science & Technology exploring the properties of TiX2 compounds?", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "Pabna University of Science & Technology" + ], + "paper": [ + "properties of TiX2 compounds" + ] + } + } + }, + { + "query": "Show me research articles on the association of quasi-periodic oscillations (QPOs) with noise in celestial bodies within the context of Bicoherence.", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "oscillations", + "physics" + ], + "paper": [ + "association of quasi-periodic oscillations (QPOs) with noise in celestial bodies within the context of Bicoherence" + ] + } + } + }, + { + "query": "What other research articles related to force-free magnetic field modeling in spherical geometry have referenced or been referenced by \"Modeling Magnetic Field Structure of a Solar Active Region Corona Using Nonlinear Force-free Fields in Spherical Geometry\"?", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "force-free magnetic field modeling in spherical geometry", + "Modeling Magnetic Field Structure of a Solar Active Region Corona Using Nonlinear Force-free Fields in Spherical Geometry" + ] + } + } + }, + { + "query": "Stellar rotation period studies published by Library of Congress researchers", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "Library of Congress" + ], + "paper": [ + "stellar rotation period studies" + ] + } + } + }, + { + "query": "Which academic articles authored by Woodward, Inc. researchers delve into the impact of gamma radiation on piezoelectric reactions?", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "Woodward, Inc." + ], + "paper": [ + "impact of gamma radiation on piezoelectric reactions" + ] + } + } + }, + { + "query": "Find papers on phosphor coating on silicon solar cells authored by researchers from the Indian Ministry of Communications and Information Technology.", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "Indian Ministry of Communications and Information Technology" + ], + "paper": [ + "phosphor coating on silicon solar cells" + ] + } + } + }, + { + "query": "Papers on rain attenuation and site diversity forecasts authored by scientists from Ladoke Akintola University of Technology.", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "Ladoke Akintola University of Technology" + ], + "paper": [ + "rain attenuation and site diversity forecasts" + ] + } + } + }, + { + "query": "Are there any research studies from Guangxi Normal University related to inelastic nuclear physics, particularly focusing on parton scattering experiments?", + "answer": { + "Metapath": "institution -> author -> paper <- field_of_study", + "Restriction": { + "institution": [ + "Guangxi Normal University" + ], + "paper": [ + "parton scattering experiments" + ], + "field_of_study": [ + "inelastic nuclear physics" + ] + } + } + }, + { + "query": "What are the papers discussing almost identical, entangled photon frequency modes referenced in the paper \"Design considerations for high-purity heralded single-photon sources\"?", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "almost identical, entangled photon frequency modes", + "Design considerations for high-purity heralded single-photon sources" + ] + } + } + }, + { + "query": "Can you show me the publications from coauthors of \"A new model and solutions for a spiral heat exchanger and its experimental validation\" that propose algorithms for the analysis of spiral heat exchangers or further develop the methods from that paper?", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "A new model and solutions for a spiral heat exchanger and its experimental validation", + "propose algorithms for the analysis of spiral heat exchangers or further develop the methods from that paper" + ] + } + } + }, + { + "query": "Which experimental studies and papers were referenced in the research \"Effect of the band structure topology on the minimal conductivity for bilayer graphene with symmetry breaking\", particularly those involving the observation of bilayer graphene?", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "Effect of the band structure topology on the minimal conductivity for bilayer graphene with symmetry breaking", + "observation of bilayer graphene" + ] + } + } + }, + { + "query": "Show me the publications by co-authors of the paper \"Adsorption of finite polymers in different thermodynamic ensembles,\" specifically those focusing on phase transitions in spin models or related subjects.", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Adsorption of finite polymers in different thermodynamic ensembles", + "phase transitions in spin models or related subjects" + ] + } + } + }, + { + "query": "Does Alexandria University have any papers studying indentation hardness and other mechanical properties in the context of hardness testing?", + "answer": { + "Metapath": "institution -> author -> paper <- field_of_study", + "Restriction": { + "institution": [ + "Alexandria University" + ], + "paper": [ + "indentation hardness and other mechanical properties in the context of hardness testing" + ], + "field_of_study": [ + "hardness testing" + ] + } + } + }, + { + "query": "Are there any studies from Hajee Mohammad Danesh Science & Technology University exploring ion-acoustic solitary waves and double layers in the electron field?", + "answer": { + "Metapath": "institution -> author -> paper <- field_of_study", + "Restriction": { + "institution": [ + "Hajee Mohammad Danesh Science & Technology University" + ], + "paper": [ + "ion-acoustic solitary waves and double layers in the electron field" + ], + "field_of_study": [ + "ion-acoustic solitary waves", + "double layers", + "electron field" + ] + } + } + }, + { + "query": "Seeking studies that assess cosmological parameters through galaxy clustering, specifically by analyzing redshift-space distortions akin to the approach in \"The clustering of the SDSS-IV extended Baryon Oscillation Spectroscopic Survey DR14 quasar sample: measuring the evolution of the growth rate using redshift-space distortions between redshift 0.8 and 2.2\".", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "cosmological parameters through galaxy clustering", + "analyzing redshift-space distortions", + "The clustering of the SDSS-IV extended Baryon Oscillation Spectroscopic Survey DR14 quasar sample: measuring the evolution of the growth rate using redshift-space distortions between redshift 0.8 and 2.2" + ] + } + } + }, + { + "query": "Show me research papers concerning the combination of polymer dispersed liquid crystals and luminescent solar concentrators in the Luminophore field.", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "Luminophore" + ], + "paper": [ + "combination of polymer dispersed liquid crystals and luminescent solar concentrators" + ] + } + } + }, + { + "query": "Physics papers by St. Berchmans College on characterizing cobalt crystals grown in 2010", + "answer": { + "Metapath": "institution -> author -> paper <- field_of_study", + "Restriction": { + "institution": [ + "St. Berchmans College" + ], + "paper": [ + "characterizing cobalt crystals grown in 2010" + ], + "field_of_study": [ + "physics" + ] + } + } + }, + { + "query": "I'm looking for papers from around 2016 that have a shared author with \"Scene-based nonuniformity correction based on bilateral filter with reduced ghosting\". They should be in the same field of study and suggest an IR imaging noise correction algorithm similar to the one mentioned in the specified paper.", + "answer": { + "Metapath": "paper -> author -> paper <- field_of_study", + "Restriction": { + "paper": [ + "Scene-based nonuniformity correction based on bilateral filter with reduced ghosting", + "IR imaging noise correction algorithm" + ], + "field_of_study": [ + "IR imaging", + "noise correction" + ], + "year": [ + "2016" + ] + } + } + }, + { + "query": "Could you search for papers in the field of thermal stress birefringence lenses that were authored by someone who also contributed to \"Lens design with reduced sensitivity to thermally induced stress birefringence\"?", + "answer": { + "Metapath": "field_of_study -> paper -> author -> paper", + "Restriction": { + "field_of_study": [ + "thermal stress birefringence lenses" + ], + "paper": [ + "Lens design with reduced sensitivity to thermally induced stress birefringence" + ] + } + } + }, + { + "query": "Search for articles on the topic of communication difficulties in the description of nanofoods and taste experiences within the wine tasting domain.", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "communication difficulties", + "nanofoods", + "taste experiences", + "wine tasting" + ], + "paper": [ + "communication difficulties in the description of nanofoods and taste experiences within the wine tasting domain" + ] + } + } + }, + { + "query": "Could you find articles related to auditory impairment investigating how spatial distancing influences masking across diverse auditory profiles?", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "auditory impairment", + "spatial distancing", + "masking", + "auditory profiles" + ] + } + } + }, + { + "query": "Does University College West have any papers related to magnetic flux that also discuss the effects of nanoscale oscillations?", + "answer": { + "Metapath": "institution -> author -> paper <- field_of_study", + "Restriction": { + "institution": [ + "University College West" + ], + "paper": [ + "effects of nanoscale oscillations" + ], + "field_of_study": [ + "magnetic flux" + ] + } + } + }, + { + "query": "Does Arxiv have any chemical engineering papers from the University of Mentouri regarding porous co-doped nanoparticles?", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "University of Mentouri" + ], + "paper": [ + "chemical engineering", + "porous co-doped nanoparticles" + ] + } + } + }, + { + "query": "Please locate articles with the same co-author as \"Mechanism for radiative recombination and defect properties of GaP/GaNP core/shell nanowires\", that also belong to the same research domain, and investigate the phenomena of spin filtering in III-V semiconductor nanowires.", + "answer": { + "Metapath": "paper -> author -> paper <- field_of_study", + "Restriction": { + "paper": [ + "Mechanism for radiative recombination and defect properties of GaP/GaNP core/shell nanowires", + "spin filtering in III-V semiconductor nanowires" + ], + "field_of_study": [ + "III-V semiconductor nanowires" + ] + } + } + }, + { + "query": "2015 Physics papers discussing fermions from Loyola University New Orleans on Arxiv", + "answer": { + "Metapath": "institution -> author -> paper <- field_of_study", + "Restriction": { + "institution": [ + "Loyola University New Orleans" + ], + "paper": [ + "2015", + "Arxiv" + ], + "field_of_study": [ + "Physics", + "fermions" + ] + } + } + }, + { + "query": "Could you locate studies that examine passivation films for quantum dot solar cells, with a shared coauthor from a paper titled \"Formation of Porous Titanium Film and Its Application to Counter Electrode for Dye-Sensitized Solar Cell\" and belonging to the same discipline exploring effective passivation methods for quantum dot photovoltaics?", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Formation of Porous Titanium Film and Its Application to Counter Electrode for Dye-Sensitized Solar Cell", + "passivation films for quantum dot solar cells", + "effective passivation methods for quantum dot photovoltaics" + ] + } + } + }, + { + "query": "Which publications from B.M.S. Institute of Technology authors focus on examining photocatalytic properties for the discovery of novel materials and their potential uses?", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "B.M.S. Institute of Technology" + ], + "paper": [ + "examining photocatalytic properties for the discovery of novel materials and their potential uses" + ] + } + } + }, + { + "query": "Show me the publications by Moritz M\u00fcnchmeyer that discuss methods for rebuilding CMB dipole and quadrupole fields.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "Moritz M\u00fcnchmeyer" + ], + "paper": [ + "methods for rebuilding CMB dipole and quadrupole fields" + ] + } + } + }, + { + "query": "Publications on human detection of polarized light patterns authored by Warwick Hospital researchers", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "Warwick Hospital" + ], + "paper": [ + "human detection of polarized light patterns" + ] + } + } + }, + { + "query": "Look for papers that have a common coauthor with \"Efficient Iterative Integral Technique for Computation of Fields in Electric Machines with Rotor Eccentricity\", that are in the same research area, and that also undertake analysis of nonlinear machine fields similar to this 2012 study.", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Efficient Iterative Integral Technique for Computation of Fields in Electric Machines with Rotor Eccentricity", + "analysis of nonlinear machine fields similar to this 2012 study" + ] + } + } + }, + { + "query": "Please show me publications by N. L. Seed on enhancing pattern reconstructions using phase-seeded point holograms.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "N. L. Seed" + ], + "paper": [ + "enhancing pattern reconstructions using phase-seeded point holograms" + ] + } + } + }, + { + "query": "Could you show me any papers that reference \"Log-correlated random-energy models with extensive free-energy fluctuations: Pathologies caused by rare events as signatures of phase transitions\" and also delve into the extreme value statistics of fractional Brownian motion in line with the topics discussed in this important study?", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "Log-correlated random-energy models with extensive free-energy fluctuations: Pathologies caused by rare events as signatures of phase transitions", + "extreme value statistics of fractional Brownian motion in line with the topics discussed in this important study" + ] + } + } + }, + { + "query": "Find papers discussing fusion rocket propulsion for asteroid deflection or analyzing the practicality of fusion-powered engines, referencing \"A New Vision for Fusion Energy Research: Fusion Rocket Engines for Planetary Defense\".", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "fusion rocket propulsion for asteroid deflection", + "analyzing the practicality of fusion-powered engines", + "A New Vision for Fusion Energy Research: Fusion Rocket Engines for Planetary Defense" + ] + } + } + }, + { + "query": "Show publications by Colin McGinty on the topic of uncooled thermal imaging cameras.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "Colin McGinty" + ], + "paper": [ + "uncooled thermal imaging cameras" + ] + } + } + }, + { + "query": "Find publications from the coauthors of \"The Song of the Singing Rod\" that showcase demonstrations of time reversal communication through pipes and walls, dating back to 2016?", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "The Song of the Singing Rod", + "demonstrations of time reversal communication through pipes and walls, dating back to 2016" + ] + } + } + }, + { + "query": "Looking for publications on efficient algorithm development for fiber vibration sensing within Derivation methods.", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "Derivation methods" + ], + "paper": [ + "efficient algorithm development for fiber vibration sensing" + ] + } + } + }, + { + "query": "Hideyuki Takakura publications on predicting energy output using weather data", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "Hideyuki Takakura" + ], + "paper": [ + "predicting energy output using weather data" + ] + } + } + }, + { + "query": "Can you show me the papers written by the co-authors of \"Novel patterning of CdS / CdTe thin film with back contacts for photovoltaic application\" which also delve into the topic of patterned thin films in solar cell applications?", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Novel patterning of CdS / CdTe thin film with back contacts for photovoltaic application", + "patterned thin films in solar cell applications" + ] + } + } + }, + { + "query": "Could you find any 2017 papers discussing quantum fluctuations that were authored by Xiao-Jing Wei?", + "answer": { + "Metapath": "paper -> field_of_study -> paper <- author", + "Restriction": { + "paper": [ + "2017" + ], + "field_of_study": [ + "quantum fluctuations" + ], + "author": [ + "Xiao-Jing Wei" + ] + } + } + }, + { + "query": "Can you show me the articles from 2010 that have either referenced or were referenced by the study titled \"The Bolocam Galactic Plane Survey: \u03bb = 1.1 and 0.35 mm dust continuum emission in the Galactic center region\"?", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "The Bolocam Galactic Plane Survey: \u03bb = 1.1 and 0.35 mm dust continuum emission in the Galactic center region", + "articles from 2010" + ] + } + } + }, + { + "query": "Can you locate publications in high-field cryomagnet design for neutron diffraction experiments, specifically those involving a high-field cryomagnet, which also involve a collaborator from \"The French High Magnetic Field Facility\"?", + "answer": { + "Metapath": "field_of_study -> paper -> author -> institution", + "Restriction": { + "field_of_study": [ + "high-field cryomagnet design", + "neutron diffraction experiments" + ], + "paper": [ + "high-field cryomagnet" + ], + "institution": [ + "The French High Magnetic Field Facility" + ] + } + } + }, + { + "query": "Physics papers from Korea Science Academy of KAIST on Titan's haze feature", + "answer": { + "Metapath": "institution -> author -> paper <- field_of_study", + "Restriction": { + "institution": [ + "Korea Science Academy of KAIST" + ], + "paper": [ + "Titan's haze feature" + ], + "field_of_study": [ + "physics" + ] + } + } + }, + { + "query": "Can you find papers authored by the researchers who developed ways to identify network motifs in expanding networks, similar to the approach in their co-authored work, \"Identifying emerging motif in growing networks\"?", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Identifying emerging motif in growing networks", + "ways to identify network motifs in expanding networks" + ] + } + } + }, + { + "query": "Can you find research papers that implemented micro-texturing methods comparable to the ones used in \"High-efficiency microcrystalline silicon solar cells on honeycomb textured substrates grown with high-rate VHF plasma-enhanced chemical vapor deposition\"? These papers should have also been referenced in subsequent studies investigating the efficiency of textured substrates for solar cells.", + "answer": { + "Metapath": "paper -> paper -> paper", + "Restriction": { + "paper": [ + "High-efficiency microcrystalline silicon solar cells on honeycomb textured substrates grown with high-rate VHF plasma-enhanced chemical vapor deposition", + "micro-texturing methods comparable", + "efficiency of textured substrates for solar cells" + ] + } + } + }, + { + "query": "Which publications from M. Kumarasamy College of Engineering authors focus on studying the properties of materials?", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "M. Kumarasamy College of Engineering" + ], + "paper": [ + "studying the properties of materials" + ] + } + } + }, + { + "query": "Can you find me papers published in 2013 in the field of astroparticle physics that either cite or are cited by \"Effects of kination and scalar-tensor cosmologies on sterile neutrinos\"?", + "answer": { + "Metapath": "field_of_study -> paper -> paper", + "Restriction": { + "field_of_study": [ + "astroparticle physics" + ], + "paper": [ + "published in 2013", + "Effects of kination and scalar-tensor cosmologies on sterile neutrinos" + ] + } + } + }, + { + "query": "Which publications from Netaji Subhas Institute of Technology authors discuss cosmological models involving strings and magnetic fields?", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "Netaji Subhas Institute of Technology" + ], + "paper": [ + "cosmological models involving strings and magnetic fields" + ] + } + } + }, + { + "query": "Show me 2018 publications discussing the application of gallium oxide in CIGS layers.", + "answer": { + "Metapath": "paper", + "Restriction": { + "paper": [ + "2018", + "application of gallium oxide in CIGS layers" + ] + } + } + }, + { + "query": "Show me publications by S.A. Nikitin on methods for measuring beam energy.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "S.A. Nikitin" + ], + "paper": [ + "methods for measuring beam energy" + ] + } + } + }, + { + "query": "Search for publications by Hyron Spinrad focusing on Lyman-alpha emission in galaxies at redshift approximately 7.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "Hyron Spinrad" + ], + "paper": [ + "Lyman-alpha emission in galaxies at redshift approximately 7" + ] + } + } + }, + { + "query": "Show me publications by M. F. de Andrade that study the interactions of monomers within a lattice structure.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "M. F. de Andrade" + ], + "paper": [ + "interactions of monomers within a lattice structure" + ] + } + } + }, + { + "query": "Are there any publications by scholars from Honolulu Community College on the topic of recurrent coronal jets observed in 2013?", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "Honolulu Community College" + ], + "paper": [ + "recurrent coronal jets observed in 2013" + ] + } + } + }, + { + "query": "Does the European Bioinformatics Institute have any publications investigating energy-efficient data collection methods in Phaser-based crystallography research?", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "European Bioinformatics Institute" + ], + "paper": [ + "energy-efficient data collection methods in Phaser-based crystallography research" + ] + } + } + }, + { + "query": "Are there any publications by Sumit Ashtekar which focus on investigating the cooperative rearrangements in glass influenced by temperature variations?", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "Sumit Ashtekar" + ], + "paper": [ + "investigating the cooperative rearrangements in glass influenced by temperature variations" + ] + } + } + }, + { + "query": "Can you provide other papers citing or being cited by \"Multi-photon entanglement in high dimensions\" which exhibit a large-scale violation of Bell inequalities?", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "Multi-photon entanglement in high dimensions", + "large-scale violation of Bell inequalities" + ] + } + } + }, + { + "query": "Show me publications from Lincoln University (Pennsylvania) researchers regarding the quantification of tissue components using innovative CT scanner technology.", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "Lincoln University (Pennsylvania)" + ], + "paper": [ + "quantification of tissue components using innovative CT scanner technology" + ] + } + } + }, + { + "query": "Could you locate studies where a common coauthor contributed to \"Anomalous Hall effects in Co2FeSi Heusler compound films and Co2FeSi-Al2O3 granular films\", that also explore the field of charge transport mechanisms similarly, and delve into the investigation of these transport mechanisms?", + "answer": { + "Metapath": "paper -> author -> paper <- field_of_study", + "Restriction": { + "paper": [ + "Anomalous Hall effects in Co2FeSi Heusler compound films and Co2FeSi-Al2O3 granular films", + "explore the field of charge transport mechanisms similarly, and delve into the investigation of these transport mechanisms" + ], + "field_of_study": [ + "charge transport mechanisms" + ] + } + } + }, + { + "query": "Find publications by co-authors of 'Dictionary-based image reconstruction for superresolution in integrated circuit imaging' focusing on digital biosensor techniques.", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Dictionary-based image reconstruction for superresolution in integrated circuit imaging", + "digital biosensor techniques" + ] + } + } + }, + { + "query": "Can you show me any papers that cite or are cited by the paper \"Scattering of waves by a planar junction between resistive half-screen and perfectly electric conducting wedge\" and discuss wave diffraction at surfaces?", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "Scattering of waves by a planar junction between resistive half-screen and perfectly electric conducting wedge", + "wave diffraction at surfaces" + ] + } + } + }, + { + "query": "Could you find any 2019 publications by G. Wang that offer a revised exploration of the gravitational-wave source GW170817?", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "G. Wang" + ], + "paper": [ + "2019", + "revised exploration of the gravitational-wave source GW170817" + ] + } + } + }, + { + "query": "Search for publications by authors of \"Differential ghost imaging in time domain\" that further explore the topic of differential ghost imaging in the time domain.", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Differential ghost imaging in time domain", + "differential ghost imaging in the time domain" + ] + } + } + }, + { + "query": "Could you list some academic papers in the realm of Higher-order statistics, focusing particularly on those that study Cosmic Microwave Background (CMB) constraints related to spinning particles?", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "Higher-order statistics", + "Cosmic Microwave Background (CMB)", + "spinning particles" + ] + } + } + }, + { + "query": "Could you show me a selection of studies on Rapid Refresh that delve into the connection between lake breeze fronts and their corresponding ozone levels?", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "Rapid Refresh" + ], + "paper": [ + "connection between lake breeze fronts and their corresponding ozone levels" + ] + } + } + }, + { + "query": "Could you search for articles related to ferroelectric and dielectric materials, specifically focusing on the dielectric properties of strontium titanate, whose author also contributed to the paper \"Effect of inactive volume on thermocouple measurements of electrocaloric temperature change in multilayer capacitors of 0.9Pb(Mg1/3Nb2/3)O3\u20130.1PbTiO3?", + "answer": { + "Metapath": "paper -> author -> paper <- field_of_study", + "Restriction": { + "paper": [ + "Effect of inactive volume on thermocouple measurements of electrocaloric temperature change in multilayer capacitors of 0.9Pb(Mg1/3Nb2/3)O3\u20130.1PbTiO3", + "dielectric properties of strontium titanate" + ], + "field_of_study": [ + "ferroelectric materials", + "dielectric materials" + ] + } + } + }, + { + "query": "Show me publications by Hongmei Li on various alloy joining techniques.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "Hongmei Li" + ], + "paper": [ + "various alloy joining techniques" + ] + } + } + }, + { + "query": "Search for publications on minimum detector dimensions for effectiveness in infrared point sensing technologies.", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "infrared point sensing technologies" + ], + "paper": [ + "minimum detector dimensions for effectiveness" + ] + } + } + }, + { + "query": "Looking for papers from Deutsche Forschungsgemeinschaft discussing circular polarizers in the context of split-ring resonator studies.", + "answer": { + "Metapath": "institution -> author -> paper <- field_of_study", + "Restriction": { + "institution": [ + "Deutsche Forschungsgemeinschaft" + ], + "paper": [ + "circular polarizers in the context of split-ring resonator studies" + ], + "field_of_study": [ + "split-ring resonator studies" + ] + } + } + }, + { + "query": "I'm looking for papers related to heating elements focused on the study of compact routing methods to enhance the efficiency of thermo-optic switches through better heat distribution in the optical parts.", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "heating elements", + "compact routing methods", + "thermo-optic switches", + "heat distribution in optical parts" + ] + } + } + }, + { + "query": "Are there any documents whose co-author also contributed to \"Cylindrical and spherical electron acoustic solitary waves in the presence of superthermal hot electrons\", that belong to the same research field and explore the topic of dust acoustic shock waves?", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Cylindrical and spherical electron acoustic solitary waves in the presence of superthermal hot electrons", + "dust acoustic shock waves" + ] + } + } + }, + { + "query": "Publications on chaos-induced localization in modulated lattice structures by authors affiliated with Huanghe Science and Technology College.", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "Huanghe Science and Technology College" + ], + "paper": [ + "chaos-induced localization in modulated lattice structures" + ] + } + } + }, + { + "query": "Could you find any research papers related to bandwidth signal processing and proposing a new phase modulation technique, authored by someone from Ulster University?", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "Ulster University" + ], + "paper": [ + "bandwidth signal processing", + "proposing a new phase modulation technique" + ] + } + } + }, + { + "query": "I'm looking for publications related to stamping that explore the capabilities of paper sensors in defect detection.", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "stamping", + "defect detection" + ], + "paper": [ + "capabilities of paper sensors in defect detection" + ] + } + } + }, + { + "query": "What are the papers referenced in \"Radiative Corrections from Heavy Fast-Roll Fields during Inflation\" that also discuss the effects of horizon scale perturbations created during inflation?", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "Radiative Corrections from Heavy Fast-Roll Fields during Inflation", + "effects of horizon scale perturbations created during inflation" + ] + } + } + }, + { + "query": "I'm looking for 2013 papers in the field of interfacial phenomena and colloid or surfactant-based complex fluids, which share a coauthor with the paper titled \"Correlating contact line capillarity and dynamic contact angle hysteresis in surfactant-nanoparticle based complex fluids\".", + "answer": { + "Metapath": "field_of_study -> paper -> author -> paper", + "Restriction": { + "field_of_study": [ + "interfacial phenomena", + "colloid", + "surfactant-based complex fluids" + ], + "paper": [ + "Correlating contact line capillarity and dynamic contact angle hysteresis in surfactant-nanoparticle based complex fluids", + "2013" + ] + } + } + }, + { + "query": "Would you please look for other research papers that have a shared co-author with \"Two-dimensional atom localization via controlled spontaneous emission from a driven tripod system\". These must also study population transfer using tunneling pulses in the domain of atom optics, consistent with the initial paper's field of investigation.", + "answer": { + "Metapath": "paper -> author -> paper <- field_of_study", + "Restriction": { + "paper": [ + "Two-dimensional atom localization via controlled spontaneous emission from a driven tripod system", + "population transfer using tunneling pulses in the domain of atom optics" + ], + "field_of_study": [ + "atom optics" + ] + } + } + }, + { + "query": "Search for publications with a common author from \"Tunable photon statistics in parametrically amplified photonic molecules,\" related to the same research area, and include a 2016 co-authored work on controllable optical chaos.", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Tunable photon statistics in parametrically amplified photonic molecules", + "2016 co-authored work on controllable optical chaos" + ] + } + } + }, + { + "query": "Can you find any publications from the co-authors of the paper \"Neutron-deuteron breakup reaction as a tool for studying neutron-neutron interactions,\" particularly those that discuss nuclear reaction simulation programs?", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Neutron-deuteron breakup reaction as a tool for studying neutron-neutron interactions", + "nuclear reaction simulation programs" + ] + } + } + }, + { + "query": "Could you show me some papers related to the Damping Capacity focusing on the mechanical properties of alloys and how they impact damping?", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "Damping Capacity", + "mechanical properties of alloys" + ], + "paper": [ + "impact damping" + ] + } + } + }, + { + "query": "Could you please show me some papers focusing on the Mediterranean Basin, specifically examining the impact of the Arctic Oscillation on the Eastern Mediterranean climate?", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "Mediterranean Basin", + "Arctic Oscillation", + "Eastern Mediterranean climate" + ], + "paper": [ + "impact of the Arctic Oscillation on the Eastern Mediterranean climate" + ] + } + } + }, + { + "query": "Could you help me locate papers from 2013 related to heat and mass transfer effects in porous media that have at least one common coauthor with \"Similarity Solution for Free Convection Flow of a Micropolar Fluid under Convective Boundary Condition via Lie Scaling Group Transformations\" and broadly fall within the same research area?", + "answer": { + "Metapath": "paper -> author -> paper <- field_of_study", + "Restriction": { + "paper": [ + "Similarity Solution for Free Convection Flow of a Micropolar Fluid under Convective Boundary Condition via Lie Scaling Group Transformations", + "heat and mass transfer effects in porous media", + "2013" + ], + "field_of_study": [ + "heat transfer", + "mass transfer", + "porous media" + ] + } + } + }, + { + "query": "Show me publications by X. R. Lu on the impact of quadrupole magnets.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "X. R. Lu" + ], + "paper": [ + "impact of quadrupole magnets" + ] + } + } + }, + { + "query": "Show me publications from the co-authors of 'Weyl anomaly and the C-function in \u03bb-deformed CFTs' where anomalous dimensions are discussed.", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Weyl anomaly and the C-function in \u03bb-deformed CFTs", + "anomalous dimensions" + ] + } + } + }, + { + "query": "I'm looking for papers with a shared co-author from \"A possible NN*(1440) quasi-molecular state\", in the same field of nucleon-nucleon resonance states research, that also discuss nucleon-nucleon resonance states.", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "A possible NN*(1440) quasi-molecular state", + "nucleon-nucleon resonance states research", + "nucleon-nucleon resonance states" + ] + } + } + }, + { + "query": "Show me papers from the co-authors of \"Projective synchronization of a complex network with different fractional order chaos nodes\" where a new image encryption algorithm is proposed.", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Projective synchronization of a complex network with different fractional order chaos nodes", + "new image encryption algorithm" + ] + } + } + }, + { + "query": "Search for publications by L. V. Volkova on nonradiative transition rate calculations.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "L. V. Volkova" + ], + "paper": [ + "nonradiative transition rate calculations" + ] + } + } + }, + { + "query": "Which studies from Kennesaw State University authors propose in situ techniques for tracking damage in concrete?", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "Kennesaw State University" + ], + "paper": [ + "propose in situ techniques for tracking damage in concrete" + ] + } + } + }, + { + "query": "Seeking publications on secondary frequency standards advancing frequency measurement precision without reliance on local oscillators. Interested in innovative methods for high-accuracy frequency determination devoid of local standard comparison.", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "secondary frequency standards", + "frequency measurement precision", + "high-accuracy frequency determination" + ], + "paper": [ + "advancing frequency measurement precision without reliance on local oscillators", + "innovative methods for high-accuracy frequency determination devoid of local standard comparison" + ] + } + } + }, + { + "query": "Are there any articles authored by the same person who co-wrote \"Initiation of layered high-energy material compositions by nanosecond high-current electron beams\" that focus on the initiation of explosives using electron beams, and are aligned with the research field of using electron beams to ignite energetic materials?", + "answer": { + "Metapath": "paper -> author -> paper <- field_of_study", + "Restriction": { + "paper": [ + "Initiation of layered high-energy material compositions by nanosecond high-current electron beams", + "initiation of explosives using electron beams" + ], + "field_of_study": [ + "using electron beams to ignite energetic materials" + ] + } + } + }, + { + "query": "Does the Austrian Academy of Sciences have any publications on Collision-related topics, specifically examining the performance of the CMS muon detector?", + "answer": { + "Metapath": "institution -> author -> paper <- field_of_study", + "Restriction": { + "institution": [ + "Austrian Academy of Sciences" + ], + "paper": [ + "performance of the CMS muon detector" + ], + "field_of_study": [ + "Collision-related topics" + ] + } + } + }, + { + "query": "I'm looking for papers discussing the representation and integration of the ionosphere and lower atmosphere in the Navy Global Environmental Model. Could you help me find some?", + "answer": { + "Metapath": "paper", + "Restriction": { + "paper": [ + "representation and integration of the ionosphere and lower atmosphere in the Navy Global Environmental Model" + ] + } + } + }, + { + "query": "Show me research papers about Climbing that reference the study of binary stars.", + "answer": { + "Metapath": "field_of_study -> paper -> paper", + "Restriction": { + "field_of_study": [ + "Climbing" + ], + "paper": [ + "study of binary stars" + ] + } + } + }, + { + "query": "I'm looking for papers exploring phase transitions, like in the 2016 study \"Phase diagram of the mixed spin-2 and spin-5/2 Ising system with two different single-ion anisotropies\". These papers should share a coauthor with this study and also belong to the same area of research.", + "answer": { + "Metapath": "paper -> author -> paper <- field_of_study", + "Restriction": { + "paper": [ + "Phase diagram of the mixed spin-2 and spin-5/2 Ising system with two different single-ion anisotropies" + ], + "field_of_study": [ + "phase transitions" + ] + } + } + }, + { + "query": "Show me articles by Si-Hang Wei on extracting single photons from solid-state sources.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "Si-Hang Wei" + ], + "paper": [ + "extracting single photons from solid-state sources" + ] + } + } + }, + { + "query": "Are there any Physics papers on Arxiv related to the Robert Stobie Spectrograph Near Infrared Instrument within the Paradigm context?", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "Physics" + ], + "paper": [ + "Robert Stobie Spectrograph Near Infrared Instrument within the Paradigm context" + ] + } + } + }, + { + "query": "Show me articles exploring methods for analyzing thermal layering in hot water storage systems.", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "thermal layering", + "hot water storage systems" + ], + "paper": [ + "methods for analyzing thermal layering in hot water storage systems" + ] + } + } + }, + { + "query": "Does the Sea Mammal Research Unit have any publications on the study of the significance and behavioral meaning of slow clicks in male sperm whales, particularly in the context of Predation?", + "answer": { + "Metapath": "institution -> author -> paper <- field_of_study", + "Restriction": { + "institution": [ + "Sea Mammal Research Unit" + ], + "paper": [ + "significance and behavioral meaning of slow clicks in male sperm whales" + ], + "field_of_study": [ + "Predation" + ] + } + } + }, + { + "query": "Can you find papers discussing the frictional force on an atom near a surface that reference or have been influenced by 'Cherenkov friction on a neutral particle moving parallel to a dielectric'?", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "frictional force on an atom near a surface", + "Cherenkov friction on a neutral particle moving parallel to a dielectric" + ] + } + } + }, + { + "query": "Could you track down some articles that have at least one shared author with the paper \"Peculiarities of Phase Formation in TbBO 3 during Isothermal Annealing\", align with the same discipline studying structural modifications during annealing, and also delve into the discussion of structural transformations?", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Peculiarities of Phase Formation in TbBO 3 during Isothermal Annealing", + "structural modifications during annealing", + "structural transformations" + ] + } + } + }, + { + "query": "Looking for papers that have cited \"Non-Abelian S=1 chiral spin liquid on the kagome lattice\" and discuss the discovery of the fractional quantum Hall effect in kagome Heisenberg models, or are related to uncovering fractional quantum Hall phases in frustrated spin systems.", + "answer": { + "Metapath": "paper -> paper <- field_of_study", + "Restriction": { + "paper": [ + "Non-Abelian S=1 chiral spin liquid on the kagome lattice", + "discovery of the fractional quantum Hall effect in kagome Heisenberg models", + "uncovering fractional quantum Hall phases in frustrated spin systems" + ], + "field_of_study": [ + "fractional quantum Hall effect", + "kagome Heisenberg models", + "frustrated spin systems" + ] + } + } + }, + { + "query": "Show me publications written by George Hashimoto related to the chemical makeup of the clouds on Venus.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "George Hashimoto" + ], + "paper": [ + "chemical makeup of the clouds on Venus" + ] + } + } + }, + { + "query": "Can you find papers that are referenced in \"Rescuing a Quantum Phase Transition with Quantum Noise\" and also explore quantum phase transitions within the context of a dissipative resonant level model?", + "answer": { + "Metapath": "paper -> paper <- field_of_study", + "Restriction": { + "paper": [ + "Rescuing a Quantum Phase Transition with Quantum Noise", + "quantum phase transitions within the context of a dissipative resonant level model" + ], + "field_of_study": [ + "quantum phase transitions", + "dissipative resonant level model" + ] + } + } + }, + { + "query": "Are there papers, mutually authored with \"Cross-shaped metal\u2013semiconductor\u2013metal plasmonic crystal for terahertz modulator\", and discussing THz isolators, within the same research field?", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Cross-shaped metal\u2013semiconductor\u2013metal plasmonic crystal for terahertz modulator", + "THz isolators", + "within the same research field" + ] + } + } + }, + { + "query": "Looking for papers co-authored by someone involved in \"Strain transferring mechanism analysis of the substrate-bonded FBG sensor\". The papers should be in the similar field which is fiber optic strain sensors, and further discuss their development and application.", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Strain transferring mechanism analysis of the substrate-bonded FBG sensor", + "in the similar field which is fiber optic strain sensors, and further discuss their development and application" + ] + } + } + }, + { + "query": "Search for publications by A. M. Yaremko related to the study of phonon characteristics.", + "answer": { + "Metapath": "author -> paper <- field_of_study", + "Restriction": { + "author": [ + "A. M. Yaremko" + ], + "field_of_study": [ + "phonon characteristics" + ] + } + } + }, + { + "query": "Find publications by Techno India authors on the relationship between various dark energy theories.", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "Techno India" + ], + "paper": [ + "relationship between various dark energy theories" + ] + } + } + }, + { + "query": "What are the high-power pulse-delivering papers cited by \"Overcoming bifurcation instability in high-repetition-rate Ho:YLF regenerative amplifiers\"?", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "Overcoming bifurcation instability in high-repetition-rate Ho:YLF regenerative amplifiers", + "high-power pulse-delivering" + ] + } + } + }, + { + "query": "What are some papers showcasing unique magneto-optical phenomena that are cited by or related to the study entitled \"Wide tunability of magnetoplasmonic crystals due to excitation of multiple waveguide and plasmon modes\", which investigates a new magneto-optical effect?", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "Wide tunability of magnetoplasmonic crystals due to excitation of multiple waveguide and plasmon modes", + "unique magneto-optical phenomena" + ] + } + } + }, + { + "query": "Could you locate papers sharing a coauthor with \"Quantum mechanics of null polygonal Wilson loops\", operating within the identical study field, and addressing the three-loop contributions in said field?", + "answer": { + "Metapath": "paper -> author -> paper <- field_of_study", + "Restriction": { + "paper": [ + "Quantum mechanics of null polygonal Wilson loops", + "three-loop contributions" + ], + "field_of_study": [ + "quantum mechanics" + ] + } + } + }, + { + "query": "List of studies on glycolic acid-treated porous microspheres in research.", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "glycolic acid-treated porous microspheres" + ] + } + } + }, + { + "query": "Which publications focus on non-invasive brain activity monitoring authored by individuals affiliated with Oulu University Hospital?", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "Oulu University Hospital" + ], + "paper": [ + "non-invasive brain activity monitoring" + ] + } + } + }, + { + "query": "Show me the publications from the co-authors of 'Eigenmodes of lined flow ducts with rigid splices' which further delve into the study of transition in rotating plane flows.", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Eigenmodes of lined flow ducts with rigid splices", + "transition in rotating plane flows" + ] + } + } + }, + { + "query": "Are there any Optics-related research articles from Maastricht University Medical Centre that explore validation techniques for radiation treatment plans utilizing onboard imaging systems?", + "answer": { + "Metapath": "institution -> author -> paper <- field_of_study", + "Restriction": { + "institution": [ + "Maastricht University Medical Centre" + ], + "paper": [ + "validation techniques for radiation treatment plans utilizing onboard imaging systems" + ], + "field_of_study": [ + "Optics" + ] + } + } + }, + { + "query": "I'm looking for articles that have shared authorship with \"Analytic approximation for the primordial spectra of single scalar potential models and its use in their reconstruction\". Additionally, these papers should be from the same field of study as the paper titled \"Analytic approximation for the primordial spectra of single scalar potential models and its use in their reconstruction\", which was published in early 2016 in Physical Review D, focusing on inflation.", + "answer": { + "Metapath": "paper -> author -> paper <- field_of_study", + "Restriction": { + "paper": [ + "Analytic approximation for the primordial spectra of single scalar potential models and its use in their reconstruction", + "published in early 2016 in Physical Review D", + "inflation" + ], + "field_of_study": [ + "inflation", + "primordial spectra", + "scalar potential models" + ] + } + } + }, + { + "query": "Show me publications by Chaomei Xie that discuss neutron scattering spectrometer designs utilizing neutron scattering methods.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "Chaomei Xie" + ], + "paper": [ + "neutron scattering spectrometer designs utilizing neutron scattering methods" + ] + } + } + }, + { + "query": "Search for articles written by R. P. Mart\u00ednez-y-Romero on the topic of motion within inverse potential systems.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "R. P. Mart\u00ednez-y-Romero" + ], + "paper": [ + "motion within inverse potential systems" + ] + } + } + }, + { + "query": "Search for papers on Hydroxyl Tagging Velocimetry (HTV) methods used for measuring velocities in rocket nozzle flows, preferably including detailed application of this flow visualization technique in such contexts.", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "Hydroxyl Tagging Velocimetry (HTV)", + "rocket nozzle flows" + ], + "paper": [ + "detailed application of this flow visualization technique in such contexts" + ] + } + } + }, + { + "query": "I'm looking for research articles on modulated ultrasound, specifically those examining the characteristics of amplitude-modulated ultrasound signals.", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "modulated ultrasound" + ], + "paper": [ + "characteristics of amplitude-modulated ultrasound signals" + ] + } + } + }, + { + "query": "Look for papers discussing two-dimensional arrays of dipoles that are in the same field as \"Magnetic anisotropy of elongated thin ferromagnetic nano-islands for artificial spin ice arrays\" and also have at least one author in common.", + "answer": { + "Metapath": "paper -> field_of_study -> paper -> author -> paper", + "Restriction": { + "paper": [ + "Magnetic anisotropy of elongated thin ferromagnetic nano-islands for artificial spin ice arrays", + "two-dimensional arrays of dipoles" + ], + "field_of_study": [ + "same field as Magnetic anisotropy of elongated thin ferromagnetic nano-islands for artificial spin ice arrays" + ] + } + } + }, + { + "query": "Atomic physics publications from New Bulgarian University on quantum dot binding energy", + "answer": { + "Metapath": "institution -> author -> paper <- field_of_study", + "Restriction": { + "institution": [ + "New Bulgarian University" + ], + "paper": [ + "quantum dot binding energy" + ], + "field_of_study": [ + "atomic physics" + ] + } + } + }, + { + "query": "List articles exploring the role of large igneous provinces in mass extinction events.", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "large igneous provinces", + "mass extinction events" + ] + } + } + }, + { + "query": "Can you find any publications by the authors of \"Tradeoffs in the Realization of Electrically Pumped Vertical External Cavity Surface Emitting Lasers,\" that delve into the topic of hybrid quantum well/quantum dot structures in the context of lasers?", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Tradeoffs in the Realization of Electrically Pumped Vertical External Cavity Surface Emitting Lasers", + "hybrid quantum well/quantum dot structures in the context of lasers" + ] + } + } + }, + { + "query": "Show me publications by Tingting Jia on the topic of luminescence characteristics.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "Tingting Jia" + ], + "paper": [ + "luminescence characteristics" + ] + } + } + }, + { + "query": "Show me publications by L. Trepl on transit timing variations of large exoplanets.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "L. Trepl" + ], + "paper": [ + "transit timing variations of large exoplanets" + ] + } + } + }, + { + "query": "Show me articles on the topic of state-space models focused on methods for identifying parameters.", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "state-space models" + ], + "paper": [ + "methods for identifying parameters" + ] + } + } + }, + { + "query": "Show me publications by Oliver Edwards related to the detection of long-wave vapors.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "Oliver Edwards" + ], + "paper": [ + "detection of long-wave vapors" + ] + } + } + }, + { + "query": "What are some papers cited by \"Bounds on the longitudinal and shear wave attenuation ratio of polycrystalline materials\" that also explore scattering properties akin to those examined in this paper?", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "Bounds on the longitudinal and shear wave attenuation ratio of polycrystalline materials", + "scattering properties akin to those examined in this paper" + ] + } + } + }, + { + "query": "Can you find me papers related to random walks that have either referenced or been referenced by the paper titled \"Unimodal and bimodal random motions of independent exponential steps,\" which includes a discussion on random walks in its analysis?", + "answer": { + "Metapath": "field_of_study -> paper -> paper", + "Restriction": { + "field_of_study": [ + "random walks" + ], + "paper": [ + "Unimodal and bimodal random motions of independent exponential steps", + "random walks in its analysis" + ] + } + } + }, + { + "query": "Does any research from D\u00fczce University explore the electrical properties dependent on temperature within the context of Thermionic emission?", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "D\u00fczce University" + ], + "paper": [ + "electrical properties dependent on temperature within the context of Thermionic emission" + ] + } + } + }, + { + "query": "Are there more articles exploring the behaviour of applied frequency fields, written by at least one author from \"Effects of an applied low frequency field on the dynamics of a two-level atom interacting with a single-mode field\", with a focus on the influence of these fields on quantum mechanical systems?", + "answer": { + "Metapath": "paper -> author -> paper <- field_of_study", + "Restriction": { + "paper": [ + "Effects of an applied low frequency field on the dynamics of a two-level atom interacting with a single-mode field", + "behaviour of applied frequency fields", + "influence of these fields on quantum mechanical systems" + ], + "field_of_study": [ + "quantum mechanical systems" + ] + } + } + }, + { + "query": "What are the references cited in the paper \"In-situ gallium-doping for forming p+ germanium-tin and application in germanium-tin p-i-n photodetector\" that discuss the realization of lasing in a GeSn direct bandgap alloy using the techniques described?", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "In-situ gallium-doping for forming p+ germanium-tin and application in germanium-tin p-i-n photodetector", + "realization of lasing in a GeSn direct bandgap alloy using the techniques described" + ] + } + } + }, + { + "query": "Can you find papers that expand on the analysis of light's momentum, referencing the findings from \"Decomposition of the Total Electromagnetic Momentum in a Linear Dielectric into Field and Matter Components\"?", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "Decomposition of the Total Electromagnetic Momentum in a Linear Dielectric into Field and Matter Components", + "analysis of light's momentum" + ] + } + } + }, + { + "query": "Find papers citing \"Scintillation Light Detection System in LArIAT\" that investigate the impact of nitrogen impurities in liquid argon time projection chambers.", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "Scintillation Light Detection System in LArIAT", + "impact of nitrogen impurities in liquid argon time projection chambers" + ] + } + } + }, + { + "query": "Physics papers related to BorgWarner Inc. involving vortex ring research", + "answer": { + "Metapath": "institution -> author -> paper <- field_of_study", + "Restriction": { + "institution": [ + "BorgWarner Inc." + ], + "field_of_study": [ + "physics", + "vortex ring research" + ] + } + } + }, + { + "query": "Find 2014 Optoelectronics papers affiliated with Vignan University.", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "Vignan University" + ], + "paper": [ + "2014", + "Optoelectronics" + ] + } + } + }, + { + "query": "Is there any research from Stonehill College providing methods to measure spatial coherence in the realm of physics?", + "answer": { + "Metapath": "institution -> author -> paper <- field_of_study", + "Restriction": { + "institution": [ + "Stonehill College" + ], + "paper": [ + "methods to measure spatial coherence" + ], + "field_of_study": [ + "physics" + ] + } + } + }, + { + "query": "Show me papers written by A. Hussain on the topic of laser treatment for tungsten carbide coatings.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "A. Hussain" + ], + "paper": [ + "laser treatment for tungsten carbide coatings" + ] + } + } + }, + { + "query": "Are there any publications from SUNY Downstate Medical Center about multi-domain breast imaging techniques?", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "SUNY Downstate Medical Center" + ], + "paper": [ + "multi-domain breast imaging techniques" + ] + } + } + }, + { + "query": "Show me research articles on closed string field theory interactions within Teichm\u00fcller spaces.", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "closed string field theory", + "Teichm\u00fcller spaces" + ] + } + } + }, + { + "query": "Show me publications by Vinayak Garg that investigate the relationship and impact of temperature.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "Vinayak Garg" + ], + "paper": [ + "relationship and impact of temperature" + ] + } + } + }, + { + "query": "Are there any studies authored by the same individual who co-wrote \"Beamforming by Left-Handed Extraordinary Transmission Metamaterial Bi- and Plano-Concave Lens at Millimeter-Waves\", and, like this paper, delve into the domain of material designs meant to advance the propagation of surface plasmons?", + "answer": { + "Metapath": "paper -> author -> paper <- field_of_study", + "Restriction": { + "paper": [ + "Beamforming by Left-Handed Extraordinary Transmission Metamaterial Bi- and Plano-Concave Lens at Millimeter-Waves", + "material designs meant to advance the propagation of surface plasmons" + ], + "field_of_study": [ + "surface plasmons", + "material designs" + ] + } + } + }, + { + "query": "I'm looking for scholarly articles that have at least one common author with \"Issues on generating primordial anisotropies at the end of inflation\". They should also be in the same domain and delve into the topic of scalar and tensor perturbations generated at the end of inflation.", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Issues on generating primordial anisotropies at the end of inflation", + "scalar and tensor perturbations generated at the end of inflation" + ] + } + } + }, + { + "query": "I'm looking for research articles related to the self-ionization of water, focusing on experimental approaches used to identify micro-scale leaks.", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "self-ionization of water", + "experimental approaches", + "micro-scale leaks" + ], + "paper": [ + "self-ionization of water", + "experimental approaches used to identify micro-scale leaks" + ] + } + } + }, + { + "query": "Publications by University of Salzburg authors on measuring solar neutrino flux with a novel mineral", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "University of Salzburg" + ], + "paper": [ + "measuring solar neutrino flux with a novel mineral" + ] + } + } + }, + { + "query": "Search for publications by coauthors of \"Modeling of Hot Plasma in the Solar Active Region Core\" focusing on the temperature distribution in coronal loops based on their results.", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Modeling of Hot Plasma in the Solar Active Region Core", + "temperature distribution in coronal loops based on their results" + ] + } + } + }, + { + "query": "Show me publications by Nihar Mohanty on testing techniques for silicon-on-insulator (SOI) devices.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "Nihar Mohanty" + ], + "paper": [ + "testing techniques for silicon-on-insulator (SOI) devices" + ] + } + } + }, + { + "query": "Could you locate articles that have a common author with the paper \"CHARACTERIZATION OF A THIN SILICON SENSOR FOR ACTIVE NEUTRON PERSONAL DOSEMETERS\", that similarly focus on the field of radiation dosimetry, and explore the method of thermal neutron calibration for enhanced precision in dose measurement?", + "answer": { + "Metapath": "paper -> author -> paper <- field_of_study", + "Restriction": { + "paper": [ + "CHARACTERIZATION OF A THIN SILICON SENSOR FOR ACTIVE NEUTRON PERSONAL DOSEMETERS", + "thermal neutron calibration for enhanced precision in dose measurement" + ], + "field_of_study": [ + "radiation dosimetry" + ] + } + } + }, + { + "query": "Could you show me some research papers discussing the melting processes in the context of the Slip melting point field?", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "Slip melting point" + ], + "paper": [ + "melting processes" + ] + } + } + }, + { + "query": "What other research studies on the computation of Casimir forces at close distances have referenced or been referenced by the study titled \"Interplay of roughness/modulation and curvature at proximity\"?", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "computation of Casimir forces at close distances", + "Interplay of roughness/modulation and curvature at proximity" + ] + } + } + }, + { + "query": "Publications on beamed energy rocket propulsion by authors affiliated with Edogawa University on Arxiv", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "Edogawa University" + ], + "paper": [ + "beamed energy rocket propulsion" + ] + } + } + }, + { + "query": "I'm looking for papers on superconductors written by David Ernsting, could you help me find them?", + "answer": { + "Metapath": "author -> paper <- field_of_study", + "Restriction": { + "author": [ + "David Ernsting" + ], + "field_of_study": [ + "superconductors" + ] + } + } + }, + { + "query": "Find articles on laser-treated iron film surface enhancements for improved rust prevention.", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "laser-treated iron film surface enhancements", + "rust prevention" + ] + } + } + }, + { + "query": "Find publications by co-authors of \"All-Optical Highly Sensitive Chromatic Dispersion Monitoring Method Utilizing Phase-Matched Four-Wave Mixing\" on applying four-wave mixing in chromatic dispersion monitoring, wavelength conversion, and improving extinction ratio.", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "All-Optical Highly Sensitive Chromatic Dispersion Monitoring Method Utilizing Phase-Matched Four-Wave Mixing", + "applying four-wave mixing in chromatic dispersion monitoring, wavelength conversion, and improving extinction ratio" + ] + } + } + }, + { + "query": "Could you please find me any papers discussing neutrino properties at electroweak scale temperatures, written by co-authors of the paper titled 'Longitudinal Conductivity in Strong Magnetic Field in Perturbative QCD: Complete Leading Order'?", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Longitudinal Conductivity in Strong Magnetic Field in Perturbative QCD: Complete Leading Order", + "neutrino properties at electroweak scale temperatures" + ] + } + } + }, + { + "query": "Are there any papers by Naver Corporation researchers on the computational simulation of argon gas injection?", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "Naver Corporation" + ], + "paper": [ + "computational simulation of argon gas injection" + ] + } + } + }, + { + "query": "What are the papers on functional OCT imaging referenced by \"Common-Path Optical Coherence Tomography Using a Conical-Frustum-Tip Fiber Probe\"?", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "Common-Path Optical Coherence Tomography Using a Conical-Frustum-Tip Fiber Probe", + "functional OCT imaging" + ] + } + } + }, + { + "query": "Search for papers by Sheng Li on giant superconducting fluctuations and anomalous semiconductor behavior.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "Sheng Li" + ], + "paper": [ + "giant superconducting fluctuations", + "anomalous semiconductor behavior" + ] + } + } + }, + { + "query": "Show me papers by Ranjeet Singh on the topic of Raman third harmonic generation.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "Ranjeet Singh" + ], + "paper": [ + "Raman third harmonic generation" + ] + } + } + }, + { + "query": "What research analyzing the properties of an open cluster has been referenced in \"AN EMPIRICAL CONNECTION BETWEEN THE ULTRAVIOLET COLOR OF EARLY-TYPE GALAXIES AND THE STELLAR INITIAL MASS FUNCTION\"?", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "properties of an open cluster", + "AN EMPIRICAL CONNECTION BETWEEN THE ULTRAVIOLET COLOR OF EARLY-TYPE GALAXIES AND THE STELLAR INITIAL MASS FUNCTION" + ] + } + } + }, + { + "query": "Are there any articles related to the Association of Universities for Research in Astronomy, focusing on the discovery of new Wolf-Rayet stars within the study of Wolf-Rayet phenomena?", + "answer": { + "Metapath": "institution -> author -> paper <- field_of_study", + "Restriction": { + "institution": [ + "Association of Universities for Research in Astronomy" + ], + "paper": [ + "discovery of new Wolf-Rayet stars" + ], + "field_of_study": [ + "Wolf-Rayet phenomena" + ] + } + } + }, + { + "query": "Show me publications about non-invasive ultrasonic surgery techniques for Uterine fibroids, or studies on the application of non-invasive ultrasonic surgery on brain tissue in non-human primates.", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "non-invasive ultrasonic surgery", + "Uterine fibroids", + "brain tissue", + "non-human primates" + ], + "paper": [ + "non-invasive ultrasonic surgery techniques for Uterine fibroids", + "application of non-invasive ultrasonic surgery on brain tissue in non-human primates" + ] + } + } + }, + { + "query": "Could you show me some papers focusing on various charge detection techniques in the domain of Macromolecules?", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "Macromolecules" + ], + "paper": [ + "charge detection techniques" + ] + } + } + }, + { + "query": "Looking for Physics papers from SJB Institute of Technology on the study of CoFe2O4 nanoparticles' magnetic properties.", + "answer": { + "Metapath": "institution -> author -> paper <- field_of_study", + "Restriction": { + "institution": [ + "SJB Institute of Technology" + ], + "paper": [ + "study of CoFe2O4 nanoparticles' magnetic properties" + ], + "field_of_study": [ + "Physics" + ] + } + } + }, + { + "query": "Which publications feature authors who collaborated on \"Robust design of an optical router based on a tapered side-coupled integrated spaced sequence of optical resonators\" and also include research on integrated silicon microresonators?", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Robust design of an optical router based on a tapered side-coupled integrated spaced sequence of optical resonators", + "integrated silicon microresonators" + ] + } + } + }, + { + "query": "Does any research from Rishi Bankim Chandra Colleges explore the variability in black hole sources by studying shock waves in the field?", + "answer": { + "Metapath": "institution -> author -> paper <- field_of_study", + "Restriction": { + "institution": [ + "Rishi Bankim Chandra Colleges" + ], + "paper": [ + "variability in black hole sources by studying shock waves" + ], + "field_of_study": [ + "black hole sources", + "shock waves" + ] + } + } + }, + { + "query": "Publications on atomic-scale dynamics by authors affiliated with Sri Sivasubramaniya Nadar College of Engineering", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "Sri Sivasubramaniya Nadar College of Engineering" + ], + "paper": [ + "atomic-scale dynamics" + ] + } + } + }, + { + "query": "Publications by iMinds authors on enhanced holographic reconstruction", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "iMinds" + ], + "paper": [ + "enhanced holographic reconstruction" + ] + } + } + }, + { + "query": "Show me publications since 2010 from coauthors of 'Equilibrium reconstruction at JET using Stokes model for polarimetry' that cover the topic of fusion devices.", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Equilibrium reconstruction at JET using Stokes model for polarimetry", + "since 2010", + "fusion devices" + ] + } + } + }, + { + "query": "What papers referenced in \"Search for sub-parsec massive binary black holes through line diagnosis\" also explored the application of dimensionality reduction techniques to galaxy spectra for data analysis?", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "Search for sub-parsec massive binary black holes through line diagnosis", + "application of dimensionality reduction techniques to galaxy spectra for data analysis" + ] + } + } + }, + { + "query": "Show me papers from the Optics journal published in 2013, written by co-authors of \"Influence of heat and UV light on the coercive field of lithium niobate crystals\".", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Influence of heat and UV light on the coercive field of lithium niobate crystals", + "Optics journal published in 2013" + ] + } + } + }, + { + "query": "Show me the papers by In-Koo Kim that discuss metal-insulator transition.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "In-Koo Kim" + ], + "paper": [ + "metal-insulator transition" + ] + } + } + }, + { + "query": "Show me articles published by coauthors of 'Ion heating and short wavelength fluctuations in a helicon plasma source' that delve into the use of lens techniques for magnetosphere imaging.", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Ion heating and short wavelength fluctuations in a helicon plasma source", + "use of lens techniques for magnetosphere imaging" + ] + } + } + }, + { + "query": "I'm looking for research articles related to optical mice focusing on the efficiency of the lighting modules and their influence on sensor tracking capabilities.", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "optical mice", + "lighting modules", + "sensor tracking capabilities" + ], + "paper": [ + "efficiency of the lighting modules and their influence on sensor tracking capabilities" + ] + } + } + }, + { + "query": "Find papers by Eeva-Leena Rautama on internal magnetic field characteristics.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "Eeva-Leena Rautama" + ], + "paper": [ + "internal magnetic field characteristics" + ] + } + } + }, + { + "query": "Can you show me the papers on friction mechanics authored by individuals who also contributed to the paper titled \"Intrinsic nonlinear scale governs oscillations in rapid fracture,\" which discusses fracture oscillations?", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Intrinsic nonlinear scale governs oscillations in rapid fracture", + "friction mechanics" + ] + } + } + }, + { + "query": "Can you locate studies that have a common co-author with \"Coercivity enhancement of Nd\u2212Fe\u2212B thin film magnets by Dy buffer and capping layers\", focus on the same subject of thin film magnets, and discuss the magnetostriction of aligned CoFe2O4 samples or comparable magnetic substances?", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Coercivity enhancement of Nd\u2212Fe\u2212B thin film magnets by Dy buffer and capping layers", + "thin film magnets", + "magnetostriction of aligned CoFe2O4 samples or comparable magnetic substances" + ] + } + } + }, + { + "query": "Can you find articles written by the co-authors of \"Changes in the state of polarization of partially coherent flat-topped beam in turbulent atmosphere for different source conditions\", which delve into the topic of focal shift and beams transitioning through lens systems?", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Changes in the state of polarization of partially coherent flat-topped beam in turbulent atmosphere for different source conditions", + "focal shift and beams transitioning through lens systems" + ] + } + } + }, + { + "query": "I'm looking for research articles that focus on Delta resonances and have either referenced or been referenced by the study titled \"RAPIDITY AND ANGULAR DEPENDENCES OF SPECTRAL TEMPERATURES OF NEGATIVE PIONS PRODUCED IN 12C12C COLLISIONS AT 4.2A GeV/c\". This particular paper analyzed negative pion production in carbon-carbon collisions.", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "Delta resonances", + "RAPIDITY AND ANGULAR DEPENDENCES OF SPECTRAL TEMPERATURES OF NEGATIVE PIONS PRODUCED IN 12C12C COLLISIONS AT 4.2A GeV/c" + ] + } + } + }, + { + "query": "Show me articles on Arxiv regarding methods for improving radiation tolerance in Dropout voltage systems.", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "methods for improving radiation tolerance in Dropout voltage systems", + "Arxiv" + ] + } + } + }, + { + "query": "Does any research from Okayama Prefectural University delve into the study of trends in electronic bandgaps as it pertains to Electronic band structure?", + "answer": { + "Metapath": "institution -> author -> paper <- field_of_study", + "Restriction": { + "institution": [ + "Okayama Prefectural University" + ], + "paper": [ + "trends in electronic bandgaps" + ], + "field_of_study": [ + "Electronic band structure" + ] + } + } + }, + { + "query": "Show me publications by William Bowden on enabling complex waveforms in signal analysis.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "William Bowden" + ], + "paper": [ + "enabling complex waveforms in signal analysis" + ] + } + } + }, + { + "query": "I'm looking for articles on employing optical circuits for decimal conversion in the Decimal field.", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "Decimal" + ], + "paper": [ + "employing optical circuits for decimal conversion" + ] + } + } + }, + { + "query": "Show me articles related to Hull speed focusing on the impact of DL instability on turbulent premixed flames.", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "Hull speed", + "DL instability", + "turbulent premixed flames" + ], + "paper": [ + "impact of DL instability on turbulent premixed flames" + ] + } + } + }, + { + "query": "Which 2015 publications are from authors affiliated with the Pisgah Astronomical Research Institute?", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "Pisgah Astronomical Research Institute" + ], + "paper": [ + "2015" + ] + } + } + }, + { + "query": "Could you find any research papers on quantum field theory penned by Christoph Solveen?", + "answer": { + "Metapath": "author -> paper <- field_of_study", + "Restriction": { + "author": [ + "Christoph Solveen" + ], + "field_of_study": [ + "quantum field theory" + ] + } + } + }, + { + "query": "Find publications by A. Tilgner on the topic of planetary tidal dissipation.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "A. Tilgner" + ], + "paper": [ + "planetary tidal dissipation" + ] + } + } + }, + { + "query": "Show me the publications of coauthors involved in the \"Transverse momentum resummation effects in W + W - measurements\" research, that also explore diboson production in their study of transverse momentum resummation effects.", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Transverse momentum resummation effects in W + W - measurements", + "diboson production in their study of transverse momentum resummation effects" + ] + } + } + }, + { + "query": "Are there any 2016 publications by the IITB-Monash Research Academy discussing resonant tunnel diodes based on GaN with a significant peak to valley ratio?", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "IITB-Monash Research Academy" + ], + "paper": [ + "2016", + "resonant tunnel diodes based on GaN with a significant peak to valley ratio" + ] + } + } + }, + { + "query": "Could you retrieve a selection of Shake algorithm publications that investigate limitations within molecular dynamics simulations?", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "Shake algorithm", + "molecular dynamics simulations" + ], + "paper": [ + "limitations within molecular dynamics simulations" + ] + } + } + }, + { + "query": "Can you find other publications from the co-authors of the 2014 paper titled \"A polymer waveguide grating sensor integrated with a thin-film photodetector\" that pertain to the topic of integrated photonic sensors?", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "A polymer waveguide grating sensor integrated with a thin-film photodetector", + "integrated photonic sensors" + ] + } + } + }, + { + "query": "What are the early 2000s studies on hybrid silicon lasers referenced by the 2013 study titled \"1310 nm hybrid InP/InGaAsP on silicon distributed feedback laser with high side-mode suppression ratio\", which features one of the initial demonstrations of this type of laser?", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "early 2000s studies on hybrid silicon lasers", + "1310 nm hybrid InP/InGaAsP on silicon distributed feedback laser with high side-mode suppression ratio" + ] + } + } + }, + { + "query": "Searching for publications from the Hungarian Academy of Sciences discussing phase space analysis of the 2016 LHC data.", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "Hungarian Academy of Sciences" + ], + "paper": [ + "phase space analysis of the 2016 LHC data" + ] + } + } + }, + { + "query": "Show me publications by A. Gengelbach on the topic of nuclear binding thresholds.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "A. Gengelbach" + ], + "paper": [ + "nuclear binding thresholds" + ] + } + } + }, + { + "query": "Show me publications by Y. Shimizu on high-energy physics experiments.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "Y. Shimizu" + ], + "paper": [ + "high-energy physics experiments" + ] + } + } + }, + { + "query": "Search for papers by A. Sopczak on the topic of quarkonium production measurements.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "A. Sopczak" + ], + "paper": [ + "quarkonium production measurements" + ] + } + } + }, + { + "query": "What are the papers that the \"Nonholonomic relativistic diffusion and exact solutions for stochastic Einstein spaces\" cited, specifically those discussing quantum field theories around 2010?", + "answer": { + "Metapath": "paper -> paper <- field_of_study", + "Restriction": { + "paper": [ + "Nonholonomic relativistic diffusion and exact solutions for stochastic Einstein spaces", + "quantum field theories around 2010" + ], + "field_of_study": [ + "quantum field theories" + ] + } + } + }, + { + "query": "What are the papers referenced in \"Iron Loss Model for Electrical Machine Fed by Low Switching Frequency Inverter\" that also study the computation of core losses in transverse flux motors?", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "Iron Loss Model for Electrical Machine Fed by Low Switching Frequency Inverter", + "computation of core losses in transverse flux motors" + ] + } + } + }, + { + "query": "Find papers from the Asia-Pacific Institute of Creativity on the topic of alloy film and its possible uses in industry.", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "Asia-Pacific Institute of Creativity" + ], + "paper": [ + "alloy film and its possible uses in industry" + ] + } + } + }, + { + "query": "Can you find papers that are referenced by the study \"Wavelength-Tunable and Bandwidth-Variable Ultra-Flat Optical Frequency Comb Block Generation From a Bismuth-Based Actively Mode-Locked Fiber Laser\" and also discuss the concept of continuous wavelength tuning over a wide bandwidth as outlined in the same paper?", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "Wavelength-Tunable and Bandwidth-Variable Ultra-Flat Optical Frequency Comb Block Generation From a Bismuth-Based Actively Mode-Locked Fiber Laser", + "continuous wavelength tuning over a wide bandwidth" + ] + } + } + }, + { + "query": "Publications by coauthors of \"Hydrogenated amorphous silicon photonic device trimming by UV-irradiation\" on the subject of UV irradiation methods for trimming photonic devices.", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Hydrogenated amorphous silicon photonic device trimming by UV-irradiation", + "UV irradiation methods for trimming photonic devices" + ] + } + } + }, + { + "query": "Find publications by the co-authors of \"Influence of methyl red as a dopant on the electrical properties and device performance of liquid crystals\" that delve into the topic of enhancing absorption using cholesteric liquid crystals or explore related themes.", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Influence of methyl red as a dopant on the electrical properties and device performance of liquid crystals", + "enhancing absorption using cholesteric liquid crystals or explore related themes" + ] + } + } + }, + { + "query": "Could you show me the papers by Guo-Zhu Pan that discuss efficient quantum identity authentication schemes?", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "Guo-Zhu Pan" + ], + "paper": [ + "efficient quantum identity authentication schemes" + ] + } + } + }, + { + "query": "Show me publications by Wei Zheng pertaining to the first Chinese Mars exploration mission.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "Wei Zheng" + ], + "paper": [ + "first Chinese Mars exploration mission" + ] + } + } + }, + { + "query": "Are there any articles written by the co-authors of \"Structural, elastic and electronic properties of \u03b8 (Al2Cu) and S (Al2CuMg) strengthening precipitates in Al\u2013Cu\u2013Mg series alloys: First-principles calculations\" that also delve into the topic of Pb crystallization, specifically ones published in 2012?", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Structural, elastic and electronic properties of \u03b8 (Al2Cu) and S (Al2CuMg) strengthening precipitates in Al\u2013Cu\u2013Mg series alloys: First-principles calculations", + "Pb crystallization", + "published in 2012" + ] + } + } + }, + { + "query": "Publications on antireflection structures for IR sensors authored by Omron researchers", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "Omron" + ], + "paper": [ + "antireflection structures for IR sensors" + ] + } + } + }, + { + "query": "Are there any papers discussing diffusion effects in quantum wells, authored by any of the co-authors of \"Plasma dispersion in fractional-dimensional space\" and falling within the same field of study?", + "answer": { + "Metapath": "paper -> author -> paper <- field_of_study", + "Restriction": { + "paper": [ + "Plasma dispersion in fractional-dimensional space", + "diffusion effects in quantum wells" + ], + "field_of_study": [ + "quantum wells" + ] + } + } + }, + { + "query": "Are there any other research papers that use numerical modeling and computer simulation for tumor detection and have cited or been referenced by the paper titled \"Forward Solver in Magnetoacoustic Tomography With Magnetic Induction by Generalized Finite-Element Method\"?", + "answer": { + "Metapath": "paper -> paper -> paper", + "Restriction": { + "paper": [ + "Forward Solver in Magnetoacoustic Tomography With Magnetic Induction by Generalized Finite-Element Method", + "numerical modeling and computer simulation for tumor detection" + ] + } + } + }, + { + "query": "Can you find publications by the co-authors of \"Grating-flanked plasmonic coaxial apertures for efficient fiber optical tweezers\" that also provide an outline of future research opportunities in the field of plasmonics?", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Grating-flanked plasmonic coaxial apertures for efficient fiber optical tweezers", + "outline of future research opportunities in the field of plasmonics" + ] + } + } + }, + { + "query": "Show me publications by G. Rudolf on the topic of neutron capture reactions.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "G. Rudolf" + ], + "paper": [ + "neutron capture reactions" + ] + } + } + }, + { + "query": "Are there any papers with shared authorship to \"Trailing-edge flow and noise control using porous treatments\", that explore the use of porous treatments for managing flow and noise reduction? Alternatively, can you find papers in the same researcher field investigating the flow and noise reduction by using porous treatments?", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Trailing-edge flow and noise control using porous treatments", + "use of porous treatments for managing flow and noise reduction" + ] + } + } + }, + { + "query": "Are there any publications by S. Bhattacharyya that discuss a digitizer-based data acquisition system?", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "S. Bhattacharyya" + ], + "paper": [ + "digitizer-based data acquisition system" + ] + } + } + }, + { + "query": "Which articles showcasing a broadband spectrum-sliced ASE source around 1900-nm were referenced in the study titled \"Enhancement on the generation of amplified spontaneous emission in thulium-doped silica fiber at 2 \u03bcm\"?", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "broadband spectrum-sliced ASE source around 1900-nm", + "Enhancement on the generation of amplified spontaneous emission in thulium-doped silica fiber at 2 \u03bcm" + ] + } + } + }, + { + "query": "Show me articles on magnetic field mapping studies for Mu2e experimental setup design from Arxiv.", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "magnetic field mapping", + "Mu2e experimental setup design" + ], + "paper": [ + "Arxiv" + ] + } + } + }, + { + "query": "Look for papers with at least one common author with \"First artificial periodic inhomogeneity experiments at HAARP\", which fall under the same subject area, and discuss observations of electromagnetic emissions in their studies.", + "answer": { + "Metapath": "paper -> author -> paper <- field_of_study", + "Restriction": { + "paper": [ + "First artificial periodic inhomogeneity experiments at HAARP", + "observations of electromagnetic emissions in their studies" + ], + "field_of_study": [ + "electromagnetic emissions" + ] + } + } + }, + { + "query": "Show me research articles on Thick film technology concerning the analysis of heterogeneous material properties, specifically those examining the effects of film thickness non-uniformity on electrical resistivity, mechanical strength, and overall reliability.", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "Thick film technology", + "heterogeneous material properties" + ], + "paper": [ + "effects of film thickness non-uniformity on electrical resistivity, mechanical strength, and overall reliability" + ] + } + } + }, + { + "query": "Which publications by Bedford Institute of Oceanography authors focus on modeling sea surfaces using nonlinear fractal techniques?", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "Bedford Institute of Oceanography" + ], + "paper": [ + "modeling sea surfaces using nonlinear fractal techniques" + ] + } + } + }, + { + "query": "List articles on band patterns investigating prolonged coarsening in granular mixtures within rotating drums.", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "band patterns", + "granular mixtures", + "rotating drums" + ], + "paper": [ + "investigating prolonged coarsening" + ] + } + } + }, + { + "query": "Show me articles by Benoit Brichard focusing on fusion diagnostic materials.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "Benoit Brichard" + ], + "paper": [ + "fusion diagnostic materials" + ] + } + } + }, + { + "query": "Can you find papers from 2010 discussing BLAs that either cite or are cited by the paper titled \"SEARCHING FOR FAR-ULTRAVIOLET AURORAL/DAYGLOW EMISSION FROM HD 209458b*\"?", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "BLAs", + "SEARCHING FOR FAR-ULTRAVIOLET AURORAL/DAYGLOW EMISSION FROM HD 209458b*", + "2010" + ] + } + } + }, + { + "query": "What are the papers focusing on electrical characteristics that both cite and are cited by \"Effect of Variable Valence Ion Doping on the Dielectric Properties of BaTiO3\u2013Based Materials\"?", + "answer": { + "Metapath": "paper -> paper -> paper", + "Restriction": { + "paper": [ + "Effect of Variable Valence Ion Doping on the Dielectric Properties of BaTiO3\u2013Based Materials", + "electrical characteristics" + ] + } + } + }, + { + "query": "Could you give a rundown of research papers focusing on the Riemann sum within large-Nc QCD functions? Specifically, I am seeking studies that utilize the Riemann sum method to assess specific QCD correlation functions in the quantum chromodynamics' large-Nc limit.", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "Riemann sum", + "large-Nc QCD functions", + "quantum chromodynamics" + ], + "paper": [ + "utilize the Riemann sum method to assess specific QCD correlation functions in the quantum chromodynamics' large-Nc limit" + ] + } + } + }, + { + "query": "Show me publications from the coauthors of \"Effect of the high-order resonances on the orbital evolution of objects near geostationary orbit,\" where they further explore observations and simulations of similar orbital resonances.", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Effect of the high-order resonances on the orbital evolution of objects near geostationary orbit", + "observations and simulations of similar orbital resonances" + ] + } + } + }, + { + "query": "Can I find other studies exploring the use of ZnO/ZnS core-shell nanowire arrays for photovoltaic applications, authored by the same researchers who published 'Vertically Aligned ZnO Nanorod Arrays Coated with SnO2/Noble Metal Nanoparticles for Highly Sensitive and Selective Gas Detection' ?", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Vertically Aligned ZnO Nanorod Arrays Coated with SnO2/Noble Metal Nanoparticles for Highly Sensitive and Selective Gas Detection", + "use of ZnO/ZnS core-shell nanowire arrays for photovoltaic applications" + ] + } + } + }, + { + "query": "Search for publications by Dana A. Browne related to quantum criticality on Arxiv.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "Dana A. Browne" + ], + "paper": [ + "quantum criticality on Arxiv" + ] + } + } + }, + { + "query": "Show me publications by S. J. Poon on the development and outlook of spin transfer torque RAM.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "S. J. Poon" + ], + "paper": [ + "development and outlook of spin transfer torque RAM" + ] + } + } + }, + { + "query": "Could you show me a collection of research publications in Information Visualization that focus on the examination of visualization tools?", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "Information Visualization" + ], + "paper": [ + "examination of visualization tools" + ] + } + } + }, + { + "query": "Show me papers by Kazuya Okimatsu focused on time-resolved reflectance modeling.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "Kazuya Okimatsu" + ], + "paper": [ + "time-resolved reflectance modeling" + ] + } + } + }, + { + "query": "Show me publications by Nan-Wei Chen on the generation of short millimeter-wave pulse techniques.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "Nan-Wei Chen" + ], + "paper": [ + "generation of short millimeter-wave pulse techniques" + ] + } + } + }, + { + "query": "Find papers from the co-authors of 'Laser-induced voltage effects in Ca 3 Co 4 O 9 thin films on tilted LaAlO 3 (001) substrates grown by chemical solution deposition' that also explore photovoltaic properties.", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Laser-induced voltage effects in Ca 3 Co 4 O 9 thin films on tilted LaAlO 3 (001) substrates grown by chemical solution deposition", + "photovoltaic properties" + ] + } + } + }, + { + "query": "Does the Academy of Fine Arts, Helsinki have any publications on the study of laser cleaning for historic metals in relation to surface micromachining?", + "answer": { + "Metapath": "institution -> author -> paper <- field_of_study", + "Restriction": { + "institution": [ + "Academy of Fine Arts, Helsinki" + ], + "paper": [ + "study of laser cleaning for historic metals in relation to surface micromachining" + ], + "field_of_study": [ + "laser cleaning", + "historic metals", + "surface micromachining" + ] + } + } + }, + { + "query": "Which research papers that operate at angstrom wavelengths have either cited or been referred to in the study \"Nonlinear Spectroscopy with X-Ray Two-Photon Absorption in Metallic Copper\"?", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "Nonlinear Spectroscopy with X-Ray Two-Photon Absorption in Metallic Copper", + "operate at angstrom wavelengths" + ] + } + } + }, + { + "query": "Are there any research papers, related to 'Moore-Penrose generalized inverse of the gradient tensor in Euler's equation for locating a magnetic dipole,' that are written by the same coauthor and deal with the same subject? Specifically, I'm looking for papers discussing a similar magnetic position sensor that might be used to locate the described dipole. Furthermore, could they leverage the same mathematics for solving sensor localization problems?", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Moore-Penrose generalized inverse of the gradient tensor in Euler's equation for locating a magnetic dipole", + "discussing a similar magnetic position sensor that might be used to locate the described dipole", + "leverage the same mathematics for solving sensor localization problems" + ] + } + } + }, + { + "query": "What other research papers focusing on the stability of accretion disc models have been referenced in the study titled \"Vortices in stratified protoplanetary disks : From baroclinic instability to vortex layers\"?", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "stability of accretion disc models", + "Vortices in stratified protoplanetary disks : From baroclinic instability to vortex layers" + ] + } + } + }, + { + "query": "Are there any research papers, co-authored by the same authors of \"The meteor-shower complex of comet C/1917 F1 (Mellish)\", focusing on Simulated computational models of the stream of comet C/1917 F1, and furthering the understanding of its impacts on the associated meteor-shower complex?", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "The meteor-shower complex of comet C/1917 F1 (Mellish)", + "Simulated computational models of the stream of comet C/1917 F1, and furthering the understanding of its impacts on the associated meteor-shower complex" + ] + } + } + }, + { + "query": "Are there any publications by the co-authors of the paper \"Structural compression and vibrational properties of Bi12SiO20 sillenite from experiment and theory\" that investigate the properties of petalite either experimentally or theoretically?", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Structural compression and vibrational properties of Bi12SiO20 sillenite from experiment and theory", + "properties of petalite either experimentally or theoretically" + ] + } + } + }, + { + "query": "Show me publications by L. Misoguti on the study of glass optical properties.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "L. Misoguti" + ], + "paper": [ + "study of glass optical properties" + ] + } + } + }, + { + "query": "Articles on relaxation dynamics in synthetic antiferromagnets authored by Tambov State Technical University researchers", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "Tambov State Technical University" + ], + "paper": [ + "relaxation dynamics in synthetic antiferromagnets" + ] + } + } + }, + { + "query": "Search for academic papers featuring a common author with \"High speed non-mechanical two-dimensional KTN beam deflector enabled by space charge and temperature gradient deflection\", that are in the same scientific field, and discuss the potential improvement of EO modulator performance through the application of non-equilibrium nanodisordered crystals.", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "High speed non-mechanical two-dimensional KTN beam deflector enabled by space charge and temperature gradient deflection", + "potential improvement of EO modulator performance through the application of non-equilibrium nanodisordered crystals" + ] + } + } + }, + { + "query": "Find additional publications from co-authors of \"The Structural, Dielectric, Lattice Dynamical and Thermodynamic Properties of Zinc-Blende CdX(X=S, Se, Te) from First-Principles Analysis\" that delve into the properties of ceramic compounds.", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "The Structural, Dielectric, Lattice Dynamical and Thermodynamic Properties of Zinc-Blende CdX(X=S, Se, Te) from First-Principles Analysis", + "properties of ceramic compounds" + ] + } + } + }, + { + "query": "Show me publications by W. Gl\u00f6ckle that cover calculations of the three-body nuclear force.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "W. Gl\u00f6ckle" + ], + "paper": [ + "calculations of the three-body nuclear force" + ] + } + } + }, + { + "query": "Looking for publications that discuss the calculation of gamma-ray and neutrino emission from dark matter annihilation within cosmic structures, which are referenced in \"Extragalactic diffuse gamma-rays from dark matter annihilation: revised prediction and full modelling uncertainties\".", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "calculation of gamma-ray and neutrino emission from dark matter annihilation within cosmic structures", + "Extragalactic diffuse gamma-rays from dark matter annihilation: revised prediction and full modelling uncertainties" + ] + } + } + }, + { + "query": "List papers discussing Fano resonance effects within optical nanocavities, specifically relating to filtering functions.", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "Fano resonance effects", + "optical nanocavities", + "filtering functions" + ] + } + } + }, + { + "query": "Papers by A. Brizius on measuring CMB polarization spectra at 95 GHz", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "A. Brizius" + ], + "paper": [ + "measuring CMB polarization spectra at 95 GHz" + ] + } + } + }, + { + "query": "Could you locate articles in the same field as the 2015 publication, 'Varying driver velocity fields in photospheric MHD wave simulations', that explore magnetohydrodynamic waves and have at least one shared co-author?", + "answer": { + "Metapath": "paper -> field_of_study -> paper -> author -> paper", + "Restriction": { + "paper": [ + "Varying driver velocity fields in photospheric MHD wave simulations", + "magnetohydrodynamic waves" + ], + "field_of_study": [ + "magnetohydrodynamic waves", + "MHD wave simulations" + ] + } + } + }, + { + "query": "Does Pacific University have any Physics papers discussing nonlinear absorption behaviors?", + "answer": { + "Metapath": "institution -> author -> paper <- field_of_study", + "Restriction": { + "institution": [ + "Pacific University" + ], + "paper": [ + "nonlinear absorption behaviors" + ], + "field_of_study": [ + "Physics" + ] + } + } + }, + { + "query": "Search Arxiv for publications by Motorola Solutions authors on novel methods for compliance testing.", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "Motorola Solutions" + ], + "paper": [ + "novel methods for compliance testing" + ] + } + } + }, + { + "query": "Are there any optoelectronics research publications from M.A.M College of Engineering that focus on theoretical modeling and performance prediction of devices?", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "M.A.M College of Engineering" + ], + "paper": [ + "optoelectronics", + "theoretical modeling and performance prediction of devices" + ] + } + } + }, + { + "query": "What other research related to normal stresses in suspensions has cited or been cited by the study \"Normal stress differences in non-Brownian fiber suspensions\"?", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "Normal stress differences in non-Brownian fiber suspensions", + "normal stresses in suspensions" + ] + } + } + }, + { + "query": "Could you show me papers related to Ionophone that discuss irregular geometric focus?", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "Ionophone" + ], + "paper": [ + "irregular geometric focus" + ] + } + } + }, + { + "query": "Find publications that reference or are referenced by \"Fast gated imaging of the collisionless interaction of a laser-produced and magnetized ambient plasma\" in the context of laser-driven shock studies.", + "answer": { + "Metapath": "paper -> paper <- field_of_study", + "Restriction": { + "paper": [ + "Fast gated imaging of the collisionless interaction of a laser-produced and magnetized ambient plasma", + "laser-driven shock studies" + ], + "field_of_study": [ + "laser-driven shock studies" + ] + } + } + }, + { + "query": "Find papers authored by scholars at Gyumri State Pedagogical Institute on the topic of electromagnetic fields in proximity to cosmic strings.", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "Gyumri State Pedagogical Institute" + ], + "paper": [ + "electromagnetic fields in proximity to cosmic strings" + ] + } + } + }, + { + "query": "Could you find some papers on the thermal impact of double-skin facades in the context of cooling load research?", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "thermal impact", + "cooling load research" + ], + "paper": [ + "thermal impact of double-skin facades" + ] + } + } + }, + { + "query": "Does the Center for Advanced Studies Research and Development in Sardinia have any Physics-oriented papers focusing on predicting solar power production for the next day?", + "answer": { + "Metapath": "institution -> author -> paper <- field_of_study", + "Restriction": { + "institution": [ + "Center for Advanced Studies Research and Development in Sardinia" + ], + "paper": [ + "predicting solar power production for the next day" + ], + "field_of_study": [ + "Physics" + ] + } + } + }, + { + "query": "Show me the publications authored by the co-authors of 'Fluctuations of current in nonstationary diffusive lattice gases' which also delve into different extinction methods in non-stationary diffusive systems.", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Fluctuations of current in nonstationary diffusive lattice gases", + "different extinction methods in non-stationary diffusive systems" + ] + } + } + }, + { + "query": "What are some research papers related to optical forces that reference or are pertinent to \"The effects of multiple scattering to optical forces on a sphere in an evanescent field\"?", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "optical forces", + "The effects of multiple scattering to optical forces on a sphere in an evanescent field" + ] + } + } + }, + { + "query": "Can I find any research publications related to the field of \"Bipolar resistive switching based on bis(8-hydroxyquinoline) cadmium complex: Mechanism and non-volatile memory application\", with at least one mutual author, focusing on an organic phototransistor utilizing a C60 buffer layer?", + "answer": { + "Metapath": "field_of_study -> paper -> author -> paper", + "Restriction": { + "field_of_study": [ + "Bipolar resistive switching", + "bis(8-hydroxyquinoline) cadmium complex", + "non-volatile memory application" + ], + "paper": [ + "Bipolar resistive switching based on bis(8-hydroxyquinoline) cadmium complex: Mechanism and non-volatile memory application", + "organic phototransistor utilizing a C60 buffer layer" + ] + } + } + }, + { + "query": "I'm looking for articles that have at least one shared author with the paper, \"Kondo Physics in Non-Local Metallic Spin Transport Devices.\" Additionally, these papers should explore the topic of domain wall charge distribution in nanowires, and be in the same field of study.", + "answer": { + "Metapath": "paper -> author -> paper <- field_of_study", + "Restriction": { + "paper": [ + "Kondo Physics in Non-Local Metallic Spin Transport Devices", + "domain wall charge distribution in nanowires" + ], + "field_of_study": [ + "nanowires", + "domain wall charge distribution" + ] + } + } + }, + { + "query": "Publications on molecular gas and dust characteristics in galaxies by authors affiliated with the Catalan Institution for Research and Advanced Studies", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "Catalan Institution for Research and Advanced Studies" + ], + "paper": [ + "molecular gas and dust characteristics in galaxies" + ] + } + } + }, + { + "query": "Are there any studies on air pollution levels which have referenced \"Characterization and Seasonal Variations of Organic and Elemental Carbon and Levoglucosan in PM10 in Krynica Zdroj, Poland\", a paper discussing seasonal changes in particulate matter air pollution?", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "Characterization and Seasonal Variations of Organic and Elemental Carbon and Levoglucosan in PM10 in Krynica Zdroj, Poland", + "air pollution levels" + ] + } + } + }, + { + "query": "Search for articles with a common author of \"New \u03b2-delayed proton lines from 23 Al,\" focusing on radioactive decay, which detail experiments conducted with a recoil spectrometer similar to that mentioned in the shared authorship publication.", + "answer": { + "Metapath": "paper -> author -> paper <- field_of_study", + "Restriction": { + "paper": [ + "New \u03b2-delayed proton lines from 23 Al", + "experiments conducted with a recoil spectrometer" + ], + "field_of_study": [ + "radioactive decay" + ] + } + } + }, + { + "query": "Are there any other publications by the co-authors of \"The Cessation of Continuous Turbulence as Precursor of the Very Stable Nocturnal Boundary Layer\" that also delve into the topic of evening boundary layer turbulence?", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "The Cessation of Continuous Turbulence as Precursor of the Very Stable Nocturnal Boundary Layer", + "evening boundary layer turbulence" + ] + } + } + }, + { + "query": "Show me publications by Gabor Csathy on the impact of disorder in fractional quantum Hall states.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "Gabor Csathy" + ], + "paper": [ + "impact of disorder in fractional quantum Hall states" + ] + } + } + }, + { + "query": "Are there any Optics-related research papers from the Cross Cancer Institute in Edmonton, mentioning RF shielding experiments for linac-MRI systems, published in 2010?", + "answer": { + "Metapath": "institution -> author -> paper <- field_of_study", + "Restriction": { + "institution": [ + "Cross Cancer Institute in Edmonton" + ], + "paper": [ + "RF shielding experiments for linac-MRI systems", + "published in 2010" + ], + "field_of_study": [ + "Optics" + ] + } + } + }, + { + "query": "Show me publications from co-authors of the 'Silicon nitride directional coupler interferometer for surface sensing' paper that also delve into the application of silicon nitride directional couplers in biosensing.", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Silicon nitride directional coupler interferometer for surface sensing", + "application of silicon nitride directional couplers in biosensing" + ] + } + } + }, + { + "query": "Show me research papers published by the coauthors of \"Neutrinoless Double-\u03b2 Decay with Nonstandard Majoron Emission,\" discussing radiative neutrino masses and potential dark matter candidates.", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Neutrinoless Double-\u03b2 Decay with Nonstandard Majoron Emission", + "radiative neutrino masses and potential dark matter candidates" + ] + } + } + }, + { + "query": "List publications addressing CVD graphene dry transfer techniques for spintronic devices.", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "CVD graphene", + "dry transfer techniques", + "spintronic devices" + ] + } + } + }, + { + "query": "Looking for papers with at least one common author as \"Termination of pinned spirals by local stimuli\" which delve into spiral wave elimination techniques in cardiac tissues, similar to how this paper modulates spiral wave reentrant activity. Specifically, would like to explore more work regarding controlling spiral wave dynamics within the same research domain.", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Termination of pinned spirals by local stimuli", + "spiral wave elimination techniques in cardiac tissues", + "controlling spiral wave dynamics within the same research domain" + ] + } + } + }, + { + "query": "Search for articles on fenestration studying the benefits of daylighting systems equipped with micro-mirrors.", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "fenestration", + "daylighting systems" + ], + "paper": [ + "benefits of daylighting systems equipped with micro-mirrors" + ] + } + } + }, + { + "query": "What papers are referenced by \"THE SURPRISINGLY CONSTANT STRENGTH OF O VI ABSORBERS OVER COSMIC TIME\" and also discuss intergalactic oxygen in relation to the findings of this foundational study?", + "answer": { + "Metapath": "paper -> paper <- field_of_study", + "Restriction": { + "paper": [ + "THE SURPRISINGLY CONSTANT STRENGTH OF O VI ABSORBERS OVER COSMIC TIME", + "intergalactic oxygen in relation to the findings of this foundational study" + ], + "field_of_study": [ + "intergalactic oxygen" + ] + } + } + }, + { + "query": "Publications on nanoparticle formation in Korean sites by authors affiliated with the National Institute of Environmental Research in Korea", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "National Institute of Environmental Research in Korea" + ], + "paper": [ + "nanoparticle formation in Korean sites" + ] + } + } + }, + { + "query": "Find papers citing or cited by \"Visualizing Spacetime Curvature via Gradient Flows III: The Kerr Metric and the Transitional Values of the Spin Parameter\" that also involve the visualization of spacetime curvature.", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "Visualizing Spacetime Curvature via Gradient Flows III: The Kerr Metric and the Transitional Values of the Spin Parameter", + "visualization of spacetime curvature" + ] + } + } + }, + { + "query": "Which literature reviews on structure and magnetism have referred to, or been referred to by, the study \"Modelling and comparison of trapped fields in (RE)BCO bulk superconductors for activation using pulsed field magnetization\"?", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "structure and magnetism", + "Modelling and comparison of trapped fields in (RE)BCO bulk superconductors for activation using pulsed field magnetization" + ] + } + } + }, + { + "query": "Can you find papers that are referenced in \"Theory of Anode Region of Short High-Current Vacuum Arc\" and also tackle the topic of plasma flow regimes?", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "Theory of Anode Region of Short High-Current Vacuum Arc", + "plasma flow regimes" + ] + } + } + }, + { + "query": "Looking for papers in the field of pulsar astrophysics co-authored by any of the authors of \"Polarized curvature radiation in pulsar magnetosphere\" specifically identifying HII regions in a radio survey of the galactic plane.", + "answer": { + "Metapath": "field_of_study -> paper -> author -> paper", + "Restriction": { + "field_of_study": [ + "pulsar astrophysics" + ], + "paper": [ + "Polarized curvature radiation in pulsar magnetosphere", + "identifying HII regions in a radio survey of the galactic plane" + ] + } + } + }, + { + "query": "Find publications by authors affiliated with Herlev Hospital on the application of random forests for generating CT images from MRI images.", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "Herlev Hospital" + ], + "paper": [ + "application of random forests for generating CT images from MRI images" + ] + } + } + }, + { + "query": "Are there any papers by researchers from the Slovenian Academy of Sciences and Arts that examine temperature and precipitation data in Slovenia from 1961 to 2011?", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "Slovenian Academy of Sciences and Arts" + ], + "paper": [ + "temperature and precipitation data in Slovenia from 1961 to 2011" + ] + } + } + }, + { + "query": "Could you find articles on JAMS regarding disordered configurations in vehicular traffic simulations? I am looking for studies that examine the effects of heterogeneous entry and exit rates on traffic jam formation and resolution in modeling scenarios.", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "disordered configurations in vehicular traffic simulations", + "heterogeneous entry and exit rates", + "traffic jam formation and resolution", + "modeling scenarios" + ] + } + } + }, + { + "query": "Find publications that test theoretical relationships in atomic gases and are referenced by \"Transverse Demagnetization Dynamics of a Unitary Fermi Gas\".", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "Transverse Demagnetization Dynamics of a Unitary Fermi Gas", + "test theoretical relationships in atomic gases" + ] + } + } + }, + { + "query": "Can you find papers that are cited in \"Supersymmetry restoration in superstring perturbation theory\" and also delve into the topic of super period matrices?", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "Supersymmetry restoration in superstring perturbation theory", + "super period matrices" + ] + } + } + }, + { + "query": "Could you find me the papers on graphene nanogap fabrication that are referenced in the study 'Transport mechanism in ambipolar pentacene organic thin film transistors with lithium fluoride gate dielectric'?", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "graphene nanogap fabrication", + "Transport mechanism in ambipolar pentacene organic thin film transistors with lithium fluoride gate dielectric" + ] + } + } + }, + { + "query": "Please list articles related to VVER focusing on the analysis of radial variable distributions inside these nuclear reactors.", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "VVER", + "nuclear reactors" + ], + "paper": [ + "analysis of radial variable distributions inside these nuclear reactors" + ] + } + } + }, + { + "query": "Can you find any papers from around 2011 that discuss new findings made with fiber lasers, and share some authors with the paper titled \"The use of nonlinear dynamics of erbium-doped fiber laser at pump modulation for intra-cavity sensing\"?", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "The use of nonlinear dynamics of erbium-doped fiber laser at pump modulation for intra-cavity sensing", + "new findings made with fiber lasers around 2011" + ] + } + } + }, + { + "query": "What are the papers discussing enhancement strategies for CdTe solar cells performance that are referenced in the paper titled \"Te Layer to Reduce the CdTe Back-Contact Barrier\"?", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "enhancement strategies for CdTe solar cells performance", + "Te Layer to Reduce the CdTe Back-Contact Barrier" + ] + } + } + }, + { + "query": "Are there any 2015 papers about ballistic transport in silicene barriers that are co-written by an author of \"Wave-like transmission in waveguides with spatially modulated strengths of the Rashba and Dresselhaus terms of the spin\u2013orbit interaction\" and also in its same field of study?", + "answer": { + "Metapath": "paper -> author -> paper <- field_of_study", + "Restriction": { + "paper": [ + "Wave-like transmission in waveguides with spatially modulated strengths of the Rashba and Dresselhaus terms of the spin\u2013orbit interaction", + "ballistic transport in silicene barriers", + "2015" + ], + "field_of_study": [ + "ballistic transport", + "silicene barriers" + ] + } + } + }, + { + "query": "Are there any papers in the field of InyGa1\u2212yP solar cells that have a shared author with the paper titled \"GaAsP solar cells on GaP substrates by molecular beam epitaxy\"?", + "answer": { + "Metapath": "field_of_study -> paper -> author -> paper", + "Restriction": { + "field_of_study": [ + "InyGa1\u2212yP solar cells" + ], + "paper": [ + "GaAsP solar cells on GaP substrates by molecular beam epitaxy" + ] + } + } + }, + { + "query": "Show me the papers discussing phase-shift interferometry methods, authored by the collaborators on the paper \"Palm-size wide-field Fourier spectroscopic imager with uncooled infrared microbolometer arrays for smartphone\".", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Palm-size wide-field Fourier spectroscopic imager with uncooled infrared microbolometer arrays for smartphone", + "phase-shift interferometry methods" + ] + } + } + }, + { + "query": "Show me research papers on heat transfer from the University of Western Macedonia authors on Arxiv.", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "University of Western Macedonia" + ], + "paper": [ + "heat transfer" + ] + } + } + }, + { + "query": "Find publications by Jos\u00e9 Gonzalez-Aguilar on the topic of radiation propagation analysis.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "Jos\u00e9 Gonzalez-Aguilar" + ], + "paper": [ + "radiation propagation analysis" + ] + } + } + }, + { + "query": "Are there any additional research studies related to the investigation of 2D Peierls instability through zone-boundary Dirac line nodes in layered perovskite oxides, as mentioned in the paper \"Two-dimensional Peierls instability via zone-boundary Dirac line nodes in layered perovskite oxides\", authored by the same researchers?", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Two-dimensional Peierls instability via zone-boundary Dirac line nodes in layered perovskite oxides", + "investigation of 2D Peierls instability through zone-boundary Dirac line nodes in layered perovskite oxides" + ] + } + } + }, + { + "query": "Could you help me find papers related to Counterfactual definiteness that delve into the usage and comparison of various quantum correlation measures? I'm specifically looking for studies that examine how these measures are implemented in the context of counterfactual definiteness.", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "Counterfactual definiteness", + "quantum correlation measures" + ], + "paper": [ + "usage and comparison of various quantum correlation measures", + "implementation in the context of counterfactual definiteness" + ] + } + } + }, + { + "query": "I'm interested in finding research papers that have a shared author with \"Modeling emission lag after photoexcitation\", belong to the same study field, and provide discussions on resonant tunneling behavior. The aim is to deepen my understanding of microscopic level tunneling in various material systems.", + "answer": { + "Metapath": "paper -> author -> paper <- field_of_study", + "Restriction": { + "paper": [ + "Modeling emission lag after photoexcitation", + "resonant tunneling behavior", + "microscopic level tunneling in various material systems" + ], + "field_of_study": [ + "resonant tunneling", + "microscopic level tunneling" + ] + } + } + }, + { + "query": "Searching for publications linked to AREA Science Park focusing on hard x-ray spectroscopy techniques and their use in Reflectometry.", + "answer": { + "Metapath": "institution -> author -> paper <- field_of_study", + "Restriction": { + "institution": [ + "AREA Science Park" + ], + "paper": [ + "hard x-ray spectroscopy techniques and their use in Reflectometry" + ], + "field_of_study": [ + "hard x-ray spectroscopy", + "Reflectometry" + ] + } + } + }, + { + "query": "Show me 2017 papers by coauthors of 'Rigorous electromagnetic test of super-oscillatory lens' discussing a method to generate an optical needle.", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Rigorous electromagnetic test of super-oscillatory lens", + "2017", + "method to generate an optical needle" + ] + } + } + }, + { + "query": "Find publications by Kouroch Mahdjoubi on the topic of energy and momentum transfer from waves to objects.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "Kouroch Mahdjoubi" + ], + "paper": [ + "energy and momentum transfer from waves to objects" + ] + } + } + }, + { + "query": "Are there any papers by authors from the Institute of Company Secretaries of India discussing the hydrodynamic characteristics of mixed catalytic packing?", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "Institute of Company Secretaries of India" + ], + "paper": [ + "hydrodynamic characteristics of mixed catalytic packing" + ] + } + } + }, + { + "query": "Show me publications by coauthors of 'Correlation between the variation of the ionizing continuum and broad absorption lines' focusing on the temporal changes in quasar absorption spectra.", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Correlation between the variation of the ionizing continuum and broad absorption lines", + "temporal changes in quasar absorption spectra" + ] + } + } + }, + { + "query": "Show me articles by Silvia Catalan related to metal-poor dwarf stars.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "Silvia Catalan" + ], + "paper": [ + "metal-poor dwarf stars" + ] + } + } + }, + { + "query": "Show me publications by Shuqian Sun on the topic of time-resolved processes in photonics.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "Shuqian Sun" + ], + "paper": [ + "time-resolved processes in photonics" + ] + } + } + }, + { + "query": "Find research papers from co-authors of \"Rarefaction and dissipation effects on transport phenomena associated with an immiscible two-phase flow within a shaft-housing micro configuration\", that also focus on the topic of flow through porous media?", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Rarefaction and dissipation effects on transport phenomena associated with an immiscible two-phase flow within a shaft-housing micro configuration", + "flow through porous media" + ] + } + } + }, + { + "query": "Search for publications by Mark Paetkau focusing on the use of computed tomography (CT) in educational settings.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "Mark Paetkau" + ], + "paper": [ + "use of computed tomography (CT) in educational settings" + ] + } + } + }, + { + "query": "Find publications by Khomdram Jolson Singh on comparative analysis of back surface field layer materials in photovoltaic cells.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "Khomdram Jolson Singh" + ], + "paper": [ + "comparative analysis of back surface field layer materials in photovoltaic cells" + ] + } + } + }, + { + "query": "Can you find 2013 publications from authors associated with the Indian National Centre for Ocean Information Services?", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "Indian National Centre for Ocean Information Services" + ], + "paper": [ + "2013" + ] + } + } + }, + { + "query": "Find publications by Paola Gentile focusing on topological charge transport in bent semiconductor pathways.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "Paola Gentile" + ], + "paper": [ + "topological charge transport in bent semiconductor pathways" + ] + } + } + }, + { + "query": "I'm looking for papers related to the field of spin filtering neutrons that have at least one common coauthor with the study \"Spin filtering neutrons with a proton target dynamically polarized using photo-excited triplet states\". Additionally, these studies should propose a fast sample loading method as outlined in that experiment.", + "answer": { + "Metapath": "field_of_study -> paper -> author -> paper", + "Restriction": { + "field_of_study": [ + "spin filtering neutrons" + ], + "paper": [ + "Spin filtering neutrons with a proton target dynamically polarized using photo-excited triplet states", + "propose a fast sample loading method as outlined in that experiment" + ] + } + } + }, + { + "query": "What are the papers discussed thermal conduction in nanomaterials and referenced by the study \"Transferable and flexible resistive switching memory devices based on PMMA films with embedded Fe3O4 nanoparticles\"?", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "thermal conduction in nanomaterials", + "Transferable and flexible resistive switching memory devices based on PMMA films with embedded Fe3O4 nanoparticles" + ] + } + } + }, + { + "query": "Mingfa Yao publications on femtosecond laser-based carbon monoxide detection", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "Mingfa Yao" + ], + "paper": [ + "femtosecond laser-based carbon monoxide detection" + ] + } + } + }, + { + "query": "Show me publications by Raheel Ali on characterizing laser-produced plasmas.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "Raheel Ali" + ], + "paper": [ + "characterizing laser-produced plasmas" + ] + } + } + }, + { + "query": "What are the papers on graphene Raman spectroscopy that are referenced in the study \"Study of graphene growth on copper foil by pulsed laser deposition at reduced temperature\"?", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "graphene Raman spectroscopy", + "Study of graphene growth on copper foil by pulsed laser deposition at reduced temperature" + ] + } + } + }, + { + "query": "Show me publications by Zhixu Jia on incorporating nanoparticles into polymers for use in optical waveguides.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "Zhixu Jia" + ], + "paper": [ + "incorporating nanoparticles into polymers for use in optical waveguides" + ] + } + } + }, + { + "query": "Are there any papers by the China Geological Survey on the study of water Raman spectra from 253-753K?", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "China Geological Survey" + ], + "paper": [ + "study of water Raman spectra from 253-753K" + ] + } + } + }, + { + "query": "Show me the 2012 publications on LC alignment methods from authors who have also contributed to the paper 'Spatial and orientational control of liquid crystal alignment using a surface localized polymer layer'.", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Spatial and orientational control of liquid crystal alignment using a surface localized polymer layer", + "2012 publications on LC alignment methods" + ] + } + } + }, + { + "query": "Could you show me some papers talking about optical table designs aiming to minimize vibrations for sensitive experiments?", + "answer": { + "Metapath": "paper", + "Restriction": { + "paper": [ + "optical table designs aiming to minimize vibrations for sensitive experiments" + ] + } + } + }, + { + "query": "Low-voltage characterization system articles authored by Monmouth College scientists", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "Monmouth College" + ], + "paper": [ + "Low-voltage characterization system" + ] + } + } + }, + { + "query": "I'm looking for research papers relating to combustion and flame analysis that have shared authorship with the paper titled \"Temperature measurements in an axisymmetric methane\u2013air flame using Talbot images\". Specifically, these papers should discuss the evaporation of femtoliter droplets on metallic substrates.", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Temperature measurements in an axisymmetric methane\u2013air flame using Talbot images", + "evaporation of femtoliter droplets on metallic substrates", + "combustion and flame analysis" + ] + } + } + }, + { + "query": "Search for publications from the University of Verona on adaptive optics pre-compensation in optical communication.", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "University of Verona" + ], + "paper": [ + "adaptive optics pre-compensation in optical communication" + ] + } + } + }, + { + "query": "Search for 2010 physics papers associated with Lexmark involving discussion on optical forces in cylindrical cloaks.", + "answer": { + "Metapath": "institution -> author -> paper <- field_of_study", + "Restriction": { + "institution": [ + "Lexmark" + ], + "paper": [ + "2010", + "optical forces in cylindrical cloaks" + ], + "field_of_study": [ + "physics" + ] + } + } + }, + { + "query": "Find publications by coauthors of \"45-Gbps 3D-CAP transmission over a 16-GHz bandwidth SSMF link assisted by Wiener filtering\" that discuss the application of probabilistic shaping in DMT for enhancing spectral efficiency in optical fiber networks.", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "45-Gbps 3D-CAP transmission over a 16-GHz bandwidth SSMF link assisted by Wiener filtering", + "application of probabilistic shaping in DMT for enhancing spectral efficiency in optical fiber networks" + ] + } + } + }, + { + "query": "What other research discussing line profile variability has referenced or been cited in the study \"Rossiter-mclaughlin effect in emission from UX Ori stars\"?", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "line profile variability", + "Rossiter-mclaughlin effect in emission from UX Ori stars" + ] + } + } + }, + { + "query": "Show me articles on Spiropentane that study its infrared spectroscopy for enhanced comprehension of the compound.", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "Spiropentane", + "infrared spectroscopy" + ], + "paper": [ + "enhanced comprehension of the compound" + ] + } + } + }, + { + "query": "Show me a collection of publications related to radiative processes that explore the reconstruction of electron bunch profiles through the use of coherent Smith-Purcell radiation.", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "radiative processes" + ], + "paper": [ + "reconstruction of electron bunch profiles through the use of coherent Smith-Purcell radiation" + ] + } + } + }, + { + "query": "Publications by authors affiliated with the National Space Organization on the incorporation of structural analysis within liquid propulsion system simulations.", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "National Space Organization" + ], + "paper": [ + "incorporation of structural analysis within liquid propulsion system simulations" + ] + } + } + }, + { + "query": "Show me articles by Edward Leen investigating dynamic range and adjustments in amplification levels.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "Edward Leen" + ], + "paper": [ + "dynamic range and adjustments in amplification levels" + ] + } + } + }, + { + "query": "Show me publications by Yantang Huang on low-threshold stimulated Brillouin scattering.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "Yantang Huang" + ], + "paper": [ + "low-threshold stimulated Brillouin scattering" + ] + } + } + }, + { + "query": "Are there any studies by scholars at Magadh University that explore the monogamy conditions for quantum correlations?", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "Magadh University" + ], + "paper": [ + "monogamy conditions for quantum correlations" + ] + } + } + }, + { + "query": "Publications by Magneti Marelli authors on boiling properties", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "Magneti Marelli" + ], + "paper": [ + "boiling properties" + ] + } + } + }, + { + "query": "Look for papers that, like \"Investigating performance of microchannel evaporators with different manifold structures\", are written by a common author, fall under refrigerant evaporator research and study the environmental consequences and performance of R1234yf as a sustainable alternative to R134a\".", + "answer": { + "Metapath": "paper -> author -> paper <- field_of_study", + "Restriction": { + "paper": [ + "Investigating performance of microchannel evaporators with different manifold structures", + "environmental consequences and performance of R1234yf as a sustainable alternative to R134a" + ], + "field_of_study": [ + "refrigerant evaporator research" + ] + } + } + }, + { + "query": "Can I find any papers with a shared coauthor from \"High-speed tomography of local-plasma-induced rapid microwave sintering of aluminum\", that discusses electrical conductivity measurements on periclase up to 1700K and fall under the same research domain?", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "High-speed tomography of local-plasma-induced rapid microwave sintering of aluminum", + "electrical conductivity measurements on periclase up to 1700K and fall under the same research domain" + ] + } + } + }, + { + "query": "Show me articles authored by collaborators of the paper \"Structural and Electronic Properties and Phonons of Platinum Nitrides by Density Functional Theory\", that also explore the properties of metal compounds using computational modeling methods like the platinum nitride study?", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Structural and Electronic Properties and Phonons of Platinum Nitrides by Density Functional Theory", + "properties of metal compounds using computational modeling methods like the platinum nitride study" + ] + } + } + }, + { + "query": "Show me publications that have an author in common with \"Detection of small exchange fields in S/F structures\" and cover the topic of Josephson transport in ferromagnetic insulators.", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Detection of small exchange fields in S/F structures", + "Josephson transport in ferromagnetic insulators" + ] + } + } + }, + { + "query": "Are there any research publications linked to the Dallas Museum of Art related to the Polarization of waves and active matter models that could shed light on the self-organizing behaviors observed in specific biological systems?", + "answer": { + "Metapath": "institution -> author -> paper <- field_of_study", + "Restriction": { + "institution": [ + "Dallas Museum of Art" + ], + "paper": [ + "Polarization of waves and active matter models that could shed light on the self-organizing behaviors observed in specific biological systems" + ], + "field_of_study": [ + "Polarization of waves", + "active matter models", + "self-organizing behaviors", + "biological systems" + ] + } + } + }, + { + "query": "Find publications by G. Smith on accurate electron scattering experiments.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "G. Smith" + ], + "paper": [ + "accurate electron scattering experiments" + ] + } + } + }, + { + "query": "Are there any Astrophysics papers from 2011 discussing stellar activity and affiliated with the University of Warwick Science Park?", + "answer": { + "Metapath": "institution -> author -> paper <- field_of_study", + "Restriction": { + "institution": [ + "University of Warwick Science Park" + ], + "paper": [ + "2011" + ], + "field_of_study": [ + "Astrophysics", + "stellar activity" + ] + } + } + }, + { + "query": "Publications by International Water Management Institute authors on satellite rainfall product accuracy assessment over African lake basins", + "answer": { + "Metapath": "institution -> author -> paper <- field_of_study", + "Restriction": { + "institution": [ + "International Water Management Institute" + ], + "paper": [ + "satellite rainfall product accuracy assessment over African lake basins" + ], + "field_of_study": [ + "satellite", + "rainfall", + "African lake basins" + ] + } + } + }, + { + "query": "2019 publications from The American College of Financial Services discussing spin-dependent resonant tunneling in semiconductor heterostructures?", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "The American College of Financial Services" + ], + "paper": [ + "2019", + "spin-dependent resonant tunneling in semiconductor heterostructures" + ] + } + } + }, + { + "query": "Are there any 2012 Physics-related papers linked to Southampton General Hospital, discussing the initial integrated CMOS imaging array?", + "answer": { + "Metapath": "institution -> author -> paper <- field_of_study", + "Restriction": { + "institution": [ + "Southampton General Hospital" + ], + "paper": [ + "2012", + "initial integrated CMOS imaging array" + ], + "field_of_study": [ + "Physics" + ] + } + } + }, + { + "query": "I'm searching for articles about novel systems for assessing surface dose in skin electron therapy within electron therapy research.", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "electron therapy" + ], + "paper": [ + "novel systems for assessing surface dose in skin electron therapy" + ] + } + } + }, + { + "query": "Find papers from coauthors of \"Optical Properties of BDK-Doped Highly Photosensitive Sol-Gel Hybrid Film\" that delved into other photosensitive hybrid materials.", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Optical Properties of BDK-Doped Highly Photosensitive Sol-Gel Hybrid Film", + "other photosensitive hybrid materials" + ] + } + } + }, + { + "query": "Can you look up papers related to the field of study of \"SL(5) duality from canonical M2-brane\" that include a shared author and discuss the M5 algebra derived from generalized geometry?", + "answer": { + "Metapath": "field_of_study -> paper -> author -> paper", + "Restriction": { + "field_of_study": [ + "SL(5) duality from canonical M2-brane" + ], + "paper": [ + "M5 algebra derived from generalized geometry" + ] + } + } + }, + { + "query": "Find papers discussing magnetic fluid stability, authored by co-authors of the paper titled, \"Approach for the three-body force effect in the optical limit approximation: Application to hadron-deuteron elastic scattering at high energies\".", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Approach for the three-body force effect in the optical limit approximation: Application to hadron-deuteron elastic scattering at high energies", + "magnetic fluid stability" + ] + } + } + }, + { + "query": "I am looking for research articles focused on single imaging system deblurring techniques that explore both the estimation and correction of atmospheric turbulence.", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "single imaging system deblurring techniques", + "estimation and correction of atmospheric turbulence" + ] + } + } + }, + { + "query": "I'm looking for research papers that have a shared author with \"The acoustic properties of borosilicate glass affected by oxide of rare earth gadolinium\". Additionally, these papers should be relevant to the field of CoO doped glasses for optical applications. The primary focus of interest lies in discussions surrounding the acoustic properties of rare earth oxide doped glasses along with their potential uses in optical applications, similar to the original paper.", + "answer": { + "Metapath": "paper -> author -> paper <- field_of_study", + "Restriction": { + "paper": [ + "The acoustic properties of borosilicate glass affected by oxide of rare earth gadolinium", + "CoO doped glasses for optical applications", + "acoustic properties of rare earth oxide doped glasses", + "potential uses in optical applications" + ], + "field_of_study": [ + "optical applications", + "acoustic properties", + "rare earth oxide doped glasses" + ] + } + } + }, + { + "query": "Does Arxiv have any thermodynamics papers from \u00c9cole nationale sup\u00e9rieure des industries chimiques discussing novel refrigerant blends?", + "answer": { + "Metapath": "institution -> author -> paper <- field_of_study", + "Restriction": { + "institution": [ + "\u00c9cole nationale sup\u00e9rieure des industries chimiques" + ], + "paper": [ + "novel refrigerant blends" + ], + "field_of_study": [ + "thermodynamics" + ] + } + } + }, + { + "query": "Which research papers, associated with the co-authors of \"C-Sb Materials as Candidate for Phase-Change Memory\", delve into the comparison of switching behaviors in phase-change memory materials?", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "C-Sb Materials as Candidate for Phase-Change Memory", + "comparison of switching behaviors in phase-change memory materials" + ] + } + } + }, + { + "query": "Papers on photoinduced alterations in luminescent nanoparticles by authors affiliated with Petersburg State Transport University.", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "Petersburg State Transport University" + ], + "paper": [ + "photoinduced alterations in luminescent nanoparticles" + ] + } + } + }, + { + "query": "Find publications by Gem Shoute on fractal loop inductors.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "Gem Shoute" + ], + "paper": [ + "fractal loop inductors" + ] + } + } + }, + { + "query": "Could you show me some papers related to Global optimum that suggest new methods for reconstruction and registration?", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "Global optimum" + ], + "paper": [ + "new methods for reconstruction and registration" + ] + } + } + }, + { + "query": "Which publications from the authors of \"The CMF as provenance of the stellar IMF\" also delve into the notion of a universal stellar initial mass function based on 2013 observations?", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "The CMF as provenance of the stellar IMF", + "universal stellar initial mass function based on 2013 observations" + ] + } + } + }, + { + "query": "Are there any papers from the Fourth Military Medical University that discuss high-order feedback in their research findings?", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "Fourth Military Medical University" + ], + "paper": [ + "high-order feedback" + ] + } + } + }, + { + "query": "Search for publications from the University of L'Aquila related to solar wind and geomagnetic field observations in the area of solar wind studies.", + "answer": { + "Metapath": "institution -> author -> paper <- field_of_study", + "Restriction": { + "institution": [ + "University of L'Aquila" + ], + "paper": [ + "solar wind and geomagnetic field observations" + ], + "field_of_study": [ + "solar wind studies" + ] + } + } + }, + { + "query": "Find publications by Zhen Zhang on automated treatment planning using deep learning for predicted dose distributions.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "Zhen Zhang" + ], + "paper": [ + "automated treatment planning using deep learning for predicted dose distributions" + ] + } + } + }, + { + "query": "Does any research from Technische Universit\u00e4t M\u00fcnchen delve into the magnetic structure of heavy fermion materials related to their studies on Magnetic moment?", + "answer": { + "Metapath": "institution -> author -> paper <- field_of_study", + "Restriction": { + "institution": [ + "Technische Universit\u00e4t M\u00fcnchen" + ], + "paper": [ + "magnetic structure of heavy fermion materials" + ], + "field_of_study": [ + "Magnetic moment" + ] + } + } + }, + { + "query": "Search for publications with a co-author from \"Source of an atmospheric-pressure plasma jet formed in air or nitrogen under barrier discharge excitation\" that investigate the impact of cathode design on electron energy, and explore plasma jet formation and characteristics with varying electrode configurations.", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Source of an atmospheric-pressure plasma jet formed in air or nitrogen under barrier discharge excitation", + "impact of cathode design on electron energy", + "plasma jet formation and characteristics with varying electrode configurations" + ] + } + } + }, + { + "query": "What are some other papers that cite \"A Magnetic Field Separation Technique for a Scaled Model Ship through an Earth\u2019s Magnetic Field Simulator\" or explore the optimization of underwater magnetic fields for the separation of model ships?", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "A Magnetic Field Separation Technique for a Scaled Model Ship through an Earth\u2019s Magnetic Field Simulator", + "optimization of underwater magnetic fields for the separation of model ships" + ] + } + } + }, + { + "query": "Quantum eraser measurements in fiber channels research papers from the University of Cape Coast in the field of Physics?", + "answer": { + "Metapath": "institution -> author -> paper <- field_of_study", + "Restriction": { + "institution": [ + "University of Cape Coast" + ], + "paper": [ + "Quantum eraser measurements in fiber channels" + ], + "field_of_study": [ + "Physics" + ] + } + } + }, + { + "query": "What are the papers examining non-Markovian quantum evolution that are referenced within the study \"Canonical form of master equations and characterization of non-Markovianity\"?", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "Canonical form of master equations and characterization of non-Markovianity", + "non-Markovian quantum evolution" + ] + } + } + }, + { + "query": "Publications on short pulse plasma behavior by University of Applied Sciences Deggendorf authors", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "University of Applied Sciences Deggendorf" + ], + "paper": [ + "short pulse plasma behavior" + ] + } + } + }, + { + "query": "Does Babasaheb Bhimrao Ambedkar University have any research publications on the investigation of heat transfer in porous media with the utilization of the Rayleigh number for natural convection analysis?", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "Babasaheb Bhimrao Ambedkar University" + ], + "paper": [ + "investigation of heat transfer in porous media with the utilization of the Rayleigh number for natural convection analysis" + ] + } + } + }, + { + "query": "Find articles on synchronization strategies within mobile ad hoc networks.", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "synchronization strategies", + "mobile ad hoc networks" + ] + } + } + }, + { + "query": "Show me scholarly articles on solar distillation designs published by researchers affiliated with MATS University.", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "MATS University" + ], + "paper": [ + "solar distillation designs" + ] + } + } + }, + { + "query": "Show me publications by Lilin Yi exploring symmetric transmission at 40 Gbps.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "Lilin Yi" + ], + "paper": [ + "symmetric transmission at 40 Gbps" + ] + } + } + }, + { + "query": "List articles on vector decomposition with novel methods in optical encryption.", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "vector decomposition", + "optical encryption" + ], + "paper": [ + "novel methods in optical encryption" + ] + } + } + }, + { + "query": "Looking for research papers on high magnetization alloys that have references or are influenced by \"Effect of grain constraint on the field requirements for magnetocaloric effect in Ni45Co5Mn40Sn10 melt-spun ribbons\".", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "high magnetization alloys", + "Effect of grain constraint on the field requirements for magnetocaloric effect in Ni45Co5Mn40Sn10 melt-spun ribbons" + ] + } + } + }, + { + "query": "Publications by authors affiliated with the Air Resources Laboratory on the subject of velocity variances and their effects on air quality models.", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "Air Resources Laboratory" + ], + "paper": [ + "velocity variances and their effects on air quality models" + ] + } + } + }, + { + "query": "Show me research papers by coauthors of 'Conditions for optical parametric oscillation with a structured light pump' who have also studied the orbital angular momentum states of light.", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Conditions for optical parametric oscillation with a structured light pump", + "orbital angular momentum states of light" + ] + } + } + }, + { + "query": "Search for publications by Xiaoyuan Hou on the topic of increased transient photovoltage via metal absorption.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "Xiaoyuan Hou" + ], + "paper": [ + "increased transient photovoltage via metal absorption" + ] + } + } + }, + { + "query": "Are there any research papers from Sheba Medical Center on the use of a correction algorithm to adjust for tissue deformation and heterogeneity when imaging breast tissues, within the field of Imaging Phantom?", + "answer": { + "Metapath": "institution -> author -> paper <- field_of_study", + "Restriction": { + "institution": [ + "Sheba Medical Center" + ], + "paper": [ + "use of a correction algorithm to adjust for tissue deformation and heterogeneity when imaging breast tissues" + ], + "field_of_study": [ + "Imaging Phantom" + ] + } + } + }, + { + "query": "What are some related research papers to \"Dual-Band Loop-Dipole Composite Unidirectional Antenna for Broadband Wireless Communications\" that have either cited it or have been cited in it, specifically in the context of discussing wideband antennas?", + "answer": { + "Metapath": "paper -> paper <- field_of_study", + "Restriction": { + "paper": [ + "Dual-Band Loop-Dipole Composite Unidirectional Antenna for Broadband Wireless Communications", + "wideband antennas" + ], + "field_of_study": [ + "wideband antennas" + ] + } + } + }, + { + "query": "Show me publications by Elmar Baumh\u00f6gger on power reduction strategies.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "Elmar Baumh\u00f6gger" + ], + "paper": [ + "power reduction strategies" + ] + } + } + }, + { + "query": "Search for papers in the same field as \"Perfect thermal spin filter and pure spin thermoelectric generator based on a laterally coupled double quantum-dot array,\" which also share a coauthor and discuss spin transport properties.", + "answer": { + "Metapath": "paper -> field_of_study -> paper -> author -> paper", + "Restriction": { + "paper": [ + "Perfect thermal spin filter and pure spin thermoelectric generator based on a laterally coupled double quantum-dot array", + "spin transport properties" + ] + } + } + }, + { + "query": "Show me publications by coauthors of the paper \"Pressure drop during near-critical-pressure condensation of refrigerant blends\" that additionally cover ammonia-water system desorption and rectification processes.", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Pressure drop during near-critical-pressure condensation of refrigerant blends", + "ammonia-water system desorption and rectification processes" + ] + } + } + }, + { + "query": "Could you show me some research papers exploring the connection between the Noncommutative torus and string theory?", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "Noncommutative torus", + "string theory" + ], + "paper": [ + "connection between the Noncommutative torus and string theory" + ] + } + } + }, + { + "query": "Show me articles on the validation of CFD models for simulating blood flow in cerebral aneurysms with a focus on cerebral hemodynamics.", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "cerebral hemodynamics" + ], + "paper": [ + "validation of CFD models for simulating blood flow in cerebral aneurysms" + ] + } + } + }, + { + "query": "Are there any publications from Ho Chi Minh City University of Science researchers that focus on the study of two phase transitions in an economical 3-3-1 model?", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "Ho Chi Minh City University of Science" + ], + "paper": [ + "study of two phase transitions in an economical 3-3-1 model" + ] + } + } + }, + { + "query": "Can you find publications by co-authors of the paper \"[INVITED] Ultrafast laser micro-processing of transparent material\" that delve into label-free tissue imaging methodologies?", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "[INVITED] Ultrafast laser micro-processing of transparent material", + "label-free tissue imaging methodologies" + ] + } + } + }, + { + "query": "What other studies that measured nonlinear optical response in gases have referenced or have been referenced by the study \"Nonlinear polarization response of a gaseous medium in the regime of atom stabilization in a strong radiation field\"?", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "Nonlinear polarization response of a gaseous medium in the regime of atom stabilization in a strong radiation field", + "nonlinear optical response in gases" + ] + } + } + }, + { + "query": "Are there any articles from Jamal Mohamed College authors about l-arginine phosphate monohydrate crystals, specifically pertaining to their growth and properties?", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "Jamal Mohamed College" + ], + "paper": [ + "l-arginine phosphate monohydrate crystals", + "growth and properties" + ] + } + } + }, + { + "query": "Find papers by I. Dillmann on neutron detector design.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "I. Dillmann" + ], + "paper": [ + "neutron detector design" + ] + } + } + }, + { + "query": "Looking for 2015 papers on impinging jet heat transfer, specifically measuring skin friction and heat transfer. They should have at least one common author with \"Vortex dynamics and mechanisms of heat transfer enhancement in synthetic jet impingement\" and should be in the same research area.", + "answer": { + "Metapath": "paper -> author -> paper <- field_of_study", + "Restriction": { + "paper": [ + "Vortex dynamics and mechanisms of heat transfer enhancement in synthetic jet impingement", + "2015 papers on impinging jet heat transfer, specifically measuring skin friction and heat transfer" + ], + "field_of_study": [ + "impinging jet heat transfer" + ] + } + } + }, + { + "query": "What are the other works published by authors who collaborated on the paper \"Measurement of the Radius of Neutron Stars with High S/N Quiescent Low-mass X-ray Binaries in Globular Clusters\" about intermediate mass black hole candidates?", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Measurement of the Radius of Neutron Stars with High S/N Quiescent Low-mass X-ray Binaries in Globular Clusters", + "intermediate mass black hole candidates" + ] + } + } + }, + { + "query": "Could you show me some research papers on sensitivity shaping methodologies in the area of Sensitivity within control systems?", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "Sensitivity", + "control systems" + ], + "paper": [ + "sensitivity shaping methodologies" + ] + } + } + }, + { + "query": "I'm looking for publications by C. Cantero that investigate potential white dwarfs identified in the Gaia-DR2 data set.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "C. Cantero" + ], + "paper": [ + "potential white dwarfs identified in the Gaia-DR2 data set" + ] + } + } + }, + { + "query": "Does Arxiv have any papers from Iran University of Medical Sciences exploring photoneutron dosimetry measurements with track detectors in Medical physics?", + "answer": { + "Metapath": "institution -> author -> paper <- field_of_study", + "Restriction": { + "institution": [ + "Iran University of Medical Sciences" + ], + "paper": [ + "photoneutron dosimetry measurements with track detectors" + ], + "field_of_study": [ + "Medical physics" + ] + } + } + }, + { + "query": "Show me papers on coherent averaging methods in knuckle joint studies.", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "coherent averaging methods", + "knuckle joint studies" + ] + } + } + }, + { + "query": "What are the papers referenced in \"Band gap structures in two-dimensional super porous phononic crystals\" that also explore the bandgap features of phononic crystals?", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "Band gap structures in two-dimensional super porous phononic crystals", + "bandgap features of phononic crystals" + ] + } + } + }, + { + "query": "I'm looking for research articles on Checkerboard materials focusing on the study of magnetic ordering.", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "Checkerboard materials", + "magnetic ordering" + ] + } + } + }, + { + "query": "Search for papers with at least one shared coauthor from \"Holomorphic Simplicity Constraints for 4d Spinfoam Models\", related to the same field of study, and discussing the link between gravity and fermions in physics.", + "answer": { + "Metapath": "paper -> author -> paper <- field_of_study", + "Restriction": { + "paper": [ + "Holomorphic Simplicity Constraints for 4d Spinfoam Models", + "discussing the link between gravity and fermions in physics" + ], + "field_of_study": [ + "gravity", + "fermions", + "physics" + ] + } + } + }, + { + "query": "Are there any papers by Tektronix researchers examining the structural organization of liquid crystals using light scattering measurements?", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "Tektronix" + ], + "paper": [ + "structural organization of liquid crystals using light scattering measurements" + ] + } + } + }, + { + "query": "Show me the published works of authors who collaborated on 'Young and intermediate-age massive star clusters', which provide near-infrared spectra analysis of globular clusters.", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Young and intermediate-age massive star clusters", + "near-infrared spectra analysis of globular clusters" + ] + } + } + }, + { + "query": "List papers on novel surface electromagnetic waves in Dyakonov surface wave research.", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "Dyakonov surface wave research", + "novel surface electromagnetic waves" + ] + } + } + }, + { + "query": "Could you show me some research papers from the DU145 field that analyze the comparison of cell survival in flattened versus unflattened radiation beams?", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "DU145" + ], + "paper": [ + "comparison of cell survival in flattened versus unflattened radiation beams" + ] + } + } + }, + { + "query": "What other research papers focusing on nanofluid heat transfer were cited in the study \"Proposing a new experimental correlation for thermal conductivity of nanofluids containing of functionalized multiwalled carbon nanotubes suspended in a binary base fluid\"?", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "Proposing a new experimental correlation for thermal conductivity of nanofluids containing of functionalized multiwalled carbon nanotubes suspended in a binary base fluid", + "nanofluid heat transfer" + ] + } + } + }, + { + "query": "What are the papers referenced by \"Experimental and numerical studies on film cooling with reverse/backward coolant injection\" that have either used computational methods to optimize film cooling effectiveness, or influenced subsequent computational optimization studies in this area?", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "Experimental and numerical studies on film cooling with reverse/backward coolant injection", + "computational methods to optimize film cooling effectiveness", + "influenced subsequent computational optimization studies in this area" + ] + } + } + }, + { + "query": "Show me papers by Joan Francesc Barquinero on retrospective dosimetry methods.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "Joan Francesc Barquinero" + ], + "paper": [ + "retrospective dosimetry methods" + ] + } + } + }, + { + "query": "Show me papers by Robert Jedicke discussing the catastrophic disruptions of asteroids.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "Robert Jedicke" + ], + "paper": [ + "catastrophic disruptions of asteroids" + ] + } + } + }, + { + "query": "Does any research related to 2.5 \u03bcm cutoff wavelength photodetector arrays, fabricated by UTC Aerospace Systems, exist on Arxiv?", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "UTC Aerospace Systems" + ], + "paper": [ + "2.5 \u03bcm cutoff wavelength photodetector arrays", + "Arxiv" + ] + } + } + }, + { + "query": "Could you show me some 2012 papers exploring the analysis of Irish mythological narratives in the domain of Irish studies?", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "Irish studies" + ], + "paper": [ + "analysis of Irish mythological narratives", + "2012" + ] + } + } + }, + { + "query": "Can you find more publications from the coauthors of \"The Experimental Results of MHD Instability Suppression with Electrode Biasing in the HT-7 Tokamak\", specifically regarding their research on MHD instability suppression through electrode biasing?", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "The Experimental Results of MHD Instability Suppression with Electrode Biasing in the HT-7 Tokamak", + "MHD instability suppression through electrode biasing" + ] + } + } + }, + { + "query": "Which publications from scholars at Aditanar College of Arts and Science focus on introducing new methods for characterizing materials?", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "Aditanar College of Arts and Science" + ], + "paper": [ + "introducing new methods for characterizing materials" + ] + } + } + }, + { + "query": "Find other publications by the co-authors of \"Optomechanical resonator as a negative dispersion medium for enhancing the sensitivity bandwidth in a gravitational-wave detector\" which discuss gravitational-wave constraints on pulsars.", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Optomechanical resonator as a negative dispersion medium for enhancing the sensitivity bandwidth in a gravitational-wave detector", + "gravitational-wave constraints on pulsars" + ] + } + } + }, + { + "query": "Could I see some research papers that delve into the gas discharge properties of Clinoptilolite within the study area of Clinoptilolite?", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "Clinoptilolite" + ], + "paper": [ + "gas discharge properties of Clinoptilolite" + ] + } + } + }, + { + "query": "Can you find any 2010 papers that delve into electrostatic gyrokinetic formulations and are also referenced in \"The actual scaling of a nominally third-order Reynolds stress\"?", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "2010", + "electrostatic gyrokinetic formulations", + "The actual scaling of a nominally third-order Reynolds stress" + ] + } + } + }, + { + "query": "Show me publications from co-authors of \"Black Holes, Ellipsoids, and Nonlinear Waves in Pseudo-Finsler Spaces and Einstein Gravity\" that cover Finsler brane solutions.", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Black Holes, Ellipsoids, and Nonlinear Waves in Pseudo-Finsler Spaces and Einstein Gravity", + "Finsler brane solutions" + ] + } + } + }, + { + "query": "Which publications from Eulji University authors suggest innovative microcolumn technology?", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "Eulji University" + ], + "paper": [ + "innovative microcolumn technology" + ] + } + } + }, + { + "query": "Which publications from Xiangnan University researchers delve into the characteristics of truncated Airy pulses?", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "Xiangnan University" + ], + "paper": [ + "characteristics of truncated Airy pulses" + ] + } + } + }, + { + "query": "Show me the 2014 publications by Andreas Becker, including his paper in the Proceedings of the National Academy of Sciences that discusses soft X-ray attosecond pulses.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "Andreas Becker" + ], + "paper": [ + "2014", + "Proceedings of the National Academy of Sciences", + "soft X-ray attosecond pulses" + ] + } + } + }, + { + "query": "Looking for papers by the authors of \"Canopy-wake dynamics and wind sheltering effects on Earth surface fluxes\" that delve into comparisons of wind turbine wakes under both convective and neutral boundary layer conditions. This research could help illuminate how varying atmospheric stability influences wake behavior and optimizes wind farms.", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Canopy-wake dynamics and wind sheltering effects on Earth surface fluxes", + "comparisons of wind turbine wakes under both convective and neutral boundary layer conditions", + "how varying atmospheric stability influences wake behavior and optimizes wind farms" + ] + } + } + }, + { + "query": "Search for publications by A. A. Solodov related to the measurement of electron temperatures.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "A. A. Solodov" + ], + "paper": [ + "measurement of electron temperatures" + ] + } + } + }, + { + "query": "I'm looking for recent papers on dephosphorylation-related nonequilibrium sensing, with a focus on insights that kinetic proofreading provides into these systems' mechanisms.", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "dephosphorylation", + "nonequilibrium sensing", + "kinetic proofreading" + ], + "paper": [ + "insights into these systems' mechanisms" + ] + } + } + }, + { + "query": "Which other publications from authors of \"Noncommutative U(1) gauge theory from a worldline perspective\" delve into the impacts of finite length or explore finite-length influences in noncommutative gauge theory from a worldline viewpoint?", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Noncommutative U(1) gauge theory from a worldline perspective", + "impacts of finite length", + "finite-length influences in noncommutative gauge theory from a worldline viewpoint" + ] + } + } + }, + { + "query": "Find publications by coauthors of \"Site-Controlled Quantum Emitters in Dilute Nitrides and their Integration in Photonic Crystal Cavities\" that investigate photon entanglement.", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Site-Controlled Quantum Emitters in Dilute Nitrides and their Integration in Photonic Crystal Cavities", + "photon entanglement" + ] + } + } + }, + { + "query": "Does any literature relate to GE Healthcare's research combining synthetic transmit beamforming with minimum variance beamforming in the beamforming domain?", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "GE Healthcare" + ], + "paper": [ + "combining synthetic transmit beamforming with minimum variance beamforming in the beamforming domain" + ] + } + } + }, + { + "query": "What are the papers related to acoustic resonance in jet flows that cite \"Upstream-travelling acoustic jet modes as a closure mechanism for screech\"?", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "acoustic resonance in jet flows", + "Upstream-travelling acoustic jet modes as a closure mechanism for screech" + ] + } + } + }, + { + "query": "What are some papers that \"The Temperature-dependent Nature of Coronal Dimmings\" references and also explore the development and changes in coronal holes between 2007 and 2009?", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "The Temperature-dependent Nature of Coronal Dimmings", + "development and changes in coronal holes between 2007 and 2009" + ] + } + } + }, + { + "query": "Show me articles by coauthors of 'Persistence of the gapless spin liquid in the breathing kagome Heisenberg antiferromagnet' featuring entanglement spectra analysis of quantum spin liquids.", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Persistence of the gapless spin liquid in the breathing kagome Heisenberg antiferromagnet", + "entanglement spectra analysis of quantum spin liquids" + ] + } + } + }, + { + "query": "Are there any articles by co-authors of \"Time-resolved two-photon momentum microscopy\u2014A new approach to study hot carrier lifetimes in momentum space\" that discuss thermal demagnetization mechanisms?", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Time-resolved two-photon momentum microscopy\u2014A new approach to study hot carrier lifetimes in momentum space", + "thermal demagnetization mechanisms" + ] + } + } + }, + { + "query": "Search for publications on microbeam radiation therapy dosimetry authored by researchers affiliated with the Royal Women's Hospital.", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "Royal Women's Hospital" + ], + "paper": [ + "microbeam radiation therapy dosimetry" + ] + } + } + }, + { + "query": "Could you show me some research papers related to the Intensive Care Unit field discussing the effects of hospital noise levels on patient outcomes and the well-being of the staff?", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "Intensive Care Unit" + ], + "paper": [ + "effects of hospital noise levels on patient outcomes and the well-being of the staff" + ] + } + } + }, + { + "query": "I'm looking for research articles on analytic signal applications in studying the properties of ultrasound hydrophones.", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "analytic signal applications", + "ultrasound hydrophones" + ], + "paper": [ + "studying the properties of ultrasound hydrophones" + ] + } + } + }, + { + "query": "Show me publications by Chee Kiong Soh on the topic of omnidirectional vibration energy harvesting.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "Chee Kiong Soh" + ], + "paper": [ + "omnidirectional vibration energy harvesting" + ] + } + } + }, + { + "query": "Looking for research papers from Minghsin University of Science and Technology on the study of ITO thin films properties under different oxygen flow rates during sputter deposition process.", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "Minghsin University of Science and Technology" + ], + "paper": [ + "ITO thin films properties under different oxygen flow rates during sputter deposition process" + ] + } + } + }, + { + "query": "Show me a selection of articles focused on the torsional and rotational framework within the realm of molecular chirality.", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "torsional and rotational framework", + "molecular chirality" + ] + } + } + }, + { + "query": "Look for papers co-authored by someone from \"Effect of SiO2 nanoparticle size on initiation and intensity of bubble formation in a water pump\", focusing on the same subject area of nanoparticle fluid viscosity measurement.", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Effect of SiO2 nanoparticle size on initiation and intensity of bubble formation in a water pump", + "nanoparticle fluid viscosity measurement" + ] + } + } + }, + { + "query": "Does Arxiv have any recent papers discussing experimental results on ferromagnetic superconductors in the field of Condensed Matter Physics that are linked with Institut national des sciences appliqu\u00e9es de Toulouse?", + "answer": { + "Metapath": "institution -> author -> paper <- field_of_study", + "Restriction": { + "institution": [ + "Institut national des sciences appliqu\u00e9es de Toulouse" + ], + "paper": [ + "experimental results on ferromagnetic superconductors" + ], + "field_of_study": [ + "Condensed Matter Physics" + ] + } + } + }, + { + "query": "Find 2016 papers authored by coauthors of \"Trans-Planckian problem in the healthy extension of Horava-Lifshitz gravity\" that also discuss axion monodromy inflation.", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Trans-Planckian problem in the healthy extension of Horava-Lifshitz gravity", + "2016", + "axion monodromy inflation" + ] + } + } + }, + { + "query": "Can you find any studies that cover the impact of temperature and are referenced in the paper 'Optical absorption property and photo-thermal conversion performance of graphene oxide/water nanofluids with excellent dispersion stability'?", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "Optical absorption property and photo-thermal conversion performance of graphene oxide/water nanofluids with excellent dispersion stability", + "impact of temperature" + ] + } + } + }, + { + "query": "Show me papers by Timo van Overbr\u00fcggen on the topic of transitional flows in bronchial tubes.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "Timo van Overbr\u00fcggen" + ], + "paper": [ + "transitional flows in bronchial tubes" + ] + } + } + }, + { + "query": "What are the papers cited in \"Multi-Watt Semiconductor Disk Laser by Low Temperature Wafer Bonding\" that also discuss comparisons of various sulfur passivation methods?", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "Multi-Watt Semiconductor Disk Laser by Low Temperature Wafer Bonding", + "comparisons of various sulfur passivation methods" + ] + } + } + }, + { + "query": "Show me papers discussing thermal effects on nanomagnets similar to \"Thermal fluctuations of magnetic nanoparticles: Fifty years after Brown\", written by its coauthors.", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Thermal fluctuations of magnetic nanoparticles: Fifty years after Brown", + "thermal effects on nanomagnets" + ] + } + } + }, + { + "query": "Show me publications by David Staack on microplasma-induced bubble formation in water.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "David Staack" + ], + "paper": [ + "microplasma-induced bubble formation in water" + ] + } + } + }, + { + "query": "Does any research from Uzhhorod National University focus on Space debris, specifically featuring observations of a particular space debris satellite between 2008 and 2016?", + "answer": { + "Metapath": "institution -> author -> paper <- field_of_study", + "Restriction": { + "institution": [ + "Uzhhorod National University" + ], + "paper": [ + "observations of a particular space debris satellite between 2008 and 2016" + ], + "field_of_study": [ + "Space debris" + ] + } + } + }, + { + "query": "What are some related papers that have referenced or been referenced in \"High-efficiency phase flattening based Laguerre\u2013Gauss spectrometer using variable focus lenses\", specifically discussing OAM measurements?", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "High-efficiency phase flattening based Laguerre\u2013Gauss spectrometer using variable focus lenses", + "OAM measurements" + ] + } + } + }, + { + "query": "Find papers from coauthors of 'Determination of the thermal properties of ceramic sponges' focusing on research into AFE thin films.", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Determination of the thermal properties of ceramic sponges", + "research into AFE thin films" + ] + } + } + }, + { + "query": "Could you show me some research papers related to sensor optimization methods within the Volatilisation domain?", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "Volatilisation" + ], + "paper": [ + "sensor optimization methods" + ] + } + } + }, + { + "query": "Show me publications by Jun Amako on the fabrication of metal gratings beyond the diffraction limit.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "Jun Amako" + ], + "paper": [ + "fabrication of metal gratings beyond the diffraction limit" + ] + } + } + }, + { + "query": "Can you find papers that are authored by the collaborators of \"Interface composition of InAs nanowires with Al2O2 and HfO2 thin films,\" with a particular emphasis on those discussing the application of nanowire MOS capacitors?", + "answer": { + "Metapath": "paper -> author -> author -> paper", + "Restriction": { + "paper": [ + "application of nanowire MOS capacitors" + ] + } + } + }, + { + "query": "Are there any physics research papers from Ecole Polytechnique de l'Universit\u00e9 d'Orl\u00e9ans that explore the micro-dilatation theory for porous materials?", + "answer": { + "Metapath": "institution -> author -> paper <- field_of_study", + "Restriction": { + "institution": [ + "Ecole Polytechnique de l'Universit\u00e9 d'Orl\u00e9ans" + ], + "paper": [ + "micro-dilatation theory for porous materials" + ], + "field_of_study": [ + "physics" + ] + } + } + }, + { + "query": "Show me publications by Kaia Williams on generating terahertz waves from liquid water.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "Kaia Williams" + ], + "paper": [ + "generating terahertz waves from liquid water" + ] + } + } + }, + { + "query": "Are there any papers by Widener University researchers investigating the photometric properties of void galaxies or the traits of galaxies in various density environments?", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "Widener University" + ], + "paper": [ + "photometric properties of void galaxies", + "traits of galaxies in various density environments" + ] + } + } + }, + { + "query": "Show me papers from the coauthors of 'A Compact All-Solid-State Self-Compressing Low-to-High Power Converting RF Pulse Generator' that delve into the creation of other compact high-power pulse generators.", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "A Compact All-Solid-State Self-Compressing Low-to-High Power Converting RF Pulse Generator", + "creation of other compact high-power pulse generators" + ] + } + } + }, + { + "query": "What are some papers referenced in \"Class I Methanol (CH$_{3}$OH) Maser Conditions near Supernova Remnants\" that also delve into the topic of molecular clouds in the Galactic center?", + "answer": { + "Metapath": "paper -> paper <- field_of_study", + "Restriction": { + "paper": [ + "Class I Methanol (CH$_{3}$OH) Maser Conditions near Supernova Remnants", + "molecular clouds in the Galactic center" + ], + "field_of_study": [ + "molecular clouds", + "Galactic center" + ] + } + } + }, + { + "query": "Can you find publications from the co-authors of \"On charged Lifshitz black holes\" that also explore the conductivity and diffusion of materials referenced in the study?", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "On charged Lifshitz black holes", + "conductivity and diffusion of materials referenced in the study" + ] + } + } + }, + { + "query": "Could you find the publications by the co-authors of \"Experimental analysis of one-dimensional Faraday waves on a liquid layer subjected to horizontal vibrations\" that document experimental findings on surface waves?", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Experimental analysis of one-dimensional Faraday waves on a liquid layer subjected to horizontal vibrations", + "experimental findings on surface waves" + ] + } + } + }, + { + "query": "Can I find papers from the co-authors of \"Effect of channel angle of pin-fin heat sink on heat transfer performance using water based graphene nanoplatelets nanofluids\" who have also discussed the integration of phase change materials in solar collectors in 2018?", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Effect of channel angle of pin-fin heat sink on heat transfer performance using water based graphene nanoplatelets nanofluids", + "integration of phase change materials in solar collectors in 2018" + ] + } + } + }, + { + "query": "Show me publications by E. Defay on phase transition studies.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "E. Defay" + ], + "paper": [ + "phase transition studies" + ] + } + } + }, + { + "query": "Search for publications by Chris R. Smith focusing on the study of galaxy clusters through the application of weak gravitational lensing methods.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "Chris R. Smith" + ], + "paper": [ + "study of galaxy clusters through the application of weak gravitational lensing methods" + ] + } + } + }, + { + "query": "Which other works from the authors of \"Role of ( n ,2 n ) reactions in transmutation of long-lived fission products\" also delve into the effects of (n,2n) reactions on the neutron transmutation of enduring fission products?", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Role of ( n ,2 n ) reactions in transmutation of long-lived fission products", + "effects of (n,2n) reactions on the neutron transmutation of enduring fission products" + ] + } + } + }, + { + "query": "What are the papers studying the effects of magnetic fields that are referenced in the study \"Internal Energy and Entropy of a Quantum Pseudodot\"?", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "effects of magnetic fields", + "Internal Energy and Entropy of a Quantum Pseudodot" + ] + } + } + }, + { + "query": "Does the National Chin-Yi University of Technology have any publications on optimizing fiber structure in the field of Fiber?", + "answer": { + "Metapath": "institution -> author -> paper <- field_of_study", + "Restriction": { + "institution": [ + "National Chin-Yi University of Technology" + ], + "paper": [ + "optimizing fiber structure" + ], + "field_of_study": [ + "Fiber" + ] + } + } + }, + { + "query": "Find other publications by the coauthors of \"Visible Array Waveguide Gratings for Applications of Optical Neural Probes\" that delve into quantum memory with rare-earth ion doped photonic crystal resonators.", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Visible Array Waveguide Gratings for Applications of Optical Neural Probes", + "quantum memory with rare-earth ion doped photonic crystal resonators" + ] + } + } + }, + { + "query": "Can you show me the papers cited by \"Decaying vacuum cosmology and its scalar field description\" that also discuss or utilize observations of distant Type Ia supernovae?", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "Decaying vacuum cosmology and its scalar field description", + "observations of distant Type Ia supernovae" + ] + } + } + }, + { + "query": "Show me publications by Dasol Lee on polarization-neutral beam splitters.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "Dasol Lee" + ], + "paper": [ + "polarization-neutral beam splitters" + ] + } + } + }, + { + "query": "Search for publications by Alexandra E. Maegli on the study of thermoelectric characteristics.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "Alexandra E. Maegli" + ], + "paper": [ + "thermoelectric characteristics" + ] + } + } + }, + { + "query": "What other research papers discussing conformal field theories on anti-de Sitter space are referenced in \"Higher-spin realization of a de Sitter static patch/cut-off CFT correspondence\"?", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "Higher-spin realization of a de Sitter static patch/cut-off CFT correspondence", + "conformal field theories on anti-de Sitter space" + ] + } + } + }, + { + "query": "I'm looking for research articles that discuss comparisons between satellite and ground-based ozone observations specifically utilizing Dobson ozone spectrophotometers.", + "answer": { + "Metapath": "paper", + "Restriction": { + "paper": [ + "comparisons between satellite and ground-based ozone observations specifically utilizing Dobson ozone spectrophotometers" + ] + } + } + }, + { + "query": "Show me publications by Jozua de Boer that enhance signal-to-noise ratios in direct imaging methods through the minimization of stray light effects.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "Jozua de Boer" + ], + "paper": [ + "enhance signal-to-noise ratios in direct imaging methods through the minimization of stray light effects" + ] + } + } + }, + { + "query": "I'm looking for research articles related to the electromechanical coupling effects in lipid bilayers within the context of polar membranes.", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "electromechanical coupling effects", + "polar membranes" + ], + "paper": [ + "electromechanical coupling effects in lipid bilayers within the context of polar membranes" + ] + } + } + }, + { + "query": "Seeking publications investigating light bending and torsion phenomena that reference or are referenced by \"Relativistic Landau Levels in the Rotating Cosmic String Spacetime\".", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "light bending and torsion phenomena", + "Relativistic Landau Levels in the Rotating Cosmic String Spacetime" + ] + } + } + }, + { + "query": "I'm looking for research articles examining the intersection of naked singularities with closed timelike curves. I am especially interested in studies that analyze how naked singularities might relate to the formation and properties of closed timelike curves, with a focus on the implications for physics in areas where geodesics become singular.", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "naked singularities", + "closed timelike curves", + "physics" + ], + "paper": [ + "intersection of naked singularities with closed timelike curves", + "how naked singularities might relate to the formation and properties of closed timelike curves", + "implications for physics in areas where geodesics become singular" + ] + } + } + }, + { + "query": "Can you show me the papers that discuss CXRS measurements in ITER and are also referenced in the study 'Effect of wall light reflection in ITER diagnostics'?", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "CXRS measurements in ITER", + "Effect of wall light reflection in ITER diagnostics" + ] + } + } + }, + { + "query": "Which other papers discussing valley qubit encoding have referenced or been referenced in the study \"Metallic behaviour in SOI quantum wells with strong intervalley scattering\"?", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "valley qubit encoding", + "Metallic behaviour in SOI quantum wells with strong intervalley scattering" + ] + } + } + }, + { + "query": "Show me papers on Place and Route that explore SFQ circuit design methods.", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "Place and Route", + "SFQ circuit design methods" + ] + } + } + }, + { + "query": "Could you show me the papers on Arxiv that delve into the study of sonar sounds produced by Phocoena, which is a species of small porpoises?", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "sonar sounds", + "Phocoena", + "porpoises" + ] + } + } + }, + { + "query": "Could you show me the articles written by Bruno Sicardy in 2015 regarding exoplanets observed through the EChO space mission?", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "Bruno Sicardy" + ], + "paper": [ + "2015", + "exoplanets observed through the EChO space mission" + ] + } + } + }, + { + "query": "Looking for papers with a common coauthor as \"Trapped charge dynamics in InAs nanowires\", in the same research field, focusing on the investigation of the effects of Au-assisted Te-doping on the optical properties of GaAs nanowires.", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Trapped charge dynamics in InAs nanowires", + "investigation of the effects of Au-assisted Te-doping on the optical properties of GaAs nanowires" + ] + } + } + }, + { + "query": "Could you show me some papers that explore the data assimilation of wave models within the scope of Subroutine?", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "data assimilation of wave models", + "Subroutine" + ] + } + } + }, + { + "query": "Show me publications by coauthors of \"Video measurement of the muzzle velocity of a potato gun\" that include experimental validation of theoretical velocity equations.", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Video measurement of the muzzle velocity of a potato gun", + "experimental validation of theoretical velocity equations" + ] + } + } + }, + { + "query": "Are there any studies from the University of Magallanes that examine the influence of solar cycles on sunspots in the area of sunspot studies?", + "answer": { + "Metapath": "institution -> author -> paper <- field_of_study", + "Restriction": { + "institution": [ + "University of Magallanes" + ], + "paper": [ + "influence of solar cycles on sunspots" + ], + "field_of_study": [ + "sunspot studies" + ] + } + } + }, + { + "query": "Research papers studying the surface dose effects of oblique beams through a treatment couch, authored by scholars from Central Taiwan University of Science and Technology?", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "Central Taiwan University of Science and Technology" + ], + "paper": [ + "surface dose effects of oblique beams through a treatment couch" + ] + } + } + }, + { + "query": "Which other studies have looked into the incorporation of scandium in aluminum nitride thin films, as referenced in the research titled \"Influence of scandium concentration on power generation figure of merit of scandium aluminum nitride thin films\"?", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "Influence of scandium concentration on power generation figure of merit of scandium aluminum nitride thin films", + "incorporation of scandium in aluminum nitride thin films" + ] + } + } + }, + { + "query": "Are there any papers co-authored by researchers who worked on \"Ground state in a half-doped manganite distinguished by neutron spectroscopy\", which report on neutron scattering studies and were published in 2018 or later?", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Ground state in a half-doped manganite distinguished by neutron spectroscopy", + "neutron scattering studies", + "published in 2018 or later" + ] + } + } + }, + { + "query": "Show me publications by Vladimir I. Korepanov on the subject of cathodoluminescence characteristics.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "Vladimir I. Korepanov" + ], + "paper": [ + "cathodoluminescence characteristics" + ] + } + } + }, + { + "query": "Find publications by co-authors of \"Heat transport in amorphous silicon: Interplay between morphology and disorder\" that also put forth a self-consistent hybrid methodology for heat transport modeling.", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Heat transport in amorphous silicon: Interplay between morphology and disorder", + "self-consistent hybrid methodology for heat transport modeling" + ] + } + } + }, + { + "query": "Search for papers with a mutual author to 'Quantum Formation of Primordial Black holes', that also delve into the same domain of study and incorporate the influence of anisotropic sources in their examination of primordial black hole formation.", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Quantum Formation of Primordial Black holes", + "influence of anisotropic sources in their examination of primordial black hole formation" + ] + } + } + }, + { + "query": "Can you find publications by the co-authors of \"An infinite family of superintegrable deformations of the Coulomb potential\" that discuss cylindrical integrable systems?", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "An infinite family of superintegrable deformations of the Coulomb potential", + "cylindrical integrable systems" + ] + } + } + }, + { + "query": "Are there any papers from Dr. B.C. Roy Engineering College, Durgapur that explore heat transfer associated with hydromagnetic flow around a square cylinder?", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "Dr. B.C. Roy Engineering College, Durgapur" + ], + "paper": [ + "heat transfer associated with hydromagnetic flow around a square cylinder" + ] + } + } + }, + { + "query": "Can you find more publications from the coauthors of \"Dynamics of Nanosatellite Deorbit by Bare Electrodynamic Tether in Low Earth Orbit\", especially those discussing the use of nanosatellites for active deorbiting using comparable Electrodynamic tether methods?", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Dynamics of Nanosatellite Deorbit by Bare Electrodynamic Tether in Low Earth Orbit", + "use of nanosatellites for active deorbiting using comparable Electrodynamic tether methods" + ] + } + } + }, + { + "query": "Are there any papers by K. Schn\u00fclle that explore the near-infrared observations of dust surrounding an AGN?", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "K. Schn\u00fclle" + ], + "paper": [ + "near-infrared observations of dust surrounding an AGN" + ] + } + } + }, + { + "query": "What are the papers that delve into the properties of solar wind using substantial datasets and have been referenced in \"A new four-plasma categorization scheme for the solar wind\"?", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "properties of solar wind using substantial datasets", + "A new four-plasma categorization scheme for the solar wind" + ] + } + } + }, + { + "query": "Could you show me the papers that were referenced in both \"A Spherical Leidenfrost Droplet with Translation and Rotation\" and the 2011 study concerning self-propelled droplets?", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "A Spherical Leidenfrost Droplet with Translation and Rotation", + "2011 study concerning self-propelled droplets" + ] + } + } + }, + { + "query": "Find research articles that examined spectroscopic characteristics of tungsten plasmas and are referenced in the study titled 'X-ray absorption spectroscopy of aluminum z-pinch plasma with tungsten backlighter planar wire array sources'.", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "spectroscopic characteristics of tungsten plasmas", + "X-ray absorption spectroscopy of aluminum z-pinch plasma with tungsten backlighter planar wire array sources" + ] + } + } + }, + { + "query": "Could you track down any publications which have common authorship with \"Generation of dislocation clusters by glide m\u2010planes in semipolar GaN layers\", belong to the equivalent research territory, and explore the application of plasmonic particles in LED technology?", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Generation of dislocation clusters by glide m\u2010planes in semipolar GaN layers", + "application of plasmonic particles in LED technology" + ] + } + } + }, + { + "query": "Papers on nanomaterials magnetic properties by University of Architecture, Civil Engineering and Geodesy authors", + "answer": { + "Metapath": "institution -> author -> paper <- field_of_study", + "Restriction": { + "institution": [ + "University of Architecture, Civil Engineering and Geodesy" + ], + "field_of_study": [ + "nanomaterials", + "magnetic properties" + ] + } + } + }, + { + "query": "Could you fetch a selection of articles focused on examining the dynamics of particles influenced by forces within dusty plasma cavities in the context of The Void?", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "dynamics of particles", + "forces within dusty plasma cavities", + "The Void" + ] + } + } + }, + { + "query": "List papers on audio clipping with proposed modifications to ACO-OFDM for clipping noise reduction.", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "audio clipping", + "ACO-OFDM", + "clipping noise reduction" + ], + "paper": [ + "proposed modifications to ACO-OFDM for clipping noise reduction" + ] + } + } + }, + { + "query": "Vishwakarma Institute of Information Technology author publications on methods for temperature compensation", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "Vishwakarma Institute of Information Technology" + ], + "paper": [ + "methods for temperature compensation" + ] + } + } + }, + { + "query": "Could you show me some papers about luminescence properties of a phosphor in the context of Field emission gun research?", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "Field emission gun research" + ], + "paper": [ + "luminescence properties of a phosphor" + ] + } + } + }, + { + "query": "Please find publications by L. S. Zagorskii on analyzing subsurface characteristics through the use of surface waves.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "L. S. Zagorskii" + ], + "paper": [ + "analyzing subsurface characteristics through the use of surface waves" + ] + } + } + }, + { + "query": "Could you show me the publications from the coauthors of \"Small device-to-device variation of 6,13-bis(triisopropylsilylethynyl)pentacene field-effect transistor arrays fabricated by a flow-coating method\" that focus on research into organic field-effect transistor (OFET) arrays?", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Small device-to-device variation of 6,13-bis(triisopropylsilylethynyl)pentacene field-effect transistor arrays fabricated by a flow-coating method", + "research into organic field-effect transistor (OFET) arrays" + ] + } + } + }, + { + "query": "Could you find research articles on the development of novel stannite compounds for use in photovoltaic applications?", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "stannite compounds", + "photovoltaic applications" + ], + "paper": [ + "development of novel stannite compounds for use in photovoltaic applications" + ] + } + } + }, + { + "query": "Show me publications by Peter L. Tyack on the probability estimation of whale detection.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "Peter L. Tyack" + ], + "paper": [ + "probability estimation of whale detection" + ] + } + } + }, + { + "query": "Can you show me papers that suggest new neural network structures to enhance turbulence modeling, have either cited or been referenced by the paper titled, 'Machine-learning inference of fluid variables from data using reservoir computing'?", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "new neural network structures to enhance turbulence modeling", + "Machine-learning inference of fluid variables from data using reservoir computing" + ] + } + } + }, + { + "query": "Are there any other studies that have examined RXTE observations of Z source neutron star binaries and also referenced the article \"Discovery of a new black hole transient within 100\" (400 pc) of M31*\"?", + "answer": { + "Metapath": "paper -> paper -> paper", + "Restriction": { + "paper": [ + "RXTE observations of Z source neutron star binaries", + "Discovery of a new black hole transient within 100\" (400 pc) of M31*" + ] + } + } + }, + { + "query": "Are there any papers from IAR Systems authors that explore a new catalog of neutral hydrogen supershell candidates?", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "IAR Systems" + ], + "paper": [ + "new catalog of neutral hydrogen supershell candidates" + ] + } + } + }, + { + "query": "What papers related to flux flow modeling in iron telluride superconductors are cited alongside \"Anisotropic flux pinning energy in FeSexTe1-x single crystals\"?", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "flux flow modeling in iron telluride superconductors", + "Anisotropic flux pinning energy in FeSexTe1-x single crystals" + ] + } + } + }, + { + "query": "Are there any articles published by authors who contributed to \"Gamow-Teller 1+ states in 112\u2013124Sb isotopes\" that also delve into the experimental measurement and calculation of 2\u03bd\u03b2-\u03b2 decay rates in different nuclei?", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Gamow-Teller 1+ states in 112\u2013124Sb isotopes", + "experimental measurement and calculation of 2\u03bd\u03b2-\u03b2 decay rates in different nuclei" + ] + } + } + }, + { + "query": "Find publications by coauthors of the paper \"On the concordance of cosmological data in the case of the generalized Chaplygin gas\" that focus on cosmic microwave background (CMB) anisotropy analysis.", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "On the concordance of cosmological data in the case of the generalized Chaplygin gas", + "cosmic microwave background (CMB) anisotropy analysis" + ] + } + } + }, + { + "query": "Are there recent papers from Karlstad University on Quantum mechanics discussing advancements about generic spacelike singularities?", + "answer": { + "Metapath": "institution -> author -> paper <- field_of_study", + "Restriction": { + "institution": [ + "Karlstad University" + ], + "paper": [ + "advancements about generic spacelike singularities" + ], + "field_of_study": [ + "Quantum mechanics" + ] + } + } + }, + { + "query": "Could you search for papers with a shared coauthor from \"Research on calibration method of relative infrared radiometer\", within the same field of study, focusing on various calibration method comparisons?", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Research on calibration method of relative infrared radiometer", + "various calibration method comparisons" + ] + } + } + }, + { + "query": "Are there any research articles related to the Indian National Association that investigate the measurement of Higgs decay properties through LHC data within the scope of Quantum electrodynamics?", + "answer": { + "Metapath": "institution -> author -> paper <- field_of_study", + "Restriction": { + "institution": [ + "Indian National Association" + ], + "paper": [ + "measurement of Higgs decay properties through LHC data" + ], + "field_of_study": [ + "Quantum electrodynamics" + ] + } + } + }, + { + "query": "Could you find papers that discuss narrow-band emission and either cite or are cited by the study \"Powerful linearly-polarized high-order random fiber laser pumped by broadband amplified spontaneous emission source\"?", + "answer": { + "Metapath": "paper -> paper -> paper", + "Restriction": { + "paper": [ + "narrow-band emission", + "Powerful linearly-polarized high-order random fiber laser pumped by broadband amplified spontaneous emission source" + ] + } + } + }, + { + "query": "Publications by authors affiliated with University Hospitals Coventry and Warwickshire NHS Trust on novel proton computed tomography imaging techniques.", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "University Hospitals Coventry and Warwickshire NHS Trust" + ], + "paper": [ + "novel proton computed tomography imaging techniques" + ] + } + } + }, + { + "query": "Does the Arxiv platform include any articles related to Control theory that analyse 2-DOF actuator techniques and are affiliated with Samsung Techwin?", + "answer": { + "Metapath": "institution -> author -> paper <- field_of_study", + "Restriction": { + "institution": [ + "Samsung Techwin" + ], + "paper": [ + "analyse 2-DOF actuator techniques" + ], + "field_of_study": [ + "Control theory" + ] + } + } + }, + { + "query": "Are there any articles by the authors of \"Study of enthalpy of evaporation, saturated vapor pressure and evaporation rate of aqueous nanofluids\" that focus on the application of composite adsorbents in cooling systems?", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Study of enthalpy of evaporation, saturated vapor pressure and evaporation rate of aqueous nanofluids", + "application of composite adsorbents in cooling systems" + ] + } + } + }, + { + "query": "I am interested in finding articles that focus on the study of middle cohomology components within \u010cech cohomology. Specifically, I am looking for works that delve into the characteristics and uses of these middle-dimensional cohomology groups.", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "middle cohomology components", + "\u010cech cohomology" + ], + "paper": [ + "characteristics and uses of middle-dimensional cohomology groups" + ] + } + } + }, + { + "query": "Can you show me the papers discussing advancements in relativistic statistical theory from 2002 to 2005, authored by the co-authors involved in the publication of 'Relativistic kinetics and power-law tailed distributions'?", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Relativistic kinetics and power-law tailed distributions", + "advancements in relativistic statistical theory from 2002 to 2005" + ] + } + } + }, + { + "query": "Show me studies conducted by the University of Malawi researchers on the laser-induced thermal decomposition of metal ethoxide aerosols.", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "University of Malawi" + ], + "paper": [ + "laser-induced thermal decomposition of metal ethoxide aerosols" + ] + } + } + }, + { + "query": "Have any research papers assessing sensor technologies been published by scholars from the Kuwait Institute for Scientific Research?", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "Kuwait Institute for Scientific Research" + ], + "paper": [ + "assessing sensor technologies" + ] + } + } + }, + { + "query": "Find publications from co-authors of \"Bias Effects on the Growth of Helium-Containing Titanium Films\" discussing LED degradation under ion irradiation.", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Bias Effects on the Growth of Helium-Containing Titanium Films", + "LED degradation under ion irradiation" + ] + } + } + }, + { + "query": "Are there any papers co-authored by those involved in \"Ferroelectric FETs With 20-nm-Thick HfO 2 Layer for Large Memory Window and High Performance\" that delve into the design of multifunctional logic gates utilizing reconfigurable silicon nanowire transistors, keeping in view their proficiency in ferroelectric materials and nanoscale transistors?", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Ferroelectric FETs With 20-nm-Thick HfO 2 Layer for Large Memory Window and High Performance", + "design of multifunctional logic gates utilizing reconfigurable silicon nanowire transistors, keeping in view their proficiency in ferroelectric materials and nanoscale transistors" + ] + } + } + }, + { + "query": "I'm looking for academic papers that have one author in common with \"Effective charge and effective radius of water droplet in dropwise cluster\" and belong to the same field of study. The key area of research should include the formation of plasma shells around droplets or clusters.", + "answer": { + "Metapath": "paper -> author -> paper <- field_of_study", + "Restriction": { + "paper": [ + "Effective charge and effective radius of water droplet in dropwise cluster", + "formation of plasma shells around droplets or clusters" + ], + "field_of_study": [ + "plasma physics", + "droplets", + "clusters" + ] + } + } + }, + { + "query": "Show me the papers published by co-authors of 'Future DUNE constraints on EFT' that involve the analysis of scalar leptoquarks in beyond standard model physics?", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Future DUNE constraints on EFT", + "analysis of scalar leptoquarks in beyond standard model physics" + ] + } + } + }, + { + "query": "Are there any research papers, co-authored by the authors of \"String-Level Modeling of Two, Three, and Four Terminal Si-Based Tandem Modules\", within the same subject area and discussing similar conformal growth techniques?", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "String-Level Modeling of Two, Three, and Four Terminal Si-Based Tandem Modules", + "within the same subject area and discussing similar conformal growth techniques" + ] + } + } + }, + { + "query": "Publications by co-authors of \"Boiling bubbles monitoring for the protection of the LIPAc beam-dump\" on the subject of acoustic detection techniques for boiling bubble monitoring.", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Boiling bubbles monitoring for the protection of the LIPAc beam-dump", + "acoustic detection techniques for boiling bubble monitoring" + ] + } + } + }, + { + "query": "Please find articles related to modeling the electrostatic charging on the Moon's surface within the context of lunar landings.", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "electrostatic charging", + "lunar landings" + ], + "paper": [ + "modeling the electrostatic charging on the Moon's surface" + ] + } + } + }, + { + "query": "What papers exploring the effects of magnetic fields have referenced, or been referenced by, \"A facility for X-ray diffraction in magnetic fields up to 25 T and temperatures between 15 and 295 K\"?", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "effects of magnetic fields", + "A facility for X-ray diffraction in magnetic fields up to 25 T and temperatures between 15 and 295 K" + ] + } + } + }, + { + "query": "Does any research from the Girijananda Chowdhury Institute of Management and Technology detail a binary system outburst within Photonics?", + "answer": { + "Metapath": "institution -> author -> paper <- field_of_study", + "Restriction": { + "institution": [ + "Girijananda Chowdhury Institute of Management and Technology" + ], + "paper": [ + "binary system outburst" + ], + "field_of_study": [ + "Photonics" + ] + } + } + }, + { + "query": "What are some papers related to cooling rates that have either cited or been referenced by the study 'Strong \u3008001\u3009 recrystallization texture component in 6.5 wt% Si electrical steel thin sheets by secondary cold rolling and annealing'?", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "cooling rates", + "Strong \u3008001\u3009 recrystallization texture component in 6.5 wt% Si electrical steel thin sheets by secondary cold rolling and annealing" + ] + } + } + }, + { + "query": "Are there any studies or papers from the National Institute of Astrophysics, Optics and Electronics exploring the deep-strong-coupling regime characteristics through the rotating wave approximation method within the realm of cavity quantum electrodynamics?", + "answer": { + "Metapath": "institution -> author -> paper <- field_of_study", + "Restriction": { + "institution": [ + "National Institute of Astrophysics, Optics and Electronics" + ], + "paper": [ + "deep-strong-coupling regime characteristics through the rotating wave approximation method" + ], + "field_of_study": [ + "cavity quantum electrodynamics" + ] + } + } + }, + { + "query": "Show me publications by Ionela Lindfors-Vrejoiu related to the investigation of magnetic coupling.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "Ionela Lindfors-Vrejoiu" + ], + "paper": [ + "investigation of magnetic coupling" + ] + } + } + }, + { + "query": "Which publications by First Solar authors are focused on CdTe solar cell defects?", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "First Solar" + ], + "paper": [ + "CdTe solar cell defects" + ] + } + } + }, + { + "query": "I'm looking for articles that have a common author with \"Real-Time Liquid Evaporation Rate Measurement Based on a Microchip Laser Feedback Interferometer\", focus on the introduction of an angular measurement system utilizing laser technology and fall under the same research area of laser-based measurement methods.", + "answer": { + "Metapath": "paper -> author -> paper <- field_of_study", + "Restriction": { + "paper": [ + "Real-Time Liquid Evaporation Rate Measurement Based on a Microchip Laser Feedback Interferometer", + "introduction of an angular measurement system utilizing laser technology" + ], + "field_of_study": [ + "laser-based measurement methods" + ] + } + } + }, + { + "query": "Show me papers with shared authors from \"Particle Size Distributions Based on a Multipopulation Genetic Algorithm Used in Multiwavelength Lidar\", exploring aerosol particle size measurements and related to airborne particulate characterization.", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Particle Size Distributions Based on a Multipopulation Genetic Algorithm Used in Multiwavelength Lidar", + "aerosol particle size measurements", + "airborne particulate characterization" + ] + } + } + }, + { + "query": "Can you show me papers that are referenced by \"Traceable atomic force microscopy of high-quality solvent-free crystals of [6,6]-phenyl-C61-butyric acid methyl ester\" and also involve discussions on open-source scanning probe microscopy software?", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "Traceable atomic force microscopy of high-quality solvent-free crystals of [6,6]-phenyl-C61-butyric acid methyl ester", + "open-source scanning probe microscopy software" + ] + } + } + }, + { + "query": "Search for academic papers which have at least one common coauthor with \"The effective field theory treatment of quantum gravity\", explore the breach of electromagnetic gauge invariance, and belong to the same academic discipline as the papers coauthored with the specified one.", + "answer": { + "Metapath": "paper -> author -> paper <- field_of_study", + "Restriction": { + "paper": [ + "The effective field theory treatment of quantum gravity", + "breach of electromagnetic gauge invariance" + ], + "field_of_study": [ + "quantum gravity", + "electromagnetic gauge invariance" + ] + } + } + }, + { + "query": "Show me publications from co-authors of \"Construction of 6D supersymmetric field models in N=(1,0) harmonic superspace\" that also delve into the topic of massive higher spin supermultiplets in three dimensions.", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Construction of 6D supersymmetric field models in N=(1,0) harmonic superspace", + "massive higher spin supermultiplets in three dimensions" + ] + } + } + }, + { + "query": "Can you find papers discussing graphene nonlinear optics that are referenced in the paper \"Picosecond nonlinear optical properties of SrTiO3 composite films doped with gold and nickel nanoparticles\"?", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "Picosecond nonlinear optical properties of SrTiO3 composite films doped with gold and nickel nanoparticles", + "graphene nonlinear optics" + ] + } + } + }, + { + "query": "Show me articles by K.B. Rajesh on creating multiple focal points below the wavelength resolution.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "K.B. Rajesh" + ], + "paper": [ + "creating multiple focal points below the wavelength resolution" + ] + } + } + }, + { + "query": "I'm looking for articles about the use of multispectral imaging technology for crime scene investigation detail detection.", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "multispectral imaging technology", + "crime scene investigation detail detection" + ] + } + } + }, + { + "query": "I'm looking for research articles pertaining to fiber-optic networks with an emphasis on clock distribution and timing delay detection methods. Specifically, I'm interested in studies that have investigated the utilization of fiber-optic infrastructure for the accurate dissemination of time or for assessing transmission latencies, which is relevant to my ongoing projects on synchronization and monitoring applications using fibers.", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "fiber-optic networks", + "clock distribution", + "timing delay detection methods", + "synchronization", + "monitoring applications" + ], + "paper": [ + "utilization of fiber-optic infrastructure for the accurate dissemination of time", + "assessing transmission latencies" + ] + } + } + }, + { + "query": "I'm looking for papers that have at least one author in common with \"Entry guidance with real-time planning of reference based on analytical solutions\". These papers should similarly focus on the field of hypersonic glide vehicle controls, with an emphasis on the analysis of hypersonic glide solutions.", + "answer": { + "Metapath": "paper -> author -> paper <- field_of_study", + "Restriction": { + "paper": [ + "Entry guidance with real-time planning of reference based on analytical solutions", + "hypersonic glide vehicle controls", + "analysis of hypersonic glide solutions" + ], + "field_of_study": [ + "hypersonic glide vehicle controls" + ] + } + } + }, + { + "query": "Could you show me the papers discussing two-way quantum key distribution written by Chun Zhou?", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "Chun Zhou" + ], + "paper": [ + "two-way quantum key distribution" + ] + } + } + }, + { + "query": "Does any research from Alexandru Ioan Cuza University focus on Electron cross-section measurements?", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "Alexandru Ioan Cuza University" + ], + "paper": [ + "Electron cross-section measurements" + ] + } + } + }, + { + "query": "Show me articles related to the application of ultrasound methods in diagnosing or treating Adenocarcinoma.", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "ultrasound methods", + "Adenocarcinoma" + ], + "paper": [ + "application of ultrasound methods in diagnosing or treating Adenocarcinoma" + ] + } + } + }, + { + "query": "Can you find papers written by the co-authors of \"Performance enhancement of free space optical satellite uplink with transmitter spatial diversity technique\", focusing on optical communication methods for satellites aimed at enhancing data transmission systems?", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Performance enhancement of free space optical satellite uplink with transmitter spatial diversity technique", + "optical communication methods for satellites aimed at enhancing data transmission systems" + ] + } + } + }, + { + "query": "Are there any research papers by Hari Nortunen that focus on investigating the shape and spin characteristics of asteroid populations?", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "Hari Nortunen" + ], + "paper": [ + "investigating the shape and spin characteristics of asteroid populations" + ] + } + } + }, + { + "query": "Does St. Xavier's College-Autonomous, Mumbai have any publications focusing on the topic of conformal maps related to potential wormholes influenced by dark energy?", + "answer": { + "Metapath": "institution -> author -> paper <- field_of_study", + "Restriction": { + "institution": [ + "St. Xavier's College-Autonomous, Mumbai" + ], + "paper": [ + "conformal maps related to potential wormholes influenced by dark energy" + ], + "field_of_study": [ + "conformal maps", + "wormholes", + "dark energy" + ] + } + } + }, + { + "query": "What are the articles referenced in the study \"Performance of CNT-water nanofluid as coolant fluid in shell and tube intercooler of a LPG absorber tower\" that contribute to a deeper knowledge of nanoparticle heat transfer based on their specific research and discoveries?", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "Performance of CNT-water nanofluid as coolant fluid in shell and tube intercooler of a LPG absorber tower", + "nanoparticle heat transfer based on their specific research and discoveries" + ] + } + } + }, + { + "query": "Can you find research papers related to the evolution of protostellar discs that have either been referenced in or are significant to the study on \"Resolution requirements for smoothed particle hydrodynamics simulations of self-gravitating accretion discs\"?", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "evolution of protostellar discs", + "Resolution requirements for smoothed particle hydrodynamics simulations of self-gravitating accretion discs" + ] + } + } + }, + { + "query": "Publications authored by Galveston College affiliates on potential energy curve ramifications for oxygen molecules", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "Galveston College" + ], + "paper": [ + "potential energy curve ramifications for oxygen molecules" + ] + } + } + }, + { + "query": "Show me papers authored by Parker Hannifin researchers that are centered on or necessitate the use of thermal classification methods.", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "Parker Hannifin" + ], + "paper": [ + "thermal classification methods" + ] + } + } + }, + { + "query": "Show me publications by Karol Waichman on the topic of alkali lasers in supersonic conditions.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "Karol Waichman" + ], + "paper": [ + "alkali lasers in supersonic conditions" + ] + } + } + }, + { + "query": "Does the United States Naval Academy have any papers discussing advanced measurement methods for interfacial thermal resistance and experimental testing techniques for precise determination of thermal properties across material interfaces?", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "United States Naval Academy" + ], + "paper": [ + "advanced measurement methods for interfacial thermal resistance", + "experimental testing techniques for precise determination of thermal properties across material interfaces" + ] + } + } + }, + { + "query": "Search for 2012 publications in the quantum error correction domain, involving lasercom experiments, and co-authored by an individual from the 'Hardware-efficient bosonic quantum error-correcting codes based on symmetry operators' paper.", + "answer": { + "Metapath": "paper -> author -> paper <- field_of_study", + "Restriction": { + "paper": [ + "Hardware-efficient bosonic quantum error-correcting codes based on symmetry operators", + "2012", + "lasercom experiments" + ], + "field_of_study": [ + "quantum error correction" + ] + } + } + }, + { + "query": "I'm looking for research articles by A. Perucchi related to the nonlinear THz response of topological insulators.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "A. Perucchi" + ], + "paper": [ + "nonlinear THz response of topological insulators" + ] + } + } + }, + { + "query": "What research articles cited in 'Dual Field Theories of Quantum Computation' also delve into the discussion of quantum states and geometries?", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "Dual Field Theories of Quantum Computation", + "quantum states and geometries" + ] + } + } + }, + { + "query": "Physics papers from Associated Universities, Inc. reporting Gravity Probe B experiment results on Arxiv?", + "answer": { + "Metapath": "institution -> author -> paper <- field_of_study", + "Restriction": { + "institution": [ + "Associated Universities, Inc." + ], + "paper": [ + "Gravity Probe B experiment results on Arxiv" + ], + "field_of_study": [ + "physics" + ] + } + } + }, + { + "query": "Looking for articles on Helion that enhance models of nuclear fragmentation.", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "Helion", + "nuclear fragmentation" + ], + "paper": [ + "enhance models of nuclear fragmentation" + ] + } + } + }, + { + "query": "Are there any publications from Escuela Superior Politecnica del Litoral researchers on the topic of four-wave mixing measurements?", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "Escuela Superior Politecnica del Litoral" + ], + "paper": [ + "four-wave mixing measurements" + ] + } + } + }, + { + "query": "What are the research papers addressing cloud-resolving radiative-convective simulations' outcomes that are referenced in \"Cloud and circulation feedbacks in a near\u2010global aquaplanet cloud\u2010resolving model\"?", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "Cloud and circulation feedbacks in a near\u2010global aquaplanet cloud\u2010resolving model", + "cloud-resolving radiative-convective simulations' outcomes" + ] + } + } + }, + { + "query": "Publications on cosmic ray magnetic deflection by Colorado State University\u2013Pueblo authors", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "Colorado State University\u2013Pueblo" + ], + "paper": [ + "cosmic ray magnetic deflection" + ] + } + } + }, + { + "query": "Co-authors of 'Cosmic-ray-driven electron-induced reactions of halogenated molecules adsorbed on ice surfaces: Implications for atmospheric ozone depletion and global climate change' who also published papers on the impact of cosmic rays on stratospheric ozone levels?", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Cosmic-ray-driven electron-induced reactions of halogenated molecules adsorbed on ice surfaces: Implications for atmospheric ozone depletion and global climate change", + "impact of cosmic rays on stratospheric ozone levels" + ] + } + } + }, + { + "query": "Publications by RCC Institute of Information Technology authors on the study of irregular variations in hadron-nucleus collisions", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "RCC Institute of Information Technology" + ], + "paper": [ + "study of irregular variations in hadron-nucleus collisions" + ] + } + } + }, + { + "query": "Could you find publications that explore unusual fluctuations in Total Electron Content preceding seismic events around the Samoa Islands?", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "Total Electron Content", + "seismic events", + "Samoa Islands" + ], + "paper": [ + "unusual fluctuations in Total Electron Content preceding seismic events around the Samoa Islands" + ] + } + } + }, + { + "query": "Find articles referenced in the study \"Mid-wave infrared narrow bandwidth guided mode resonance notch filter\" that also delve into infrared detection methods.", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "Mid-wave infrared narrow bandwidth guided mode resonance notch filter", + "infrared detection methods" + ] + } + } + }, + { + "query": "Show me articles written by Senjuti De on the topic of quantum confinement in doped nanoparticles.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "Senjuti De" + ], + "paper": [ + "quantum confinement in doped nanoparticles" + ] + } + } + }, + { + "query": "Could you find me the list of publications by Yichen Zhao that delve into the birefringence characteristics of nanofibers?", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "Yichen Zhao" + ], + "paper": [ + "birefringence characteristics of nanofibers" + ] + } + } + }, + { + "query": "What are some other research papers that either cite or are cited by \"Robust spatial coherence 5 mu m from a room-temperature atom chip\" particularly in relation to its discussion on the formation of coherent ensembles of ultracold atoms near the atom chip surface, with a specific interest in those that explore atom chips with lattices used in quantum experiments?", + "answer": { + "Metapath": "paper -> paper -> paper <- field_of_study", + "Restriction": { + "paper": [ + "Robust spatial coherence 5 mu m from a room-temperature atom chip", + "formation of coherent ensembles of ultracold atoms near the atom chip surface", + "atom chips with lattices used in quantum experiments" + ], + "field_of_study": [ + "quantum experiments", + "ultracold atoms", + "atom chips" + ] + } + } + }, + { + "query": "What other research around PbO-based glass properties has referenced or been referenced in the study \"Spectroscopic study of ZnO doped CeO2\u2013PbO\u2013B2O3 glasses\"?", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "PbO-based glass properties", + "Spectroscopic study of ZnO doped CeO2\u2013PbO\u2013B2O3 glasses" + ] + } + } + }, + { + "query": "Looking for research papers sharing a co-author with \"The equation of state of neutron matter, symmetry energy, and neutron star structure\". These papers should have contributing insights on the equation of state of dense matter from gravitational wave observations and be in the same field of study.", + "answer": { + "Metapath": "paper -> author -> paper <- field_of_study", + "Restriction": { + "paper": [ + "The equation of state of neutron matter, symmetry energy, and neutron star structure", + "contributing insights on the equation of state of dense matter from gravitational wave observations" + ], + "field_of_study": [ + "equation of state", + "dense matter", + "gravitational wave observations" + ] + } + } + }, + { + "query": "What are the publications that explore photon scattering in various materials and are referenced in the study titled \"Investigation of two-hole flash-boiling plume-to-plume interaction and its impact on spray collapse\"?", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "photon scattering in various materials", + "Investigation of two-hole flash-boiling plume-to-plume interaction and its impact on spray collapse" + ] + } + } + }, + { + "query": "Could you find research articles on SO(8) focusing on permutation orbifolds? I would like to see studies where permutation orbifold methods are used to explore characteristics of SO(8).", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "SO(8)", + "permutation orbifolds" + ] + } + } + }, + { + "query": "Search for 2012 papers in the same field as \"Light neutralino in the MSSM: a playground for dark matter, flavor physics and collider experiments\" that discuss lepton flavor violation within supersymmetry models, authored by at least one of the same authors.", + "answer": { + "Metapath": "paper -> field_of_study -> paper -> author -> paper", + "Restriction": { + "paper": [ + "Light neutralino in the MSSM: a playground for dark matter, flavor physics and collider experiments", + "2012", + "lepton flavor violation within supersymmetry models" + ], + "field_of_study": [ + "supersymmetry" + ] + } + } + }, + { + "query": "Can you find additional publications from the co-authors of \"NEPTUNE'S WILD DAYS: CONSTRAINTS FROM THE ECCENTRICITY DISTRIBUTION OF THE CLASSICAL KUIPER BELT\" that highlight 3-5um imaging in 2013 focused on stars with brown dwarf companions?", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "NEPTUNE'S WILD DAYS: CONSTRAINTS FROM THE ECCENTRICITY DISTRIBUTION OF THE CLASSICAL KUIPER BELT", + "3-5um imaging in 2013 focused on stars with brown dwarf companions" + ] + } + } + }, + { + "query": "Show me publications by S.L. Cockcroft on inverse heat conduction models.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "S.L. Cockcroft" + ], + "paper": [ + "inverse heat conduction models" + ] + } + } + }, + { + "query": "Are there any publications from the Battelle Memorial Institute that explore single photon detection at telecom wavelengths?", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "Battelle Memorial Institute" + ], + "paper": [ + "single photon detection at telecom wavelengths" + ] + } + } + }, + { + "query": "What other research papers have referenced and explored the techniques outlined in \"A hybrid temporal and spatial speckle-suppression method for laser displays\" for laser speckle reduction via both temporal and spatial strategies?", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "A hybrid temporal and spatial speckle-suppression method for laser displays", + "laser speckle reduction via both temporal and spatial strategies" + ] + } + } + }, + { + "query": "What are the research papers that cited \"Exploring a Proximity-Coupled Co Chain on Pb(110) as a Possible Majorana Platform,\" which offered preliminary proof of Majorana zero modes within nanostructures in 2016?", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "Exploring a Proximity-Coupled Co Chain on Pb(110) as a Possible Majorana Platform", + "preliminary proof of Majorana zero modes within nanostructures in 2016" + ] + } + } + }, + { + "query": "Could you please search for papers co-authored by someone from \"Aerial Image Improvements on the Intel MET\" that are also in the same field as the 2012 paper on freezing resist patterns on aerial images?", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Aerial Image Improvements on the Intel MET", + "2012 paper on freezing resist patterns on aerial images" + ] + } + } + }, + { + "query": "Can you find papers referenced by 'Design and Fabrication of a Frequency and Polarization Reconfigurable Microwave Antenna on a Printed Partially Magnetized Ferrite Substrate' that also discuss reconfigurable circularly polarized antennas similar to the one in the original paper?", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "Design and Fabrication of a Frequency and Polarization Reconfigurable Microwave Antenna on a Printed Partially Magnetized Ferrite Substrate", + "reconfigurable circularly polarized antennas similar to the one in the original paper" + ] + } + } + }, + { + "query": "What are the research papers that delve into the quantum origin of cosmological structure during inflation, and have been mentioned in the study \"Multiple quantum collapse of the inflaton field and its implications on the birth of cosmic structure\"?", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "quantum origin of cosmological structure during inflation", + "Multiple quantum collapse of the inflaton field and its implications on the birth of cosmic structure" + ] + } + } + }, + { + "query": "Can you find papers written by co-authors of \"Plasmon resonances in a two-dimensional lattice of metal particles in a dielectric layer: Structural and polarization properties\", which also explore the topic of light propagation in plasmonic structures?", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Plasmon resonances in a two-dimensional lattice of metal particles in a dielectric layer: Structural and polarization properties", + "light propagation in plasmonic structures" + ] + } + } + }, + { + "query": "Which other studies have examined quasilocal horizons using conformal Killing vectors and have referenced findings from the paper \"Quasilocal rotating conformal Killing horizons\"?", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "Quasilocal rotating conformal Killing horizons", + "quasilocal horizons using conformal Killing vectors" + ] + } + } + }, + { + "query": "Find papers by co-authors of 'Angular Dependence of the Magnetoresistance of the SrTiO $_{3}$ /LaAlO $_{3}$ Interface' focusing on thermal stability of magnetization states at oxide interfaces.", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Angular Dependence of the Magnetoresistance of the SrTiO $_{3}$ /LaAlO $_{3}$ Interface", + "thermal stability of magnetization states at oxide interfaces" + ] + } + } + }, + { + "query": "Can I find any studies with a common author to \"Refractive index sensing using silicon-on-insulator waveguide based modal interferometer\", that focus on the same research field, and delve into the impacts of temperature on fiber optics sensing applications?", + "answer": { + "Metapath": "paper -> author -> paper <- field_of_study", + "Restriction": { + "paper": [ + "Refractive index sensing using silicon-on-insulator waveguide based modal interferometer", + "impacts of temperature on fiber optics sensing applications" + ], + "field_of_study": [ + "fiber optics sensing" + ] + } + } + }, + { + "query": "Does the Center of Advanced European Studies and Research have any publications on subwavelength fibre measurement in the field of Optoelectronics?", + "answer": { + "Metapath": "institution -> author -> paper <- field_of_study", + "Restriction": { + "institution": [ + "Center of Advanced European Studies and Research" + ], + "paper": [ + "subwavelength fibre measurement" + ], + "field_of_study": [ + "Optoelectronics" + ] + } + } + }, + { + "query": "Looking for articles in the same discipline as \"Superconductivity in transuranium elements and compounds\", with common co-authors, and covering the topic of neptunium's magnetic properties.", + "answer": { + "Metapath": "paper -> author -> paper <- field_of_study", + "Restriction": { + "paper": [ + "Superconductivity in transuranium elements and compounds", + "neptunium's magnetic properties" + ], + "field_of_study": [ + "superconductivity", + "transuranium elements", + "magnetic properties" + ] + } + } + }, + { + "query": "What other research papers discussing the evolution of globular clusters have been linked through citations with \"MOCCA code for star cluster simulations - V. Initial globular cluster conditions influence on blue stragglers\"?", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "MOCCA code for star cluster simulations - V. Initial globular cluster conditions influence on blue stragglers", + "evolution of globular clusters" + ] + } + } + }, + { + "query": "What are the molecular dynamics simulations of phase change materials papers that the study \"Molecular dynamics simulation of thermal physical properties of molten iron\" refers to?", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "Molecular dynamics simulation of thermal physical properties of molten iron", + "molecular dynamics simulations of phase change materials" + ] + } + } + }, + { + "query": "Find publications by coauthors of 'Abnormal behaviour of one-dimensional photonic crystal with defect' that also explore tunable photonic band gaps.", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Abnormal behaviour of one-dimensional photonic crystal with defect", + "tunable photonic band gaps" + ] + } + } + }, + { + "query": "Show me studies examining the impact of airflow swirl on the performance of centrifugal compressors.", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "airflow swirl", + "centrifugal compressors" + ], + "paper": [ + "impact of airflow swirl on the performance of centrifugal compressors" + ] + } + } + }, + { + "query": "Publications on air-cooled absorption cooling systems authored by the College of Engineering, Guindy researchers", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "College of Engineering, Guindy" + ], + "paper": [ + "air-cooled absorption cooling systems" + ] + } + } + }, + { + "query": "Find articles evaluating different solar radiation forecasting models that reference \"Forecasting solar radiation on an hourly time scale using a Coupled AutoRegressive and Dynamical System (CARDS) model\".", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "Forecasting solar radiation on an hourly time scale using a Coupled AutoRegressive and Dynamical System (CARDS) model", + "evaluating different solar radiation forecasting models" + ] + } + } + }, + { + "query": "Find papers related to compact medium frequency transformers that have either cited or been referenced by \"An amorphous alloy core medium frequency magnetic-link for medium voltage photovoltaic inverters\".", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "compact medium frequency transformers", + "An amorphous alloy core medium frequency magnetic-link for medium voltage photovoltaic inverters" + ] + } + } + }, + { + "query": "List of publications examining the connection between bubble film thickness and interface geometry within saddle-shaped structures.", + "answer": { + "Metapath": "paper", + "Restriction": { + "paper": [ + "connection between bubble film thickness and interface geometry within saddle-shaped structures" + ] + } + } + }, + { + "query": "Show me papers affiliated with the European Science Foundation focusing on novel simulation techniques.", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "European Science Foundation" + ], + "paper": [ + "novel simulation techniques" + ] + } + } + }, + { + "query": "Can you find papers from the coauthors of \"Symmetry breaking and vortex precession in low-swirling annular jets\" that also discuss new characteristics noticed before the vortex breakdown in swirling jets?", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Symmetry breaking and vortex precession in low-swirling annular jets", + "new characteristics noticed before the vortex breakdown in swirling jets" + ] + } + } + }, + { + "query": "Show me articles assessing radioisotope production in research reactors with a focus on residence time.", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "radioisotope production", + "research reactors", + "residence time" + ] + } + } + }, + { + "query": "Find publications by L. Maingault on the integration of waveguide micro-spectrometers with superconducting nanowire single-photon detector arrays.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "L. Maingault" + ], + "paper": [ + "integration of waveguide micro-spectrometers with superconducting nanowire single-photon detector arrays" + ] + } + } + }, + { + "query": "What other research articles have referenced or been referenced by \"Numerical investigation of lens based setup for depth-sensitive diffuse reflectance measurements in an epithelial cancer model\" to explore the accuracy of the semi-infinite tumor model?", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "Numerical investigation of lens based setup for depth-sensitive diffuse reflectance measurements in an epithelial cancer model", + "accuracy of the semi-infinite tumor model" + ] + } + } + }, + { + "query": "Can you find me 2010 publications on Stirling cycle exploring the application of refrigerants?", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "Stirling cycle", + "refrigerants" + ], + "paper": [ + "2010" + ] + } + } + }, + { + "query": "Show me the list of papers authored by F. Ferroni that focus on the examination of analytical tools for scintillating calorimeters.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "F. Ferroni" + ], + "paper": [ + "examination of analytical tools for scintillating calorimeters" + ] + } + } + }, + { + "query": "Show me publications by Sebastian Trojanowski related to long-lived particle model research.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "Sebastian Trojanowski" + ], + "paper": [ + "long-lived particle model research" + ] + } + } + }, + { + "query": "I'm looking for papers with a shared author to \"Investigating the Thermally Induced Acoustoelastic Effect in Isotropic Media with Lamb Waves\". They should be within the same research area and also delve into piezoelectric energy harvesting utilizing Lamb waves.", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Investigating the Thermally Induced Acoustoelastic Effect in Isotropic Media with Lamb Waves", + "piezoelectric energy harvesting utilizing Lamb waves" + ] + } + } + }, + { + "query": "Show me papers by Belinda Margaret Bates on the topic of basal entrainment experiments.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "Belinda Margaret Bates" + ], + "paper": [ + "basal entrainment experiments" + ] + } + } + }, + { + "query": "Show me publications on Arxiv dedicated to high-resolution techniques for long-range applications in the data domain.", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "high-resolution techniques", + "long-range applications", + "data domain" + ] + } + } + }, + { + "query": "Show me publications by Dan Lis related to the generation of high-power picosecond pulses.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "Dan Lis" + ], + "paper": [ + "generation of high-power picosecond pulses" + ] + } + } + }, + { + "query": "What are the papers that mention initial work in optical arbitrary waveform generation and have either cited or been cited by the paper titled \"Active phase correction of high resolution silicon photonic arrayed waveguide gratings\"?", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "initial work in optical arbitrary waveform generation", + "Active phase correction of high resolution silicon photonic arrayed waveguide gratings" + ] + } + } + }, + { + "query": "Are there any research papers by Wolfgang Ochs that delve into the study of soft particle production?", + "answer": { + "Metapath": "author -> paper <- field_of_study", + "Restriction": { + "author": [ + "Wolfgang Ochs" + ], + "paper": [ + "study of soft particle production" + ], + "field_of_study": [ + "soft particle production" + ] + } + } + }, + { + "query": "Papers on agricultural efficiency enhancements by authors affiliated with the Connecticut Agricultural Experiment Station.", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "Connecticut Agricultural Experiment Station" + ], + "paper": [ + "agricultural efficiency enhancements" + ] + } + } + }, + { + "query": "Show me 2016 papers discussing galaxy cluster strong lensing statistics, authored by those who also co-authored \"Accretion of satellites on to central galaxies in clusters: merger mass ratios and orbital parameters\".", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Accretion of satellites on to central galaxies in clusters: merger mass ratios and orbital parameters", + "2016", + "galaxy cluster strong lensing statistics" + ] + } + } + }, + { + "query": "Are there any theoretical physics papers discussing the f(R) gravity model, authored by individuals affiliated with Islamic Azad University Central Tehran Branch, and published in 2013?", + "answer": { + "Metapath": "institution -> author -> paper <- field_of_study", + "Restriction": { + "institution": [ + "Islamic Azad University Central Tehran Branch" + ], + "paper": [ + "f(R) gravity model", + "published in 2013" + ], + "field_of_study": [ + "theoretical physics" + ] + } + } + }, + { + "query": "Does the University of Eastern Piedmont have any research papers on Photon energy calibration procedures?", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "University of Eastern Piedmont" + ], + "paper": [ + "Photon energy calibration procedures" + ] + } + } + }, + { + "query": "Looking for papers related to or cited by 'Laminar natural convection of power-law fluids in a square enclosure submitted from below to a uniform heat flux density' and focusing on fluid flow simulations. Can you help?", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "Laminar natural convection of power-law fluids in a square enclosure submitted from below to a uniform heat flux density", + "fluid flow simulations" + ] + } + } + }, + { + "query": "Could you show me some papers that investigate the increase in thrust generation of flapping foils through the addition of in-line motion in the context of propulsive efficiency?", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "propulsive efficiency" + ], + "paper": [ + "increase in thrust generation of flapping foils through the addition of in-line motion" + ] + } + } + }, + { + "query": "Find papers citing \"Strong coupling at room temperature in ultracompact flexible metallic microcavities\" that also investigate adjustable polaritonics at ambient conditions.", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "Strong coupling at room temperature in ultracompact flexible metallic microcavities", + "adjustable polaritonics at ambient conditions" + ] + } + } + }, + { + "query": "Studies on resin bonding effectiveness post teeth whitening authored by Tokyo Dental College academics", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "Tokyo Dental College" + ], + "paper": [ + "resin bonding effectiveness post teeth whitening" + ] + } + } + }, + { + "query": "What research papers studying the resistive properties of ferroelectric tunnel junctions have been referred to in the study \"Sequential injection of domain walls into ferroelectrics at different bias voltages: Paving the way for \u201cdomain wall memristors\u201d\"?", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "resistive properties of ferroelectric tunnel junctions", + "Sequential injection of domain walls into ferroelectrics at different bias voltages: Paving the way for \u201cdomain wall memristors\u201d" + ] + } + } + }, + { + "query": "Are there any papers co-authored by someone from \"A statistical investigation of the mass discrepancy\u2013acceleration relation\", within the same discipline, which talk about the characteristics of galaxies observed in 2019?", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "A statistical investigation of the mass discrepancy\u2013acceleration relation", + "characteristics of galaxies observed in 2019" + ] + } + } + }, + { + "query": "What are the research papers talking about gain behavior in active waveguides that have been referenced in the study \"Compact design of photonic crystal ring resonator 2\u00d72 routers as building blocks for photonic networks on chip\"?", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "gain behavior in active waveguides", + "Compact design of photonic crystal ring resonator 2\u00d72 routers as building blocks for photonic networks on chip" + ] + } + } + }, + { + "query": "Could you show me some papers related to the Permutation group domain that offer quantitative analysis or counting results regarding ribbon graphs?", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "Permutation group", + "ribbon graphs" + ], + "paper": [ + "quantitative analysis", + "counting results" + ] + } + } + }, + { + "query": "Are there any research articles linked to Hastings Entertainment, focusing on the use of in-situ x-ray measurements to examine evaporation and deposition processes within the context of thin film growth?", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "Hastings Entertainment" + ], + "paper": [ + "use of in-situ x-ray measurements to examine evaporation and deposition processes within the context of thin film growth" + ] + } + } + }, + { + "query": "Show me publications by Thomas Jahn that discuss the use of astronomical instruments in non-astronomical fields.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "Thomas Jahn" + ], + "paper": [ + "use of astronomical instruments in non-astronomical fields" + ] + } + } + }, + { + "query": "What are some other research papers that suggest or examine modulation schemas for visible light communications, and have been referenced by the paper \"Visible light communications employing PPM and PWM formats for simultaneous data transmission and dimming\"? This paper puts forth a novel modulation method for such application.", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "Visible light communications employing PPM and PWM formats for simultaneous data transmission and dimming", + "modulation schemas for visible light communications" + ] + } + } + }, + { + "query": "Show me publications by N. Hase related to magnetoresistance characteristics.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "N. Hase" + ], + "paper": [ + "magnetoresistance characteristics" + ] + } + } + }, + { + "query": "Looking for papers in the same field as \"Non-compact Hopf maps and fuzzy ultra-hyperboloids\", that have at least one common author and mention fuzzy superspheres within their discussion.", + "answer": { + "Metapath": "paper -> field_of_study -> paper -> author -> paper", + "Restriction": { + "paper": [ + "Non-compact Hopf maps and fuzzy ultra-hyperboloids", + "fuzzy superspheres within their discussion" + ] + } + } + }, + { + "query": "What are the papers discussing the magnetic attributes of BiFeO3 nanoparticles that are referenced by the study \"Template-free synthesis of Nd0.1Bi0.9FeO3 nanotubes with large inner diameter and wasp-waisted hysteresis loop\"?", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "magnetic attributes of BiFeO3 nanoparticles", + "Template-free synthesis of Nd0.1Bi0.9FeO3 nanotubes with large inner diameter and wasp-waisted hysteresis loop" + ] + } + } + }, + { + "query": "What are the publications by co-authors of the paper \"Stress Dependent Magnetization and Vector Preisach Modeling in Low Carbon Steels\" that further explore the impact of applied stress on magnetization in different materials, expanding on the topics addressed in their paper?", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Stress Dependent Magnetization and Vector Preisach Modeling in Low Carbon Steels", + "impact of applied stress on magnetization in different materials, expanding on the topics addressed in their paper" + ] + } + } + }, + { + "query": "Does Collegio Carlo Alberto have any publications in the Physics discipline proposing efficient solutions for stochastic matching problems?", + "answer": { + "Metapath": "institution -> author -> paper <- field_of_study", + "Restriction": { + "institution": [ + "Collegio Carlo Alberto" + ], + "paper": [ + "proposing efficient solutions for stochastic matching problems" + ], + "field_of_study": [ + "Physics" + ] + } + } + }, + { + "query": "Publications by coauthors of \"Electrical and thermoelectric properties of single-wall carbon nanotube doped Bi2Te3\" exploring hot carrier dynamics and its characteristics.", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Electrical and thermoelectric properties of single-wall carbon nanotube doped Bi2Te3", + "exploring hot carrier dynamics and its characteristics" + ] + } + } + }, + { + "query": "I'm looking for papers that are co-authored by a contributor to \"Cubic Germanium monochalcogenides (\u03c0-GeS and \u03c0-GeSe): Emerging materials for optoelectronic and energy harvesting devices\", within the same research domain, with a focus on analyzing the structural, elastic, thermodynamic, electronic and optical qualities of magnesium hydride.", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Cubic Germanium monochalcogenides (\u03c0-GeS and \u03c0-GeSe): Emerging materials for optoelectronic and energy harvesting devices", + "analyzing the structural, elastic, thermodynamic, electronic and optical qualities of magnesium hydride" + ] + } + } + }, + { + "query": "Search for papers from Sao Paulo State University on the topic of exotic tetraquark production as part of Hadronization in heavy-ion collisions.", + "answer": { + "Metapath": "institution -> author -> paper <- field_of_study", + "Restriction": { + "institution": [ + "Sao Paulo State University" + ], + "paper": [ + "exotic tetraquark production as part of Hadronization in heavy-ion collisions" + ], + "field_of_study": [ + "Hadronization", + "heavy-ion collisions" + ] + } + } + }, + { + "query": "I'm looking for articles on the anticipated changes and developments in the International System of Units (SI) within the metrology domain.", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "metrology" + ], + "paper": [ + "anticipated changes and developments in the International System of Units (SI)" + ] + } + } + }, + { + "query": "Show me publications by the United States Naval Observatory on nearby white dwarfs.", + "answer": { + "Metapath": "institution -> author -> paper <- field_of_study", + "Restriction": { + "institution": [ + "United States Naval Observatory" + ], + "field_of_study": [ + "nearby white dwarfs" + ] + } + } + }, + { + "query": "Show me publications by Chao-Yao Yang about the impact of carriers on magnetism.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "Chao-Yao Yang" + ], + "paper": [ + "impact of carriers on magnetism" + ] + } + } + }, + { + "query": "Are there any publications on the SwissFEL instrument authored by Bill Pedrini?", + "answer": { + "Metapath": "paper -> author", + "Restriction": { + "paper": [ + "SwissFEL instrument" + ], + "author": [ + "Bill Pedrini" + ] + } + } + }, + { + "query": "Show me publications by authors affiliated with Universidad de las Am\u00e9ricas Puebla on the topic of resonant mode conversion in PT-symmetric optical waveguides.", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "Universidad de las Am\u00e9ricas Puebla" + ], + "paper": [ + "resonant mode conversion in PT-symmetric optical waveguides" + ] + } + } + }, + { + "query": "What are the papers referenced in \"Broadband Compact Horn Antennas by Using EPS-ENZ Metamaterial Lens\" that also delve into the topic of near-zero permittivity at optical frequencies?", + "answer": { + "Metapath": "paper -> paper <- field_of_study", + "Restriction": { + "paper": [ + "Broadband Compact Horn Antennas by Using EPS-ENZ Metamaterial Lens", + "near-zero permittivity at optical frequencies" + ], + "field_of_study": [ + "optical frequencies" + ] + } + } + }, + { + "query": "Could you show me some research papers on the thermoelectric properties of Tetrahedrite, focusing on the potential applications of this mineral in thermoelectrics due to its distinctive crystal structure?", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "thermoelectric properties", + "Tetrahedrite", + "thermoelectrics", + "crystal structure" + ], + "paper": [ + "potential applications of this mineral in thermoelectrics due to its distinctive crystal structure" + ] + } + } + }, + { + "query": "Does the North Carolina Museum of Natural Sciences have any publications discussing the role of stellar oxygen isotopes in Astronomy?", + "answer": { + "Metapath": "institution -> author -> paper <- field_of_study", + "Restriction": { + "institution": [ + "North Carolina Museum of Natural Sciences" + ], + "paper": [ + "role of stellar oxygen isotopes" + ], + "field_of_study": [ + "Astronomy" + ] + } + } + }, + { + "query": "Show me papers published by PerkinElmer researchers on the application of multispectral imaging in fluorescence-guided surgery.", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "PerkinElmer" + ], + "paper": [ + "application of multispectral imaging in fluorescence-guided surgery" + ] + } + } + }, + { + "query": "Show me publications by coauthors of 'Analysis of the operation of gradient echo memories using a quantum input\u2013output model' that also touch on the topic of single photon production via gradient echo memories.", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Analysis of the operation of gradient echo memories using a quantum input\u2013output model", + "single photon production via gradient echo memories" + ] + } + } + }, + { + "query": "Show me articles by M. Chertok on the subject of heavy quark decays.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "M. Chertok" + ], + "paper": [ + "heavy quark decays" + ] + } + } + }, + { + "query": "Find publications by Levent G\u00fctay on the impact of secondary phases on the properties of materials.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "Levent G\u00fctay" + ], + "paper": [ + "impact of secondary phases on the properties of materials" + ] + } + } + }, + { + "query": "Show me publications from coauthors of 'Atomic structure and phonons of a Pb ultrathin film on the Al(100) surface' that explore electron-phonon interactions and related topics.", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Atomic structure and phonons of a Pb ultrathin film on the Al(100) surface", + "explore electron-phonon interactions and related topics" + ] + } + } + }, + { + "query": "Show me publications by Tian-Ling Ren related to ferroelectric capacitors.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "Tian-Ling Ren" + ], + "paper": [ + "ferroelectric capacitors" + ] + } + } + }, + { + "query": "Which studies by Hess Corporation scholars examine silicon strain through X-ray diffraction methods?", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "Hess Corporation" + ], + "paper": [ + "silicon strain through X-ray diffraction methods" + ] + } + } + }, + { + "query": "Are there any research papers from Seattle University that investigate dwarf galaxy photometry using techniques from the realm of Photometry (optics)?", + "answer": { + "Metapath": "institution -> author -> paper <- field_of_study", + "Restriction": { + "institution": [ + "Seattle University" + ], + "paper": [ + "dwarf galaxy photometry" + ], + "field_of_study": [ + "Photometry (optics)" + ] + } + } + }, + { + "query": "Show me publications from the co-authors of \"Spall Fracture in Sapphire\" that delve into the impact of temperature on metal properties.", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Spall Fracture in Sapphire", + "impact of temperature on metal properties" + ] + } + } + }, + { + "query": "Are there any papers in the photonic crystal VCSELs field that report on single-mode performances and also share a co-author with \"Power dissipation in oxide-confined 980-nm vertical-cavity surface-emitting lasers\"?", + "answer": { + "Metapath": "field_of_study -> paper -> author -> paper", + "Restriction": { + "field_of_study": [ + "photonic crystal VCSELs" + ], + "paper": [ + "single-mode performances", + "Power dissipation in oxide-confined 980-nm vertical-cavity surface-emitting lasers" + ] + } + } + }, + { + "query": "Find publications by coauthors of \"Determination of the Sensitivity of the Antineutrino Probe for Reactor Core Monitoring\" discussing particle flow data from LHC collision experiments.", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Determination of the Sensitivity of the Antineutrino Probe for Reactor Core Monitoring", + "particle flow data from LHC collision experiments" + ] + } + } + }, + { + "query": "Which publications from Shiraz University of Medical Sciences investigate the use of a specific medical imaging device for patient diagnosis through x-rays?", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "Shiraz University of Medical Sciences" + ], + "paper": [ + "use of a specific medical imaging device for patient diagnosis through x-rays" + ] + } + } + }, + { + "query": "Publications by Fiat Automobiles authors on blockage correction techniques", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "Fiat Automobiles" + ], + "paper": [ + "blockage correction techniques" + ] + } + } + }, + { + "query": "Could you find any studies on the low-temperature growth of quantum dot arrays conducted by I. A. Boginskaya?", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "I. A. Boginskaya" + ], + "paper": [ + "low-temperature growth of quantum dot arrays" + ] + } + } + }, + { + "query": "I'm looking for papers with a shared author as 'A Drop of Active Matter', which specifically address the subject of defects in active nematics within the field of active matter research. I would like to delve further into this topic, following the related phenomena discussed in the coauthor's work.", + "answer": { + "Metapath": "paper -> author -> paper <- field_of_study", + "Restriction": { + "paper": [ + "A Drop of Active Matter", + "defects in active nematics" + ], + "field_of_study": [ + "active matter research" + ] + } + } + }, + { + "query": "Search for publications with a common coauthor of \"Shape dependence of spontaneous scalarization\" that are in the same domain, specifically investigating non-Gaussian fluctuations in Lifshitz scalar fields in cosmology.", + "answer": { + "Metapath": "paper -> author -> paper <- field_of_study", + "Restriction": { + "paper": [ + "Shape dependence of spontaneous scalarization", + "non-Gaussian fluctuations in Lifshitz scalar fields in cosmology" + ], + "field_of_study": [ + "cosmology", + "Lifshitz scalar fields", + "non-Gaussian fluctuations" + ] + } + } + }, + { + "query": "What are some other papers examining resistive switching characteristics that have referenced or been referenced by \"Resistive switching at the high quality metal/insulator interface in Fe3O4/SiO2/\u03b1-FeSi2/Si stacking structure\"?", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "Resistive switching at the high quality metal/insulator interface in Fe3O4/SiO2/\u03b1-FeSi2/Si stacking structure", + "resistive switching characteristics" + ] + } + } + }, + { + "query": "Are there any papers from Alfred Hospital researchers detailing the commissioning processes for brachytherapy planning systems?", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "Alfred Hospital" + ], + "paper": [ + "commissioning processes for brachytherapy planning systems" + ] + } + } + }, + { + "query": "Show me publications by O. Dorholt discussing the assessment of MRI compatible PET scanner designs.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "O. Dorholt" + ], + "paper": [ + "assessment of MRI compatible PET scanner designs" + ] + } + } + }, + { + "query": "Show publications by Yuta Mizukami examining the impact of disorder on phase diagrams.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "Yuta Mizukami" + ], + "paper": [ + "impact of disorder on phase diagrams" + ] + } + } + }, + { + "query": "Recent publications on strange attractors by authors affiliated with the National Centre for Scientific Research \u201cDemokritos\u201d", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "National Centre for Scientific Research \u201cDemokritos\u201d" + ], + "paper": [ + "strange attractors" + ] + } + } + }, + { + "query": "Find papers by M. V. Ivantsivsky on plasma heating methods.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "M. V. Ivantsivsky" + ], + "paper": [ + "plasma heating methods" + ] + } + } + }, + { + "query": "Can you find papers authored by the same researchers who contributed to 'Parametric instability and wave turbulence driven by tidal excitation of internal waves' published in Nature Physics in 2017?", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Parametric instability and wave turbulence driven by tidal excitation of internal waves", + "published in Nature Physics in 2017" + ] + } + } + }, + { + "query": "I'm looking for publications on tropical geometry with a focus on the quantization of algebraic curves.", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "tropical geometry" + ], + "paper": [ + "quantization of algebraic curves" + ] + } + } + }, + { + "query": "Show me publications by Roberto Gobbetti on the topic of brane scattering dynamics.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "Roberto Gobbetti" + ], + "paper": [ + "brane scattering dynamics" + ] + } + } + }, + { + "query": "What other studies on the development of nanocomposite magnets have referenced or have been referenced in the \"Elevated temperature magnetic properties and micromagnetic analysis in Nd\u2013Fe\u2013B based hard-magnetic nanocomposites\" paper, considering that this particular paper also investigates the creation of nanocomposite magnets?", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "Elevated temperature magnetic properties and micromagnetic analysis in Nd\u2013Fe\u2013B based hard-magnetic nanocomposites", + "development of nanocomposite magnets" + ] + } + } + }, + { + "query": "Can you find any publications by coauthors of \"Transmutation prospect of long-lived nuclear waste induced by high-charge electron beam from laser plasma accelerator\" that delve into nonlinear Compton scattering and its simulation or experimental investigation?", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Transmutation prospect of long-lived nuclear waste induced by high-charge electron beam from laser plasma accelerator", + "nonlinear Compton scattering and its simulation or experimental investigation" + ] + } + } + }, + { + "query": "Does Singulus Technologies have any publications discussing a HF-free etching method for semiconductor passivation?", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "Singulus Technologies" + ], + "paper": [ + "HF-free etching method for semiconductor passivation" + ] + } + } + }, + { + "query": "Show me articles written by Khaled A. Alnefaie on the subject of thermal efficiency in phase change material-based latent heat storage systems.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "Khaled A. Alnefaie" + ], + "paper": [ + "thermal efficiency in phase change material-based latent heat storage systems" + ] + } + } + }, + { + "query": "Are there any papers from 2015 that focus on synchrotron beamline optimization through genetic algorithms, have common authors with 'General method for automatic on-line beamline optimization based on genetic algorithm', and belong to the same study field as this paper?", + "answer": { + "Metapath": "paper -> author -> paper <- field_of_study", + "Restriction": { + "paper": [ + "General method for automatic on-line beamline optimization based on genetic algorithm", + "synchrotron beamline optimization through genetic algorithms", + "2015" + ], + "field_of_study": [ + "same study field as 'General method for automatic on-line beamline optimization based on genetic algorithm'" + ] + } + } + }, + { + "query": "Are there any other articles from the co-authors of \"Late-time near-infrared observations of SN 2005df\" that examine the color change in stripped-envelope supernovae using their own observations and analysis?", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Late-time near-infrared observations of SN 2005df", + "color change in stripped-envelope supernovae using their own observations and analysis" + ] + } + } + }, + { + "query": "Which publications cite the study \"Stable transmission of slow highly charged ions through tapered glass capillary with active discharging method for sub-micron sized beams\" and additionally provide a comparative analysis of nanostructure creation using slow highly charged ions versus swift heavy ions?", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "Stable transmission of slow highly charged ions through tapered glass capillary with active discharging method for sub-micron sized beams", + "comparative analysis of nanostructure creation using slow highly charged ions versus swift heavy ions" + ] + } + } + }, + { + "query": "I'm looking for publications co-authored by someone who also contributed to \"Quartz revisits nonlinear optics: twinned crystal for quasi-phase matching [Invited]\". The papers should also discuss the use of second-harmonic generation to achieve mode locking within the scope of nonlinear optics and quasi-phase matching.", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Quartz revisits nonlinear optics: twinned crystal for quasi-phase matching [Invited]", + "second-harmonic generation to achieve mode locking within the scope of nonlinear optics and quasi-phase matching" + ] + } + } + }, + { + "query": "Could you find me some papers on Quaternion that apply quaternion Exponent moments for secure color image watermarking?", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "Quaternion" + ], + "paper": [ + "apply quaternion Exponent moments for secure color image watermarking" + ] + } + } + }, + { + "query": "Look for papers in the field of nuclear fission mechanisms that have a co-author in common with the paper titled 'Second-order perturbative corrections to the restricted active space configuration interaction with the hole and particle approach.'", + "answer": { + "Metapath": "field_of_study -> paper -> author -> paper", + "Restriction": { + "field_of_study": [ + "nuclear fission mechanisms" + ], + "paper": [ + "Second-order perturbative corrections to the restricted active space configuration interaction with the hole and particle approach" + ] + } + } + }, + { + "query": "Could you show me some Deep Sea research papers that explore the relationship between heat flow and different underwater occurrences?", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "Deep Sea", + "heat flow", + "underwater occurrences" + ] + } + } + }, + { + "query": "Are there any papers co-authored by a contributor of \"An Efficient Method for Antenna Design Optimization Based on Evolutionary Computation and Machine Learning Techniques\", in the same field, discussing a simple, intuitive approach to antenna design optimization?", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "An Efficient Method for Antenna Design Optimization Based on Evolutionary Computation and Machine Learning Techniques", + "simple, intuitive approach to antenna design optimization" + ] + } + } + }, + { + "query": "Does Arxiv have any electronic engineering papers from Amasya University exploring interface states?", + "answer": { + "Metapath": "institution -> author -> paper <- field_of_study", + "Restriction": { + "institution": [ + "Amasya University" + ], + "paper": [ + "interface states" + ], + "field_of_study": [ + "electronic engineering" + ] + } + } + }, + { + "query": "Could you please locate papers in the field of shock response modeling that share a coauthor with \"A non-empirical gas slippage model for low to moderate Knudsen numbers\", and focus on the discussion of shock response modeling?", + "answer": { + "Metapath": "field_of_study -> paper -> author -> paper", + "Restriction": { + "field_of_study": [ + "shock response modeling" + ], + "paper": [ + "A non-empirical gas slippage model for low to moderate Knudsen numbers", + "shock response modeling" + ] + } + } + }, + { + "query": "Does Arxiv have any research papers from ORT Braude College of Engineering on the analysis of advanced photonic devices via coupled mode theory?", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "ORT Braude College of Engineering" + ], + "paper": [ + "analysis of advanced photonic devices via coupled mode theory" + ] + } + } + }, + { + "query": "Please find articles on Password-focused research examining straightforward methods for oblivious transfer and identification within the context of the noisy quantum storage model.", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "Password-focused research", + "noisy quantum storage model" + ], + "paper": [ + "straightforward methods for oblivious transfer and identification" + ] + } + } + }, + { + "query": "What are the papers that explore various operating strategies and are referenced in the study \"Modelling and simulation of parabolic trough plants based on real operating data\"?", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "Modelling and simulation of parabolic trough plants based on real operating data", + "various operating strategies" + ] + } + } + }, + { + "query": "Can you help me find papers that have a common author with \"Sound source localization identification accuracy: Level and duration dependencies,\" dealing with the same research area? Ideally, these papers should focus on studies about locating either a single or two concurrent sound sources.", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Sound source localization identification accuracy: Level and duration dependencies", + "locating either a single or two concurrent sound sources" + ] + } + } + }, + { + "query": "Are there any research papers from Wuhan University that investigate the function of electrons in the intensification of chorus in the discipline of Anisotropy?", + "answer": { + "Metapath": "institution -> author -> paper <- field_of_study", + "Restriction": { + "institution": [ + "Wuhan University" + ], + "paper": [ + "function of electrons in the intensification of chorus" + ], + "field_of_study": [ + "Anisotropy" + ] + } + } + }, + { + "query": "Show me publications by Houwen Wu on the emergence of non-commutative properties from commutative systems.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "Houwen Wu" + ], + "paper": [ + "emergence of non-commutative properties from commutative systems" + ] + } + } + }, + { + "query": "Show me publications by Hongqing Zhang introducing novel approaches to nonlinear equation resolution.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "Hongqing Zhang" + ], + "paper": [ + "introducing novel approaches to nonlinear equation resolution" + ] + } + } + }, + { + "query": "Are there any research papers from the University of Arts, Sciences and Technology in Lebanon on optical communication techniques and subcarrier, published in 2014?", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "University of Arts, Sciences and Technology in Lebanon" + ], + "paper": [ + "optical communication techniques and subcarrier", + "published in 2014" + ] + } + } + }, + { + "query": "Arxiv articles on pressure drop authored by Teesside University researchers", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "Teesside University" + ], + "paper": [ + "pressure drop" + ] + } + } + }, + { + "query": "Are there any papers from Furtwangen University researchers that explore new membrane mirror designs?", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "Furtwangen University" + ], + "paper": [ + "new membrane mirror designs" + ] + } + } + }, + { + "query": "Show me publications by Li Wang related to transport phenomena.", + "answer": { + "Metapath": "author -> paper <- field_of_study", + "Restriction": { + "author": [ + "Li Wang" + ], + "field_of_study": [ + "transport phenomena" + ] + } + } + }, + { + "query": "What are the papers mentioned in \"Femtosecond laser-induced nanostructure formation in Sb2Te3\" that explore the formation of LIPSS using femtosecond laser pulses?", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "Femtosecond laser-induced nanostructure formation in Sb2Te3", + "formation of LIPSS using femtosecond laser pulses" + ] + } + } + }, + { + "query": "Looking for publications linked to Huaqiao University on the topic of perovskite solar cells within the realm of Nanosheet studies.", + "answer": { + "Metapath": "institution -> author -> paper <- field_of_study", + "Restriction": { + "institution": [ + "Huaqiao University" + ], + "paper": [ + "perovskite solar cells" + ], + "field_of_study": [ + "Nanosheet studies" + ] + } + } + }, + { + "query": "Show me papers by Seungbeom Chin on the topic of identical particle entanglement.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "Seungbeom Chin" + ], + "paper": [ + "identical particle entanglement" + ] + } + } + }, + { + "query": "Could you please find the papers that discuss the fabrication of micro-optical elements using femtosecond laser and that have cited the paper titled \"Three-dimensional direct laser written achromatic axicons and multi-component microlenses\", considering it delves into the use of direct laser writing method for crafting intricate micro-optical components using femtosecond laser pulses?", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "fabrication of micro-optical elements using femtosecond laser", + "Three-dimensional direct laser written achromatic axicons and multi-component microlenses", + "direct laser writing method for crafting intricate micro-optical components using femtosecond laser pulses" + ] + } + } + }, + { + "query": "Could you find me some research papers on the subject of Continuous Cooling Transformation that feature CCT diagrams specifically for steel welding?", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "Continuous Cooling Transformation", + "CCT diagrams", + "steel welding" + ] + } + } + }, + { + "query": "Publications by University of Science and Technology Liaoning authors on FeO cluster magnetic structures", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "University of Science and Technology Liaoning" + ], + "paper": [ + "FeO cluster magnetic structures" + ] + } + } + }, + { + "query": "What are the papers discussing plasmon excitations within spherical electron gases that were referenced by the study 'Coulomb Excitations for a Short Linear Chain of Metallic Shells'?", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "Coulomb Excitations for a Short Linear Chain of Metallic Shells", + "plasmon excitations within spherical electron gases" + ] + } + } + }, + { + "query": "Can you find papers by authors who have contributed to \"Nanobiotechnology approaches for engineering smart plant sensors\" that also explore the development of smart plant sensors using nanotechnology?", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Nanobiotechnology approaches for engineering smart plant sensors", + "development of smart plant sensors using nanotechnology" + ] + } + } + }, + { + "query": "Can you find publications from the coauthors of \"Emission Characteristics of Passively Fed Electrospray Microthrusters with Propellant Reservoirs\" that also study the emission uniformity from arrays of ionic liquid emitters?", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Emission Characteristics of Passively Fed Electrospray Microthrusters with Propellant Reservoirs", + "emission uniformity from arrays of ionic liquid emitters" + ] + } + } + }, + { + "query": "Looking for papers that were referenced by \"The prevalence of type III disc breaks in H I-rich and low-spin galaxies\" and also contain discussions on types of stellar profiles.", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "The prevalence of type III disc breaks in H I-rich and low-spin galaxies", + "types of stellar profiles" + ] + } + } + }, + { + "query": "Are there any publications affiliated with K L University focusing on ionosphere observations during 2011-2012, specifically related to the topic of Solstice?", + "answer": { + "Metapath": "institution -> author -> paper <- field_of_study", + "Restriction": { + "institution": [ + "K L University" + ], + "paper": [ + "ionosphere observations during 2011-2012", + "Solstice" + ], + "field_of_study": [ + "ionosphere", + "Solstice" + ] + } + } + }, + { + "query": "Show me research articles related to Long-term potentiation that demonstrate complex synaptic plasticity via their experiments and results.", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "Long-term potentiation" + ], + "paper": [ + "complex synaptic plasticity via their experiments and results" + ] + } + } + }, + { + "query": "Could you find papers discussing the potential influence of Martian wind chill on future colonization attempts or robotic missions, specifically within the wider study of wind chill effects?", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "wind chill effects" + ], + "paper": [ + "potential influence of Martian wind chill on future colonization attempts or robotic missions" + ] + } + } + }, + { + "query": "List publications on phase inversion studying ionic conductivity variation due to aging with various lithium salts in polymer membranes.", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "phase inversion", + "ionic conductivity", + "lithium salts", + "polymer membranes" + ], + "paper": [ + "ionic conductivity variation due to aging with various lithium salts in polymer membranes" + ] + } + } + }, + { + "query": "What are the papers about quantum simulation involving light that were referenced in the study \"Two coupled nonlinear cavities in a driven-dissipative environment\"?", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "quantum simulation involving light", + "Two coupled nonlinear cavities in a driven-dissipative environment" + ] + } + } + }, + { + "query": "Which publications on magnetic reconnection have been referenced in \"The Role of Magnetic Helicity in Structuring the Solar Corona\"?", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "magnetic reconnection", + "The Role of Magnetic Helicity in Structuring the Solar Corona" + ] + } + } + }, + { + "query": "Does any research from UAM Azcapotzalco involve a combined theoretical and experimental analysis of commensurability oscillations in superlattices?", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "UAM Azcapotzalco" + ], + "paper": [ + "combined theoretical and experimental analysis of commensurability oscillations in superlattices" + ] + } + } + }, + { + "query": "I'm looking for research articles related to Autopilot systems, specifically those investigating the practicality of employing miniature UAVs for atmospheric observation tasks.", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "Autopilot systems", + "atmospheric observation" + ], + "paper": [ + "practicality of employing miniature UAVs for atmospheric observation tasks" + ] + } + } + }, + { + "query": "Could you find papers written by Adam F. G. Leontowich that include initial findings from a free electron laser facility?", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "Adam F. G. Leontowich" + ], + "paper": [ + "initial findings from a free electron laser facility" + ] + } + } + }, + { + "query": "Which publications from the Australian Institute of Sport focus on the study of wind flows around cyclists?", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "Australian Institute of Sport" + ], + "paper": [ + "study of wind flows around cyclists" + ] + } + } + }, + { + "query": "Could you show me some papers within the kidney research domain that explore the use of MDCK cells as a kidney study model?", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "kidney research" + ], + "paper": [ + "use of MDCK cells as a kidney study model" + ] + } + } + }, + { + "query": "What are the 2014 papers on the stability of a modified gravity model that were referenced in the study \"Metric for a rotating object in an infrared corrected nonlocal gravity model\"?", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "stability of a modified gravity model", + "Metric for a rotating object in an infrared corrected nonlocal gravity model", + "2014" + ] + } + } + }, + { + "query": "2017 publications by State University of New York at New Paltz researchers on EUV absorption in metal-containing resists", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "State University of New York at New Paltz" + ], + "paper": [ + "2017", + "EUV absorption in metal-containing resists" + ] + } + } + }, + { + "query": "Are there any articles co-authored by authors of \"Propagation properties of apertured laser beams with amplitude modulations and phase fluctuations through atmospheric turbulence\" that study laser propagation in seawater, within the field of electromagnetic wave propagation in varying optical media?", + "answer": { + "Metapath": "paper -> author -> paper <- field_of_study", + "Restriction": { + "paper": [ + "Propagation properties of apertured laser beams with amplitude modulations and phase fluctuations through atmospheric turbulence", + "laser propagation in seawater" + ], + "field_of_study": [ + "electromagnetic wave propagation in varying optical media" + ] + } + } + }, + { + "query": "Can you find the papers that either cite or are cited by the paper \"Infrared spectra and optical constants of astronomical ices: II. Ethane and ethylene\", specifically those discussing icy grain mantles?", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "Infrared spectra and optical constants of astronomical ices: II. Ethane and ethylene", + "icy grain mantles" + ] + } + } + }, + { + "query": "Looking for papers related to X-ray observations of galaxy clusters, specifically those discussing Hitomi observations of the Perseus cluster. The papers should also include authors from the \"An X-ray view of central engines of low luminosity quasars (LLQSO) in the local Universe\" publication.", + "answer": { + "Metapath": "field_of_study -> paper -> author -> paper", + "Restriction": { + "field_of_study": [ + "X-ray observations of galaxy clusters" + ], + "paper": [ + "Hitomi observations of the Perseus cluster", + "An X-ray view of central engines of low luminosity quasars (LLQSO) in the local Universe" + ] + } + } + }, + { + "query": "Searching for articles on adaptive step size methods to decrease computational errors in the simulation of electric machine dynamics, with emphasis on techniques that adjust step size in simulation processes for enhanced accuracy in electric machinery dynamic modeling.", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "adaptive step size methods", + "electric machine dynamics", + "simulation processes", + "electric machinery dynamic modeling" + ], + "paper": [ + "decrease computational errors", + "enhanced accuracy" + ] + } + } + }, + { + "query": "Show me publications by J. Thomas Nolan on methods for analyzing the atmosphere", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "J. Thomas Nolan" + ], + "paper": [ + "methods for analyzing the atmosphere" + ] + } + } + }, + { + "query": "Could you find papers authored by the co-authors of \"Testing stellar population fitting ingredients with Globular Clusters I: Stellar libraries\", that delve into the use of spectroscopy observations within the 0.85 to 2.5 microns wavelength range for an enhanced understanding of stellar populations?", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Testing stellar population fitting ingredients with Globular Clusters I: Stellar libraries", + "use of spectroscopy observations within the 0.85 to 2.5 microns wavelength range for an enhanced understanding of stellar populations" + ] + } + } + }, + { + "query": "Does Arxiv have any papers on Spin valve and tunable exchange bias systems coming from the School of Pedagogical and Technological Education?", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "School of Pedagogical and Technological Education" + ], + "paper": [ + "Spin valve and tunable exchange bias systems" + ] + } + } + }, + { + "query": "I'm looking for research articles on electric-field screening with a focus on analyzing gain, noise, and bandwidth.", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "electric-field screening" + ], + "paper": [ + "analyzing gain, noise, and bandwidth" + ] + } + } + }, + { + "query": "Publications by coauthors of the paper \"Numerical investigation of air entrapment in a molten droplet impacting and solidifying on a cold smooth substrate by 3D lattice Boltzmann method\" that also address the topic of liquid thin film evaporation.", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Numerical investigation of air entrapment in a molten droplet impacting and solidifying on a cold smooth substrate by 3D lattice Boltzmann method", + "liquid thin film evaporation" + ] + } + } + }, + { + "query": "Are there any papers by The Welding Institute's researchers that focus on the study of elastic wave scattering techniques?", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "The Welding Institute" + ], + "paper": [ + "study of elastic wave scattering techniques" + ] + } + } + }, + { + "query": "Are there any articles written by Yoko Ogawa that examine the pion-exchange interaction within the scope of nuclear physics?", + "answer": { + "Metapath": "author -> paper <- field_of_study", + "Restriction": { + "author": [ + "Yoko Ogawa" + ], + "paper": [ + "pion-exchange interaction" + ], + "field_of_study": [ + "nuclear physics" + ] + } + } + }, + { + "query": "Can you find papers on plasma analysis techniques that have either cited or been quoted in \"A Simple Analytical Method of Gas Discharge Based on Logistic Model\"?", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "plasma analysis techniques", + "A Simple Analytical Method of Gas Discharge Based on Logistic Model" + ] + } + } + }, + { + "query": "Are there any papers from Emory and Henry College authors discussing ultraviolet observations of active galaxies?", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "Emory and Henry College" + ], + "paper": [ + "ultraviolet observations of active galaxies" + ] + } + } + }, + { + "query": "Are there any publications from Jahrom University related to the study of entropy variations in 2D materials through the application of the variational method?", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "Jahrom University" + ], + "paper": [ + "entropy variations in 2D materials through the application of the variational method" + ] + } + } + }, + { + "query": "What other scholarly articles investigating the periodic magnetospheric structure of Saturn were referred to in the study \"Spatial and temporal dependence of the convective electric field in Saturn's inner magnetosphere\"?", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "periodic magnetospheric structure of Saturn", + "Spatial and temporal dependence of the convective electric field in Saturn's inner magnetosphere" + ] + } + } + }, + { + "query": "Could you find research articles focused on analyzing interaction effects during anesthesia, specifically related to Sevoflurane?", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "anesthesia", + "Sevoflurane" + ], + "paper": [ + "analyzing interaction effects during anesthesia" + ] + } + } + }, + { + "query": "Show me publications by the co-authors of 'Tunable ground state in heterostructured artificial spin ice with exchange bias' that also discuss cobalt nanoparticles in organic solvents or similar subjects.", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Tunable ground state in heterostructured artificial spin ice with exchange bias", + "cobalt nanoparticles in organic solvents or similar subjects" + ] + } + } + }, + { + "query": "Show me publications by T. Malkiewicz that investigate the measurement of particle densities.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "T. Malkiewicz" + ], + "paper": [ + "measurement of particle densities" + ] + } + } + }, + { + "query": "Search for publications by Katsuhiro Kinoshita related to thermal conductivity and heat transfer characteristics.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "Katsuhiro Kinoshita" + ], + "paper": [ + "thermal conductivity and heat transfer characteristics" + ] + } + } + }, + { + "query": "Show me articles investigating sonophoresis for drug delivery applications in the context of sonophoresis studies.", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "sonophoresis", + "drug delivery applications" + ], + "paper": [ + "investigating sonophoresis for drug delivery applications in the context of sonophoresis studies" + ] + } + } + }, + { + "query": "What papers are cited in \"Rogue waves and lump solutions for a (3+1)-dimensional generalized B-type Kadomtsev\u2013Petviashvili equation in fluid mechanics\" that also explore the topic of soliton solutions?", + "answer": { + "Metapath": "paper -> paper <- field_of_study", + "Restriction": { + "paper": [ + "Rogue waves and lump solutions for a (3+1)-dimensional generalized B-type Kadomtsev\u2013Petviashvili equation in fluid mechanics", + "soliton solutions" + ], + "field_of_study": [ + "soliton solutions" + ] + } + } + }, + { + "query": "Can you find me papers that are referenced by \"Elastic excitations in BaTiO_{3} single crystals and ceramics: Mobile domain boundaries and polar nanoregions observed by resonant ultrasonic spectroscopy\" and also delve into the domain wall switching mechanisms in ferroelectric thin films as articulated in the initial publication?", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "Elastic excitations in BaTiO_{3} single crystals and ceramics: Mobile domain boundaries and polar nanoregions observed by resonant ultrasonic spectroscopy", + "domain wall switching mechanisms in ferroelectric thin films" + ] + } + } + }, + { + "query": "Could you find papers from the year 2012 that propose new techniques for estimating thermal properties, and which were also referenced in the study, \"A new approach for estimation of total heat exchange factor in reheating furnace by solving an inverse heat conduction problem\"?", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "A new approach for estimation of total heat exchange factor in reheating furnace by solving an inverse heat conduction problem", + "propose new techniques for estimating thermal properties", + "2012" + ] + } + } + }, + { + "query": "Show me publications from co-authors of 'On the importance of progenitor asymmetry to shock revival in core-collapse supernovae', with a focus on fast-pairwise neutrino conversions in core-collapse supernovae.", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "On the importance of progenitor asymmetry to shock revival in core-collapse supernovae", + "fast-pairwise neutrino conversions in core-collapse supernovae" + ] + } + } + }, + { + "query": "I'm looking for papers that have a common author with \"Beyond the MSSM Higgs bosons at the Tevatron and the LHC\", are focused on Higgs pair production, and share the same area of study as \"Beyond the MSSM Higgs bosons at the Tevatron and the LHC\".", + "answer": { + "Metapath": "paper -> author -> paper <- field_of_study", + "Restriction": { + "paper": [ + "Beyond the MSSM Higgs bosons at the Tevatron and the LHC", + "Higgs pair production" + ], + "field_of_study": [ + "Beyond the MSSM Higgs bosons at the Tevatron and the LHC" + ] + } + } + }, + { + "query": "Show me publications by Natthakridta Chanthima on luminescence characteristics.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "Natthakridta Chanthima" + ], + "paper": [ + "luminescence characteristics" + ] + } + } + }, + { + "query": "Are there any research papers from the Weizmann Institute of Science exploring correlations in pPb collisions within the realm of Parton physics?", + "answer": { + "Metapath": "institution -> author -> paper <- field_of_study", + "Restriction": { + "institution": [ + "Weizmann Institute of Science" + ], + "paper": [ + "correlations in pPb collisions" + ], + "field_of_study": [ + "Parton physics" + ] + } + } + }, + { + "query": "Show me articles related to co-moving distance measurements with discussions on 21cm hydrogen line absorption.", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "co-moving distance measurements", + "21cm hydrogen line absorption" + ] + } + } + }, + { + "query": "Show me publications examining K\u00e4hler geometry and symmetries from authors who also contributed to the paper titled 'Fermionic screenings and line bundle twisted chiral de Rham complex on CY manifolds'.", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Fermionic screenings and line bundle twisted chiral de Rham complex on CY manifolds", + "K\u00e4hler geometry and symmetries" + ] + } + } + }, + { + "query": "Could you show me some research papers that explore the tunneling behavior in the Helium dimer, a type of diatomic molecule?", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "tunneling behavior", + "Helium dimer", + "diatomic molecule" + ] + } + } + }, + { + "query": "Are there any papers discussing compact imaging systems around 2010 authored by the coauthors of 'Computational phase modulation in light field imaging'?", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Computational phase modulation in light field imaging", + "compact imaging systems around 2010" + ] + } + } + }, + { + "query": "Can you find papers similar to \"Significant enhancements of dielectric and magnetic properties in Bi(Fe1\u2212xMgx)O3\u2212x/2 induced by oxygen vacancies\" that also investigate the impact of doping transition metals on improving dielectric and magnetic properties?", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "Significant enhancements of dielectric and magnetic properties in Bi(Fe1\u2212xMgx)O3\u2212x/2 induced by oxygen vacancies", + "impact of doping transition metals on improving dielectric and magnetic properties" + ] + } + } + }, + { + "query": "Could you find articles from the authors of \"Optical security devices using nonuniform schlieren texture of UV-curable nematic liquid crystal\", that also delve into studying the chaotic dynamics in VCSEL lasers?", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Optical security devices using nonuniform schlieren texture of UV-curable nematic liquid crystal", + "studying the chaotic dynamics in VCSEL lasers" + ] + } + } + }, + { + "query": "Search for 2017 publications related to enhancing ALMA data for meteorological applications by authors from the National Radio Astronomy Observatory.", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "National Radio Astronomy Observatory" + ], + "paper": [ + "2017", + "enhancing ALMA data for meteorological applications" + ] + } + } + }, + { + "query": "Find publications by co-authors of \"Magnetic field induced changes in linear and nonlinear optical properties of Ti incorporated Cr 2 O 3 nanostructured thin film\" that explore the thickness-related characteristics of these nanostructured thin films.", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Magnetic field induced changes in linear and nonlinear optical properties of Ti incorporated Cr 2 O 3 nanostructured thin film", + "thickness-related characteristics of these nanostructured thin films" + ] + } + } + }, + { + "query": "Are there publications by Jennifer A. Taylor on generating microwaves with ultra-low phase noise through optical frequency division?", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "Jennifer A. Taylor" + ], + "paper": [ + "generating microwaves with ultra-low phase noise through optical frequency division" + ] + } + } + }, + { + "query": "Can you find papers that delve into the photosensitivity of chalcogenide glasses with a focus on telecom wavelengths, specifically those referenced in the paper titled \"Photo-induced trimming of coupled ring-resonator filters and delay lines in As2S3 chalcogenide glass\", seeing as this paper investigates these photosensitive properties across these particular wavelengths?", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "Photo-induced trimming of coupled ring-resonator filters and delay lines in As2S3 chalcogenide glass", + "photosensitivity of chalcogenide glasses with a focus on telecom wavelengths" + ] + } + } + }, + { + "query": "Show me research articles focused on the design of roughing pump systems within the roughing pump domain.", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "roughing pump" + ], + "paper": [ + "design of roughing pump systems" + ] + } + } + }, + { + "query": "Show me publications by authors of \"Mu-Tau Production at Hadron Colliders\" that also explore light Higgs states in the NMSSM model.", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Mu-Tau Production at Hadron Colliders", + "light Higgs states in the NMSSM model" + ] + } + } + }, + { + "query": "Show me research studies on temperature tunable dye lasers by scholars from Shenyang Ligong University.", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "Shenyang Ligong University" + ], + "paper": [ + "temperature tunable dye lasers" + ] + } + } + }, + { + "query": "Are there any papers by Coastal Carolina University researchers on the topic of knifefish swimming propulsion?", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "Coastal Carolina University" + ], + "paper": [ + "knifefish swimming propulsion" + ] + } + } + }, + { + "query": "Show me more publications from the co-authors of \"Doping enhanced ferromagnetism and induced half-metallicity in CrI3 monolayer\" that also delve into the topic of two-dimensional magnetism.", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Doping enhanced ferromagnetism and induced half-metallicity in CrI3 monolayer", + "two-dimensional magnetism" + ] + } + } + }, + { + "query": "Publications by Institute of Engineering and Technology, DAVV authors on the diffusion in iron nitride films", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "Institute of Engineering and Technology, DAVV" + ], + "paper": [ + "diffusion in iron nitride films" + ] + } + } + }, + { + "query": "Are there any publications from IHS Inc. researchers on the topic of two-phase flow phenomena within oil refinery operations?", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "IHS Inc." + ], + "paper": [ + "two-phase flow phenomena within oil refinery operations" + ] + } + } + }, + { + "query": "Show me papers by Thomas Neff related to the study of proton radii in radioactive isotopes.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "Thomas Neff" + ], + "paper": [ + "study of proton radii in radioactive isotopes" + ] + } + } + }, + { + "query": "Could you help locate papers authored by the same individual(s) as \"Magnetic fluid infiltrated dual core photonic crystal fiber based highly sensitive magnetic field sensor\", which introduce a unique refractive index sensor and are within the same area of research with respect to magnetic field sensing using photonic crystal fibers?", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Magnetic fluid infiltrated dual core photonic crystal fiber based highly sensitive magnetic field sensor", + "unique refractive index sensor", + "magnetic field sensing using photonic crystal fibers" + ] + } + } + }, + { + "query": "Are there any intriguing studies from the University of Pinar del R\u00edo researchers that explore unique relationships between various aspects?", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "University of Pinar del R\u00edo" + ], + "paper": [ + "unique relationships between various aspects" + ] + } + } + }, + { + "query": "Are there any publications from authors who collaborated on \"Scintillation Properties of Cs $_{3}$ LaCl $_{6}$ :Ce $^{3+}$ and Cs $_{3}$ LaBr $_{6}$ :Ce $^{3+}$\", focusing on the enhancement of scintillation in cesium halide crystals, approximately from the year 2011?", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Scintillation Properties of Cs $_{3}$ LaCl $_{6}$ :Ce $^{3+}$ and Cs $_{3}$ LaBr $_{6}$ :Ce $^{3+}$", + "enhancement of scintillation in cesium halide crystals", + "approximately from the year 2011" + ] + } + } + }, + { + "query": "Which publications from Penn State Erie, The Behrend College authors investigate the stability of thin films on nanostructured surfaces?", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "Penn State Erie, The Behrend College" + ], + "paper": [ + "stability of thin films on nanostructured surfaces" + ] + } + } + }, + { + "query": "Could you show me 2013 papers related to Centrifuge studies, specifically discussing boiling?", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "Centrifuge studies", + "boiling" + ], + "paper": [ + "2013" + ] + } + } + }, + { + "query": "2018 publications on secret grants authored by researchers at London Metropolitan University", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "London Metropolitan University" + ], + "paper": [ + "2018", + "secret grants" + ] + } + } + }, + { + "query": "Can you show me the papers that \"Topological nature of spinons and holons: elementary excitations from matrix product states with conserved symmetries\" cites and that are also contributing to the modern understanding of DMRG as presented in the same paper?", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "Topological nature of spinons and holons: elementary excitations from matrix product states with conserved symmetries", + "contributing to the modern understanding of DMRG" + ] + } + } + }, + { + "query": "Has Veselina Kalinova authored any studies on the occurrence of bar-like kinematic flows in galactic rotations, examining their presence and characteristics as influential factors in the evolution of galaxies?", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "Veselina Kalinova" + ], + "paper": [ + "occurrence of bar-like kinematic flows in galactic rotations, examining their presence and characteristics as influential factors in the evolution of galaxies" + ] + } + } + }, + { + "query": "Show me publications by Junhao Hu on the subject of plasma operations.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "Junhao Hu" + ], + "paper": [ + "plasma operations" + ] + } + } + }, + { + "query": "Find publications by Yunhong Wang on the topic of adjustable laser technology.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "Yunhong Wang" + ], + "paper": [ + "adjustable laser technology" + ] + } + } + }, + { + "query": "Search for publications by Lianghao Han on biomechanically-based breast image registration.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "Lianghao Han" + ], + "paper": [ + "biomechanically-based breast image registration" + ] + } + } + }, + { + "query": "Papers on resonances in coupled microspheres by the University of North Alabama authors", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "University of North Alabama" + ], + "paper": [ + "resonances in coupled microspheres" + ] + } + } + }, + { + "query": "Does the University of Bedfordshire have any Optics research papers on enhancing the capacity of multimode fiber?", + "answer": { + "Metapath": "institution -> author -> paper <- field_of_study", + "Restriction": { + "institution": [ + "University of Bedfordshire" + ], + "paper": [ + "enhancing the capacity of multimode fiber" + ], + "field_of_study": [ + "Optics" + ] + } + } + }, + { + "query": "Does the University of Auvergne have any published papers in Physics that analyze polariton condensation in GaN and ZnO microcavities?", + "answer": { + "Metapath": "institution -> author -> paper <- field_of_study", + "Restriction": { + "institution": [ + "University of Auvergne" + ], + "paper": [ + "analyze polariton condensation in GaN and ZnO microcavities" + ], + "field_of_study": [ + "Physics" + ] + } + } + }, + { + "query": "Find publications on nanofluid heat transfer that reference or are referenced by \"Designing an artificial neural network to predict dynamic viscosity of aqueous nanofluid of TiO2 using experimental data\".", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "nanofluid heat transfer", + "Designing an artificial neural network to predict dynamic viscosity of aqueous nanofluid of TiO2 using experimental data" + ] + } + } + }, + { + "query": "What other research on charge packet dynamics in polyethylene are cited in the study \"Effect of gaseous void on bipolar charge transport in layered polymer film\"?", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "charge packet dynamics in polyethylene", + "Effect of gaseous void on bipolar charge transport in layered polymer film" + ] + } + } + }, + { + "query": "Which articles on Arxiv, authored by researchers from the Institute for the Protection and Security of the Citizen, discuss the subject of prompt neutron anisotropy?", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "Institute for the Protection and Security of the Citizen" + ], + "paper": [ + "prompt neutron anisotropy" + ] + } + } + }, + { + "query": "Show me papers from the Civil Aerospace Medical Institute that discuss software for calculating aircraft radiation in 2017.", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "Civil Aerospace Medical Institute" + ], + "paper": [ + "software for calculating aircraft radiation in 2017" + ] + } + } + }, + { + "query": "Are there any research papers connected to the United Nations, focusing on Anemometers, that assess WRF PBL methods based on urban measurements?", + "answer": { + "Metapath": "institution -> author -> paper <- field_of_study", + "Restriction": { + "institution": [ + "United Nations" + ], + "paper": [ + "assess WRF PBL methods based on urban measurements" + ], + "field_of_study": [ + "Anemometers" + ] + } + } + }, + { + "query": "Publications on spatial unmasking effects from Portland VA Medical Center authors for diverse listener populations", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "Portland VA Medical Center" + ], + "paper": [ + "spatial unmasking effects for diverse listener populations" + ] + } + } + }, + { + "query": "Can you look for research documents that have a common author with \"Solar-induced 27-day variations of polar mesospheric clouds from the AIM SOFIE and CIPS experiments\", focus on the same topic of polar mesospheric clouds and their interaction with solar irradiance, and also include comparisons of spectral irradiance?", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Solar-induced 27-day variations of polar mesospheric clouds from the AIM SOFIE and CIPS experiments", + "polar mesospheric clouds and their interaction with solar irradiance", + "comparisons of spectral irradiance" + ] + } + } + }, + { + "query": "Are there any research papers from Teikyo Heisei University exploring the potential link between small main-belt asteroids and the concept of Coincidence?", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "Teikyo Heisei University" + ], + "paper": [ + "potential link between small main-belt asteroids and the concept of Coincidence" + ] + } + } + }, + { + "query": "Are there any studies from the Monash Institute of Medical Research dedicated to the Paraxial approximation, specifically showcasing the application of x-ray phase retrieval tomography in imaging?", + "answer": { + "Metapath": "institution -> author -> paper <- field_of_study", + "Restriction": { + "institution": [ + "Monash Institute of Medical Research" + ], + "paper": [ + "Paraxial approximation", + "application of x-ray phase retrieval tomography in imaging" + ], + "field_of_study": [ + "x-ray phase retrieval tomography", + "imaging" + ] + } + } + }, + { + "query": "Show me publications by Carl M. Liebig on improved holographic effects.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "Carl M. Liebig" + ], + "paper": [ + "improved holographic effects" + ] + } + } + }, + { + "query": "Has Gakushuin University published any research on the oscillation dynamics within binary number systems?", + "answer": { + "Metapath": "institution -> author -> paper <- field_of_study", + "Restriction": { + "institution": [ + "Gakushuin University" + ], + "paper": [ + "oscillation dynamics within binary number systems" + ], + "field_of_study": [ + "oscillation dynamics", + "binary number systems" + ] + } + } + }, + { + "query": "Publications on electrical property alterations by Kanya Maha Vidyalaya authors", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "Kanya Maha Vidyalaya" + ], + "paper": [ + "electrical property alterations" + ] + } + } + }, + { + "query": "Are there any publications from Capital University of Economics and Business researchers on helicopter rescue models?", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "Capital University of Economics and Business" + ], + "paper": [ + "helicopter rescue models" + ] + } + } + }, + { + "query": "Are there any papers by authors of \"On the formation and decay of a molecular ultracold plasma\" that focus on optimizing deceleration sequences in Zeeman decelerators?", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "On the formation and decay of a molecular ultracold plasma", + "optimizing deceleration sequences in Zeeman decelerators" + ] + } + } + }, + { + "query": "Show me papers authored by co-authors of the \"Antenna De-Embedding of Radio Propagation Channel With Truncated Modes in the Spherical Vector Wave Domain\" research, that also feature body area network channel models based on measurement studies, specifically from 2012.", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Antenna De-Embedding of Radio Propagation Channel With Truncated Modes in the Spherical Vector Wave Domain", + "body area network channel models based on measurement studies, specifically from 2012" + ] + } + } + }, + { + "query": "Which publications by Northern Virginia Community College scholars explore the features of solar supergranules?", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "Northern Virginia Community College" + ], + "paper": [ + "features of solar supergranules" + ] + } + } + }, + { + "query": "Search for articles related to cooling techniques for photovoltaic systems using water jackets on Arxiv.", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "cooling techniques for photovoltaic systems using water jackets", + "Arxiv" + ] + } + } + }, + { + "query": "Show me publications by Nisha Rani that analyze different dark energy theories through the examination of galaxy aging information.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "Nisha Rani" + ], + "paper": [ + "analyze different dark energy theories through the examination of galaxy aging information" + ] + } + } + }, + { + "query": "Find articles by E. Leonardi on enhancing positional accuracy with a diamond sensor active target.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "E. Leonardi" + ], + "paper": [ + "enhancing positional accuracy with a diamond sensor active target" + ] + } + } + }, + { + "query": "Which publications from Altair Engineering authors focus on improving directional sensitivity across a wide range of frequencies?", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "Altair Engineering" + ], + "paper": [ + "improving directional sensitivity across a wide range of frequencies" + ] + } + } + }, + { + "query": "Seeking publications by coauthors of \"Abundance analysis of a CEMP-no star in the Carina dwarf spheroidal galaxy\" that explore forthcoming or prospective spectroscopic surveys.", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Abundance analysis of a CEMP-no star in the Carina dwarf spheroidal galaxy", + "forthcoming or prospective spectroscopic surveys" + ] + } + } + }, + { + "query": "Show me research papers by the co-authors of 'Digital Cavities and Their Potential Applications' that delve into the study of conformation-dependent electronic coupling using two-dimensional fluorescence spectroscopy or similar spectroscopic methods.", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Digital Cavities and Their Potential Applications", + "conformation-dependent electronic coupling using two-dimensional fluorescence spectroscopy or similar spectroscopic methods" + ] + } + } + }, + { + "query": "Are there any papers from co-authors of 'Microstructure and magnetic properties of nanostructured (Fe0.8Al0.2)100-xSix alloy produced by mechanical alloying' that propose ways of enhancing magnetocaloric characteristics?", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Microstructure and magnetic properties of nanostructured (Fe0.8Al0.2)100-xSix alloy produced by mechanical alloying", + "propose ways of enhancing magnetocaloric characteristics" + ] + } + } + }, + { + "query": "Could you show me some articles related to the geometric cross-section area that explore the estimation of patient attenuation through CT scan methodologies?", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "geometric cross-section area", + "CT scan methodologies" + ], + "paper": [ + "estimation of patient attenuation" + ] + } + } + }, + { + "query": "Looking for research papers from Texas A&M University\u2013Corpus Christi on direct numerical simulation of supersonic turbulent flows in the boundary layer field.", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "Texas A&M University\u2013Corpus Christi" + ], + "paper": [ + "direct numerical simulation of supersonic turbulent flows in the boundary layer field" + ] + } + } + }, + { + "query": "Looking for research papers that have a common coauthor with \"Magnetic structure and magnetodielectric effect of YFe0.5Cr0.5O3\", belong to the condensed matter physics domain, and explore similar magnetic properties.", + "answer": { + "Metapath": "paper -> author -> paper <- field_of_study", + "Restriction": { + "paper": [ + "Magnetic structure and magnetodielectric effect of YFe0.5Cr0.5O3", + "explore similar magnetic properties" + ], + "field_of_study": [ + "condensed matter physics" + ] + } + } + }, + { + "query": "I'm looking for articles written by Nelson A. Lima related to the study of gravitational models.", + "answer": { + "Metapath": "author -> paper <- field_of_study", + "Restriction": { + "author": [ + "Nelson A. Lima" + ], + "paper": [ + "study of gravitational models" + ], + "field_of_study": [ + "gravitational models" + ] + } + } + }, + { + "query": "Papers on optical nonlinear properties by Hindu College, University of Delhi authors", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "Hindu College, University of Delhi" + ], + "paper": [ + "optical nonlinear properties" + ] + } + } + }, + { + "query": "Looking for papers from the Institute for Scientific Interchange exploring Markovian and non-Markovian dynamics related to quantum states in the realm of Quantum state.", + "answer": { + "Metapath": "institution -> author -> paper <- field_of_study", + "Restriction": { + "institution": [ + "Institute for Scientific Interchange" + ], + "paper": [ + "Markovian and non-Markovian dynamics related to quantum states" + ], + "field_of_study": [ + "Quantum state" + ] + } + } + }, + { + "query": "Are there any astrophysics publications from the National Research Council that explore mass ratios in dwarf galaxies?", + "answer": { + "Metapath": "institution -> author -> paper <- field_of_study", + "Restriction": { + "institution": [ + "National Research Council" + ], + "paper": [ + "mass ratios in dwarf galaxies" + ], + "field_of_study": [ + "astrophysics" + ] + } + } + }, + { + "query": "Articles by authors affiliated with PES University on the study of natural convection.", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "PES University" + ], + "paper": [ + "study of natural convection" + ] + } + } + }, + { + "query": "What are the papers on black hole characteristics referenced by the study \"Powerful relativistic jets in spiral galaxies\"?", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "Powerful relativistic jets in spiral galaxies", + "black hole characteristics" + ] + } + } + }, + { + "query": "Show me publications by Z. Raics on the topic of gravitational wave analysis.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "Z. Raics" + ], + "paper": [ + "gravitational wave analysis" + ] + } + } + }, + { + "query": "Can you find the papers, authored by co-writers of \"The Magnetoviscous-thermal Instability\", that delve into the topic of instabilities in dilute accretion flows?", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "The Magnetoviscous-thermal Instability", + "instabilities in dilute accretion flows" + ] + } + } + }, + { + "query": "Could you show me some papers related to vector tetraquark states in the context of P wave?", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "vector tetraquark states", + "P wave" + ] + } + } + }, + { + "query": "Show me papers from 2010 on CZT dual-panel PET imaging of breast cancer, authored by the same researchers who coauthored 'A method to achieve spatial linearity and uniform resolution at the edges of monolithic scintillation crystal detectors'.", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "A method to achieve spatial linearity and uniform resolution at the edges of monolithic scintillation crystal detectors", + "CZT dual-panel PET imaging of breast cancer from 2010" + ] + } + } + }, + { + "query": "Find papers authored by the co-authors of \"Magnification enhancement for an integral imaging microscope system\" that cover novel advancements in integral imaging microscope technologies in 2018.", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Magnification enhancement for an integral imaging microscope system", + "novel advancements in integral imaging microscope technologies in 2018" + ] + } + } + }, + { + "query": "Show me papers exploring the electronic and superconducting characteristics of Ni-based Heusler alloys, specifically in relation to the Kohn anomaly.", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "electronic characteristics", + "superconducting characteristics", + "Ni-based Heusler alloys", + "Kohn anomaly" + ], + "paper": [ + "electronic and superconducting characteristics of Ni-based Heusler alloys, specifically in relation to the Kohn anomaly" + ] + } + } + }, + { + "query": "Are there any papers available that delve into the usage of Rhodamine 123 in sonodynamic therapy?", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "Rhodamine 123", + "sonodynamic therapy" + ] + } + } + }, + { + "query": "Could you list some studies in the Blindness domain that explore the employment of quantum proxy blind signatures for safe delegation of signing abilities on a user's behalf?", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "Blindness", + "quantum proxy blind signatures" + ], + "paper": [ + "employment of quantum proxy blind signatures for safe delegation of signing abilities on a user's behalf" + ] + } + } + }, + { + "query": "Could you find papers by Peisi Le focusing on tunable surface plasmon polaritons?", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "Peisi Le" + ], + "paper": [ + "tunable surface plasmon polaritons" + ] + } + } + }, + { + "query": "Show me the academic papers authored by collaborators of the study \"A phase-dependent comparison of the velocity parameters of SiO v = 1, J = 1-0 and J = 2-1 maser emission in long-period variables\" which include the study of SiO masers.", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "A phase-dependent comparison of the velocity parameters of SiO v = 1, J = 1-0 and J = 2-1 maser emission in long-period variables", + "study of SiO masers" + ] + } + } + }, + { + "query": "Could you find articles that investigate the application of IGZO TFTs in DC-DC boost converters?", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "IGZO TFTs", + "DC-DC boost converters" + ] + } + } + }, + { + "query": "Show me papers by Seung-Hyeok Kye that discuss separability criteria.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "Seung-Hyeok Kye" + ], + "paper": [ + "separability criteria" + ] + } + } + }, + { + "query": "Which publications from Alrafidain University College authors discuss soliton solutions?", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "Alrafidain University College" + ], + "paper": [ + "soliton solutions" + ] + } + } + }, + { + "query": "Can you find me any papers that explore real-time motion detection in particle therapy and also reference \"ELPHA: Dynamically deformable liver phantom for real\u2010time motion-adaptive radiotherapy treatments\"?", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "real-time motion detection in particle therapy", + "ELPHA: Dynamically deformable liver phantom for real\u2010time motion-adaptive radiotherapy treatments" + ] + } + } + }, + { + "query": "What are the papers authored by scholars from the St. Petersburg State University of Telecommunications that explore a metal vapor concentration x-ray diagnostic system?", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "St. Petersburg State University of Telecommunications" + ], + "paper": [ + "metal vapor concentration x-ray diagnostic system" + ] + } + } + }, + { + "query": "Show me the papers by Young-Hee Ryu which analyze and quantify the causes of urban heat islands.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "Young-Hee Ryu" + ], + "paper": [ + "analyze and quantify the causes of urban heat islands" + ] + } + } + }, + { + "query": "What are the references cited in the paper entitled \"Empirical Selection Rule of Substrate Materials for Iron Chalcogenide Superconducting Thin Films\" that also discuss the subject of thin films around the period of 2010?", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "Empirical Selection Rule of Substrate Materials for Iron Chalcogenide Superconducting Thin Films", + "thin films around the period of 2010" + ] + } + } + }, + { + "query": "Could you showcase papers related to Kaguya's onboard instrument readings of lunar magnetic fields?", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "lunar magnetic fields" + ], + "paper": [ + "Kaguya's onboard instrument readings" + ] + } + } + }, + { + "query": "Show me publications by M.C. Clochard on the study of magnetic properties.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "M.C. Clochard" + ], + "paper": [ + "study of magnetic properties" + ] + } + } + }, + { + "query": "What are some other publications from the coauthors of \"Measuring the Optical Rotation Angle and Circular Dichroism of Anisotropic Optical Media Using a Heterodyne Polarimeter\" that also discuss the dynamic polarization characteristics of liquid crystals?", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Measuring the Optical Rotation Angle and Circular Dichroism of Anisotropic Optical Media Using a Heterodyne Polarimeter", + "dynamic polarization characteristics of liquid crystals" + ] + } + } + }, + { + "query": "Publications by University of HKBP Nommensen authors on doped MoS2 structural and optical characteristics", + "answer": { + "Metapath": "institution -> author -> paper <- field_of_study", + "Restriction": { + "institution": [ + "University of HKBP Nommensen" + ], + "paper": [ + "doped MoS2 structural and optical characteristics" + ], + "field_of_study": [ + "doped MoS2", + "structural characteristics", + "optical characteristics" + ] + } + } + }, + { + "query": "Find me papers authored by co-authors of 'Inelastic scattering puts in question recent claims of Anderson localization of light' that also delve into the topic of low-dimensional colloidal systems.", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Inelastic scattering puts in question recent claims of Anderson localization of light", + "low-dimensional colloidal systems" + ] + } + } + }, + { + "query": "Can you show me the papers that discuss the extended Einstein-Maxwell-axion model and have either cited the paper \"Axion-induced oscillations of cooperative electric field in a cosmic magneto-active plasma\" or have been cited by it?", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "extended Einstein-Maxwell-axion model", + "Axion-induced oscillations of cooperative electric field in a cosmic magneto-active plasma" + ] + } + } + }, + { + "query": "Are there any papers from University of Venda researchers that explore the discovery of new bands and chiral pair in the 194Tl isotope?", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "University of Venda" + ], + "paper": [ + "discovery of new bands and chiral pair in the 194Tl isotope" + ] + } + } + }, + { + "query": "I'm looking for research articles on Operator theory focusing on spin and twist correlator studies. Can you help me find such papers?", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "Operator theory" + ], + "paper": [ + "spin and twist correlator studies" + ] + } + } + }, + { + "query": "Can I find other articles from the authors of \"EFFECTS OF IN-MEDIUM MODIFICATION OF WEAKLY INTERACTING LIGHT BOSON MASS IN NEUTRON STARS\" that delve into the impact of hyperons on neutron star structure and characteristics?", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "EFFECTS OF IN-MEDIUM MODIFICATION OF WEAKLY INTERACTING LIGHT BOSON MASS IN NEUTRON STARS", + "impact of hyperons on neutron star structure and characteristics" + ] + } + } + }, + { + "query": "Show me research articles related to chemical ionization that investigate the electron impact ionization of xenon ions.", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "chemical ionization" + ], + "paper": [ + "electron impact ionization of xenon ions" + ] + } + } + }, + { + "query": "Looking for papers related to heat exchanger and thermal conductivity prediction using experimental or numerical approaches from Ya\u015far University.", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "Ya\u015far University" + ], + "paper": [ + "heat exchanger and thermal conductivity prediction using experimental or numerical approaches" + ] + } + } + }, + { + "query": "Show me publications from the co-authors of 'Holographic superconductors from Einstein-Maxwell-Dilaton gravity' that also delve into the topics of electron stars and AdS Dirac hair solutions.", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Holographic superconductors from Einstein-Maxwell-Dilaton gravity", + "electron stars and AdS Dirac hair solutions" + ] + } + } + }, + { + "query": "Show me articles related to Siphon technology focusing on the study of stress dissipation throughout cooling processes.", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "Siphon technology", + "stress dissipation throughout cooling processes" + ] + } + } + }, + { + "query": "Show me publications by Ryuichi Sugizaki related to long-distance signal transmission experiments.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "Ryuichi Sugizaki" + ], + "paper": [ + "long-distance signal transmission experiments" + ] + } + } + }, + { + "query": "Show me publications by A. Schleicher that detail experiments and simulations for a forthcoming space mission.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "A. Schleicher" + ], + "paper": [ + "experiments and simulations for a forthcoming space mission" + ] + } + } + }, + { + "query": "Search for papers investigating lattice Boltzmann models for convection and diffusion phenomena, cited in \"An optimal two-relaxation-time lattice Boltzmann equation for solid-liquid phase change: The elimination of unphysical numerical diffusion\".", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "An optimal two-relaxation-time lattice Boltzmann equation for solid-liquid phase change: The elimination of unphysical numerical diffusion", + "lattice Boltzmann models for convection and diffusion phenomena" + ] + } + } + }, + { + "query": "Did researchers from Alma College publish any papers in 2015 about impact experiments on porous materials such as pumice within the field of Pumice studies?", + "answer": { + "Metapath": "institution -> author -> paper <- field_of_study", + "Restriction": { + "institution": [ + "Alma College" + ], + "paper": [ + "impact experiments on porous materials such as pumice", + "published in 2015" + ], + "field_of_study": [ + "Pumice studies" + ] + } + } + }, + { + "query": "I'm searching for research articles related to positioning devices that explore the evaluation of reflective materials for potential integration into these systems.", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "positioning devices", + "reflective materials" + ], + "paper": [ + "evaluation of reflective materials for potential integration into positioning devices systems" + ] + } + } + }, + { + "query": "I'm looking for papers related to fiber interference ablation that are in the same field of study as \"Ultra-thin plasmonic random lasers\" and share a common author.", + "answer": { + "Metapath": "paper -> field_of_study -> paper -> author -> paper", + "Restriction": { + "paper": [ + "Ultra-thin plasmonic random lasers", + "fiber interference ablation" + ] + } + } + }, + { + "query": "Search for studies focusing on the analysis of whale vocalization patterns within the context of endangered species research.", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "whale vocalization patterns", + "endangered species research" + ] + } + } + }, + { + "query": "What research papers focusing on simulation models have been published by scholars from Calsonic Kansei?", + "answer": { + "Metapath": "institution -> author -> paper <- field_of_study", + "Restriction": { + "institution": [ + "Calsonic Kansei" + ], + "field_of_study": [ + "simulation models" + ] + } + } + }, + { + "query": "Could you show me some research papers about using biomarkers to explore potential life on primordial, Earth-like planets, in the context of anoxic waters?", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "biomarkers", + "primordial Earth-like planets", + "anoxic waters" + ], + "paper": [ + "using biomarkers to explore potential life on primordial, Earth-like planets, in the context of anoxic waters" + ] + } + } + }, + { + "query": "Could you show me some research papers related to plasma distribution models within the scope of Relativistic Breit-Wigner distribution?", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "plasma distribution models", + "Relativistic Breit-Wigner distribution" + ] + } + } + }, + { + "query": "Nonlinear optical properties of composite dielectric materials researched by Universidade de Pernambuco", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "Universidade de Pernambuco" + ], + "paper": [ + "Nonlinear optical properties of composite dielectric materials" + ] + } + } + }, + { + "query": "Which additional research papers that delve into two-phase flow measurement have referenced or been referenced by \"A new model for volume fraction measurements of horizontal high-pressure wet gas flow using gamma-based techniques\"?", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "two-phase flow measurement", + "A new model for volume fraction measurements of horizontal high-pressure wet gas flow using gamma-based techniques" + ] + } + } + }, + { + "query": "Find publications by Ruiyuan Ma on the impact of evaporation on rough surfaces.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "Ruiyuan Ma" + ], + "paper": [ + "impact of evaporation on rough surfaces" + ] + } + } + }, + { + "query": "Show me publications by Mark I. Stockman discussing the concept of electrically driven nanoscale spasers.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "Mark I. Stockman" + ], + "paper": [ + "electrically driven nanoscale spasers" + ] + } + } + }, + { + "query": "Are there any additional publications from the co-authors of 'Average-atom model calculations of dense-plasma opacities: Review and potential applications to white-dwarf stars' that delve deeper or expand on the average-atom models discussed in this paper?", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Average-atom model calculations of dense-plasma opacities: Review and potential applications to white-dwarf stars", + "delve deeper or expand on the average-atom models discussed in this paper" + ] + } + } + }, + { + "query": "Can you show me the papers that \"Secular dynamics of hierarchical quadruple systems: the case of a triple system orbited by a fourth body\" cites, which also cover the topic of the dynamical evolution of a particle orbiting a star with an eccentric planet?", + "answer": { + "Metapath": "paper -> paper <- field_of_study", + "Restriction": { + "paper": [ + "Secular dynamics of hierarchical quadruple systems: the case of a triple system orbited by a fourth body", + "dynamical evolution of a particle orbiting a star with an eccentric planet" + ], + "field_of_study": [ + "dynamical evolution", + "orbital dynamics", + "astronomy" + ] + } + } + }, + { + "query": "Are there any papers from WesternGeco researchers that discuss a new inverse algorithm for the reconstruction of crawling wave speed?", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "WesternGeco" + ], + "paper": [ + "new inverse algorithm for the reconstruction of crawling wave speed" + ] + } + } + }, + { + "query": "Could you find some scholarly articles related to the Positive-definite matrix domain, specifically focusing on its applications like forward-forward dijets?", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "Positive-definite matrix domain", + "forward-forward dijets" + ] + } + } + }, + { + "query": "Could you help me locate documents investigating surface molecular switches, which share an author with \"The influence of the electronic structure of adsorbate\u2013substrate complexes on photoisomerization ability\", and are relevant to the same field?", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "The influence of the electronic structure of adsorbate\u2013substrate complexes on photoisomerization ability", + "surface molecular switches relevant to the same field" + ] + } + } + }, + { + "query": "Are there any Physics papers from the Shenyang Institute of Automation on the topic of optimizing antireflection coating design methods?", + "answer": { + "Metapath": "institution -> author -> paper <- field_of_study", + "Restriction": { + "institution": [ + "Shenyang Institute of Automation" + ], + "paper": [ + "optimizing antireflection coating design methods" + ], + "field_of_study": [ + "Physics" + ] + } + } + }, + { + "query": "I'm looking for papers on the Stack effect, specifically those discussing back-layering flows in tunnels. Can you find studies that address how this phenomenon influences air pressure differences and underlines safety concerns arising from back-layering in transportation tunnels?", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "Stack effect", + "back-layering flows in tunnels" + ], + "paper": [ + "influences air pressure differences", + "safety concerns arising from back-layering in transportation tunnels" + ] + } + } + }, + { + "query": "What are the publications that explore the impact of Rabi coupling on the separation dynamics in condensates and also cite the study titled \"Itinerant ferromagnetism of two-dimensional repulsive fermions with Rabi coupling\"?", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "impact of Rabi coupling on the separation dynamics in condensates", + "Itinerant ferromagnetism of two-dimensional repulsive fermions with Rabi coupling" + ] + } + } + }, + { + "query": "Looking for articles either co-authored by someone who worked on \"Characterization of FeCo particles synthesized via co-precipitation, particle growth using flux treatment and reduction in hydrogen gas\" or ones talking about the pathways for utilizing magnetic materials in spintronic appliances. Preference for papers also specializing in magnetic particles and their uses.", + "answer": { + "Metapath": "paper -> author -> paper <- field_of_study", + "Restriction": { + "paper": [ + "Characterization of FeCo particles synthesized via co-precipitation, particle growth using flux treatment and reduction in hydrogen gas", + "pathways for utilizing magnetic materials in spintronic appliances" + ], + "field_of_study": [ + "magnetic particles", + "spintronic appliances" + ] + } + } + }, + { + "query": "Show me publications by Dennis M. Newns on methods to measure piezoelectric properties.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "Dennis M. Newns" + ], + "paper": [ + "methods to measure piezoelectric properties" + ] + } + } + }, + { + "query": "Could you show me some papers related to the Catalase field studying the impact of vacuum cooling on enzymatic activity and protein structures?", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "Catalase" + ], + "paper": [ + "impact of vacuum cooling on enzymatic activity and protein structures" + ] + } + } + }, + { + "query": "Are there publications by Simon Garruto on the algebraic aspects of the Cauchy problem within the context of general relativity?", + "answer": { + "Metapath": "author -> paper <- field_of_study", + "Restriction": { + "author": [ + "Simon Garruto" + ], + "paper": [ + "algebraic aspects of the Cauchy problem within the context of general relativity" + ], + "field_of_study": [ + "general relativity" + ] + } + } + }, + { + "query": "Can I find any articles related to Daewoo Shipbuilding & Marine Engineering in the Mechanics field, focusing on techniques to mitigate flow maldistribution?", + "answer": { + "Metapath": "institution -> author -> paper <- field_of_study", + "Restriction": { + "institution": [ + "Daewoo Shipbuilding & Marine Engineering" + ], + "field_of_study": [ + "Mechanics" + ], + "paper": [ + "techniques to mitigate flow maldistribution" + ] + } + } + }, + { + "query": "Which research papers assessing band gap narrowing models are referenced in the study \"Contact Resistivity of Evaporated Al Contacts for Silicon Solar Cells\"?", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "Contact Resistivity of Evaporated Al Contacts for Silicon Solar Cells", + "assessing band gap narrowing models" + ] + } + } + }, + { + "query": "Are there any publications by Duncan A. Robertson that focus on the impact of nonlinearity and phase noise on millimeter-wave radar imaging?", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "Duncan A. Robertson" + ], + "paper": [ + "impact of nonlinearity and phase noise on millimeter-wave radar imaging" + ] + } + } + }, + { + "query": "Show me papers written by the co-authors of \"A systematic approach to determine optimal composition of gel used in radiation therapy\", specifically discussing the influence of container size on dose profile variability in polymer gel dosimeters.", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "A systematic approach to determine optimal composition of gel used in radiation therapy", + "influence of container size on dose profile variability in polymer gel dosimeters" + ] + } + } + }, + { + "query": "Show me articles on activation functions in neuromorphic photonics involving the use of modulators.", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "activation functions", + "neuromorphic photonics", + "modulators" + ] + } + } + }, + { + "query": "Show me articles on Derrick's theorem that have identified stable spherical domain wall solutions.", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "Derrick's theorem" + ], + "paper": [ + "stable spherical domain wall solutions" + ] + } + } + }, + { + "query": "What other 2016 publications on quantum field theory were referenced in the study \"Many-body chaos and energy dynamics in holography\"?", + "answer": { + "Metapath": "paper -> paper <- field_of_study", + "Restriction": { + "paper": [ + "Many-body chaos and energy dynamics in holography", + "2016" + ], + "field_of_study": [ + "quantum field theory" + ] + } + } + }, + { + "query": "High-spin states research in nuclear fusion by V. G. Khlopin Radium Institute on Arxiv", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "V. G. Khlopin Radium Institute" + ], + "paper": [ + "High-spin states research in nuclear fusion on Arxiv" + ] + } + } + }, + { + "query": "Could you show me some papers by Doris Folini discussing the circumstellar medium's evolution around massive stars?", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "Doris Folini" + ], + "paper": [ + "circumstellar medium's evolution around massive stars" + ] + } + } + }, + { + "query": "Are there any 2015 SPIE proceedings papers written by coauthors of the paper titled \"InGaAs/InP-based Echelle mirror multiplexer using dual Rowland circle gratings for DFB QCL arrays in the mid-long infrared range\" that explore methods for generating millimeter waves?", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "InGaAs/InP-based Echelle mirror multiplexer using dual Rowland circle gratings for DFB QCL arrays in the mid-long infrared range", + "2015 SPIE proceedings", + "methods for generating millimeter waves" + ] + } + } + }, + { + "query": "I'm looking for research articles on the topic of the Optogalvanic effect, specifically those investigating the ionization phenomena occurring in ytterbium-neon lamps. My interest is mainly in studies that examine the Optogalvanic signals generated during the laser operation of this type of lamp setup.", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "Optogalvanic effect", + "ionization phenomena", + "ytterbium-neon lamps", + "laser operation" + ], + "paper": [ + "Optogalvanic signals generated during the laser operation of ytterbium-neon lamps" + ] + } + } + }, + { + "query": "Are there any research papers linked to Thirumalai Engineering College exploring the nonlinear optical properties of Perchlorate materials?", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "Thirumalai Engineering College" + ], + "paper": [ + "nonlinear optical properties of Perchlorate materials" + ] + } + } + }, + { + "query": "What are some papers cited in \"One-loop beta-functions in 4-derivative gauge theory in 6 dimensions\" that also engage in the computation of anomalies in supersymmetric gauge theories?", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "One-loop beta-functions in 4-derivative gauge theory in 6 dimensions", + "computation of anomalies in supersymmetric gauge theories" + ] + } + } + }, + { + "query": "Are there any publications from Toronto General Hospital that assess the effectiveness of noise reduction software in low-dose CT scans?", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "Toronto General Hospital" + ], + "paper": [ + "effectiveness of noise reduction software in low-dose CT scans" + ] + } + } + }, + { + "query": "Find papers from the co-authors of \"Universal Behaviors of the Phonon Thermal Conductivity Associated with Charge/Orbital Ordering in Transition-Metal Oxides\" that explore the subject of spontaneous heat current in spinel magnetic systems.", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Universal Behaviors of the Phonon Thermal Conductivity Associated with Charge/Orbital Ordering in Transition-Metal Oxides", + "spontaneous heat current in spinel magnetic systems" + ] + } + } + }, + { + "query": "What are the other publications referenced in \"Coherent-feedback control strategy to suppress spontaneous switching in ultra-low power optical bistability\" that also delve into methods for energy-efficient all-optical switching?", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "Coherent-feedback control strategy to suppress spontaneous switching in ultra-low power optical bistability", + "methods for energy-efficient all-optical switching" + ] + } + } + }, + { + "query": "Which other 2014 articles, written by the co-authors of \"Enhancing photovoltaic performances of dye-sensitized solar cells by multi-layered nanostructured titanium oxide photoelectrode\", delve into the topic of multi-layered titanium oxide photoelectrodes for dye-sensitized solar cells?", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Enhancing photovoltaic performances of dye-sensitized solar cells by multi-layered nanostructured titanium oxide photoelectrode", + "2014", + "multi-layered titanium oxide photoelectrodes for dye-sensitized solar cells" + ] + } + } + }, + { + "query": "What other research papers talking about the topology optimization of metamaterials have mentioned or been mentioned in the study \"Inverse Design of Dielectric Resonator Cloaking Based on Topology Optimization\"?", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "topology optimization of metamaterials", + "Inverse Design of Dielectric Resonator Cloaking Based on Topology Optimization" + ] + } + } + }, + { + "query": "Can you find the studies co-authored by the researchers behind \"Spontaneous toroidal flow generation due to negative effective momentum diffusivity,\" focusing on the switch from laminar to turbulent plasma?", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Spontaneous toroidal flow generation due to negative effective momentum diffusivity", + "switch from laminar to turbulent plasma" + ] + } + } + }, + { + "query": "Can you help me locate research papers in the field of high energy density physics experiments, which have at least one coauthor in common with the paper, \"Probing off-Hugoniot states in Ta, Cu, and Al to 1000 GPa compression with magnetically driven liner implosions\"? Furthermore, these papers should discuss the use of high pressure reflectivity systems for studying materials under severe compression.", + "answer": { + "Metapath": "field_of_study -> paper -> author -> paper", + "Restriction": { + "field_of_study": [ + "high energy density physics experiments" + ], + "paper": [ + "Probing off-Hugoniot states in Ta, Cu, and Al to 1000 GPa compression with magnetically driven liner implosions", + "use of high pressure reflectivity systems for studying materials under severe compression" + ] + } + } + }, + { + "query": "Show me publications by Yun-Xian Li on the topic of portfolio stability.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "Yun-Xian Li" + ], + "paper": [ + "portfolio stability" + ] + } + } + }, + { + "query": "Show me publications by David M. Burn related to local control of magnetism.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "David M. Burn" + ], + "paper": [ + "local control of magnetism" + ] + } + } + }, + { + "query": "Find publications by coauthors of \"Light scattering from a drop with an embedded particle and its exploitation in the time-shift technique\" that discuss alternative infrared heating methods for detecting boundary layer transitions.", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Light scattering from a drop with an embedded particle and its exploitation in the time-shift technique", + "alternative infrared heating methods for detecting boundary layer transitions" + ] + } + } + }, + { + "query": "Optoelectronics publications in 2014 by authors from Le Quy Don Technical University.", + "answer": { + "Metapath": "institution -> author -> paper <- field_of_study", + "Restriction": { + "institution": [ + "Le Quy Don Technical University" + ], + "paper": [ + "2014" + ], + "field_of_study": [ + "optoelectronics" + ] + } + } + }, + { + "query": "What are some papers that are cited by \"Interplay between bit pattern randomness, delayed Raman response, and cross phase modulation in massive multichannel optical fiber transmission lines\" and also explore a numerical analysis of rapid soliton collisions in their studies?", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "Interplay between bit pattern randomness, delayed Raman response, and cross phase modulation in massive multichannel optical fiber transmission lines", + "numerical analysis of rapid soliton collisions" + ] + } + } + }, + { + "query": "What are the papers that are referenced in \"Adjuvant-perfluorocarbon based approach for improving the effectiveness of cryosurgery in gel phantoms\" and also include discussions on creating models of blood vessel networks to enhance cryosurgery simulations?", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "Adjuvant-perfluorocarbon based approach for improving the effectiveness of cryosurgery in gel phantoms", + "creating models of blood vessel networks to enhance cryosurgery simulations" + ] + } + } + }, + { + "query": "Looking for papers from Maejo University investigating the impact of particle size on Titanate materials.", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "Maejo University" + ], + "paper": [ + "impact of particle size on Titanate materials" + ] + } + } + }, + { + "query": "Are there any other publications from the co-authors of \"Band gap tunability and structural stability of metal/nonmetal codoped group-IV tin nanotubes: Effect of spin-orbit coupling\", particularly those exploring the effect of codoping on the structural and electronic attributes of stanene nanotubes?", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Band gap tunability and structural stability of metal/nonmetal codoped group-IV tin nanotubes: Effect of spin-orbit coupling", + "effect of codoping on the structural and electronic attributes of stanene nanotubes" + ] + } + } + }, + { + "query": "Locate research papers that have a shared author with \"The Ca ii triplet in red giant spectra: [Fe/H] determinations and the role of [Ca/Fe]\" and are within the same discipline focusing on stellar abundances that delve into the varied measurements of elements like iron or calcium?", + "answer": { + "Metapath": "paper -> author -> paper <- field_of_study", + "Restriction": { + "paper": [ + "The Ca ii triplet in red giant spectra: [Fe/H] determinations and the role of [Ca/Fe]", + "varied measurements of elements like iron or calcium" + ], + "field_of_study": [ + "stellar abundances" + ] + } + } + }, + { + "query": "Show me papers discussing laser imaging techniques, authored by co-authors of the publication \"Kinetic modeling of spatio-temporal evolution of the gain in copper vapor active media\".", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Kinetic modeling of spatio-temporal evolution of the gain in copper vapor active media", + "laser imaging techniques" + ] + } + } + }, + { + "query": "Find publications by Jianzhong Liu related to superconductivity.", + "answer": { + "Metapath": "author -> paper <- field_of_study", + "Restriction": { + "author": [ + "Jianzhong Liu" + ], + "field_of_study": [ + "superconductivity" + ] + } + } + }, + { + "query": "Are there any publications from Stazione Zoologica Anton Dohrn researchers on the swimming patterns of plankton?", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "Stazione Zoologica Anton Dohrn" + ], + "paper": [ + "swimming patterns of plankton" + ] + } + } + }, + { + "query": "Show me research papers that have at least one author in common with \"Atomistic study of nanotwins in NiTi shape memory alloys\", focus on the same area of Shape Memory Alloys, and specifically discuss NiTi nanowires\".", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Atomistic study of nanotwins in NiTi shape memory alloys", + "NiTi nanowires" + ], + "field_of_study": [ + "Shape Memory Alloys" + ] + } + } + }, + { + "query": "What other research on thin millimeter-wave absorbers has referenced or been inspired by the concepts shared in the paper titled \"Analysis and enhancement of the bandwidth of ultrathin absorbers based on high-impedance surfaces\"?", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "thin millimeter-wave absorbers", + "Analysis and enhancement of the bandwidth of ultrathin absorbers based on high-impedance surfaces" + ] + } + } + }, + { + "query": "Are there any papers from the University of South Carolina Lancaster that explore the southern pre-contact W UMa binary system in their research on variable stars?", + "answer": { + "Metapath": "institution -> author -> paper <- field_of_study", + "Restriction": { + "institution": [ + "University of South Carolina Lancaster" + ], + "paper": [ + "southern pre-contact W UMa binary system" + ], + "field_of_study": [ + "variable stars" + ] + } + } + }, + { + "query": "Does Bergen University College have any publications on particle production in nuclear collisions in the context of Atomic physics?", + "answer": { + "Metapath": "institution -> author -> paper <- field_of_study", + "Restriction": { + "institution": [ + "Bergen University College" + ], + "paper": [ + "particle production in nuclear collisions" + ], + "field_of_study": [ + "Atomic physics" + ] + } + } + }, + { + "query": "Could you find research articles focused on analyzing Hapke parameters to investigate the scattering characteristics of lunar regolith layers?", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "Hapke parameters", + "scattering characteristics", + "lunar regolith layers" + ], + "paper": [ + "analyzing Hapke parameters to investigate the scattering characteristics of lunar regolith layers" + ] + } + } + }, + { + "query": "Could you direct me to the papers that comprehensively study recombination mechanisms and have been referenced within, or are relevant to, deepening my understanding of the analysis conducted in the paper titled \"Influence of energy structure on recombination lifetime in GaAs/AlGaAs multilayers\"?", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "recombination mechanisms", + "Influence of energy structure on recombination lifetime in GaAs/AlGaAs multilayers" + ] + } + } + }, + { + "query": "What are the papers centered around short-term goal setting that have either cited or been referenced in the paper titled 'Resummation for Nonequilibrium Perturbation Theory and Application to Open Quantum Lattices'?", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "short-term goal setting", + "Resummation for Nonequilibrium Perturbation Theory and Application to Open Quantum Lattices" + ] + } + } + }, + { + "query": "Looking for papers from Birla Institute of Technology, Mesra related to Meson production, specifically reporting on experimental results of \u03c1(770)0 meson production.", + "answer": { + "Metapath": "institution -> author -> paper <- field_of_study", + "Restriction": { + "institution": [ + "Birla Institute of Technology, Mesra" + ], + "paper": [ + "experimental results of \u03c1(770)0 meson production" + ], + "field_of_study": [ + "Meson production" + ] + } + } + }, + { + "query": "Show me papers from Fatima Mata National College researchers that include radionuclide measurements.", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "Fatima Mata National College" + ], + "paper": [ + "radionuclide measurements" + ] + } + } + }, + { + "query": "Show me publications by Edmonds Community College researchers on the advancements and applications of far-infrared lasers.", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "Edmonds Community College" + ], + "paper": [ + "advancements and applications of far-infrared lasers" + ] + } + } + }, + { + "query": "Radiation levels in construction materials as discussed in publications from researchers of Agricultural University of Tirana?", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "Agricultural University of Tirana" + ], + "paper": [ + "radiation levels in construction materials" + ] + } + } + }, + { + "query": "Show me papers by S. Dzhumanov that cover the topic of screening effects on electrons.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "S. Dzhumanov" + ], + "paper": [ + "screening effects on electrons" + ] + } + } + }, + { + "query": "Search for publications by Jet Efda Contributors on core pressure stability effects.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "Jet Efda Contributors" + ], + "paper": [ + "core pressure stability effects" + ] + } + } + }, + { + "query": "Can you show me the articles cited in \"Craters without ejecta\" that also make reference to the 2010 asteroid impact event?", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "Craters without ejecta", + "2010 asteroid impact event" + ] + } + } + }, + { + "query": "Show me publications by J. A. Seabrook on photometric analysis for asteroid surface global mapping.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "J. A. Seabrook" + ], + "paper": [ + "photometric analysis for asteroid surface global mapping" + ] + } + } + }, + { + "query": "Are there any articles linked to the Pakistan Meteorological Department that examine the comparison of various satellite aerosol products within the realm of Moderate-resolution imaging spectroradiometer?", + "answer": { + "Metapath": "institution -> author -> paper <- field_of_study", + "Restriction": { + "institution": [ + "Pakistan Meteorological Department" + ], + "paper": [ + "comparison of various satellite aerosol products" + ], + "field_of_study": [ + "Moderate-resolution imaging spectroradiometer" + ] + } + } + }, + { + "query": "I'm searching for articles co-authored by the same person who wrote \"Foldy\u2013Wouthuysen transformation, scalar potentials and gravity\", which also belong to the same field of study. These papers must focus on high-accuracy tests that examine theories related to the primary research, ideally pursuing advancements in this area through meticulous experimentation and measurement.", + "answer": { + "Metapath": "paper -> author -> paper <- field_of_study", + "Restriction": { + "paper": [ + "Foldy\u2013Wouthuysen transformation, scalar potentials and gravity", + "high-accuracy tests that examine theories related to the primary research, ideally pursuing advancements in this area through meticulous experimentation and measurement" + ], + "field_of_study": [ + "gravity", + "high-accuracy tests", + "theories related to scalar potentials" + ] + } + } + }, + { + "query": "What research pieces examining electron beam generators are referenced in the paper \"On the estimate of the cathode layer parameters of a high-voltage glow discharge\", which utilizes electron beams to probe cathode layer characteristics?", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "On the estimate of the cathode layer parameters of a high-voltage glow discharge", + "electron beam generators" + ] + } + } + }, + { + "query": "Could you please find articles co-authored by someone from \"Asynchronous reference frame agreement in a quantum network\" that also focus on noncontextuality in a superconducting qutrit in the same field of study?", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Asynchronous reference frame agreement in a quantum network", + "noncontextuality in a superconducting qutrit in the same field of study" + ] + } + } + }, + { + "query": "Show me papers from the co-authors of \"On The Problem of Filtration to an Imperfect Gallery in a Pressureless Bed\" which also delve into plane steady-state filtration topics.", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "On The Problem of Filtration to an Imperfect Gallery in a Pressureless Bed", + "plane steady-state filtration topics" + ] + } + } + }, + { + "query": "Show articles by Malte Selig focusing on energy transfer within 2D materials.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "Malte Selig" + ], + "paper": [ + "energy transfer within 2D materials" + ] + } + } + }, + { + "query": "Which publications from Elmhurst College researchers utilize Cherenkov light for kaon mass measurements?", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "Elmhurst College" + ], + "paper": [ + "utilize Cherenkov light for kaon mass measurements" + ] + } + } + }, + { + "query": "I'm looking for papers that have at least one common author with \"Dynamical phase diagram of a quantum Ising chain with long-range interactions\", that are in the same subject area, and that examine quantum phase transitions in a manner similar to this paper.", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Dynamical phase diagram of a quantum Ising chain with long-range interactions", + "quantum phase transitions in a manner similar to this paper", + "same subject area" + ] + } + } + }, + { + "query": "Find publications on nanosecond laser pulse drilling of metals cited in \"Ablation of silicon with bursts of femtosecond laser pulses\".", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "Ablation of silicon with bursts of femtosecond laser pulses", + "nanosecond laser pulse drilling of metals" + ] + } + } + }, + { + "query": "Are there any 2017 Physics papers from the Chongqing Communication Institute focusing on controllable reflection direction in an acoustic metasurface?", + "answer": { + "Metapath": "institution -> author -> paper <- field_of_study", + "Restriction": { + "institution": [ + "Chongqing Communication Institute" + ], + "paper": [ + "2017", + "controllable reflection direction in an acoustic metasurface" + ], + "field_of_study": [ + "Physics" + ] + } + } + }, + { + "query": "Which articles by Sasol's researchers offer a comparison of power cycles for generating solar energy?", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "Sasol" + ], + "paper": [ + "comparison of power cycles for generating solar energy" + ] + } + } + }, + { + "query": "Show me research articles on face recognition techniques addressing partial occlusions in the context of occlusion studies.", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "face recognition", + "occlusion studies" + ], + "paper": [ + "face recognition techniques addressing partial occlusions" + ] + } + } + }, + { + "query": "Show me publications by Min Yu that analyze the nonlinear interactions among perturbations.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "Min Yu" + ], + "paper": [ + "analyze the nonlinear interactions among perturbations" + ] + } + } + }, + { + "query": "What are some other papers addressing advancements in quantum control that have cited the paper \"Pulse sequences for controlled two- and three-qubit gates in a hybrid quantum register\", or have been cited by it?", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "Pulse sequences for controlled two- and three-qubit gates in a hybrid quantum register", + "advancements in quantum control" + ] + } + } + }, + { + "query": "Find articles investigating chitosan-poly(amidoamine) composites for sensing applications within the poly(amidoamine) research domain.", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "poly(amidoamine)" + ], + "paper": [ + "chitosan-poly(amidoamine) composites for sensing applications" + ] + } + } + }, + { + "query": "Show me papers discussing ultra-luminous pre-main-sequence candidate objects (ULPCs) published by coauthors of the paper \"ON THE APPLICATION OF WESENHEIT FUNCTION IN DERIVING DISTANCE TO GALACTIC CEPHEIDS\".", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "ON THE APPLICATION OF WESENHEIT FUNCTION IN DERIVING DISTANCE TO GALACTIC CEPHEIDS", + "ultra-luminous pre-main-sequence candidate objects (ULPCs)" + ] + } + } + }, + { + "query": "Are there any publications from \u00c9cole nationale sup\u00e9rieure de physique de Strasbourg on the topic of lens design for solar cell usage within the study area of Diffraction efficiency?", + "answer": { + "Metapath": "institution -> author -> paper <- field_of_study", + "Restriction": { + "institution": [ + "\u00c9cole nationale sup\u00e9rieure de physique de Strasbourg" + ], + "paper": [ + "lens design for solar cell usage" + ], + "field_of_study": [ + "Diffraction efficiency" + ] + } + } + }, + { + "query": "Publications by authors affiliated with the US Commodity Futures Trading Commission on managing commodities market growth and contractions", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "US Commodity Futures Trading Commission" + ], + "paper": [ + "managing commodities market growth and contractions" + ] + } + } + }, + { + "query": "Which publications on thermal transport involve authors affiliated with the University of South Carolina Aiken?", + "answer": { + "Metapath": "field_of_study -> paper -> author -> institution", + "Restriction": { + "field_of_study": [ + "thermal transport" + ], + "institution": [ + "University of South Carolina Aiken" + ] + } + } + }, + { + "query": "Pathumwan Institute of Technology author: \"magneto-transport properties in spin valves with topological insulators", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "Pathumwan Institute of Technology" + ], + "paper": [ + "magneto-transport properties in spin valves with topological insulators" + ] + } + } + }, + { + "query": "What are the 2010 publications referenced in the paper \"SUSY Constraints, Relic Density, and Very Early Universe\"?", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "SUSY Constraints, Relic Density, and Very Early Universe", + "2010 publications" + ] + } + } + }, + { + "query": "Show me research articles on detecting communities within signed social networks from the Formality domain.", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "Formality" + ], + "paper": [ + "detecting communities within signed social networks" + ] + } + } + }, + { + "query": "Which studies by Rhodia researchers focus on the concentration of silica nanoparticle dispersions?", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "Rhodia" + ], + "paper": [ + "concentration of silica nanoparticle dispersions" + ] + } + } + }, + { + "query": "Find publications that investigate the impact of upstream traffic data on the stabilization of traffic flow and have either cited or are cited by \"Multiple optimal current difference effect in the lattice traffic flow model\".", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "impact of upstream traffic data on the stabilization of traffic flow", + "Multiple optimal current difference effect in the lattice traffic flow model" + ] + } + } + }, + { + "query": "Find me other articles written by the co-authors of \"A Wideband Electrically Small Transient-State Antenna\" which delve into the topic of high-Q antennas.", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "A Wideband Electrically Small Transient-State Antenna", + "high-Q antennas" + ] + } + } + }, + { + "query": "Publications on high-power fiber lasers authored by Amada Co. researchers", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "Amada Co." + ], + "paper": [ + "high-power fiber lasers" + ] + } + } + }, + { + "query": "Search for articles related to credit events discussing credit contagion, focusing on the transmission of default risk among market participants.", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "credit events", + "credit contagion", + "default risk transmission among market participants" + ] + } + } + }, + { + "query": "Does any physics research from Queen Mary's College tackle multiple scientific cases?", + "answer": { + "Metapath": "institution -> author -> paper <- field_of_study", + "Restriction": { + "institution": [ + "Queen Mary's College" + ], + "field_of_study": [ + "physics" + ], + "paper": [ + "tackle multiple scientific cases" + ] + } + } + }, + { + "query": "Search for publications with a common author from \"A deep Chandra observation of the poor cluster AWM 4 - II. The role of the radio jets in enriching the intracluster medium\" that also focus on galaxy cluster research, specifically investigating techniques for estimating time delays to analyze the impact of radio jets on the enrichment of the intracluster medium.", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "A deep Chandra observation of the poor cluster AWM 4 - II. The role of the radio jets in enriching the intracluster medium", + "galaxy cluster research, specifically investigating techniques for estimating time delays to analyze the impact of radio jets on the enrichment of the intracluster medium" + ] + } + } + }, + { + "query": "Show me publications by Bruce A. Bushaw on the topic of nuclear charge radii in lithium isotopes.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "Bruce A. Bushaw" + ], + "paper": [ + "nuclear charge radii in lithium isotopes" + ] + } + } + }, + { + "query": "Show me publications by Luciano Piersanti that align theoretical models with observed elemental abundances in the Solar System.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "Luciano Piersanti" + ], + "paper": [ + "theoretical models with observed elemental abundances in the Solar System" + ] + } + } + }, + { + "query": "Can you source papers in the solar energy research field that have a shared coauthor with \"Boosting the power conversion efficiency of quantum dot sensitized solar cells via g-C3N4 modified TiO2 nanoparticles\", and feature discussions on a straightforward process for the creation of nitrogen-doped graphene aerogels akin to the procedures mentioned in the coauthor's work?", + "answer": { + "Metapath": "paper -> author -> paper <- field_of_study", + "Restriction": { + "paper": [ + "Boosting the power conversion efficiency of quantum dot sensitized solar cells via g-C3N4 modified TiO2 nanoparticles", + "a straightforward process for the creation of nitrogen-doped graphene aerogels akin to the procedures mentioned in the coauthor's work" + ], + "field_of_study": [ + "solar energy research" + ] + } + } + }, + { + "query": "Show me publications since 2015 from co-authors of 'A Variational Principle for the Axisymmetric Stability of Rotating Relativistic Stars' addressing black hole perturbations stability.", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "A Variational Principle for the Axisymmetric Stability of Rotating Relativistic Stars", + "since 2015", + "black hole perturbations stability" + ] + } + } + }, + { + "query": "Show me publications by Hiroyuki Ito related to adjustable MEMS inductors.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "Hiroyuki Ito" + ], + "paper": [ + "adjustable MEMS inductors" + ] + } + } + }, + { + "query": "Are there any Astrophysics papers from researchers at American University reporting on the findings of LIGO's second observational run?", + "answer": { + "Metapath": "institution -> author -> paper <- field_of_study", + "Restriction": { + "institution": [ + "American University" + ], + "paper": [ + "findings of LIGO's second observational run" + ], + "field_of_study": [ + "Astrophysics" + ] + } + } + }, + { + "query": "I'm looking for papers from 2017 that delve into ytterbium frequency, involve a co-author from \"Doppler-stabilized fiber link with 6 dB noise improvement below the classical limit,\" and are within the same research field as this paper.", + "answer": { + "Metapath": "paper -> author -> paper <- field_of_study", + "Restriction": { + "paper": [ + "Doppler-stabilized fiber link with 6 dB noise improvement below the classical limit", + "ytterbium frequency", + "2017" + ], + "field_of_study": [ + "same research field as Doppler-stabilized fiber link with 6 dB noise improvement below the classical limit" + ] + } + } + }, + { + "query": "What research papers discussing rapid measurement techniques were referenced in the study \"High-resolution optical spectrum characterization using optical channel estimation and spectrum stitching technique\"?", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "rapid measurement techniques", + "High-resolution optical spectrum characterization using optical channel estimation and spectrum stitching technique" + ] + } + } + }, + { + "query": "Are there any other papers from the authors of \"Nanosecond Microwave Semiconductor Switches for 258... 266 GHz\" that delve into the topic of frequency stability in high-power sub-THz gyrotrons?", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Nanosecond Microwave Semiconductor Switches for 258... 266 GHz", + "frequency stability in high-power sub-THz gyrotrons" + ] + } + } + }, + { + "query": "Find articles published in the 2013 edition of Optik journal by authors affiliated with Government Engineering College, Ajmer.", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "Government Engineering College, Ajmer" + ], + "paper": [ + "2013 edition of Optik journal" + ] + } + } + }, + { + "query": "Search for publications by Cc Ohm related to leptoquarks and their interaction with Standard Model processes.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "Cc Ohm" + ], + "paper": [ + "leptoquarks and their interaction with Standard Model processes" + ] + } + } + }, + { + "query": "List papers on Line Spread Function advancements for enhancing Modulation Transfer Function measurements at low frequencies.", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "Line Spread Function advancements", + "Modulation Transfer Function measurements at low frequencies" + ] + } + } + }, + { + "query": "Show me papers authored by individuals from the Ministry of Higher Education and Scientific Research discussing multi-scroll chaotic systems.", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "Ministry of Higher Education and Scientific Research" + ], + "paper": [ + "multi-scroll chaotic systems" + ] + } + } + }, + { + "query": "I'm looking for recent studies on the Electro-optic effect that focus on maximizing linear electro-optic responses. Specifically, I'm interested in papers that explore ways to optimize material parameters and device geometries to achieve global maxima in linear electro-optic effects.", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "Electro-optic effect" + ], + "paper": [ + "maximizing linear electro-optic responses", + "optimize material parameters and device geometries to achieve global maxima in linear electro-optic effects" + ] + } + } + }, + { + "query": "Looking for research papers affiliated with Najran University, discussing mid-infrared inter-band cascade lasers and focusing on band gap properties.", + "answer": { + "Metapath": "institution -> author -> paper <- field_of_study", + "Restriction": { + "institution": [ + "Najran University" + ], + "paper": [ + "mid-infrared inter-band cascade lasers", + "band gap properties" + ], + "field_of_study": [ + "mid-infrared inter-band cascade lasers", + "band gap properties" + ] + } + } + }, + { + "query": "Are there any publications from Universidad Aut\u00f3noma de San Luis Potos\u00ed focusing on Cantor multilayer structures within the Nanostructure sector?", + "answer": { + "Metapath": "institution -> author -> paper <- field_of_study", + "Restriction": { + "institution": [ + "Universidad Aut\u00f3noma de San Luis Potos\u00ed" + ], + "paper": [ + "Cantor multilayer structures" + ], + "field_of_study": [ + "Nanostructure" + ] + } + } + }, + { + "query": "Could you find some papers on transient heat transfer characteristics within the Boundary Topology discipline?", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "Boundary Topology" + ], + "paper": [ + "transient heat transfer characteristics" + ] + } + } + }, + { + "query": "Could you provide me with the papers by Ph. Pernod that focus on nanoscale pressure sensors?", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "Ph. Pernod" + ], + "paper": [ + "nanoscale pressure sensors" + ] + } + } + }, + { + "query": "Publications by Carlisle Companies authors on satellite instrumentation and space performance", + "answer": { + "Metapath": "institution -> author -> paper <- field_of_study", + "Restriction": { + "institution": [ + "Carlisle Companies" + ], + "paper": [ + "satellite instrumentation and space performance" + ], + "field_of_study": [ + "satellite", + "space performance" + ] + } + } + }, + { + "query": "Could you show me other works that delve into the fluid flow stability properties, which have referenced or have been referenced in \"Global stability analysis of the axisymmetric wake past a spinning bullet-shaped body\"?", + "answer": { + "Metapath": "paper -> paper -> paper", + "Restriction": { + "paper": [ + "Global stability analysis of the axisymmetric wake past a spinning bullet-shaped body", + "fluid flow stability properties" + ] + } + } + }, + { + "query": "Research papers on river water aging studies in Florida by Southwest Florida Water Management District", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "Southwest Florida Water Management District" + ], + "paper": [ + "river water aging studies in Florida" + ] + } + } + }, + { + "query": "I'm looking for papers co-authored by those who worked on \"Flat band in the core of topological defects: bulk-vortex correspondence in topological superfluids with Fermi points\". Additionally, they should be within the same domain and take into account dissipation within the context of q-theory. I'm particularly interested in exploring literature that expands upon or is inspired by this study, and specifically addresses dissipation in the theoretical schema.", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Flat band in the core of topological defects: bulk-vortex correspondence in topological superfluids with Fermi points", + "within the same domain and take into account dissipation within the context of q-theory", + "exploring literature that expands upon or is inspired by this study, and specifically addresses dissipation in the theoretical schema" + ] + } + } + }, + { + "query": "Show me publications by Yu. Ya. Tomka focused on the optical properties investigation in biological tissues.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "Yu. Ya. Tomka" + ], + "paper": [ + "optical properties investigation in biological tissues" + ] + } + } + }, + { + "query": "Find other publications by the authors of \"LONG-TERM MEASUREMENTS OF THORON, ITS AIRBORNE PROGENY AND RADON IN 205 DWELLINGS IN IRELAND\" that explore the variances in calculating dose conversion factors for radon.", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "LONG-TERM MEASUREMENTS OF THORON, ITS AIRBORNE PROGENY AND RADON IN 205 DWELLINGS IN IRELAND", + "variances in calculating dose conversion factors for radon" + ] + } + } + }, + { + "query": "Recent publications on evaporation rate studies by IFSTTAR authors", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "IFSTTAR" + ], + "paper": [ + "evaporation rate studies" + ] + } + } + }, + { + "query": "Papers on the impact of added interactions on dynamic ordering within simulated magnetic systems authored by Georgia Regents University researchers", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "Georgia Regents University" + ], + "paper": [ + "impact of added interactions on dynamic ordering within simulated magnetic systems" + ] + } + } + }, + { + "query": "Does the Japan Atomic Energy Research Institute have any publications exploring band topology in semimetals, particularly those involving Cerium?", + "answer": { + "Metapath": "institution -> author -> paper <- field_of_study", + "Restriction": { + "institution": [ + "Japan Atomic Energy Research Institute" + ], + "paper": [ + "band topology in semimetals", + "involving Cerium" + ], + "field_of_study": [ + "band topology", + "semimetals", + "Cerium" + ] + } + } + }, + { + "query": "Search for articles on Amplitude Amplification techniques for Phase Fluctuation Mitigation in Brillouin Optic Time-Domain Analysis Sensors.", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "Amplitude Amplification", + "Phase Fluctuation Mitigation", + "Brillouin Optic Time-Domain Analysis Sensors" + ], + "paper": [ + "Amplitude Amplification techniques for Phase Fluctuation Mitigation in Brillouin Optic Time-Domain Analysis Sensors" + ] + } + } + }, + { + "query": "Show me publications from the co-authors of \"Epsilon-near-zero metamaterials for tailoring ultrashort pulses\" that also delve into the propagation properties of electromagnetic waves.", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Epsilon-near-zero metamaterials for tailoring ultrashort pulses", + "propagation properties of electromagnetic waves" + ] + } + } + }, + { + "query": "Show me publications by Javier Castilla focusing on the measurement of neutron energy spectra for insights into particle measurement research.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "Javier Castilla" + ], + "paper": [ + "measurement of neutron energy spectra for insights into particle measurement research" + ] + } + } + }, + { + "query": "Please show me a collection of research articles focused on the assessment of energy efficiency in ozone generation within the field of energy units.", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "energy units" + ], + "paper": [ + "assessment of energy efficiency in ozone generation" + ] + } + } + }, + { + "query": "Are there any 2018 publications by researchers from Miami Dade College that discuss findings on vacuum stability?", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "Miami Dade College" + ], + "paper": [ + "2018", + "vacuum stability" + ] + } + } + }, + { + "query": "Are there any papers by Toowoomba Hospital researchers on the application of air gaps in diodes to maintain constant sensitivity in small field dosimetry?", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "Toowoomba Hospital" + ], + "paper": [ + "application of air gaps in diodes to maintain constant sensitivity in small field dosimetry" + ] + } + } + }, + { + "query": "Are there any articles related to Chromium and Cobalt co-doped Tin Oxide nanoparticles, sharing a co-author with \"Influence of Co co-doping on structural, optical and magnetic properties of SnO2:Cr nanoparticles,\" and focusing on similar research areas?", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Influence of Co co-doping on structural, optical and magnetic properties of SnO2:Cr nanoparticles", + "Chromium and Cobalt co-doped Tin Oxide nanoparticles, focusing on similar research areas" + ] + } + } + }, + { + "query": "Are there any articles from Carleton College that examine extended gravitational wave signals from GW170817, specifically in the context of Neutron stars?", + "answer": { + "Metapath": "institution -> author -> paper <- field_of_study", + "Restriction": { + "institution": [ + "Carleton College" + ], + "paper": [ + "extended gravitational wave signals from GW170817" + ], + "field_of_study": [ + "Neutron stars" + ] + } + } + }, + { + "query": "Can you find me the papers cited in \"Superconducting Fault Current Limiter optimized design\" that also include discussions of an SFCL tested in 2012?", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "Superconducting Fault Current Limiter optimized design", + "SFCL tested in 2012" + ] + } + } + }, + { + "query": "Papers analyzing cosmological parameters with WMAP data cited in 'Emerging Universe from Scale Invariance'", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "cosmological parameters with WMAP data", + "Emerging Universe from Scale Invariance" + ] + } + } + }, + { + "query": "Show me papers by coauthors of 'Projected total energy surface description for axial shape asymmetry in 172 W' that further discuss projected total energy surface methodologies.", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Projected total energy surface description for axial shape asymmetry in 172 W", + "projected total energy surface methodologies" + ] + } + } + }, + { + "query": "Show me publications by Geun-Beom Kim on the topic of ridge filter design.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "Geun-Beom Kim" + ], + "paper": [ + "ridge filter design" + ] + } + } + }, + { + "query": "Could you list some papers related to One-time password proposing enhanced three-party key agreement protocols?", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "One-time password", + "three-party key agreement protocols" + ] + } + } + }, + { + "query": "Show me publications by Dmitri Vassilevich on the topic of gravitational parity anomalies.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "Dmitri Vassilevich" + ], + "paper": [ + "gravitational parity anomalies" + ] + } + } + }, + { + "query": "Can you list the papers written by the co-authors of \"Effects of Simulated Microgravity on Otolith Growth of Larval Zebrafish using a Rotating-Wall Vessel: Appropriate Rotation Speed and Fish Developmental Stage,\" where they explore the impact of UV radiation on the growth or development of different plant types?", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Effects of Simulated Microgravity on Otolith Growth of Larval Zebrafish using a Rotating-Wall Vessel: Appropriate Rotation Speed and Fish Developmental Stage", + "impact of UV radiation on the growth or development of different plant types" + ] + } + } + }, + { + "query": "Can you find me papers on convective heat transfer that have either cited or were impacted by the study titled \"Mathematical modeling of the laminar regime of conjugate convective heat transfer in an enclosure with an energy source under surface-radiation conditions\"?", + "answer": { + "Metapath": "paper -> paper", + "Restriction": { + "paper": [ + "convective heat transfer", + "Mathematical modeling of the laminar regime of conjugate convective heat transfer in an enclosure with an energy source under surface-radiation conditions" + ] + } + } + }, + { + "query": "Show me publications by M. Gely related to charge localization studies.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "M. Gely" + ], + "paper": [ + "charge localization studies" + ] + } + } + }, + { + "query": "Could you locate articles that have a shared author with the paper \"Structure Evolution in the Even-Even 124-134 Xe with IBM2\", discuss structure evolution in 124-134Xe isotopes in a similar manner, and are in the same domain of nuclear structure research?", + "answer": { + "Metapath": "paper -> author -> paper <- field_of_study", + "Restriction": { + "paper": [ + "Structure Evolution in the Even-Even 124-134 Xe with IBM2", + "structure evolution in 124-134Xe isotopes in a similar manner" + ], + "field_of_study": [ + "nuclear structure research" + ] + } + } + }, + { + "query": "Are there any research papers published by the scholars of Universidad del Istmo in 2015 on the topic of the null-screen method for determining fast convex aspheres?", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "Universidad del Istmo" + ], + "paper": [ + "null-screen method for determining fast convex aspheres", + "published in 2015" + ] + } + } + }, + { + "query": "Are there any research papers from Hebei University of Science and Technology about stick-slip phenomena in relation to Classical Mechanics?", + "answer": { + "Metapath": "institution -> author -> paper <- field_of_study", + "Restriction": { + "institution": [ + "Hebei University of Science and Technology" + ], + "paper": [ + "stick-slip phenomena" + ], + "field_of_study": [ + "Classical Mechanics" + ] + } + } + }, + { + "query": "Are there any 2014 papers in the same field as \"Cosmological constant and vacuum energy: old and new ideas,\" sharing at least one coauthor, and discussing inflationary cosmological scenarios?", + "answer": { + "Metapath": "paper -> field_of_study -> paper -> author -> paper", + "Restriction": { + "paper": [ + "Cosmological constant and vacuum energy: old and new ideas", + "2014", + "inflationary cosmological scenarios" + ] + } + } + }, + { + "query": "Search for publications from the University of Rouen on surface waves detailing a vector ray scattering model.", + "answer": { + "Metapath": "institution -> author -> paper <- field_of_study", + "Restriction": { + "institution": [ + "University of Rouen" + ], + "paper": [ + "detailing a vector ray scattering model" + ], + "field_of_study": [ + "surface waves" + ] + } + } + }, + { + "query": "Could you show me some papers on Arxiv that delve into the topic of natural circulation behavior and instabilities in steam drums?", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "natural circulation behavior", + "instabilities in steam drums" + ] + } + } + }, + { + "query": "Show publications by Parul Garg on assessing communication techniques across multi-link free space optical channels", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "Parul Garg" + ], + "paper": [ + "assessing communication techniques across multi-link free space optical channels" + ] + } + } + }, + { + "query": "I'm looking for papers that have at least one shared author with \"On thermalization of a boost-invariant non-Abelian plasma\". They should be from the same academic field and discuss innovative holographic model-derived QCD relations. Comparing these papers might shed light on further advancements and applications derived from the foundational research noted in the initial article.", + "answer": { + "Metapath": "paper -> author -> paper <- field_of_study", + "Restriction": { + "paper": [ + "On thermalization of a boost-invariant non-Abelian plasma", + "innovative holographic model-derived QCD relations" + ], + "field_of_study": [ + "QCD", + "holographic model", + "plasma physics" + ] + } + } + }, + { + "query": "Are there any publications from Ericsson Mobile Communications looking into the problem of pixel crosstalk in mobile displays?", + "answer": { + "Metapath": "institution -> author -> paper", + "Restriction": { + "institution": [ + "Ericsson Mobile Communications" + ], + "paper": [ + "pixel crosstalk in mobile displays" + ] + } + } + }, + { + "query": "Show me publications by Huihai Wang on the topic of fractional-order dynamics analysis.", + "answer": { + "Metapath": "author -> paper", + "Restriction": { + "author": [ + "Huihai Wang" + ], + "paper": [ + "fractional-order dynamics analysis" + ] + } + } + }, + { + "query": "What are the papers cited by \"Non-parametric reconstruction of cosmological matter perturbations\" that also delve into the topic of reconstructing the universe's expansion history without making any assumptions about dark energy?", + "answer": { + "Metapath": "paper -> paper <- field_of_study", + "Restriction": { + "paper": [ + "Non-parametric reconstruction of cosmological matter perturbations", + "reconstructing the universe's expansion history without making any assumptions about dark energy" + ], + "field_of_study": [ + "cosmology", + "universe's expansion history", + "dark energy" + ] + } + } + }, + { + "query": "What are the papers referenced in \"Temperature-Driven Gapless Topological Insulator\" that also delve into the topic of inter-electron interaction influenced topological states of matter?", + "answer": { + "Metapath": "paper -> paper <- field_of_study", + "Restriction": { + "paper": [ + "Temperature-Driven Gapless Topological Insulator", + "inter-electron interaction influenced topological states of matter" + ], + "field_of_study": [ + "topological states of matter", + "inter-electron interaction" + ] + } + } + }, + { + "query": "Are there any publications from 2015 with shared authors from the \"Experimental Study of Inductive Pulsed Power Supply Based on Multiple HTSPPT Modules\", focusing on the same subject area, which also discuss measurements related to a cylindrical linear synchronous motor using YBCO bulk magnets?", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Experimental Study of Inductive Pulsed Power Supply Based on Multiple HTSPPT Modules", + "measurements related to a cylindrical linear synchronous motor using YBCO bulk magnets", + "publications from 2015" + ] + } + } + }, + { + "query": "Are there any articles co-authored by an author of \"Atmospheric-ionospheric disturbances following the April 2015 Calbuco volcano from GPS and OMI observations\", that also delve into the study of ionospheric anomalies triggered by volcanic eruptions?", + "answer": { + "Metapath": "paper -> author -> paper", + "Restriction": { + "paper": [ + "Atmospheric-ionospheric disturbances following the April 2015 Calbuco volcano from GPS and OMI observations", + "ionospheric anomalies triggered by volcanic eruptions" + ] + } + } + }, + { + "query": "Does any research from Aliah University explore the topic of cosmological compact stars within Astrophysics?", + "answer": { + "Metapath": "institution -> author -> paper <- field_of_study", + "Restriction": { + "institution": [ + "Aliah University" + ], + "paper": [ + "cosmological compact stars" + ], + "field_of_study": [ + "Astrophysics" + ] + } + } + }, + { + "query": "Show me research articles related to the study of mass transfer involving carbon dioxide bubbles in the context of purified water.", + "answer": { + "Metapath": "field_of_study -> paper", + "Restriction": { + "field_of_study": [ + "mass transfer", + "carbon dioxide bubbles", + "purified water" + ], + "paper": [ + "study of mass transfer involving carbon dioxide bubbles in the context of purified water" + ] + } + } + } +] \ No newline at end of file diff --git a/Planning/data/finetune/mag/llama_ft.jsonl b/Planning/data/finetune/mag/llama_ft.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..86485c1c833e0caafcd48cb9de5927726a3f196a --- /dev/null +++ b/Planning/data/finetune/mag/llama_ft.jsonl @@ -0,0 +1,1000 @@ +{"conversations": [{"role": "user", "content": "Could you find research articles on the measurement of radioactive gallium isotopes disintegration rates?"}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['radioactive gallium isotopes disintegration rates']}}"}]} +{"conversations": [{"role": "user", "content": "What research on water absorption in different frequency ranges have been referenced or deemed significant in the paper entitled 'High-resolution terahertz atmospheric water vapor continuum measurements'?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['water absorption in different frequency ranges', 'High-resolution terahertz atmospheric water vapor continuum measurements']}}"}]} +{"conversations": [{"role": "user", "content": "Publications by Point Park University authors on stellar populations in tidal tails"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['Point Park University'], 'paper': ['stellar populations in tidal tails']}}"}]} +{"conversations": [{"role": "user", "content": "Show me publications by A.J. Turvey on the topic of supersymmetry particle searches."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['A.J. Turvey'], 'paper': ['supersymmetry particle searches']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any published papers from Namik Kemal University researchers regarding the source apportionment of particulate matter?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['Namik Kemal University'], 'paper': ['source apportionment of particulate matter']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any papers with a shared author as \"Oscillatory motion of a viscoelastic fluid within a spherical cavity\", that also delve into its same area of study, particularly focusing on the motion effects of vitreous humor, mirroring this paper's analysis of fluid motion?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Oscillatory motion of a viscoelastic fluid within a spherical cavity', \"motion effects of vitreous humor, mirroring this paper's analysis of fluid motion\"]}}"}]} +{"conversations": [{"role": "user", "content": "Are there any publications by M. Rosticher on the potential use of 2D black phosphorus in optoelectronics?"}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['M. Rosticher'], 'paper': ['potential use of 2D black phosphorus in optoelectronics']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any research papers linked to Allama Iqbal Open University on the subject of meson interactions within the proton field?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper <- field_of_study', 'Restriction': {'institution': ['Allama Iqbal Open University'], 'paper': ['meson interactions within the proton field'], 'field_of_study': ['meson interactions', 'proton field']}}"}]} +{"conversations": [{"role": "user", "content": "What are the related articles that reference or are referenced by \"Improved performance of multilayer InAs/GaAs quantum-dot solar cells using a high-growth-temperature GaAs spacer layer\" in the context of studying quantum dot solar cell characteristics?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper <- field_of_study', 'Restriction': {'paper': ['Improved performance of multilayer InAs/GaAs quantum-dot solar cells using a high-growth-temperature GaAs spacer layer', 'quantum dot solar cell characteristics'], 'field_of_study': ['quantum dot solar cells']}}"}]} +{"conversations": [{"role": "user", "content": "2018 publications on simulated acoustic cell separation from Sharif University of Technology researchers in the field of Flow psychology?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper <- field_of_study', 'Restriction': {'institution': ['Sharif University of Technology'], 'paper': ['2018', 'simulated acoustic cell separation'], 'field_of_study': ['Flow psychology']}}"}]} +{"conversations": [{"role": "user", "content": "Does the University of Aberdeen have any publications on multiscale networks within the realm of wavelet analysis?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper <- field_of_study', 'Restriction': {'institution': ['University of Aberdeen'], 'paper': ['multiscale networks'], 'field_of_study': ['wavelet analysis']}}"}]} +{"conversations": [{"role": "user", "content": "What other studies about the development of FeSe single crystals have referenced the paper titled \"Synthesis of large FeSe superconductor crystals via ion release/introduction and property characterization\"?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['Synthesis of large FeSe superconductor crystals via ion release/introduction and property characterization', 'development of FeSe single crystals']}}"}]} +{"conversations": [{"role": "user", "content": "Can you show me the papers citing or cited by \"Suppression of cyclotron instability in Electron Cyclotron Resonance ion sources by two-frequency heating\" that detail amplifier design?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['Suppression of cyclotron instability in Electron Cyclotron Resonance ion sources by two-frequency heating', 'amplifier design']}}"}]} +{"conversations": [{"role": "user", "content": "Does the University of Nevada, Reno have any publications discussing statistical analysis of magnetic field results from laser experiments in the field of Statistical assumption?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper <- field_of_study', 'Restriction': {'institution': ['University of Nevada, Reno'], 'paper': ['statistical analysis of magnetic field results from laser experiments'], 'field_of_study': ['Statistical assumption']}}"}]} +{"conversations": [{"role": "user", "content": "Show me papers by University of Magallanes researchers on storm recovery models."}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['University of Magallanes'], 'paper': ['storm recovery models']}}"}]} +{"conversations": [{"role": "user", "content": "Does Northern Michigan University have any research studies on observables and coefficients of Lorentz violation in Quantum electrodynamics?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['Northern Michigan University'], 'paper': ['observables and coefficients of Lorentz violation in Quantum electrodynamics']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any publications from Pabna University of Science & Technology exploring the properties of TiX2 compounds?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['Pabna University of Science & Technology'], 'paper': ['properties of TiX2 compounds']}}"}]} +{"conversations": [{"role": "user", "content": "Show me research articles on the association of quasi-periodic oscillations (QPOs) with noise in celestial bodies within the context of Bicoherence."}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['oscillations', 'physics'], 'paper': ['association of quasi-periodic oscillations (QPOs) with noise in celestial bodies within the context of Bicoherence']}}"}]} +{"conversations": [{"role": "user", "content": "What other research articles related to force-free magnetic field modeling in spherical geometry have referenced or been referenced by \"Modeling Magnetic Field Structure of a Solar Active Region Corona Using Nonlinear Force-free Fields in Spherical Geometry\"?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['force-free magnetic field modeling in spherical geometry', 'Modeling Magnetic Field Structure of a Solar Active Region Corona Using Nonlinear Force-free Fields in Spherical Geometry']}}"}]} +{"conversations": [{"role": "user", "content": "Stellar rotation period studies published by Library of Congress researchers"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['Library of Congress'], 'paper': ['stellar rotation period studies']}}"}]} +{"conversations": [{"role": "user", "content": "Which academic articles authored by Woodward, Inc. researchers delve into the impact of gamma radiation on piezoelectric reactions?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['Woodward, Inc.'], 'paper': ['impact of gamma radiation on piezoelectric reactions']}}"}]} +{"conversations": [{"role": "user", "content": "Find papers on phosphor coating on silicon solar cells authored by researchers from the Indian Ministry of Communications and Information Technology."}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['Indian Ministry of Communications and Information Technology'], 'paper': ['phosphor coating on silicon solar cells']}}"}]} +{"conversations": [{"role": "user", "content": "Papers on rain attenuation and site diversity forecasts authored by scientists from Ladoke Akintola University of Technology."}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['Ladoke Akintola University of Technology'], 'paper': ['rain attenuation and site diversity forecasts']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any research studies from Guangxi Normal University related to inelastic nuclear physics, particularly focusing on parton scattering experiments?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper <- field_of_study', 'Restriction': {'institution': ['Guangxi Normal University'], 'paper': ['parton scattering experiments'], 'field_of_study': ['inelastic nuclear physics']}}"}]} +{"conversations": [{"role": "user", "content": "What are the papers discussing almost identical, entangled photon frequency modes referenced in the paper \"Design considerations for high-purity heralded single-photon sources\"?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['almost identical, entangled photon frequency modes', 'Design considerations for high-purity heralded single-photon sources']}}"}]} +{"conversations": [{"role": "user", "content": "Can you show me the publications from coauthors of \"A new model and solutions for a spiral heat exchanger and its experimental validation\" that propose algorithms for the analysis of spiral heat exchangers or further develop the methods from that paper?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['A new model and solutions for a spiral heat exchanger and its experimental validation', 'propose algorithms for the analysis of spiral heat exchangers or further develop the methods from that paper']}}"}]} +{"conversations": [{"role": "user", "content": "Which experimental studies and papers were referenced in the research \"Effect of the band structure topology on the minimal conductivity for bilayer graphene with symmetry breaking\", particularly those involving the observation of bilayer graphene?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['Effect of the band structure topology on the minimal conductivity for bilayer graphene with symmetry breaking', 'observation of bilayer graphene']}}"}]} +{"conversations": [{"role": "user", "content": "Show me the publications by co-authors of the paper \"Adsorption of finite polymers in different thermodynamic ensembles,\" specifically those focusing on phase transitions in spin models or related subjects."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Adsorption of finite polymers in different thermodynamic ensembles', 'phase transitions in spin models or related subjects']}}"}]} +{"conversations": [{"role": "user", "content": "Does Alexandria University have any papers studying indentation hardness and other mechanical properties in the context of hardness testing?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper <- field_of_study', 'Restriction': {'institution': ['Alexandria University'], 'paper': ['indentation hardness and other mechanical properties in the context of hardness testing'], 'field_of_study': ['hardness testing']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any studies from Hajee Mohammad Danesh Science & Technology University exploring ion-acoustic solitary waves and double layers in the electron field?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper <- field_of_study', 'Restriction': {'institution': ['Hajee Mohammad Danesh Science & Technology University'], 'paper': ['ion-acoustic solitary waves and double layers in the electron field'], 'field_of_study': ['ion-acoustic solitary waves', 'double layers', 'electron field']}}"}]} +{"conversations": [{"role": "user", "content": "Seeking studies that assess cosmological parameters through galaxy clustering, specifically by analyzing redshift-space distortions akin to the approach in \"The clustering of the SDSS-IV extended Baryon Oscillation Spectroscopic Survey DR14 quasar sample: measuring the evolution of the growth rate using redshift-space distortions between redshift 0.8 and 2.2\"."}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['cosmological parameters through galaxy clustering', 'analyzing redshift-space distortions', 'The clustering of the SDSS-IV extended Baryon Oscillation Spectroscopic Survey DR14 quasar sample: measuring the evolution of the growth rate using redshift-space distortions between redshift 0.8 and 2.2']}}"}]} +{"conversations": [{"role": "user", "content": "Show me research papers concerning the combination of polymer dispersed liquid crystals and luminescent solar concentrators in the Luminophore field."}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['Luminophore'], 'paper': ['combination of polymer dispersed liquid crystals and luminescent solar concentrators']}}"}]} +{"conversations": [{"role": "user", "content": "Physics papers by St. Berchmans College on characterizing cobalt crystals grown in 2010"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper <- field_of_study', 'Restriction': {'institution': ['St. Berchmans College'], 'paper': ['characterizing cobalt crystals grown in 2010'], 'field_of_study': ['physics']}}"}]} +{"conversations": [{"role": "user", "content": "I'm looking for papers from around 2016 that have a shared author with \"Scene-based nonuniformity correction based on bilateral filter with reduced ghosting\". They should be in the same field of study and suggest an IR imaging noise correction algorithm similar to the one mentioned in the specified paper."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper <- field_of_study', 'Restriction': {'paper': ['Scene-based nonuniformity correction based on bilateral filter with reduced ghosting', 'IR imaging noise correction algorithm'], 'field_of_study': ['IR imaging', 'noise correction'], 'year': ['2016']}}"}]} +{"conversations": [{"role": "user", "content": "Could you search for papers in the field of thermal stress birefringence lenses that were authored by someone who also contributed to \"Lens design with reduced sensitivity to thermally induced stress birefringence\"?"}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper -> author -> paper', 'Restriction': {'field_of_study': ['thermal stress birefringence lenses'], 'paper': ['Lens design with reduced sensitivity to thermally induced stress birefringence']}}"}]} +{"conversations": [{"role": "user", "content": "Search for articles on the topic of communication difficulties in the description of nanofoods and taste experiences within the wine tasting domain."}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['communication difficulties', 'nanofoods', 'taste experiences', 'wine tasting'], 'paper': ['communication difficulties in the description of nanofoods and taste experiences within the wine tasting domain']}}"}]} +{"conversations": [{"role": "user", "content": "Could you find articles related to auditory impairment investigating how spatial distancing influences masking across diverse auditory profiles?"}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['auditory impairment', 'spatial distancing', 'masking', 'auditory profiles']}}"}]} +{"conversations": [{"role": "user", "content": "Does University College West have any papers related to magnetic flux that also discuss the effects of nanoscale oscillations?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper <- field_of_study', 'Restriction': {'institution': ['University College West'], 'paper': ['effects of nanoscale oscillations'], 'field_of_study': ['magnetic flux']}}"}]} +{"conversations": [{"role": "user", "content": "Does Arxiv have any chemical engineering papers from the University of Mentouri regarding porous co-doped nanoparticles?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['University of Mentouri'], 'paper': ['chemical engineering', 'porous co-doped nanoparticles']}}"}]} +{"conversations": [{"role": "user", "content": "Please locate articles with the same co-author as \"Mechanism for radiative recombination and defect properties of GaP/GaNP core/shell nanowires\", that also belong to the same research domain, and investigate the phenomena of spin filtering in III-V semiconductor nanowires."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper <- field_of_study', 'Restriction': {'paper': ['Mechanism for radiative recombination and defect properties of GaP/GaNP core/shell nanowires', 'spin filtering in III-V semiconductor nanowires'], 'field_of_study': ['III-V semiconductor nanowires']}}"}]} +{"conversations": [{"role": "user", "content": "2015 Physics papers discussing fermions from Loyola University New Orleans on Arxiv"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper <- field_of_study', 'Restriction': {'institution': ['Loyola University New Orleans'], 'paper': ['2015', 'Arxiv'], 'field_of_study': ['Physics', 'fermions']}}"}]} +{"conversations": [{"role": "user", "content": "Could you locate studies that examine passivation films for quantum dot solar cells, with a shared coauthor from a paper titled \"Formation of Porous Titanium Film and Its Application to Counter Electrode for Dye-Sensitized Solar Cell\" and belonging to the same discipline exploring effective passivation methods for quantum dot photovoltaics?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Formation of Porous Titanium Film and Its Application to Counter Electrode for Dye-Sensitized Solar Cell', 'passivation films for quantum dot solar cells', 'effective passivation methods for quantum dot photovoltaics']}}"}]} +{"conversations": [{"role": "user", "content": "Which publications from B.M.S. Institute of Technology authors focus on examining photocatalytic properties for the discovery of novel materials and their potential uses?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['B.M.S. Institute of Technology'], 'paper': ['examining photocatalytic properties for the discovery of novel materials and their potential uses']}}"}]} +{"conversations": [{"role": "user", "content": "Show me the publications by Moritz M\u00fcnchmeyer that discuss methods for rebuilding CMB dipole and quadrupole fields."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['Moritz M\u00fcnchmeyer'], 'paper': ['methods for rebuilding CMB dipole and quadrupole fields']}}"}]} +{"conversations": [{"role": "user", "content": "Publications on human detection of polarized light patterns authored by Warwick Hospital researchers"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['Warwick Hospital'], 'paper': ['human detection of polarized light patterns']}}"}]} +{"conversations": [{"role": "user", "content": "Look for papers that have a common coauthor with \"Efficient Iterative Integral Technique for Computation of Fields in Electric Machines with Rotor Eccentricity\", that are in the same research area, and that also undertake analysis of nonlinear machine fields similar to this 2012 study."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Efficient Iterative Integral Technique for Computation of Fields in Electric Machines with Rotor Eccentricity', 'analysis of nonlinear machine fields similar to this 2012 study']}}"}]} +{"conversations": [{"role": "user", "content": "Please show me publications by N. L. Seed on enhancing pattern reconstructions using phase-seeded point holograms."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['N. L. Seed'], 'paper': ['enhancing pattern reconstructions using phase-seeded point holograms']}}"}]} +{"conversations": [{"role": "user", "content": "Could you show me any papers that reference \"Log-correlated random-energy models with extensive free-energy fluctuations: Pathologies caused by rare events as signatures of phase transitions\" and also delve into the extreme value statistics of fractional Brownian motion in line with the topics discussed in this important study?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['Log-correlated random-energy models with extensive free-energy fluctuations: Pathologies caused by rare events as signatures of phase transitions', 'extreme value statistics of fractional Brownian motion in line with the topics discussed in this important study']}}"}]} +{"conversations": [{"role": "user", "content": "Find papers discussing fusion rocket propulsion for asteroid deflection or analyzing the practicality of fusion-powered engines, referencing \"A New Vision for Fusion Energy Research: Fusion Rocket Engines for Planetary Defense\"."}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['fusion rocket propulsion for asteroid deflection', 'analyzing the practicality of fusion-powered engines', 'A New Vision for Fusion Energy Research: Fusion Rocket Engines for Planetary Defense']}}"}]} +{"conversations": [{"role": "user", "content": "Show publications by Colin McGinty on the topic of uncooled thermal imaging cameras."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['Colin McGinty'], 'paper': ['uncooled thermal imaging cameras']}}"}]} +{"conversations": [{"role": "user", "content": "Find publications from the coauthors of \"The Song of the Singing Rod\" that showcase demonstrations of time reversal communication through pipes and walls, dating back to 2016?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['The Song of the Singing Rod', 'demonstrations of time reversal communication through pipes and walls, dating back to 2016']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for publications on efficient algorithm development for fiber vibration sensing within Derivation methods."}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['Derivation methods'], 'paper': ['efficient algorithm development for fiber vibration sensing']}}"}]} +{"conversations": [{"role": "user", "content": "Hideyuki Takakura publications on predicting energy output using weather data"}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['Hideyuki Takakura'], 'paper': ['predicting energy output using weather data']}}"}]} +{"conversations": [{"role": "user", "content": "Can you show me the papers written by the co-authors of \"Novel patterning of CdS / CdTe thin film with back contacts for photovoltaic application\" which also delve into the topic of patterned thin films in solar cell applications?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Novel patterning of CdS / CdTe thin film with back contacts for photovoltaic application', 'patterned thin films in solar cell applications']}}"}]} +{"conversations": [{"role": "user", "content": "Could you find any 2017 papers discussing quantum fluctuations that were authored by Xiao-Jing Wei?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> field_of_study -> paper <- author', 'Restriction': {'paper': ['2017'], 'field_of_study': ['quantum fluctuations'], 'author': ['Xiao-Jing Wei']}}"}]} +{"conversations": [{"role": "user", "content": "Can you show me the articles from 2010 that have either referenced or were referenced by the study titled \"The Bolocam Galactic Plane Survey: \u03bb = 1.1 and 0.35 mm dust continuum emission in the Galactic center region\"?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['The Bolocam Galactic Plane Survey: \u03bb = 1.1 and 0.35 mm dust continuum emission in the Galactic center region', 'articles from 2010']}}"}]} +{"conversations": [{"role": "user", "content": "Can you locate publications in high-field cryomagnet design for neutron diffraction experiments, specifically those involving a high-field cryomagnet, which also involve a collaborator from \"The French High Magnetic Field Facility\"?"}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper -> author -> institution', 'Restriction': {'field_of_study': ['high-field cryomagnet design', 'neutron diffraction experiments'], 'paper': ['high-field cryomagnet'], 'institution': ['The French High Magnetic Field Facility']}}"}]} +{"conversations": [{"role": "user", "content": "Physics papers from Korea Science Academy of KAIST on Titan's haze feature"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper <- field_of_study', 'Restriction': {'institution': ['Korea Science Academy of KAIST'], 'paper': [\"Titan's haze feature\"], 'field_of_study': ['physics']}}"}]} +{"conversations": [{"role": "user", "content": "Can you find papers authored by the researchers who developed ways to identify network motifs in expanding networks, similar to the approach in their co-authored work, \"Identifying emerging motif in growing networks\"?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Identifying emerging motif in growing networks', 'ways to identify network motifs in expanding networks']}}"}]} +{"conversations": [{"role": "user", "content": "Can you find research papers that implemented micro-texturing methods comparable to the ones used in \"High-efficiency microcrystalline silicon solar cells on honeycomb textured substrates grown with high-rate VHF plasma-enhanced chemical vapor deposition\"? These papers should have also been referenced in subsequent studies investigating the efficiency of textured substrates for solar cells."}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper -> paper', 'Restriction': {'paper': ['High-efficiency microcrystalline silicon solar cells on honeycomb textured substrates grown with high-rate VHF plasma-enhanced chemical vapor deposition', 'micro-texturing methods comparable', 'efficiency of textured substrates for solar cells']}}"}]} +{"conversations": [{"role": "user", "content": "Which publications from M. Kumarasamy College of Engineering authors focus on studying the properties of materials?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['M. Kumarasamy College of Engineering'], 'paper': ['studying the properties of materials']}}"}]} +{"conversations": [{"role": "user", "content": "Can you find me papers published in 2013 in the field of astroparticle physics that either cite or are cited by \"Effects of kination and scalar-tensor cosmologies on sterile neutrinos\"?"}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper -> paper', 'Restriction': {'field_of_study': ['astroparticle physics'], 'paper': ['published in 2013', 'Effects of kination and scalar-tensor cosmologies on sterile neutrinos']}}"}]} +{"conversations": [{"role": "user", "content": "Which publications from Netaji Subhas Institute of Technology authors discuss cosmological models involving strings and magnetic fields?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['Netaji Subhas Institute of Technology'], 'paper': ['cosmological models involving strings and magnetic fields']}}"}]} +{"conversations": [{"role": "user", "content": "Show me 2018 publications discussing the application of gallium oxide in CIGS layers."}, {"role": "assistant", "content": "{'Metapath': 'paper', 'Restriction': {'paper': ['2018', 'application of gallium oxide in CIGS layers']}}"}]} +{"conversations": [{"role": "user", "content": "Show me publications by S.A. Nikitin on methods for measuring beam energy."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['S.A. Nikitin'], 'paper': ['methods for measuring beam energy']}}"}]} +{"conversations": [{"role": "user", "content": "Search for publications by Hyron Spinrad focusing on Lyman-alpha emission in galaxies at redshift approximately 7."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['Hyron Spinrad'], 'paper': ['Lyman-alpha emission in galaxies at redshift approximately 7']}}"}]} +{"conversations": [{"role": "user", "content": "Show me publications by M. F. de Andrade that study the interactions of monomers within a lattice structure."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['M. F. de Andrade'], 'paper': ['interactions of monomers within a lattice structure']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any publications by scholars from Honolulu Community College on the topic of recurrent coronal jets observed in 2013?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['Honolulu Community College'], 'paper': ['recurrent coronal jets observed in 2013']}}"}]} +{"conversations": [{"role": "user", "content": "Does the European Bioinformatics Institute have any publications investigating energy-efficient data collection methods in Phaser-based crystallography research?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['European Bioinformatics Institute'], 'paper': ['energy-efficient data collection methods in Phaser-based crystallography research']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any publications by Sumit Ashtekar which focus on investigating the cooperative rearrangements in glass influenced by temperature variations?"}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['Sumit Ashtekar'], 'paper': ['investigating the cooperative rearrangements in glass influenced by temperature variations']}}"}]} +{"conversations": [{"role": "user", "content": "Can you provide other papers citing or being cited by \"Multi-photon entanglement in high dimensions\" which exhibit a large-scale violation of Bell inequalities?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['Multi-photon entanglement in high dimensions', 'large-scale violation of Bell inequalities']}}"}]} +{"conversations": [{"role": "user", "content": "Show me publications from Lincoln University (Pennsylvania) researchers regarding the quantification of tissue components using innovative CT scanner technology."}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['Lincoln University (Pennsylvania)'], 'paper': ['quantification of tissue components using innovative CT scanner technology']}}"}]} +{"conversations": [{"role": "user", "content": "Could you locate studies where a common coauthor contributed to \"Anomalous Hall effects in Co2FeSi Heusler compound films and Co2FeSi-Al2O3 granular films\", that also explore the field of charge transport mechanisms similarly, and delve into the investigation of these transport mechanisms?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper <- field_of_study', 'Restriction': {'paper': ['Anomalous Hall effects in Co2FeSi Heusler compound films and Co2FeSi-Al2O3 granular films', 'explore the field of charge transport mechanisms similarly, and delve into the investigation of these transport mechanisms'], 'field_of_study': ['charge transport mechanisms']}}"}]} +{"conversations": [{"role": "user", "content": "Find publications by co-authors of 'Dictionary-based image reconstruction for superresolution in integrated circuit imaging' focusing on digital biosensor techniques."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Dictionary-based image reconstruction for superresolution in integrated circuit imaging', 'digital biosensor techniques']}}"}]} +{"conversations": [{"role": "user", "content": "Can you show me any papers that cite or are cited by the paper \"Scattering of waves by a planar junction between resistive half-screen and perfectly electric conducting wedge\" and discuss wave diffraction at surfaces?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['Scattering of waves by a planar junction between resistive half-screen and perfectly electric conducting wedge', 'wave diffraction at surfaces']}}"}]} +{"conversations": [{"role": "user", "content": "Could you find any 2019 publications by G. Wang that offer a revised exploration of the gravitational-wave source GW170817?"}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['G. Wang'], 'paper': ['2019', 'revised exploration of the gravitational-wave source GW170817']}}"}]} +{"conversations": [{"role": "user", "content": "Search for publications by authors of \"Differential ghost imaging in time domain\" that further explore the topic of differential ghost imaging in the time domain."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Differential ghost imaging in time domain', 'differential ghost imaging in the time domain']}}"}]} +{"conversations": [{"role": "user", "content": "Could you list some academic papers in the realm of Higher-order statistics, focusing particularly on those that study Cosmic Microwave Background (CMB) constraints related to spinning particles?"}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['Higher-order statistics', 'Cosmic Microwave Background (CMB)', 'spinning particles']}}"}]} +{"conversations": [{"role": "user", "content": "Could you show me a selection of studies on Rapid Refresh that delve into the connection between lake breeze fronts and their corresponding ozone levels?"}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['Rapid Refresh'], 'paper': ['connection between lake breeze fronts and their corresponding ozone levels']}}"}]} +{"conversations": [{"role": "user", "content": "Could you search for articles related to ferroelectric and dielectric materials, specifically focusing on the dielectric properties of strontium titanate, whose author also contributed to the paper \"Effect of inactive volume on thermocouple measurements of electrocaloric temperature change in multilayer capacitors of 0.9Pb(Mg1/3Nb2/3)O3\u20130.1PbTiO3?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper <- field_of_study', 'Restriction': {'paper': ['Effect of inactive volume on thermocouple measurements of electrocaloric temperature change in multilayer capacitors of 0.9Pb(Mg1/3Nb2/3)O3\u20130.1PbTiO3', 'dielectric properties of strontium titanate'], 'field_of_study': ['ferroelectric materials', 'dielectric materials']}}"}]} +{"conversations": [{"role": "user", "content": "Show me publications by Hongmei Li on various alloy joining techniques."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['Hongmei Li'], 'paper': ['various alloy joining techniques']}}"}]} +{"conversations": [{"role": "user", "content": "Search for publications on minimum detector dimensions for effectiveness in infrared point sensing technologies."}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['infrared point sensing technologies'], 'paper': ['minimum detector dimensions for effectiveness']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for papers from Deutsche Forschungsgemeinschaft discussing circular polarizers in the context of split-ring resonator studies."}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper <- field_of_study', 'Restriction': {'institution': ['Deutsche Forschungsgemeinschaft'], 'paper': ['circular polarizers in the context of split-ring resonator studies'], 'field_of_study': ['split-ring resonator studies']}}"}]} +{"conversations": [{"role": "user", "content": "I'm looking for papers related to heating elements focused on the study of compact routing methods to enhance the efficiency of thermo-optic switches through better heat distribution in the optical parts."}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['heating elements', 'compact routing methods', 'thermo-optic switches', 'heat distribution in optical parts']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any documents whose co-author also contributed to \"Cylindrical and spherical electron acoustic solitary waves in the presence of superthermal hot electrons\", that belong to the same research field and explore the topic of dust acoustic shock waves?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Cylindrical and spherical electron acoustic solitary waves in the presence of superthermal hot electrons', 'dust acoustic shock waves']}}"}]} +{"conversations": [{"role": "user", "content": "Publications on chaos-induced localization in modulated lattice structures by authors affiliated with Huanghe Science and Technology College."}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['Huanghe Science and Technology College'], 'paper': ['chaos-induced localization in modulated lattice structures']}}"}]} +{"conversations": [{"role": "user", "content": "Could you find any research papers related to bandwidth signal processing and proposing a new phase modulation technique, authored by someone from Ulster University?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['Ulster University'], 'paper': ['bandwidth signal processing', 'proposing a new phase modulation technique']}}"}]} +{"conversations": [{"role": "user", "content": "I'm looking for publications related to stamping that explore the capabilities of paper sensors in defect detection."}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['stamping', 'defect detection'], 'paper': ['capabilities of paper sensors in defect detection']}}"}]} +{"conversations": [{"role": "user", "content": "What are the papers referenced in \"Radiative Corrections from Heavy Fast-Roll Fields during Inflation\" that also discuss the effects of horizon scale perturbations created during inflation?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['Radiative Corrections from Heavy Fast-Roll Fields during Inflation', 'effects of horizon scale perturbations created during inflation']}}"}]} +{"conversations": [{"role": "user", "content": "I'm looking for 2013 papers in the field of interfacial phenomena and colloid or surfactant-based complex fluids, which share a coauthor with the paper titled \"Correlating contact line capillarity and dynamic contact angle hysteresis in surfactant-nanoparticle based complex fluids\"."}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper -> author -> paper', 'Restriction': {'field_of_study': ['interfacial phenomena', 'colloid', 'surfactant-based complex fluids'], 'paper': ['Correlating contact line capillarity and dynamic contact angle hysteresis in surfactant-nanoparticle based complex fluids', '2013']}}"}]} +{"conversations": [{"role": "user", "content": "Would you please look for other research papers that have a shared co-author with \"Two-dimensional atom localization via controlled spontaneous emission from a driven tripod system\". These must also study population transfer using tunneling pulses in the domain of atom optics, consistent with the initial paper's field of investigation."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper <- field_of_study', 'Restriction': {'paper': ['Two-dimensional atom localization via controlled spontaneous emission from a driven tripod system', 'population transfer using tunneling pulses in the domain of atom optics'], 'field_of_study': ['atom optics']}}"}]} +{"conversations": [{"role": "user", "content": "Search for publications with a common author from \"Tunable photon statistics in parametrically amplified photonic molecules,\" related to the same research area, and include a 2016 co-authored work on controllable optical chaos."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Tunable photon statistics in parametrically amplified photonic molecules', '2016 co-authored work on controllable optical chaos']}}"}]} +{"conversations": [{"role": "user", "content": "Can you find any publications from the co-authors of the paper \"Neutron-deuteron breakup reaction as a tool for studying neutron-neutron interactions,\" particularly those that discuss nuclear reaction simulation programs?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Neutron-deuteron breakup reaction as a tool for studying neutron-neutron interactions', 'nuclear reaction simulation programs']}}"}]} +{"conversations": [{"role": "user", "content": "Could you show me some papers related to the Damping Capacity focusing on the mechanical properties of alloys and how they impact damping?"}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['Damping Capacity', 'mechanical properties of alloys'], 'paper': ['impact damping']}}"}]} +{"conversations": [{"role": "user", "content": "Could you please show me some papers focusing on the Mediterranean Basin, specifically examining the impact of the Arctic Oscillation on the Eastern Mediterranean climate?"}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['Mediterranean Basin', 'Arctic Oscillation', 'Eastern Mediterranean climate'], 'paper': ['impact of the Arctic Oscillation on the Eastern Mediterranean climate']}}"}]} +{"conversations": [{"role": "user", "content": "Could you help me locate papers from 2013 related to heat and mass transfer effects in porous media that have at least one common coauthor with \"Similarity Solution for Free Convection Flow of a Micropolar Fluid under Convective Boundary Condition via Lie Scaling Group Transformations\" and broadly fall within the same research area?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper <- field_of_study', 'Restriction': {'paper': ['Similarity Solution for Free Convection Flow of a Micropolar Fluid under Convective Boundary Condition via Lie Scaling Group Transformations', 'heat and mass transfer effects in porous media', '2013'], 'field_of_study': ['heat transfer', 'mass transfer', 'porous media']}}"}]} +{"conversations": [{"role": "user", "content": "Show me publications by X. R. Lu on the impact of quadrupole magnets."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['X. R. Lu'], 'paper': ['impact of quadrupole magnets']}}"}]} +{"conversations": [{"role": "user", "content": "Show me publications from the co-authors of 'Weyl anomaly and the C-function in \u03bb-deformed CFTs' where anomalous dimensions are discussed."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Weyl anomaly and the C-function in \u03bb-deformed CFTs', 'anomalous dimensions']}}"}]} +{"conversations": [{"role": "user", "content": "I'm looking for papers with a shared co-author from \"A possible NN*(1440) quasi-molecular state\", in the same field of nucleon-nucleon resonance states research, that also discuss nucleon-nucleon resonance states."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['A possible NN*(1440) quasi-molecular state', 'nucleon-nucleon resonance states research', 'nucleon-nucleon resonance states']}}"}]} +{"conversations": [{"role": "user", "content": "Show me papers from the co-authors of \"Projective synchronization of a complex network with different fractional order chaos nodes\" where a new image encryption algorithm is proposed."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Projective synchronization of a complex network with different fractional order chaos nodes', 'new image encryption algorithm']}}"}]} +{"conversations": [{"role": "user", "content": "Search for publications by L. V. Volkova on nonradiative transition rate calculations."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['L. V. Volkova'], 'paper': ['nonradiative transition rate calculations']}}"}]} +{"conversations": [{"role": "user", "content": "Which studies from Kennesaw State University authors propose in situ techniques for tracking damage in concrete?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['Kennesaw State University'], 'paper': ['propose in situ techniques for tracking damage in concrete']}}"}]} +{"conversations": [{"role": "user", "content": "Seeking publications on secondary frequency standards advancing frequency measurement precision without reliance on local oscillators. Interested in innovative methods for high-accuracy frequency determination devoid of local standard comparison."}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['secondary frequency standards', 'frequency measurement precision', 'high-accuracy frequency determination'], 'paper': ['advancing frequency measurement precision without reliance on local oscillators', 'innovative methods for high-accuracy frequency determination devoid of local standard comparison']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any articles authored by the same person who co-wrote \"Initiation of layered high-energy material compositions by nanosecond high-current electron beams\" that focus on the initiation of explosives using electron beams, and are aligned with the research field of using electron beams to ignite energetic materials?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper <- field_of_study', 'Restriction': {'paper': ['Initiation of layered high-energy material compositions by nanosecond high-current electron beams', 'initiation of explosives using electron beams'], 'field_of_study': ['using electron beams to ignite energetic materials']}}"}]} +{"conversations": [{"role": "user", "content": "Does the Austrian Academy of Sciences have any publications on Collision-related topics, specifically examining the performance of the CMS muon detector?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper <- field_of_study', 'Restriction': {'institution': ['Austrian Academy of Sciences'], 'paper': ['performance of the CMS muon detector'], 'field_of_study': ['Collision-related topics']}}"}]} +{"conversations": [{"role": "user", "content": "I'm looking for papers discussing the representation and integration of the ionosphere and lower atmosphere in the Navy Global Environmental Model. Could you help me find some?"}, {"role": "assistant", "content": "{'Metapath': 'paper', 'Restriction': {'paper': ['representation and integration of the ionosphere and lower atmosphere in the Navy Global Environmental Model']}}"}]} +{"conversations": [{"role": "user", "content": "Show me research papers about Climbing that reference the study of binary stars."}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper -> paper', 'Restriction': {'field_of_study': ['Climbing'], 'paper': ['study of binary stars']}}"}]} +{"conversations": [{"role": "user", "content": "I'm looking for papers exploring phase transitions, like in the 2016 study \"Phase diagram of the mixed spin-2 and spin-5/2 Ising system with two different single-ion anisotropies\". These papers should share a coauthor with this study and also belong to the same area of research."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper <- field_of_study', 'Restriction': {'paper': ['Phase diagram of the mixed spin-2 and spin-5/2 Ising system with two different single-ion anisotropies'], 'field_of_study': ['phase transitions']}}"}]} +{"conversations": [{"role": "user", "content": "Show me articles by Si-Hang Wei on extracting single photons from solid-state sources."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['Si-Hang Wei'], 'paper': ['extracting single photons from solid-state sources']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any Physics papers on Arxiv related to the Robert Stobie Spectrograph Near Infrared Instrument within the Paradigm context?"}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['Physics'], 'paper': ['Robert Stobie Spectrograph Near Infrared Instrument within the Paradigm context']}}"}]} +{"conversations": [{"role": "user", "content": "Show me articles exploring methods for analyzing thermal layering in hot water storage systems."}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['thermal layering', 'hot water storage systems'], 'paper': ['methods for analyzing thermal layering in hot water storage systems']}}"}]} +{"conversations": [{"role": "user", "content": "Does the Sea Mammal Research Unit have any publications on the study of the significance and behavioral meaning of slow clicks in male sperm whales, particularly in the context of Predation?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper <- field_of_study', 'Restriction': {'institution': ['Sea Mammal Research Unit'], 'paper': ['significance and behavioral meaning of slow clicks in male sperm whales'], 'field_of_study': ['Predation']}}"}]} +{"conversations": [{"role": "user", "content": "Can you find papers discussing the frictional force on an atom near a surface that reference or have been influenced by 'Cherenkov friction on a neutral particle moving parallel to a dielectric'?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['frictional force on an atom near a surface', 'Cherenkov friction on a neutral particle moving parallel to a dielectric']}}"}]} +{"conversations": [{"role": "user", "content": "Could you track down some articles that have at least one shared author with the paper \"Peculiarities of Phase Formation in TbBO 3 during Isothermal Annealing\", align with the same discipline studying structural modifications during annealing, and also delve into the discussion of structural transformations?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Peculiarities of Phase Formation in TbBO 3 during Isothermal Annealing', 'structural modifications during annealing', 'structural transformations']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for papers that have cited \"Non-Abelian S=1 chiral spin liquid on the kagome lattice\" and discuss the discovery of the fractional quantum Hall effect in kagome Heisenberg models, or are related to uncovering fractional quantum Hall phases in frustrated spin systems."}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper <- field_of_study', 'Restriction': {'paper': ['Non-Abelian S=1 chiral spin liquid on the kagome lattice', 'discovery of the fractional quantum Hall effect in kagome Heisenberg models', 'uncovering fractional quantum Hall phases in frustrated spin systems'], 'field_of_study': ['fractional quantum Hall effect', 'kagome Heisenberg models', 'frustrated spin systems']}}"}]} +{"conversations": [{"role": "user", "content": "Show me publications written by George Hashimoto related to the chemical makeup of the clouds on Venus."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['George Hashimoto'], 'paper': ['chemical makeup of the clouds on Venus']}}"}]} +{"conversations": [{"role": "user", "content": "Can you find papers that are referenced in \"Rescuing a Quantum Phase Transition with Quantum Noise\" and also explore quantum phase transitions within the context of a dissipative resonant level model?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper <- field_of_study', 'Restriction': {'paper': ['Rescuing a Quantum Phase Transition with Quantum Noise', 'quantum phase transitions within the context of a dissipative resonant level model'], 'field_of_study': ['quantum phase transitions', 'dissipative resonant level model']}}"}]} +{"conversations": [{"role": "user", "content": "Are there papers, mutually authored with \"Cross-shaped metal\u2013semiconductor\u2013metal plasmonic crystal for terahertz modulator\", and discussing THz isolators, within the same research field?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Cross-shaped metal\u2013semiconductor\u2013metal plasmonic crystal for terahertz modulator', 'THz isolators', 'within the same research field']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for papers co-authored by someone involved in \"Strain transferring mechanism analysis of the substrate-bonded FBG sensor\". The papers should be in the similar field which is fiber optic strain sensors, and further discuss their development and application."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Strain transferring mechanism analysis of the substrate-bonded FBG sensor', 'in the similar field which is fiber optic strain sensors, and further discuss their development and application']}}"}]} +{"conversations": [{"role": "user", "content": "Search for publications by A. M. Yaremko related to the study of phonon characteristics."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper <- field_of_study', 'Restriction': {'author': ['A. M. Yaremko'], 'field_of_study': ['phonon characteristics']}}"}]} +{"conversations": [{"role": "user", "content": "Find publications by Techno India authors on the relationship between various dark energy theories."}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['Techno India'], 'paper': ['relationship between various dark energy theories']}}"}]} +{"conversations": [{"role": "user", "content": "What are the high-power pulse-delivering papers cited by \"Overcoming bifurcation instability in high-repetition-rate Ho:YLF regenerative amplifiers\"?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['Overcoming bifurcation instability in high-repetition-rate Ho:YLF regenerative amplifiers', 'high-power pulse-delivering']}}"}]} +{"conversations": [{"role": "user", "content": "What are some papers showcasing unique magneto-optical phenomena that are cited by or related to the study entitled \"Wide tunability of magnetoplasmonic crystals due to excitation of multiple waveguide and plasmon modes\", which investigates a new magneto-optical effect?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['Wide tunability of magnetoplasmonic crystals due to excitation of multiple waveguide and plasmon modes', 'unique magneto-optical phenomena']}}"}]} +{"conversations": [{"role": "user", "content": "Could you locate papers sharing a coauthor with \"Quantum mechanics of null polygonal Wilson loops\", operating within the identical study field, and addressing the three-loop contributions in said field?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper <- field_of_study', 'Restriction': {'paper': ['Quantum mechanics of null polygonal Wilson loops', 'three-loop contributions'], 'field_of_study': ['quantum mechanics']}}"}]} +{"conversations": [{"role": "user", "content": "List of studies on glycolic acid-treated porous microspheres in research."}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['glycolic acid-treated porous microspheres']}}"}]} +{"conversations": [{"role": "user", "content": "Which publications focus on non-invasive brain activity monitoring authored by individuals affiliated with Oulu University Hospital?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['Oulu University Hospital'], 'paper': ['non-invasive brain activity monitoring']}}"}]} +{"conversations": [{"role": "user", "content": "Show me the publications from the co-authors of 'Eigenmodes of lined flow ducts with rigid splices' which further delve into the study of transition in rotating plane flows."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Eigenmodes of lined flow ducts with rigid splices', 'transition in rotating plane flows']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any Optics-related research articles from Maastricht University Medical Centre that explore validation techniques for radiation treatment plans utilizing onboard imaging systems?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper <- field_of_study', 'Restriction': {'institution': ['Maastricht University Medical Centre'], 'paper': ['validation techniques for radiation treatment plans utilizing onboard imaging systems'], 'field_of_study': ['Optics']}}"}]} +{"conversations": [{"role": "user", "content": "I'm looking for articles that have shared authorship with \"Analytic approximation for the primordial spectra of single scalar potential models and its use in their reconstruction\". Additionally, these papers should be from the same field of study as the paper titled \"Analytic approximation for the primordial spectra of single scalar potential models and its use in their reconstruction\", which was published in early 2016 in Physical Review D, focusing on inflation."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper <- field_of_study', 'Restriction': {'paper': ['Analytic approximation for the primordial spectra of single scalar potential models and its use in their reconstruction', 'published in early 2016 in Physical Review D', 'inflation'], 'field_of_study': ['inflation', 'primordial spectra', 'scalar potential models']}}"}]} +{"conversations": [{"role": "user", "content": "Show me publications by Chaomei Xie that discuss neutron scattering spectrometer designs utilizing neutron scattering methods."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['Chaomei Xie'], 'paper': ['neutron scattering spectrometer designs utilizing neutron scattering methods']}}"}]} +{"conversations": [{"role": "user", "content": "Search for articles written by R. P. Mart\u00ednez-y-Romero on the topic of motion within inverse potential systems."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['R. P. Mart\u00ednez-y-Romero'], 'paper': ['motion within inverse potential systems']}}"}]} +{"conversations": [{"role": "user", "content": "Search for papers on Hydroxyl Tagging Velocimetry (HTV) methods used for measuring velocities in rocket nozzle flows, preferably including detailed application of this flow visualization technique in such contexts."}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['Hydroxyl Tagging Velocimetry (HTV)', 'rocket nozzle flows'], 'paper': ['detailed application of this flow visualization technique in such contexts']}}"}]} +{"conversations": [{"role": "user", "content": "I'm looking for research articles on modulated ultrasound, specifically those examining the characteristics of amplitude-modulated ultrasound signals."}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['modulated ultrasound'], 'paper': ['characteristics of amplitude-modulated ultrasound signals']}}"}]} +{"conversations": [{"role": "user", "content": "Look for papers discussing two-dimensional arrays of dipoles that are in the same field as \"Magnetic anisotropy of elongated thin ferromagnetic nano-islands for artificial spin ice arrays\" and also have at least one author in common."}, {"role": "assistant", "content": "{'Metapath': 'paper -> field_of_study -> paper -> author -> paper', 'Restriction': {'paper': ['Magnetic anisotropy of elongated thin ferromagnetic nano-islands for artificial spin ice arrays', 'two-dimensional arrays of dipoles'], 'field_of_study': ['same field as Magnetic anisotropy of elongated thin ferromagnetic nano-islands for artificial spin ice arrays']}}"}]} +{"conversations": [{"role": "user", "content": "Atomic physics publications from New Bulgarian University on quantum dot binding energy"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper <- field_of_study', 'Restriction': {'institution': ['New Bulgarian University'], 'paper': ['quantum dot binding energy'], 'field_of_study': ['atomic physics']}}"}]} +{"conversations": [{"role": "user", "content": "List articles exploring the role of large igneous provinces in mass extinction events."}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['large igneous provinces', 'mass extinction events']}}"}]} +{"conversations": [{"role": "user", "content": "Can you find any publications by the authors of \"Tradeoffs in the Realization of Electrically Pumped Vertical External Cavity Surface Emitting Lasers,\" that delve into the topic of hybrid quantum well/quantum dot structures in the context of lasers?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Tradeoffs in the Realization of Electrically Pumped Vertical External Cavity Surface Emitting Lasers', 'hybrid quantum well/quantum dot structures in the context of lasers']}}"}]} +{"conversations": [{"role": "user", "content": "Show me publications by Tingting Jia on the topic of luminescence characteristics."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['Tingting Jia'], 'paper': ['luminescence characteristics']}}"}]} +{"conversations": [{"role": "user", "content": "Show me publications by L. Trepl on transit timing variations of large exoplanets."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['L. Trepl'], 'paper': ['transit timing variations of large exoplanets']}}"}]} +{"conversations": [{"role": "user", "content": "Show me articles on the topic of state-space models focused on methods for identifying parameters."}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['state-space models'], 'paper': ['methods for identifying parameters']}}"}]} +{"conversations": [{"role": "user", "content": "Show me publications by Oliver Edwards related to the detection of long-wave vapors."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['Oliver Edwards'], 'paper': ['detection of long-wave vapors']}}"}]} +{"conversations": [{"role": "user", "content": "What are some papers cited by \"Bounds on the longitudinal and shear wave attenuation ratio of polycrystalline materials\" that also explore scattering properties akin to those examined in this paper?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['Bounds on the longitudinal and shear wave attenuation ratio of polycrystalline materials', 'scattering properties akin to those examined in this paper']}}"}]} +{"conversations": [{"role": "user", "content": "Can you find me papers related to random walks that have either referenced or been referenced by the paper titled \"Unimodal and bimodal random motions of independent exponential steps,\" which includes a discussion on random walks in its analysis?"}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper -> paper', 'Restriction': {'field_of_study': ['random walks'], 'paper': ['Unimodal and bimodal random motions of independent exponential steps', 'random walks in its analysis']}}"}]} +{"conversations": [{"role": "user", "content": "Does any research from D\u00fczce University explore the electrical properties dependent on temperature within the context of Thermionic emission?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['D\u00fczce University'], 'paper': ['electrical properties dependent on temperature within the context of Thermionic emission']}}"}]} +{"conversations": [{"role": "user", "content": "Are there more articles exploring the behaviour of applied frequency fields, written by at least one author from \"Effects of an applied low frequency field on the dynamics of a two-level atom interacting with a single-mode field\", with a focus on the influence of these fields on quantum mechanical systems?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper <- field_of_study', 'Restriction': {'paper': ['Effects of an applied low frequency field on the dynamics of a two-level atom interacting with a single-mode field', 'behaviour of applied frequency fields', 'influence of these fields on quantum mechanical systems'], 'field_of_study': ['quantum mechanical systems']}}"}]} +{"conversations": [{"role": "user", "content": "What are the references cited in the paper \"In-situ gallium-doping for forming p+ germanium-tin and application in germanium-tin p-i-n photodetector\" that discuss the realization of lasing in a GeSn direct bandgap alloy using the techniques described?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['In-situ gallium-doping for forming p+ germanium-tin and application in germanium-tin p-i-n photodetector', 'realization of lasing in a GeSn direct bandgap alloy using the techniques described']}}"}]} +{"conversations": [{"role": "user", "content": "Can you find papers that expand on the analysis of light's momentum, referencing the findings from \"Decomposition of the Total Electromagnetic Momentum in a Linear Dielectric into Field and Matter Components\"?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['Decomposition of the Total Electromagnetic Momentum in a Linear Dielectric into Field and Matter Components', \"analysis of light's momentum\"]}}"}]} +{"conversations": [{"role": "user", "content": "Find papers citing \"Scintillation Light Detection System in LArIAT\" that investigate the impact of nitrogen impurities in liquid argon time projection chambers."}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['Scintillation Light Detection System in LArIAT', 'impact of nitrogen impurities in liquid argon time projection chambers']}}"}]} +{"conversations": [{"role": "user", "content": "Physics papers related to BorgWarner Inc. involving vortex ring research"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper <- field_of_study', 'Restriction': {'institution': ['BorgWarner Inc.'], 'field_of_study': ['physics', 'vortex ring research']}}"}]} +{"conversations": [{"role": "user", "content": "Find 2014 Optoelectronics papers affiliated with Vignan University."}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['Vignan University'], 'paper': ['2014', 'Optoelectronics']}}"}]} +{"conversations": [{"role": "user", "content": "Is there any research from Stonehill College providing methods to measure spatial coherence in the realm of physics?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper <- field_of_study', 'Restriction': {'institution': ['Stonehill College'], 'paper': ['methods to measure spatial coherence'], 'field_of_study': ['physics']}}"}]} +{"conversations": [{"role": "user", "content": "Show me papers written by A. Hussain on the topic of laser treatment for tungsten carbide coatings."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['A. Hussain'], 'paper': ['laser treatment for tungsten carbide coatings']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any publications from SUNY Downstate Medical Center about multi-domain breast imaging techniques?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['SUNY Downstate Medical Center'], 'paper': ['multi-domain breast imaging techniques']}}"}]} +{"conversations": [{"role": "user", "content": "Show me research articles on closed string field theory interactions within Teichm\u00fcller spaces."}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['closed string field theory', 'Teichm\u00fcller spaces']}}"}]} +{"conversations": [{"role": "user", "content": "Show me publications by Vinayak Garg that investigate the relationship and impact of temperature."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['Vinayak Garg'], 'paper': ['relationship and impact of temperature']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any studies authored by the same individual who co-wrote \"Beamforming by Left-Handed Extraordinary Transmission Metamaterial Bi- and Plano-Concave Lens at Millimeter-Waves\", and, like this paper, delve into the domain of material designs meant to advance the propagation of surface plasmons?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper <- field_of_study', 'Restriction': {'paper': ['Beamforming by Left-Handed Extraordinary Transmission Metamaterial Bi- and Plano-Concave Lens at Millimeter-Waves', 'material designs meant to advance the propagation of surface plasmons'], 'field_of_study': ['surface plasmons', 'material designs']}}"}]} +{"conversations": [{"role": "user", "content": "I'm looking for scholarly articles that have at least one common author with \"Issues on generating primordial anisotropies at the end of inflation\". They should also be in the same domain and delve into the topic of scalar and tensor perturbations generated at the end of inflation."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Issues on generating primordial anisotropies at the end of inflation', 'scalar and tensor perturbations generated at the end of inflation']}}"}]} +{"conversations": [{"role": "user", "content": "I'm looking for research articles related to the self-ionization of water, focusing on experimental approaches used to identify micro-scale leaks."}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['self-ionization of water', 'experimental approaches', 'micro-scale leaks'], 'paper': ['self-ionization of water', 'experimental approaches used to identify micro-scale leaks']}}"}]} +{"conversations": [{"role": "user", "content": "Publications by University of Salzburg authors on measuring solar neutrino flux with a novel mineral"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['University of Salzburg'], 'paper': ['measuring solar neutrino flux with a novel mineral']}}"}]} +{"conversations": [{"role": "user", "content": "Search for publications by coauthors of \"Modeling of Hot Plasma in the Solar Active Region Core\" focusing on the temperature distribution in coronal loops based on their results."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Modeling of Hot Plasma in the Solar Active Region Core', 'temperature distribution in coronal loops based on their results']}}"}]} +{"conversations": [{"role": "user", "content": "Show me publications by Nihar Mohanty on testing techniques for silicon-on-insulator (SOI) devices."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['Nihar Mohanty'], 'paper': ['testing techniques for silicon-on-insulator (SOI) devices']}}"}]} +{"conversations": [{"role": "user", "content": "Could you locate articles that have a common author with the paper \"CHARACTERIZATION OF A THIN SILICON SENSOR FOR ACTIVE NEUTRON PERSONAL DOSEMETERS\", that similarly focus on the field of radiation dosimetry, and explore the method of thermal neutron calibration for enhanced precision in dose measurement?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper <- field_of_study', 'Restriction': {'paper': ['CHARACTERIZATION OF A THIN SILICON SENSOR FOR ACTIVE NEUTRON PERSONAL DOSEMETERS', 'thermal neutron calibration for enhanced precision in dose measurement'], 'field_of_study': ['radiation dosimetry']}}"}]} +{"conversations": [{"role": "user", "content": "Could you show me some research papers discussing the melting processes in the context of the Slip melting point field?"}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['Slip melting point'], 'paper': ['melting processes']}}"}]} +{"conversations": [{"role": "user", "content": "What other research studies on the computation of Casimir forces at close distances have referenced or been referenced by the study titled \"Interplay of roughness/modulation and curvature at proximity\"?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['computation of Casimir forces at close distances', 'Interplay of roughness/modulation and curvature at proximity']}}"}]} +{"conversations": [{"role": "user", "content": "Publications on beamed energy rocket propulsion by authors affiliated with Edogawa University on Arxiv"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['Edogawa University'], 'paper': ['beamed energy rocket propulsion']}}"}]} +{"conversations": [{"role": "user", "content": "I'm looking for papers on superconductors written by David Ernsting, could you help me find them?"}, {"role": "assistant", "content": "{'Metapath': 'author -> paper <- field_of_study', 'Restriction': {'author': ['David Ernsting'], 'field_of_study': ['superconductors']}}"}]} +{"conversations": [{"role": "user", "content": "Find articles on laser-treated iron film surface enhancements for improved rust prevention."}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['laser-treated iron film surface enhancements', 'rust prevention']}}"}]} +{"conversations": [{"role": "user", "content": "Find publications by co-authors of \"All-Optical Highly Sensitive Chromatic Dispersion Monitoring Method Utilizing Phase-Matched Four-Wave Mixing\" on applying four-wave mixing in chromatic dispersion monitoring, wavelength conversion, and improving extinction ratio."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['All-Optical Highly Sensitive Chromatic Dispersion Monitoring Method Utilizing Phase-Matched Four-Wave Mixing', 'applying four-wave mixing in chromatic dispersion monitoring, wavelength conversion, and improving extinction ratio']}}"}]} +{"conversations": [{"role": "user", "content": "Could you please find me any papers discussing neutrino properties at electroweak scale temperatures, written by co-authors of the paper titled 'Longitudinal Conductivity in Strong Magnetic Field in Perturbative QCD: Complete Leading Order'?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Longitudinal Conductivity in Strong Magnetic Field in Perturbative QCD: Complete Leading Order', 'neutrino properties at electroweak scale temperatures']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any papers by Naver Corporation researchers on the computational simulation of argon gas injection?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['Naver Corporation'], 'paper': ['computational simulation of argon gas injection']}}"}]} +{"conversations": [{"role": "user", "content": "What are the papers on functional OCT imaging referenced by \"Common-Path Optical Coherence Tomography Using a Conical-Frustum-Tip Fiber Probe\"?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['Common-Path Optical Coherence Tomography Using a Conical-Frustum-Tip Fiber Probe', 'functional OCT imaging']}}"}]} +{"conversations": [{"role": "user", "content": "Search for papers by Sheng Li on giant superconducting fluctuations and anomalous semiconductor behavior."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['Sheng Li'], 'paper': ['giant superconducting fluctuations', 'anomalous semiconductor behavior']}}"}]} +{"conversations": [{"role": "user", "content": "Show me papers by Ranjeet Singh on the topic of Raman third harmonic generation."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['Ranjeet Singh'], 'paper': ['Raman third harmonic generation']}}"}]} +{"conversations": [{"role": "user", "content": "What research analyzing the properties of an open cluster has been referenced in \"AN EMPIRICAL CONNECTION BETWEEN THE ULTRAVIOLET COLOR OF EARLY-TYPE GALAXIES AND THE STELLAR INITIAL MASS FUNCTION\"?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['properties of an open cluster', 'AN EMPIRICAL CONNECTION BETWEEN THE ULTRAVIOLET COLOR OF EARLY-TYPE GALAXIES AND THE STELLAR INITIAL MASS FUNCTION']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any articles related to the Association of Universities for Research in Astronomy, focusing on the discovery of new Wolf-Rayet stars within the study of Wolf-Rayet phenomena?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper <- field_of_study', 'Restriction': {'institution': ['Association of Universities for Research in Astronomy'], 'paper': ['discovery of new Wolf-Rayet stars'], 'field_of_study': ['Wolf-Rayet phenomena']}}"}]} +{"conversations": [{"role": "user", "content": "Show me publications about non-invasive ultrasonic surgery techniques for Uterine fibroids, or studies on the application of non-invasive ultrasonic surgery on brain tissue in non-human primates."}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['non-invasive ultrasonic surgery', 'Uterine fibroids', 'brain tissue', 'non-human primates'], 'paper': ['non-invasive ultrasonic surgery techniques for Uterine fibroids', 'application of non-invasive ultrasonic surgery on brain tissue in non-human primates']}}"}]} +{"conversations": [{"role": "user", "content": "Could you show me some papers focusing on various charge detection techniques in the domain of Macromolecules?"}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['Macromolecules'], 'paper': ['charge detection techniques']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for Physics papers from SJB Institute of Technology on the study of CoFe2O4 nanoparticles' magnetic properties."}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper <- field_of_study', 'Restriction': {'institution': ['SJB Institute of Technology'], 'paper': [\"study of CoFe2O4 nanoparticles' magnetic properties\"], 'field_of_study': ['Physics']}}"}]} +{"conversations": [{"role": "user", "content": "Which publications feature authors who collaborated on \"Robust design of an optical router based on a tapered side-coupled integrated spaced sequence of optical resonators\" and also include research on integrated silicon microresonators?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Robust design of an optical router based on a tapered side-coupled integrated spaced sequence of optical resonators', 'integrated silicon microresonators']}}"}]} +{"conversations": [{"role": "user", "content": "Does any research from Rishi Bankim Chandra Colleges explore the variability in black hole sources by studying shock waves in the field?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper <- field_of_study', 'Restriction': {'institution': ['Rishi Bankim Chandra Colleges'], 'paper': ['variability in black hole sources by studying shock waves'], 'field_of_study': ['black hole sources', 'shock waves']}}"}]} +{"conversations": [{"role": "user", "content": "Publications on atomic-scale dynamics by authors affiliated with Sri Sivasubramaniya Nadar College of Engineering"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['Sri Sivasubramaniya Nadar College of Engineering'], 'paper': ['atomic-scale dynamics']}}"}]} +{"conversations": [{"role": "user", "content": "Publications by iMinds authors on enhanced holographic reconstruction"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['iMinds'], 'paper': ['enhanced holographic reconstruction']}}"}]} +{"conversations": [{"role": "user", "content": "Show me publications since 2010 from coauthors of 'Equilibrium reconstruction at JET using Stokes model for polarimetry' that cover the topic of fusion devices."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Equilibrium reconstruction at JET using Stokes model for polarimetry', 'since 2010', 'fusion devices']}}"}]} +{"conversations": [{"role": "user", "content": "What papers referenced in \"Search for sub-parsec massive binary black holes through line diagnosis\" also explored the application of dimensionality reduction techniques to galaxy spectra for data analysis?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['Search for sub-parsec massive binary black holes through line diagnosis', 'application of dimensionality reduction techniques to galaxy spectra for data analysis']}}"}]} +{"conversations": [{"role": "user", "content": "Show me papers from the Optics journal published in 2013, written by co-authors of \"Influence of heat and UV light on the coercive field of lithium niobate crystals\"."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Influence of heat and UV light on the coercive field of lithium niobate crystals', 'Optics journal published in 2013']}}"}]} +{"conversations": [{"role": "user", "content": "Show me the papers by In-Koo Kim that discuss metal-insulator transition."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['In-Koo Kim'], 'paper': ['metal-insulator transition']}}"}]} +{"conversations": [{"role": "user", "content": "Show me articles published by coauthors of 'Ion heating and short wavelength fluctuations in a helicon plasma source' that delve into the use of lens techniques for magnetosphere imaging."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Ion heating and short wavelength fluctuations in a helicon plasma source', 'use of lens techniques for magnetosphere imaging']}}"}]} +{"conversations": [{"role": "user", "content": "I'm looking for research articles related to optical mice focusing on the efficiency of the lighting modules and their influence on sensor tracking capabilities."}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['optical mice', 'lighting modules', 'sensor tracking capabilities'], 'paper': ['efficiency of the lighting modules and their influence on sensor tracking capabilities']}}"}]} +{"conversations": [{"role": "user", "content": "Find papers by Eeva-Leena Rautama on internal magnetic field characteristics."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['Eeva-Leena Rautama'], 'paper': ['internal magnetic field characteristics']}}"}]} +{"conversations": [{"role": "user", "content": "Can you show me the papers on friction mechanics authored by individuals who also contributed to the paper titled \"Intrinsic nonlinear scale governs oscillations in rapid fracture,\" which discusses fracture oscillations?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Intrinsic nonlinear scale governs oscillations in rapid fracture', 'friction mechanics']}}"}]} +{"conversations": [{"role": "user", "content": "Can you locate studies that have a common co-author with \"Coercivity enhancement of Nd\u2212Fe\u2212B thin film magnets by Dy buffer and capping layers\", focus on the same subject of thin film magnets, and discuss the magnetostriction of aligned CoFe2O4 samples or comparable magnetic substances?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Coercivity enhancement of Nd\u2212Fe\u2212B thin film magnets by Dy buffer and capping layers', 'thin film magnets', 'magnetostriction of aligned CoFe2O4 samples or comparable magnetic substances']}}"}]} +{"conversations": [{"role": "user", "content": "Can you find articles written by the co-authors of \"Changes in the state of polarization of partially coherent flat-topped beam in turbulent atmosphere for different source conditions\", which delve into the topic of focal shift and beams transitioning through lens systems?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Changes in the state of polarization of partially coherent flat-topped beam in turbulent atmosphere for different source conditions', 'focal shift and beams transitioning through lens systems']}}"}]} +{"conversations": [{"role": "user", "content": "I'm looking for research articles that focus on Delta resonances and have either referenced or been referenced by the study titled \"RAPIDITY AND ANGULAR DEPENDENCES OF SPECTRAL TEMPERATURES OF NEGATIVE PIONS PRODUCED IN 12C12C COLLISIONS AT 4.2A GeV/c\". This particular paper analyzed negative pion production in carbon-carbon collisions."}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['Delta resonances', 'RAPIDITY AND ANGULAR DEPENDENCES OF SPECTRAL TEMPERATURES OF NEGATIVE PIONS PRODUCED IN 12C12C COLLISIONS AT 4.2A GeV/c']}}"}]} +{"conversations": [{"role": "user", "content": "Show me articles on Arxiv regarding methods for improving radiation tolerance in Dropout voltage systems."}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['methods for improving radiation tolerance in Dropout voltage systems', 'Arxiv']}}"}]} +{"conversations": [{"role": "user", "content": "Does any research from Okayama Prefectural University delve into the study of trends in electronic bandgaps as it pertains to Electronic band structure?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper <- field_of_study', 'Restriction': {'institution': ['Okayama Prefectural University'], 'paper': ['trends in electronic bandgaps'], 'field_of_study': ['Electronic band structure']}}"}]} +{"conversations": [{"role": "user", "content": "Show me publications by William Bowden on enabling complex waveforms in signal analysis."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['William Bowden'], 'paper': ['enabling complex waveforms in signal analysis']}}"}]} +{"conversations": [{"role": "user", "content": "I'm looking for articles on employing optical circuits for decimal conversion in the Decimal field."}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['Decimal'], 'paper': ['employing optical circuits for decimal conversion']}}"}]} +{"conversations": [{"role": "user", "content": "Show me articles related to Hull speed focusing on the impact of DL instability on turbulent premixed flames."}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['Hull speed', 'DL instability', 'turbulent premixed flames'], 'paper': ['impact of DL instability on turbulent premixed flames']}}"}]} +{"conversations": [{"role": "user", "content": "Which 2015 publications are from authors affiliated with the Pisgah Astronomical Research Institute?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['Pisgah Astronomical Research Institute'], 'paper': ['2015']}}"}]} +{"conversations": [{"role": "user", "content": "Could you find any research papers on quantum field theory penned by Christoph Solveen?"}, {"role": "assistant", "content": "{'Metapath': 'author -> paper <- field_of_study', 'Restriction': {'author': ['Christoph Solveen'], 'field_of_study': ['quantum field theory']}}"}]} +{"conversations": [{"role": "user", "content": "Find publications by A. Tilgner on the topic of planetary tidal dissipation."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['A. Tilgner'], 'paper': ['planetary tidal dissipation']}}"}]} +{"conversations": [{"role": "user", "content": "Show me the publications of coauthors involved in the \"Transverse momentum resummation effects in W + W - measurements\" research, that also explore diboson production in their study of transverse momentum resummation effects."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Transverse momentum resummation effects in W + W - measurements', 'diboson production in their study of transverse momentum resummation effects']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any 2016 publications by the IITB-Monash Research Academy discussing resonant tunnel diodes based on GaN with a significant peak to valley ratio?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['IITB-Monash Research Academy'], 'paper': ['2016', 'resonant tunnel diodes based on GaN with a significant peak to valley ratio']}}"}]} +{"conversations": [{"role": "user", "content": "Could you retrieve a selection of Shake algorithm publications that investigate limitations within molecular dynamics simulations?"}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['Shake algorithm', 'molecular dynamics simulations'], 'paper': ['limitations within molecular dynamics simulations']}}"}]} +{"conversations": [{"role": "user", "content": "Can you find other publications from the co-authors of the 2014 paper titled \"A polymer waveguide grating sensor integrated with a thin-film photodetector\" that pertain to the topic of integrated photonic sensors?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['A polymer waveguide grating sensor integrated with a thin-film photodetector', 'integrated photonic sensors']}}"}]} +{"conversations": [{"role": "user", "content": "What are the early 2000s studies on hybrid silicon lasers referenced by the 2013 study titled \"1310 nm hybrid InP/InGaAsP on silicon distributed feedback laser with high side-mode suppression ratio\", which features one of the initial demonstrations of this type of laser?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['early 2000s studies on hybrid silicon lasers', '1310 nm hybrid InP/InGaAsP on silicon distributed feedback laser with high side-mode suppression ratio']}}"}]} +{"conversations": [{"role": "user", "content": "Searching for publications from the Hungarian Academy of Sciences discussing phase space analysis of the 2016 LHC data."}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['Hungarian Academy of Sciences'], 'paper': ['phase space analysis of the 2016 LHC data']}}"}]} +{"conversations": [{"role": "user", "content": "Show me publications by A. Gengelbach on the topic of nuclear binding thresholds."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['A. Gengelbach'], 'paper': ['nuclear binding thresholds']}}"}]} +{"conversations": [{"role": "user", "content": "Show me publications by Y. Shimizu on high-energy physics experiments."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['Y. Shimizu'], 'paper': ['high-energy physics experiments']}}"}]} +{"conversations": [{"role": "user", "content": "Search for papers by A. Sopczak on the topic of quarkonium production measurements."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['A. Sopczak'], 'paper': ['quarkonium production measurements']}}"}]} +{"conversations": [{"role": "user", "content": "What are the papers that the \"Nonholonomic relativistic diffusion and exact solutions for stochastic Einstein spaces\" cited, specifically those discussing quantum field theories around 2010?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper <- field_of_study', 'Restriction': {'paper': ['Nonholonomic relativistic diffusion and exact solutions for stochastic Einstein spaces', 'quantum field theories around 2010'], 'field_of_study': ['quantum field theories']}}"}]} +{"conversations": [{"role": "user", "content": "What are the papers referenced in \"Iron Loss Model for Electrical Machine Fed by Low Switching Frequency Inverter\" that also study the computation of core losses in transverse flux motors?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['Iron Loss Model for Electrical Machine Fed by Low Switching Frequency Inverter', 'computation of core losses in transverse flux motors']}}"}]} +{"conversations": [{"role": "user", "content": "Find papers from the Asia-Pacific Institute of Creativity on the topic of alloy film and its possible uses in industry."}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['Asia-Pacific Institute of Creativity'], 'paper': ['alloy film and its possible uses in industry']}}"}]} +{"conversations": [{"role": "user", "content": "Can you find papers that are referenced by the study \"Wavelength-Tunable and Bandwidth-Variable Ultra-Flat Optical Frequency Comb Block Generation From a Bismuth-Based Actively Mode-Locked Fiber Laser\" and also discuss the concept of continuous wavelength tuning over a wide bandwidth as outlined in the same paper?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['Wavelength-Tunable and Bandwidth-Variable Ultra-Flat Optical Frequency Comb Block Generation From a Bismuth-Based Actively Mode-Locked Fiber Laser', 'continuous wavelength tuning over a wide bandwidth']}}"}]} +{"conversations": [{"role": "user", "content": "Publications by coauthors of \"Hydrogenated amorphous silicon photonic device trimming by UV-irradiation\" on the subject of UV irradiation methods for trimming photonic devices."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Hydrogenated amorphous silicon photonic device trimming by UV-irradiation', 'UV irradiation methods for trimming photonic devices']}}"}]} +{"conversations": [{"role": "user", "content": "Find publications by the co-authors of \"Influence of methyl red as a dopant on the electrical properties and device performance of liquid crystals\" that delve into the topic of enhancing absorption using cholesteric liquid crystals or explore related themes."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Influence of methyl red as a dopant on the electrical properties and device performance of liquid crystals', 'enhancing absorption using cholesteric liquid crystals or explore related themes']}}"}]} +{"conversations": [{"role": "user", "content": "Could you show me the papers by Guo-Zhu Pan that discuss efficient quantum identity authentication schemes?"}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['Guo-Zhu Pan'], 'paper': ['efficient quantum identity authentication schemes']}}"}]} +{"conversations": [{"role": "user", "content": "Show me publications by Wei Zheng pertaining to the first Chinese Mars exploration mission."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['Wei Zheng'], 'paper': ['first Chinese Mars exploration mission']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any articles written by the co-authors of \"Structural, elastic and electronic properties of \u03b8 (Al2Cu) and S (Al2CuMg) strengthening precipitates in Al\u2013Cu\u2013Mg series alloys: First-principles calculations\" that also delve into the topic of Pb crystallization, specifically ones published in 2012?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Structural, elastic and electronic properties of \u03b8 (Al2Cu) and S (Al2CuMg) strengthening precipitates in Al\u2013Cu\u2013Mg series alloys: First-principles calculations', 'Pb crystallization', 'published in 2012']}}"}]} +{"conversations": [{"role": "user", "content": "Publications on antireflection structures for IR sensors authored by Omron researchers"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['Omron'], 'paper': ['antireflection structures for IR sensors']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any papers discussing diffusion effects in quantum wells, authored by any of the co-authors of \"Plasma dispersion in fractional-dimensional space\" and falling within the same field of study?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper <- field_of_study', 'Restriction': {'paper': ['Plasma dispersion in fractional-dimensional space', 'diffusion effects in quantum wells'], 'field_of_study': ['quantum wells']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any other research papers that use numerical modeling and computer simulation for tumor detection and have cited or been referenced by the paper titled \"Forward Solver in Magnetoacoustic Tomography With Magnetic Induction by Generalized Finite-Element Method\"?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper -> paper', 'Restriction': {'paper': ['Forward Solver in Magnetoacoustic Tomography With Magnetic Induction by Generalized Finite-Element Method', 'numerical modeling and computer simulation for tumor detection']}}"}]} +{"conversations": [{"role": "user", "content": "Can you find publications by the co-authors of \"Grating-flanked plasmonic coaxial apertures for efficient fiber optical tweezers\" that also provide an outline of future research opportunities in the field of plasmonics?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Grating-flanked plasmonic coaxial apertures for efficient fiber optical tweezers', 'outline of future research opportunities in the field of plasmonics']}}"}]} +{"conversations": [{"role": "user", "content": "Show me publications by G. Rudolf on the topic of neutron capture reactions."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['G. Rudolf'], 'paper': ['neutron capture reactions']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any papers with shared authorship to \"Trailing-edge flow and noise control using porous treatments\", that explore the use of porous treatments for managing flow and noise reduction? Alternatively, can you find papers in the same researcher field investigating the flow and noise reduction by using porous treatments?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Trailing-edge flow and noise control using porous treatments', 'use of porous treatments for managing flow and noise reduction']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any publications by S. Bhattacharyya that discuss a digitizer-based data acquisition system?"}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['S. Bhattacharyya'], 'paper': ['digitizer-based data acquisition system']}}"}]} +{"conversations": [{"role": "user", "content": "Which articles showcasing a broadband spectrum-sliced ASE source around 1900-nm were referenced in the study titled \"Enhancement on the generation of amplified spontaneous emission in thulium-doped silica fiber at 2 \u03bcm\"?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['broadband spectrum-sliced ASE source around 1900-nm', 'Enhancement on the generation of amplified spontaneous emission in thulium-doped silica fiber at 2 \u03bcm']}}"}]} +{"conversations": [{"role": "user", "content": "Show me articles on magnetic field mapping studies for Mu2e experimental setup design from Arxiv."}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['magnetic field mapping', 'Mu2e experimental setup design'], 'paper': ['Arxiv']}}"}]} +{"conversations": [{"role": "user", "content": "Look for papers with at least one common author with \"First artificial periodic inhomogeneity experiments at HAARP\", which fall under the same subject area, and discuss observations of electromagnetic emissions in their studies."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper <- field_of_study', 'Restriction': {'paper': ['First artificial periodic inhomogeneity experiments at HAARP', 'observations of electromagnetic emissions in their studies'], 'field_of_study': ['electromagnetic emissions']}}"}]} +{"conversations": [{"role": "user", "content": "Show me research articles on Thick film technology concerning the analysis of heterogeneous material properties, specifically those examining the effects of film thickness non-uniformity on electrical resistivity, mechanical strength, and overall reliability."}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['Thick film technology', 'heterogeneous material properties'], 'paper': ['effects of film thickness non-uniformity on electrical resistivity, mechanical strength, and overall reliability']}}"}]} +{"conversations": [{"role": "user", "content": "Which publications by Bedford Institute of Oceanography authors focus on modeling sea surfaces using nonlinear fractal techniques?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['Bedford Institute of Oceanography'], 'paper': ['modeling sea surfaces using nonlinear fractal techniques']}}"}]} +{"conversations": [{"role": "user", "content": "List articles on band patterns investigating prolonged coarsening in granular mixtures within rotating drums."}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['band patterns', 'granular mixtures', 'rotating drums'], 'paper': ['investigating prolonged coarsening']}}"}]} +{"conversations": [{"role": "user", "content": "Show me articles by Benoit Brichard focusing on fusion diagnostic materials."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['Benoit Brichard'], 'paper': ['fusion diagnostic materials']}}"}]} +{"conversations": [{"role": "user", "content": "Can you find papers from 2010 discussing BLAs that either cite or are cited by the paper titled \"SEARCHING FOR FAR-ULTRAVIOLET AURORAL/DAYGLOW EMISSION FROM HD 209458b*\"?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['BLAs', 'SEARCHING FOR FAR-ULTRAVIOLET AURORAL/DAYGLOW EMISSION FROM HD 209458b*', '2010']}}"}]} +{"conversations": [{"role": "user", "content": "What are the papers focusing on electrical characteristics that both cite and are cited by \"Effect of Variable Valence Ion Doping on the Dielectric Properties of BaTiO3\u2013Based Materials\"?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper -> paper', 'Restriction': {'paper': ['Effect of Variable Valence Ion Doping on the Dielectric Properties of BaTiO3\u2013Based Materials', 'electrical characteristics']}}"}]} +{"conversations": [{"role": "user", "content": "Could you give a rundown of research papers focusing on the Riemann sum within large-Nc QCD functions? Specifically, I am seeking studies that utilize the Riemann sum method to assess specific QCD correlation functions in the quantum chromodynamics' large-Nc limit."}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['Riemann sum', 'large-Nc QCD functions', 'quantum chromodynamics'], 'paper': [\"utilize the Riemann sum method to assess specific QCD correlation functions in the quantum chromodynamics' large-Nc limit\"]}}"}]} +{"conversations": [{"role": "user", "content": "Show me publications from the coauthors of \"Effect of the high-order resonances on the orbital evolution of objects near geostationary orbit,\" where they further explore observations and simulations of similar orbital resonances."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Effect of the high-order resonances on the orbital evolution of objects near geostationary orbit', 'observations and simulations of similar orbital resonances']}}"}]} +{"conversations": [{"role": "user", "content": "Can I find other studies exploring the use of ZnO/ZnS core-shell nanowire arrays for photovoltaic applications, authored by the same researchers who published 'Vertically Aligned ZnO Nanorod Arrays Coated with SnO2/Noble Metal Nanoparticles for Highly Sensitive and Selective Gas Detection' ?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Vertically Aligned ZnO Nanorod Arrays Coated with SnO2/Noble Metal Nanoparticles for Highly Sensitive and Selective Gas Detection', 'use of ZnO/ZnS core-shell nanowire arrays for photovoltaic applications']}}"}]} +{"conversations": [{"role": "user", "content": "Search for publications by Dana A. Browne related to quantum criticality on Arxiv."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['Dana A. Browne'], 'paper': ['quantum criticality on Arxiv']}}"}]} +{"conversations": [{"role": "user", "content": "Show me publications by S. J. Poon on the development and outlook of spin transfer torque RAM."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['S. J. Poon'], 'paper': ['development and outlook of spin transfer torque RAM']}}"}]} +{"conversations": [{"role": "user", "content": "Could you show me a collection of research publications in Information Visualization that focus on the examination of visualization tools?"}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['Information Visualization'], 'paper': ['examination of visualization tools']}}"}]} +{"conversations": [{"role": "user", "content": "Show me papers by Kazuya Okimatsu focused on time-resolved reflectance modeling."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['Kazuya Okimatsu'], 'paper': ['time-resolved reflectance modeling']}}"}]} +{"conversations": [{"role": "user", "content": "Show me publications by Nan-Wei Chen on the generation of short millimeter-wave pulse techniques."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['Nan-Wei Chen'], 'paper': ['generation of short millimeter-wave pulse techniques']}}"}]} +{"conversations": [{"role": "user", "content": "Find papers from the co-authors of 'Laser-induced voltage effects in Ca 3 Co 4 O 9 thin films on tilted LaAlO 3 (001) substrates grown by chemical solution deposition' that also explore photovoltaic properties."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Laser-induced voltage effects in Ca 3 Co 4 O 9 thin films on tilted LaAlO 3 (001) substrates grown by chemical solution deposition', 'photovoltaic properties']}}"}]} +{"conversations": [{"role": "user", "content": "Does the Academy of Fine Arts, Helsinki have any publications on the study of laser cleaning for historic metals in relation to surface micromachining?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper <- field_of_study', 'Restriction': {'institution': ['Academy of Fine Arts, Helsinki'], 'paper': ['study of laser cleaning for historic metals in relation to surface micromachining'], 'field_of_study': ['laser cleaning', 'historic metals', 'surface micromachining']}}"}]} +{"conversations": [{"role": "user", "content": "Which research papers that operate at angstrom wavelengths have either cited or been referred to in the study \"Nonlinear Spectroscopy with X-Ray Two-Photon Absorption in Metallic Copper\"?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['Nonlinear Spectroscopy with X-Ray Two-Photon Absorption in Metallic Copper', 'operate at angstrom wavelengths']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any research papers, related to 'Moore-Penrose generalized inverse of the gradient tensor in Euler's equation for locating a magnetic dipole,' that are written by the same coauthor and deal with the same subject? Specifically, I'm looking for papers discussing a similar magnetic position sensor that might be used to locate the described dipole. Furthermore, could they leverage the same mathematics for solving sensor localization problems?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': [\"Moore-Penrose generalized inverse of the gradient tensor in Euler's equation for locating a magnetic dipole\", 'discussing a similar magnetic position sensor that might be used to locate the described dipole', 'leverage the same mathematics for solving sensor localization problems']}}"}]} +{"conversations": [{"role": "user", "content": "What other research papers focusing on the stability of accretion disc models have been referenced in the study titled \"Vortices in stratified protoplanetary disks : From baroclinic instability to vortex layers\"?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['stability of accretion disc models', 'Vortices in stratified protoplanetary disks : From baroclinic instability to vortex layers']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any research papers, co-authored by the same authors of \"The meteor-shower complex of comet C/1917 F1 (Mellish)\", focusing on Simulated computational models of the stream of comet C/1917 F1, and furthering the understanding of its impacts on the associated meteor-shower complex?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['The meteor-shower complex of comet C/1917 F1 (Mellish)', 'Simulated computational models of the stream of comet C/1917 F1, and furthering the understanding of its impacts on the associated meteor-shower complex']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any publications by the co-authors of the paper \"Structural compression and vibrational properties of Bi12SiO20 sillenite from experiment and theory\" that investigate the properties of petalite either experimentally or theoretically?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Structural compression and vibrational properties of Bi12SiO20 sillenite from experiment and theory', 'properties of petalite either experimentally or theoretically']}}"}]} +{"conversations": [{"role": "user", "content": "Show me publications by L. Misoguti on the study of glass optical properties."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['L. Misoguti'], 'paper': ['study of glass optical properties']}}"}]} +{"conversations": [{"role": "user", "content": "Articles on relaxation dynamics in synthetic antiferromagnets authored by Tambov State Technical University researchers"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['Tambov State Technical University'], 'paper': ['relaxation dynamics in synthetic antiferromagnets']}}"}]} +{"conversations": [{"role": "user", "content": "Search for academic papers featuring a common author with \"High speed non-mechanical two-dimensional KTN beam deflector enabled by space charge and temperature gradient deflection\", that are in the same scientific field, and discuss the potential improvement of EO modulator performance through the application of non-equilibrium nanodisordered crystals."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['High speed non-mechanical two-dimensional KTN beam deflector enabled by space charge and temperature gradient deflection', 'potential improvement of EO modulator performance through the application of non-equilibrium nanodisordered crystals']}}"}]} +{"conversations": [{"role": "user", "content": "Find additional publications from co-authors of \"The Structural, Dielectric, Lattice Dynamical and Thermodynamic Properties of Zinc-Blende CdX(X=S, Se, Te) from First-Principles Analysis\" that delve into the properties of ceramic compounds."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['The Structural, Dielectric, Lattice Dynamical and Thermodynamic Properties of Zinc-Blende CdX(X=S, Se, Te) from First-Principles Analysis', 'properties of ceramic compounds']}}"}]} +{"conversations": [{"role": "user", "content": "Show me publications by W. Gl\u00f6ckle that cover calculations of the three-body nuclear force."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['W. Gl\u00f6ckle'], 'paper': ['calculations of the three-body nuclear force']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for publications that discuss the calculation of gamma-ray and neutrino emission from dark matter annihilation within cosmic structures, which are referenced in \"Extragalactic diffuse gamma-rays from dark matter annihilation: revised prediction and full modelling uncertainties\"."}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['calculation of gamma-ray and neutrino emission from dark matter annihilation within cosmic structures', 'Extragalactic diffuse gamma-rays from dark matter annihilation: revised prediction and full modelling uncertainties']}}"}]} +{"conversations": [{"role": "user", "content": "List papers discussing Fano resonance effects within optical nanocavities, specifically relating to filtering functions."}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['Fano resonance effects', 'optical nanocavities', 'filtering functions']}}"}]} +{"conversations": [{"role": "user", "content": "Papers by A. Brizius on measuring CMB polarization spectra at 95 GHz"}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['A. Brizius'], 'paper': ['measuring CMB polarization spectra at 95 GHz']}}"}]} +{"conversations": [{"role": "user", "content": "Could you locate articles in the same field as the 2015 publication, 'Varying driver velocity fields in photospheric MHD wave simulations', that explore magnetohydrodynamic waves and have at least one shared co-author?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> field_of_study -> paper -> author -> paper', 'Restriction': {'paper': ['Varying driver velocity fields in photospheric MHD wave simulations', 'magnetohydrodynamic waves'], 'field_of_study': ['magnetohydrodynamic waves', 'MHD wave simulations']}}"}]} +{"conversations": [{"role": "user", "content": "Does Pacific University have any Physics papers discussing nonlinear absorption behaviors?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper <- field_of_study', 'Restriction': {'institution': ['Pacific University'], 'paper': ['nonlinear absorption behaviors'], 'field_of_study': ['Physics']}}"}]} +{"conversations": [{"role": "user", "content": "Search Arxiv for publications by Motorola Solutions authors on novel methods for compliance testing."}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['Motorola Solutions'], 'paper': ['novel methods for compliance testing']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any optoelectronics research publications from M.A.M College of Engineering that focus on theoretical modeling and performance prediction of devices?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['M.A.M College of Engineering'], 'paper': ['optoelectronics', 'theoretical modeling and performance prediction of devices']}}"}]} +{"conversations": [{"role": "user", "content": "What other research related to normal stresses in suspensions has cited or been cited by the study \"Normal stress differences in non-Brownian fiber suspensions\"?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['Normal stress differences in non-Brownian fiber suspensions', 'normal stresses in suspensions']}}"}]} +{"conversations": [{"role": "user", "content": "Could you show me papers related to Ionophone that discuss irregular geometric focus?"}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['Ionophone'], 'paper': ['irregular geometric focus']}}"}]} +{"conversations": [{"role": "user", "content": "Find publications that reference or are referenced by \"Fast gated imaging of the collisionless interaction of a laser-produced and magnetized ambient plasma\" in the context of laser-driven shock studies."}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper <- field_of_study', 'Restriction': {'paper': ['Fast gated imaging of the collisionless interaction of a laser-produced and magnetized ambient plasma', 'laser-driven shock studies'], 'field_of_study': ['laser-driven shock studies']}}"}]} +{"conversations": [{"role": "user", "content": "Find papers authored by scholars at Gyumri State Pedagogical Institute on the topic of electromagnetic fields in proximity to cosmic strings."}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['Gyumri State Pedagogical Institute'], 'paper': ['electromagnetic fields in proximity to cosmic strings']}}"}]} +{"conversations": [{"role": "user", "content": "Could you find some papers on the thermal impact of double-skin facades in the context of cooling load research?"}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['thermal impact', 'cooling load research'], 'paper': ['thermal impact of double-skin facades']}}"}]} +{"conversations": [{"role": "user", "content": "Does the Center for Advanced Studies Research and Development in Sardinia have any Physics-oriented papers focusing on predicting solar power production for the next day?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper <- field_of_study', 'Restriction': {'institution': ['Center for Advanced Studies Research and Development in Sardinia'], 'paper': ['predicting solar power production for the next day'], 'field_of_study': ['Physics']}}"}]} +{"conversations": [{"role": "user", "content": "Show me the publications authored by the co-authors of 'Fluctuations of current in nonstationary diffusive lattice gases' which also delve into different extinction methods in non-stationary diffusive systems."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Fluctuations of current in nonstationary diffusive lattice gases', 'different extinction methods in non-stationary diffusive systems']}}"}]} +{"conversations": [{"role": "user", "content": "What are some research papers related to optical forces that reference or are pertinent to \"The effects of multiple scattering to optical forces on a sphere in an evanescent field\"?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['optical forces', 'The effects of multiple scattering to optical forces on a sphere in an evanescent field']}}"}]} +{"conversations": [{"role": "user", "content": "Can I find any research publications related to the field of \"Bipolar resistive switching based on bis(8-hydroxyquinoline) cadmium complex: Mechanism and non-volatile memory application\", with at least one mutual author, focusing on an organic phototransistor utilizing a C60 buffer layer?"}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper -> author -> paper', 'Restriction': {'field_of_study': ['Bipolar resistive switching', 'bis(8-hydroxyquinoline) cadmium complex', 'non-volatile memory application'], 'paper': ['Bipolar resistive switching based on bis(8-hydroxyquinoline) cadmium complex: Mechanism and non-volatile memory application', 'organic phototransistor utilizing a C60 buffer layer']}}"}]} +{"conversations": [{"role": "user", "content": "I'm looking for articles that have at least one shared author with the paper, \"Kondo Physics in Non-Local Metallic Spin Transport Devices.\" Additionally, these papers should explore the topic of domain wall charge distribution in nanowires, and be in the same field of study."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper <- field_of_study', 'Restriction': {'paper': ['Kondo Physics in Non-Local Metallic Spin Transport Devices', 'domain wall charge distribution in nanowires'], 'field_of_study': ['nanowires', 'domain wall charge distribution']}}"}]} +{"conversations": [{"role": "user", "content": "Publications on molecular gas and dust characteristics in galaxies by authors affiliated with the Catalan Institution for Research and Advanced Studies"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['Catalan Institution for Research and Advanced Studies'], 'paper': ['molecular gas and dust characteristics in galaxies']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any studies on air pollution levels which have referenced \"Characterization and Seasonal Variations of Organic and Elemental Carbon and Levoglucosan in PM10 in Krynica Zdroj, Poland\", a paper discussing seasonal changes in particulate matter air pollution?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['Characterization and Seasonal Variations of Organic and Elemental Carbon and Levoglucosan in PM10 in Krynica Zdroj, Poland', 'air pollution levels']}}"}]} +{"conversations": [{"role": "user", "content": "Search for articles with a common author of \"New \u03b2-delayed proton lines from 23 Al,\" focusing on radioactive decay, which detail experiments conducted with a recoil spectrometer similar to that mentioned in the shared authorship publication."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper <- field_of_study', 'Restriction': {'paper': ['New \u03b2-delayed proton lines from 23 Al', 'experiments conducted with a recoil spectrometer'], 'field_of_study': ['radioactive decay']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any other publications by the co-authors of \"The Cessation of Continuous Turbulence as Precursor of the Very Stable Nocturnal Boundary Layer\" that also delve into the topic of evening boundary layer turbulence?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['The Cessation of Continuous Turbulence as Precursor of the Very Stable Nocturnal Boundary Layer', 'evening boundary layer turbulence']}}"}]} +{"conversations": [{"role": "user", "content": "Show me publications by Gabor Csathy on the impact of disorder in fractional quantum Hall states."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['Gabor Csathy'], 'paper': ['impact of disorder in fractional quantum Hall states']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any Optics-related research papers from the Cross Cancer Institute in Edmonton, mentioning RF shielding experiments for linac-MRI systems, published in 2010?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper <- field_of_study', 'Restriction': {'institution': ['Cross Cancer Institute in Edmonton'], 'paper': ['RF shielding experiments for linac-MRI systems', 'published in 2010'], 'field_of_study': ['Optics']}}"}]} +{"conversations": [{"role": "user", "content": "Show me publications from co-authors of the 'Silicon nitride directional coupler interferometer for surface sensing' paper that also delve into the application of silicon nitride directional couplers in biosensing."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Silicon nitride directional coupler interferometer for surface sensing', 'application of silicon nitride directional couplers in biosensing']}}"}]} +{"conversations": [{"role": "user", "content": "Show me research papers published by the coauthors of \"Neutrinoless Double-\u03b2 Decay with Nonstandard Majoron Emission,\" discussing radiative neutrino masses and potential dark matter candidates."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Neutrinoless Double-\u03b2 Decay with Nonstandard Majoron Emission', 'radiative neutrino masses and potential dark matter candidates']}}"}]} +{"conversations": [{"role": "user", "content": "List publications addressing CVD graphene dry transfer techniques for spintronic devices."}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['CVD graphene', 'dry transfer techniques', 'spintronic devices']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for papers with at least one common author as \"Termination of pinned spirals by local stimuli\" which delve into spiral wave elimination techniques in cardiac tissues, similar to how this paper modulates spiral wave reentrant activity. Specifically, would like to explore more work regarding controlling spiral wave dynamics within the same research domain."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Termination of pinned spirals by local stimuli', 'spiral wave elimination techniques in cardiac tissues', 'controlling spiral wave dynamics within the same research domain']}}"}]} +{"conversations": [{"role": "user", "content": "Search for articles on fenestration studying the benefits of daylighting systems equipped with micro-mirrors."}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['fenestration', 'daylighting systems'], 'paper': ['benefits of daylighting systems equipped with micro-mirrors']}}"}]} +{"conversations": [{"role": "user", "content": "What papers are referenced by \"THE SURPRISINGLY CONSTANT STRENGTH OF O VI ABSORBERS OVER COSMIC TIME\" and also discuss intergalactic oxygen in relation to the findings of this foundational study?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper <- field_of_study', 'Restriction': {'paper': ['THE SURPRISINGLY CONSTANT STRENGTH OF O VI ABSORBERS OVER COSMIC TIME', 'intergalactic oxygen in relation to the findings of this foundational study'], 'field_of_study': ['intergalactic oxygen']}}"}]} +{"conversations": [{"role": "user", "content": "Publications on nanoparticle formation in Korean sites by authors affiliated with the National Institute of Environmental Research in Korea"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['National Institute of Environmental Research in Korea'], 'paper': ['nanoparticle formation in Korean sites']}}"}]} +{"conversations": [{"role": "user", "content": "Find papers citing or cited by \"Visualizing Spacetime Curvature via Gradient Flows III: The Kerr Metric and the Transitional Values of the Spin Parameter\" that also involve the visualization of spacetime curvature."}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['Visualizing Spacetime Curvature via Gradient Flows III: The Kerr Metric and the Transitional Values of the Spin Parameter', 'visualization of spacetime curvature']}}"}]} +{"conversations": [{"role": "user", "content": "Which literature reviews on structure and magnetism have referred to, or been referred to by, the study \"Modelling and comparison of trapped fields in (RE)BCO bulk superconductors for activation using pulsed field magnetization\"?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['structure and magnetism', 'Modelling and comparison of trapped fields in (RE)BCO bulk superconductors for activation using pulsed field magnetization']}}"}]} +{"conversations": [{"role": "user", "content": "Can you find papers that are referenced in \"Theory of Anode Region of Short High-Current Vacuum Arc\" and also tackle the topic of plasma flow regimes?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['Theory of Anode Region of Short High-Current Vacuum Arc', 'plasma flow regimes']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for papers in the field of pulsar astrophysics co-authored by any of the authors of \"Polarized curvature radiation in pulsar magnetosphere\" specifically identifying HII regions in a radio survey of the galactic plane."}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper -> author -> paper', 'Restriction': {'field_of_study': ['pulsar astrophysics'], 'paper': ['Polarized curvature radiation in pulsar magnetosphere', 'identifying HII regions in a radio survey of the galactic plane']}}"}]} +{"conversations": [{"role": "user", "content": "Find publications by authors affiliated with Herlev Hospital on the application of random forests for generating CT images from MRI images."}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['Herlev Hospital'], 'paper': ['application of random forests for generating CT images from MRI images']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any papers by researchers from the Slovenian Academy of Sciences and Arts that examine temperature and precipitation data in Slovenia from 1961 to 2011?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['Slovenian Academy of Sciences and Arts'], 'paper': ['temperature and precipitation data in Slovenia from 1961 to 2011']}}"}]} +{"conversations": [{"role": "user", "content": "Could you find articles on JAMS regarding disordered configurations in vehicular traffic simulations? I am looking for studies that examine the effects of heterogeneous entry and exit rates on traffic jam formation and resolution in modeling scenarios."}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['disordered configurations in vehicular traffic simulations', 'heterogeneous entry and exit rates', 'traffic jam formation and resolution', 'modeling scenarios']}}"}]} +{"conversations": [{"role": "user", "content": "Find publications that test theoretical relationships in atomic gases and are referenced by \"Transverse Demagnetization Dynamics of a Unitary Fermi Gas\"."}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['Transverse Demagnetization Dynamics of a Unitary Fermi Gas', 'test theoretical relationships in atomic gases']}}"}]} +{"conversations": [{"role": "user", "content": "Can you find papers that are cited in \"Supersymmetry restoration in superstring perturbation theory\" and also delve into the topic of super period matrices?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['Supersymmetry restoration in superstring perturbation theory', 'super period matrices']}}"}]} +{"conversations": [{"role": "user", "content": "Could you find me the papers on graphene nanogap fabrication that are referenced in the study 'Transport mechanism in ambipolar pentacene organic thin film transistors with lithium fluoride gate dielectric'?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['graphene nanogap fabrication', 'Transport mechanism in ambipolar pentacene organic thin film transistors with lithium fluoride gate dielectric']}}"}]} +{"conversations": [{"role": "user", "content": "Please list articles related to VVER focusing on the analysis of radial variable distributions inside these nuclear reactors."}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['VVER', 'nuclear reactors'], 'paper': ['analysis of radial variable distributions inside these nuclear reactors']}}"}]} +{"conversations": [{"role": "user", "content": "Can you find any papers from around 2011 that discuss new findings made with fiber lasers, and share some authors with the paper titled \"The use of nonlinear dynamics of erbium-doped fiber laser at pump modulation for intra-cavity sensing\"?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['The use of nonlinear dynamics of erbium-doped fiber laser at pump modulation for intra-cavity sensing', 'new findings made with fiber lasers around 2011']}}"}]} +{"conversations": [{"role": "user", "content": "What are the papers discussing enhancement strategies for CdTe solar cells performance that are referenced in the paper titled \"Te Layer to Reduce the CdTe Back-Contact Barrier\"?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['enhancement strategies for CdTe solar cells performance', 'Te Layer to Reduce the CdTe Back-Contact Barrier']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any 2015 papers about ballistic transport in silicene barriers that are co-written by an author of \"Wave-like transmission in waveguides with spatially modulated strengths of the Rashba and Dresselhaus terms of the spin\u2013orbit interaction\" and also in its same field of study?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper <- field_of_study', 'Restriction': {'paper': ['Wave-like transmission in waveguides with spatially modulated strengths of the Rashba and Dresselhaus terms of the spin\u2013orbit interaction', 'ballistic transport in silicene barriers', '2015'], 'field_of_study': ['ballistic transport', 'silicene barriers']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any papers in the field of InyGa1\u2212yP solar cells that have a shared author with the paper titled \"GaAsP solar cells on GaP substrates by molecular beam epitaxy\"?"}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper -> author -> paper', 'Restriction': {'field_of_study': ['InyGa1\u2212yP solar cells'], 'paper': ['GaAsP solar cells on GaP substrates by molecular beam epitaxy']}}"}]} +{"conversations": [{"role": "user", "content": "Show me the papers discussing phase-shift interferometry methods, authored by the collaborators on the paper \"Palm-size wide-field Fourier spectroscopic imager with uncooled infrared microbolometer arrays for smartphone\"."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Palm-size wide-field Fourier spectroscopic imager with uncooled infrared microbolometer arrays for smartphone', 'phase-shift interferometry methods']}}"}]} +{"conversations": [{"role": "user", "content": "Show me research papers on heat transfer from the University of Western Macedonia authors on Arxiv."}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['University of Western Macedonia'], 'paper': ['heat transfer']}}"}]} +{"conversations": [{"role": "user", "content": "Find publications by Jos\u00e9 Gonzalez-Aguilar on the topic of radiation propagation analysis."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['Jos\u00e9 Gonzalez-Aguilar'], 'paper': ['radiation propagation analysis']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any additional research studies related to the investigation of 2D Peierls instability through zone-boundary Dirac line nodes in layered perovskite oxides, as mentioned in the paper \"Two-dimensional Peierls instability via zone-boundary Dirac line nodes in layered perovskite oxides\", authored by the same researchers?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Two-dimensional Peierls instability via zone-boundary Dirac line nodes in layered perovskite oxides', 'investigation of 2D Peierls instability through zone-boundary Dirac line nodes in layered perovskite oxides']}}"}]} +{"conversations": [{"role": "user", "content": "Could you help me find papers related to Counterfactual definiteness that delve into the usage and comparison of various quantum correlation measures? I'm specifically looking for studies that examine how these measures are implemented in the context of counterfactual definiteness."}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['Counterfactual definiteness', 'quantum correlation measures'], 'paper': ['usage and comparison of various quantum correlation measures', 'implementation in the context of counterfactual definiteness']}}"}]} +{"conversations": [{"role": "user", "content": "I'm interested in finding research papers that have a shared author with \"Modeling emission lag after photoexcitation\", belong to the same study field, and provide discussions on resonant tunneling behavior. The aim is to deepen my understanding of microscopic level tunneling in various material systems."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper <- field_of_study', 'Restriction': {'paper': ['Modeling emission lag after photoexcitation', 'resonant tunneling behavior', 'microscopic level tunneling in various material systems'], 'field_of_study': ['resonant tunneling', 'microscopic level tunneling']}}"}]} +{"conversations": [{"role": "user", "content": "Searching for publications linked to AREA Science Park focusing on hard x-ray spectroscopy techniques and their use in Reflectometry."}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper <- field_of_study', 'Restriction': {'institution': ['AREA Science Park'], 'paper': ['hard x-ray spectroscopy techniques and their use in Reflectometry'], 'field_of_study': ['hard x-ray spectroscopy', 'Reflectometry']}}"}]} +{"conversations": [{"role": "user", "content": "Show me 2017 papers by coauthors of 'Rigorous electromagnetic test of super-oscillatory lens' discussing a method to generate an optical needle."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Rigorous electromagnetic test of super-oscillatory lens', '2017', 'method to generate an optical needle']}}"}]} +{"conversations": [{"role": "user", "content": "Find publications by Kouroch Mahdjoubi on the topic of energy and momentum transfer from waves to objects."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['Kouroch Mahdjoubi'], 'paper': ['energy and momentum transfer from waves to objects']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any papers by authors from the Institute of Company Secretaries of India discussing the hydrodynamic characteristics of mixed catalytic packing?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['Institute of Company Secretaries of India'], 'paper': ['hydrodynamic characteristics of mixed catalytic packing']}}"}]} +{"conversations": [{"role": "user", "content": "Show me publications by coauthors of 'Correlation between the variation of the ionizing continuum and broad absorption lines' focusing on the temporal changes in quasar absorption spectra."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Correlation between the variation of the ionizing continuum and broad absorption lines', 'temporal changes in quasar absorption spectra']}}"}]} +{"conversations": [{"role": "user", "content": "Show me articles by Silvia Catalan related to metal-poor dwarf stars."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['Silvia Catalan'], 'paper': ['metal-poor dwarf stars']}}"}]} +{"conversations": [{"role": "user", "content": "Show me publications by Shuqian Sun on the topic of time-resolved processes in photonics."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['Shuqian Sun'], 'paper': ['time-resolved processes in photonics']}}"}]} +{"conversations": [{"role": "user", "content": "Find research papers from co-authors of \"Rarefaction and dissipation effects on transport phenomena associated with an immiscible two-phase flow within a shaft-housing micro configuration\", that also focus on the topic of flow through porous media?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Rarefaction and dissipation effects on transport phenomena associated with an immiscible two-phase flow within a shaft-housing micro configuration', 'flow through porous media']}}"}]} +{"conversations": [{"role": "user", "content": "Search for publications by Mark Paetkau focusing on the use of computed tomography (CT) in educational settings."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['Mark Paetkau'], 'paper': ['use of computed tomography (CT) in educational settings']}}"}]} +{"conversations": [{"role": "user", "content": "Find publications by Khomdram Jolson Singh on comparative analysis of back surface field layer materials in photovoltaic cells."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['Khomdram Jolson Singh'], 'paper': ['comparative analysis of back surface field layer materials in photovoltaic cells']}}"}]} +{"conversations": [{"role": "user", "content": "Can you find 2013 publications from authors associated with the Indian National Centre for Ocean Information Services?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['Indian National Centre for Ocean Information Services'], 'paper': ['2013']}}"}]} +{"conversations": [{"role": "user", "content": "Find publications by Paola Gentile focusing on topological charge transport in bent semiconductor pathways."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['Paola Gentile'], 'paper': ['topological charge transport in bent semiconductor pathways']}}"}]} +{"conversations": [{"role": "user", "content": "I'm looking for papers related to the field of spin filtering neutrons that have at least one common coauthor with the study \"Spin filtering neutrons with a proton target dynamically polarized using photo-excited triplet states\". Additionally, these studies should propose a fast sample loading method as outlined in that experiment."}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper -> author -> paper', 'Restriction': {'field_of_study': ['spin filtering neutrons'], 'paper': ['Spin filtering neutrons with a proton target dynamically polarized using photo-excited triplet states', 'propose a fast sample loading method as outlined in that experiment']}}"}]} +{"conversations": [{"role": "user", "content": "What are the papers discussed thermal conduction in nanomaterials and referenced by the study \"Transferable and flexible resistive switching memory devices based on PMMA films with embedded Fe3O4 nanoparticles\"?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['thermal conduction in nanomaterials', 'Transferable and flexible resistive switching memory devices based on PMMA films with embedded Fe3O4 nanoparticles']}}"}]} +{"conversations": [{"role": "user", "content": "Mingfa Yao publications on femtosecond laser-based carbon monoxide detection"}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['Mingfa Yao'], 'paper': ['femtosecond laser-based carbon monoxide detection']}}"}]} +{"conversations": [{"role": "user", "content": "Show me publications by Raheel Ali on characterizing laser-produced plasmas."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['Raheel Ali'], 'paper': ['characterizing laser-produced plasmas']}}"}]} +{"conversations": [{"role": "user", "content": "What are the papers on graphene Raman spectroscopy that are referenced in the study \"Study of graphene growth on copper foil by pulsed laser deposition at reduced temperature\"?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['graphene Raman spectroscopy', 'Study of graphene growth on copper foil by pulsed laser deposition at reduced temperature']}}"}]} +{"conversations": [{"role": "user", "content": "Show me publications by Zhixu Jia on incorporating nanoparticles into polymers for use in optical waveguides."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['Zhixu Jia'], 'paper': ['incorporating nanoparticles into polymers for use in optical waveguides']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any papers by the China Geological Survey on the study of water Raman spectra from 253-753K?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['China Geological Survey'], 'paper': ['study of water Raman spectra from 253-753K']}}"}]} +{"conversations": [{"role": "user", "content": "Show me the 2012 publications on LC alignment methods from authors who have also contributed to the paper 'Spatial and orientational control of liquid crystal alignment using a surface localized polymer layer'."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Spatial and orientational control of liquid crystal alignment using a surface localized polymer layer', '2012 publications on LC alignment methods']}}"}]} +{"conversations": [{"role": "user", "content": "Could you show me some papers talking about optical table designs aiming to minimize vibrations for sensitive experiments?"}, {"role": "assistant", "content": "{'Metapath': 'paper', 'Restriction': {'paper': ['optical table designs aiming to minimize vibrations for sensitive experiments']}}"}]} +{"conversations": [{"role": "user", "content": "Low-voltage characterization system articles authored by Monmouth College scientists"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['Monmouth College'], 'paper': ['Low-voltage characterization system']}}"}]} +{"conversations": [{"role": "user", "content": "I'm looking for research papers relating to combustion and flame analysis that have shared authorship with the paper titled \"Temperature measurements in an axisymmetric methane\u2013air flame using Talbot images\". Specifically, these papers should discuss the evaporation of femtoliter droplets on metallic substrates."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Temperature measurements in an axisymmetric methane\u2013air flame using Talbot images', 'evaporation of femtoliter droplets on metallic substrates', 'combustion and flame analysis']}}"}]} +{"conversations": [{"role": "user", "content": "Search for publications from the University of Verona on adaptive optics pre-compensation in optical communication."}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['University of Verona'], 'paper': ['adaptive optics pre-compensation in optical communication']}}"}]} +{"conversations": [{"role": "user", "content": "Search for 2010 physics papers associated with Lexmark involving discussion on optical forces in cylindrical cloaks."}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper <- field_of_study', 'Restriction': {'institution': ['Lexmark'], 'paper': ['2010', 'optical forces in cylindrical cloaks'], 'field_of_study': ['physics']}}"}]} +{"conversations": [{"role": "user", "content": "Find publications by coauthors of \"45-Gbps 3D-CAP transmission over a 16-GHz bandwidth SSMF link assisted by Wiener filtering\" that discuss the application of probabilistic shaping in DMT for enhancing spectral efficiency in optical fiber networks."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['45-Gbps 3D-CAP transmission over a 16-GHz bandwidth SSMF link assisted by Wiener filtering', 'application of probabilistic shaping in DMT for enhancing spectral efficiency in optical fiber networks']}}"}]} +{"conversations": [{"role": "user", "content": "What other research discussing line profile variability has referenced or been cited in the study \"Rossiter-mclaughlin effect in emission from UX Ori stars\"?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['line profile variability', 'Rossiter-mclaughlin effect in emission from UX Ori stars']}}"}]} +{"conversations": [{"role": "user", "content": "Show me articles on Spiropentane that study its infrared spectroscopy for enhanced comprehension of the compound."}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['Spiropentane', 'infrared spectroscopy'], 'paper': ['enhanced comprehension of the compound']}}"}]} +{"conversations": [{"role": "user", "content": "Show me a collection of publications related to radiative processes that explore the reconstruction of electron bunch profiles through the use of coherent Smith-Purcell radiation."}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['radiative processes'], 'paper': ['reconstruction of electron bunch profiles through the use of coherent Smith-Purcell radiation']}}"}]} +{"conversations": [{"role": "user", "content": "Publications by authors affiliated with the National Space Organization on the incorporation of structural analysis within liquid propulsion system simulations."}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['National Space Organization'], 'paper': ['incorporation of structural analysis within liquid propulsion system simulations']}}"}]} +{"conversations": [{"role": "user", "content": "Show me articles by Edward Leen investigating dynamic range and adjustments in amplification levels."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['Edward Leen'], 'paper': ['dynamic range and adjustments in amplification levels']}}"}]} +{"conversations": [{"role": "user", "content": "Show me publications by Yantang Huang on low-threshold stimulated Brillouin scattering."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['Yantang Huang'], 'paper': ['low-threshold stimulated Brillouin scattering']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any studies by scholars at Magadh University that explore the monogamy conditions for quantum correlations?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['Magadh University'], 'paper': ['monogamy conditions for quantum correlations']}}"}]} +{"conversations": [{"role": "user", "content": "Publications by Magneti Marelli authors on boiling properties"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['Magneti Marelli'], 'paper': ['boiling properties']}}"}]} +{"conversations": [{"role": "user", "content": "Look for papers that, like \"Investigating performance of microchannel evaporators with different manifold structures\", are written by a common author, fall under refrigerant evaporator research and study the environmental consequences and performance of R1234yf as a sustainable alternative to R134a\"."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper <- field_of_study', 'Restriction': {'paper': ['Investigating performance of microchannel evaporators with different manifold structures', 'environmental consequences and performance of R1234yf as a sustainable alternative to R134a'], 'field_of_study': ['refrigerant evaporator research']}}"}]} +{"conversations": [{"role": "user", "content": "Can I find any papers with a shared coauthor from \"High-speed tomography of local-plasma-induced rapid microwave sintering of aluminum\", that discusses electrical conductivity measurements on periclase up to 1700K and fall under the same research domain?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['High-speed tomography of local-plasma-induced rapid microwave sintering of aluminum', 'electrical conductivity measurements on periclase up to 1700K and fall under the same research domain']}}"}]} +{"conversations": [{"role": "user", "content": "Show me articles authored by collaborators of the paper \"Structural and Electronic Properties and Phonons of Platinum Nitrides by Density Functional Theory\", that also explore the properties of metal compounds using computational modeling methods like the platinum nitride study?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Structural and Electronic Properties and Phonons of Platinum Nitrides by Density Functional Theory', 'properties of metal compounds using computational modeling methods like the platinum nitride study']}}"}]} +{"conversations": [{"role": "user", "content": "Show me publications that have an author in common with \"Detection of small exchange fields in S/F structures\" and cover the topic of Josephson transport in ferromagnetic insulators."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Detection of small exchange fields in S/F structures', 'Josephson transport in ferromagnetic insulators']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any research publications linked to the Dallas Museum of Art related to the Polarization of waves and active matter models that could shed light on the self-organizing behaviors observed in specific biological systems?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper <- field_of_study', 'Restriction': {'institution': ['Dallas Museum of Art'], 'paper': ['Polarization of waves and active matter models that could shed light on the self-organizing behaviors observed in specific biological systems'], 'field_of_study': ['Polarization of waves', 'active matter models', 'self-organizing behaviors', 'biological systems']}}"}]} +{"conversations": [{"role": "user", "content": "Find publications by G. Smith on accurate electron scattering experiments."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['G. Smith'], 'paper': ['accurate electron scattering experiments']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any Astrophysics papers from 2011 discussing stellar activity and affiliated with the University of Warwick Science Park?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper <- field_of_study', 'Restriction': {'institution': ['University of Warwick Science Park'], 'paper': ['2011'], 'field_of_study': ['Astrophysics', 'stellar activity']}}"}]} +{"conversations": [{"role": "user", "content": "Publications by International Water Management Institute authors on satellite rainfall product accuracy assessment over African lake basins"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper <- field_of_study', 'Restriction': {'institution': ['International Water Management Institute'], 'paper': ['satellite rainfall product accuracy assessment over African lake basins'], 'field_of_study': ['satellite', 'rainfall', 'African lake basins']}}"}]} +{"conversations": [{"role": "user", "content": "2019 publications from The American College of Financial Services discussing spin-dependent resonant tunneling in semiconductor heterostructures?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['The American College of Financial Services'], 'paper': ['2019', 'spin-dependent resonant tunneling in semiconductor heterostructures']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any 2012 Physics-related papers linked to Southampton General Hospital, discussing the initial integrated CMOS imaging array?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper <- field_of_study', 'Restriction': {'institution': ['Southampton General Hospital'], 'paper': ['2012', 'initial integrated CMOS imaging array'], 'field_of_study': ['Physics']}}"}]} +{"conversations": [{"role": "user", "content": "I'm searching for articles about novel systems for assessing surface dose in skin electron therapy within electron therapy research."}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['electron therapy'], 'paper': ['novel systems for assessing surface dose in skin electron therapy']}}"}]} +{"conversations": [{"role": "user", "content": "Find papers from coauthors of \"Optical Properties of BDK-Doped Highly Photosensitive Sol-Gel Hybrid Film\" that delved into other photosensitive hybrid materials."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Optical Properties of BDK-Doped Highly Photosensitive Sol-Gel Hybrid Film', 'other photosensitive hybrid materials']}}"}]} +{"conversations": [{"role": "user", "content": "Can you look up papers related to the field of study of \"SL(5) duality from canonical M2-brane\" that include a shared author and discuss the M5 algebra derived from generalized geometry?"}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper -> author -> paper', 'Restriction': {'field_of_study': ['SL(5) duality from canonical M2-brane'], 'paper': ['M5 algebra derived from generalized geometry']}}"}]} +{"conversations": [{"role": "user", "content": "Find papers discussing magnetic fluid stability, authored by co-authors of the paper titled, \"Approach for the three-body force effect in the optical limit approximation: Application to hadron-deuteron elastic scattering at high energies\"."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Approach for the three-body force effect in the optical limit approximation: Application to hadron-deuteron elastic scattering at high energies', 'magnetic fluid stability']}}"}]} +{"conversations": [{"role": "user", "content": "I am looking for research articles focused on single imaging system deblurring techniques that explore both the estimation and correction of atmospheric turbulence."}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['single imaging system deblurring techniques', 'estimation and correction of atmospheric turbulence']}}"}]} +{"conversations": [{"role": "user", "content": "I'm looking for research papers that have a shared author with \"The acoustic properties of borosilicate glass affected by oxide of rare earth gadolinium\". Additionally, these papers should be relevant to the field of CoO doped glasses for optical applications. The primary focus of interest lies in discussions surrounding the acoustic properties of rare earth oxide doped glasses along with their potential uses in optical applications, similar to the original paper."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper <- field_of_study', 'Restriction': {'paper': ['The acoustic properties of borosilicate glass affected by oxide of rare earth gadolinium', 'CoO doped glasses for optical applications', 'acoustic properties of rare earth oxide doped glasses', 'potential uses in optical applications'], 'field_of_study': ['optical applications', 'acoustic properties', 'rare earth oxide doped glasses']}}"}]} +{"conversations": [{"role": "user", "content": "Does Arxiv have any thermodynamics papers from \u00c9cole nationale sup\u00e9rieure des industries chimiques discussing novel refrigerant blends?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper <- field_of_study', 'Restriction': {'institution': ['\u00c9cole nationale sup\u00e9rieure des industries chimiques'], 'paper': ['novel refrigerant blends'], 'field_of_study': ['thermodynamics']}}"}]} +{"conversations": [{"role": "user", "content": "Which research papers, associated with the co-authors of \"C-Sb Materials as Candidate for Phase-Change Memory\", delve into the comparison of switching behaviors in phase-change memory materials?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['C-Sb Materials as Candidate for Phase-Change Memory', 'comparison of switching behaviors in phase-change memory materials']}}"}]} +{"conversations": [{"role": "user", "content": "Papers on photoinduced alterations in luminescent nanoparticles by authors affiliated with Petersburg State Transport University."}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['Petersburg State Transport University'], 'paper': ['photoinduced alterations in luminescent nanoparticles']}}"}]} +{"conversations": [{"role": "user", "content": "Find publications by Gem Shoute on fractal loop inductors."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['Gem Shoute'], 'paper': ['fractal loop inductors']}}"}]} +{"conversations": [{"role": "user", "content": "Could you show me some papers related to Global optimum that suggest new methods for reconstruction and registration?"}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['Global optimum'], 'paper': ['new methods for reconstruction and registration']}}"}]} +{"conversations": [{"role": "user", "content": "Which publications from the authors of \"The CMF as provenance of the stellar IMF\" also delve into the notion of a universal stellar initial mass function based on 2013 observations?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['The CMF as provenance of the stellar IMF', 'universal stellar initial mass function based on 2013 observations']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any papers from the Fourth Military Medical University that discuss high-order feedback in their research findings?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['Fourth Military Medical University'], 'paper': ['high-order feedback']}}"}]} +{"conversations": [{"role": "user", "content": "Search for publications from the University of L'Aquila related to solar wind and geomagnetic field observations in the area of solar wind studies."}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper <- field_of_study', 'Restriction': {'institution': [\"University of L'Aquila\"], 'paper': ['solar wind and geomagnetic field observations'], 'field_of_study': ['solar wind studies']}}"}]} +{"conversations": [{"role": "user", "content": "Find publications by Zhen Zhang on automated treatment planning using deep learning for predicted dose distributions."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['Zhen Zhang'], 'paper': ['automated treatment planning using deep learning for predicted dose distributions']}}"}]} +{"conversations": [{"role": "user", "content": "Does any research from Technische Universit\u00e4t M\u00fcnchen delve into the magnetic structure of heavy fermion materials related to their studies on Magnetic moment?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper <- field_of_study', 'Restriction': {'institution': ['Technische Universit\u00e4t M\u00fcnchen'], 'paper': ['magnetic structure of heavy fermion materials'], 'field_of_study': ['Magnetic moment']}}"}]} +{"conversations": [{"role": "user", "content": "Search for publications with a co-author from \"Source of an atmospheric-pressure plasma jet formed in air or nitrogen under barrier discharge excitation\" that investigate the impact of cathode design on electron energy, and explore plasma jet formation and characteristics with varying electrode configurations."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Source of an atmospheric-pressure plasma jet formed in air or nitrogen under barrier discharge excitation', 'impact of cathode design on electron energy', 'plasma jet formation and characteristics with varying electrode configurations']}}"}]} +{"conversations": [{"role": "user", "content": "What are some other papers that cite \"A Magnetic Field Separation Technique for a Scaled Model Ship through an Earth\u2019s Magnetic Field Simulator\" or explore the optimization of underwater magnetic fields for the separation of model ships?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['A Magnetic Field Separation Technique for a Scaled Model Ship through an Earth\u2019s Magnetic Field Simulator', 'optimization of underwater magnetic fields for the separation of model ships']}}"}]} +{"conversations": [{"role": "user", "content": "Quantum eraser measurements in fiber channels research papers from the University of Cape Coast in the field of Physics?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper <- field_of_study', 'Restriction': {'institution': ['University of Cape Coast'], 'paper': ['Quantum eraser measurements in fiber channels'], 'field_of_study': ['Physics']}}"}]} +{"conversations": [{"role": "user", "content": "What are the papers examining non-Markovian quantum evolution that are referenced within the study \"Canonical form of master equations and characterization of non-Markovianity\"?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['Canonical form of master equations and characterization of non-Markovianity', 'non-Markovian quantum evolution']}}"}]} +{"conversations": [{"role": "user", "content": "Publications on short pulse plasma behavior by University of Applied Sciences Deggendorf authors"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['University of Applied Sciences Deggendorf'], 'paper': ['short pulse plasma behavior']}}"}]} +{"conversations": [{"role": "user", "content": "Does Babasaheb Bhimrao Ambedkar University have any research publications on the investigation of heat transfer in porous media with the utilization of the Rayleigh number for natural convection analysis?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['Babasaheb Bhimrao Ambedkar University'], 'paper': ['investigation of heat transfer in porous media with the utilization of the Rayleigh number for natural convection analysis']}}"}]} +{"conversations": [{"role": "user", "content": "Find articles on synchronization strategies within mobile ad hoc networks."}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['synchronization strategies', 'mobile ad hoc networks']}}"}]} +{"conversations": [{"role": "user", "content": "Show me scholarly articles on solar distillation designs published by researchers affiliated with MATS University."}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['MATS University'], 'paper': ['solar distillation designs']}}"}]} +{"conversations": [{"role": "user", "content": "Show me publications by Lilin Yi exploring symmetric transmission at 40 Gbps."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['Lilin Yi'], 'paper': ['symmetric transmission at 40 Gbps']}}"}]} +{"conversations": [{"role": "user", "content": "List articles on vector decomposition with novel methods in optical encryption."}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['vector decomposition', 'optical encryption'], 'paper': ['novel methods in optical encryption']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for research papers on high magnetization alloys that have references or are influenced by \"Effect of grain constraint on the field requirements for magnetocaloric effect in Ni45Co5Mn40Sn10 melt-spun ribbons\"."}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['high magnetization alloys', 'Effect of grain constraint on the field requirements for magnetocaloric effect in Ni45Co5Mn40Sn10 melt-spun ribbons']}}"}]} +{"conversations": [{"role": "user", "content": "Publications by authors affiliated with the Air Resources Laboratory on the subject of velocity variances and their effects on air quality models."}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['Air Resources Laboratory'], 'paper': ['velocity variances and their effects on air quality models']}}"}]} +{"conversations": [{"role": "user", "content": "Show me research papers by coauthors of 'Conditions for optical parametric oscillation with a structured light pump' who have also studied the orbital angular momentum states of light."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Conditions for optical parametric oscillation with a structured light pump', 'orbital angular momentum states of light']}}"}]} +{"conversations": [{"role": "user", "content": "Search for publications by Xiaoyuan Hou on the topic of increased transient photovoltage via metal absorption."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['Xiaoyuan Hou'], 'paper': ['increased transient photovoltage via metal absorption']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any research papers from Sheba Medical Center on the use of a correction algorithm to adjust for tissue deformation and heterogeneity when imaging breast tissues, within the field of Imaging Phantom?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper <- field_of_study', 'Restriction': {'institution': ['Sheba Medical Center'], 'paper': ['use of a correction algorithm to adjust for tissue deformation and heterogeneity when imaging breast tissues'], 'field_of_study': ['Imaging Phantom']}}"}]} +{"conversations": [{"role": "user", "content": "What are some related research papers to \"Dual-Band Loop-Dipole Composite Unidirectional Antenna for Broadband Wireless Communications\" that have either cited it or have been cited in it, specifically in the context of discussing wideband antennas?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper <- field_of_study', 'Restriction': {'paper': ['Dual-Band Loop-Dipole Composite Unidirectional Antenna for Broadband Wireless Communications', 'wideband antennas'], 'field_of_study': ['wideband antennas']}}"}]} +{"conversations": [{"role": "user", "content": "Show me publications by Elmar Baumh\u00f6gger on power reduction strategies."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['Elmar Baumh\u00f6gger'], 'paper': ['power reduction strategies']}}"}]} +{"conversations": [{"role": "user", "content": "Search for papers in the same field as \"Perfect thermal spin filter and pure spin thermoelectric generator based on a laterally coupled double quantum-dot array,\" which also share a coauthor and discuss spin transport properties."}, {"role": "assistant", "content": "{'Metapath': 'paper -> field_of_study -> paper -> author -> paper', 'Restriction': {'paper': ['Perfect thermal spin filter and pure spin thermoelectric generator based on a laterally coupled double quantum-dot array', 'spin transport properties']}}"}]} +{"conversations": [{"role": "user", "content": "Show me publications by coauthors of the paper \"Pressure drop during near-critical-pressure condensation of refrigerant blends\" that additionally cover ammonia-water system desorption and rectification processes."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Pressure drop during near-critical-pressure condensation of refrigerant blends', 'ammonia-water system desorption and rectification processes']}}"}]} +{"conversations": [{"role": "user", "content": "Could you show me some research papers exploring the connection between the Noncommutative torus and string theory?"}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['Noncommutative torus', 'string theory'], 'paper': ['connection between the Noncommutative torus and string theory']}}"}]} +{"conversations": [{"role": "user", "content": "Show me articles on the validation of CFD models for simulating blood flow in cerebral aneurysms with a focus on cerebral hemodynamics."}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['cerebral hemodynamics'], 'paper': ['validation of CFD models for simulating blood flow in cerebral aneurysms']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any publications from Ho Chi Minh City University of Science researchers that focus on the study of two phase transitions in an economical 3-3-1 model?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['Ho Chi Minh City University of Science'], 'paper': ['study of two phase transitions in an economical 3-3-1 model']}}"}]} +{"conversations": [{"role": "user", "content": "Can you find publications by co-authors of the paper \"[INVITED] Ultrafast laser micro-processing of transparent material\" that delve into label-free tissue imaging methodologies?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['[INVITED] Ultrafast laser micro-processing of transparent material', 'label-free tissue imaging methodologies']}}"}]} +{"conversations": [{"role": "user", "content": "What other studies that measured nonlinear optical response in gases have referenced or have been referenced by the study \"Nonlinear polarization response of a gaseous medium in the regime of atom stabilization in a strong radiation field\"?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['Nonlinear polarization response of a gaseous medium in the regime of atom stabilization in a strong radiation field', 'nonlinear optical response in gases']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any articles from Jamal Mohamed College authors about l-arginine phosphate monohydrate crystals, specifically pertaining to their growth and properties?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['Jamal Mohamed College'], 'paper': ['l-arginine phosphate monohydrate crystals', 'growth and properties']}}"}]} +{"conversations": [{"role": "user", "content": "Find papers by I. Dillmann on neutron detector design."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['I. Dillmann'], 'paper': ['neutron detector design']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for 2015 papers on impinging jet heat transfer, specifically measuring skin friction and heat transfer. They should have at least one common author with \"Vortex dynamics and mechanisms of heat transfer enhancement in synthetic jet impingement\" and should be in the same research area."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper <- field_of_study', 'Restriction': {'paper': ['Vortex dynamics and mechanisms of heat transfer enhancement in synthetic jet impingement', '2015 papers on impinging jet heat transfer, specifically measuring skin friction and heat transfer'], 'field_of_study': ['impinging jet heat transfer']}}"}]} +{"conversations": [{"role": "user", "content": "What are the other works published by authors who collaborated on the paper \"Measurement of the Radius of Neutron Stars with High S/N Quiescent Low-mass X-ray Binaries in Globular Clusters\" about intermediate mass black hole candidates?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Measurement of the Radius of Neutron Stars with High S/N Quiescent Low-mass X-ray Binaries in Globular Clusters', 'intermediate mass black hole candidates']}}"}]} +{"conversations": [{"role": "user", "content": "Could you show me some research papers on sensitivity shaping methodologies in the area of Sensitivity within control systems?"}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['Sensitivity', 'control systems'], 'paper': ['sensitivity shaping methodologies']}}"}]} +{"conversations": [{"role": "user", "content": "I'm looking for publications by C. Cantero that investigate potential white dwarfs identified in the Gaia-DR2 data set."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['C. Cantero'], 'paper': ['potential white dwarfs identified in the Gaia-DR2 data set']}}"}]} +{"conversations": [{"role": "user", "content": "Does Arxiv have any papers from Iran University of Medical Sciences exploring photoneutron dosimetry measurements with track detectors in Medical physics?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper <- field_of_study', 'Restriction': {'institution': ['Iran University of Medical Sciences'], 'paper': ['photoneutron dosimetry measurements with track detectors'], 'field_of_study': ['Medical physics']}}"}]} +{"conversations": [{"role": "user", "content": "Show me papers on coherent averaging methods in knuckle joint studies."}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['coherent averaging methods', 'knuckle joint studies']}}"}]} +{"conversations": [{"role": "user", "content": "What are the papers referenced in \"Band gap structures in two-dimensional super porous phononic crystals\" that also explore the bandgap features of phononic crystals?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['Band gap structures in two-dimensional super porous phononic crystals', 'bandgap features of phononic crystals']}}"}]} +{"conversations": [{"role": "user", "content": "I'm looking for research articles on Checkerboard materials focusing on the study of magnetic ordering."}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['Checkerboard materials', 'magnetic ordering']}}"}]} +{"conversations": [{"role": "user", "content": "Search for papers with at least one shared coauthor from \"Holomorphic Simplicity Constraints for 4d Spinfoam Models\", related to the same field of study, and discussing the link between gravity and fermions in physics."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper <- field_of_study', 'Restriction': {'paper': ['Holomorphic Simplicity Constraints for 4d Spinfoam Models', 'discussing the link between gravity and fermions in physics'], 'field_of_study': ['gravity', 'fermions', 'physics']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any papers by Tektronix researchers examining the structural organization of liquid crystals using light scattering measurements?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['Tektronix'], 'paper': ['structural organization of liquid crystals using light scattering measurements']}}"}]} +{"conversations": [{"role": "user", "content": "Show me the published works of authors who collaborated on 'Young and intermediate-age massive star clusters', which provide near-infrared spectra analysis of globular clusters."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Young and intermediate-age massive star clusters', 'near-infrared spectra analysis of globular clusters']}}"}]} +{"conversations": [{"role": "user", "content": "List papers on novel surface electromagnetic waves in Dyakonov surface wave research."}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['Dyakonov surface wave research', 'novel surface electromagnetic waves']}}"}]} +{"conversations": [{"role": "user", "content": "Could you show me some research papers from the DU145 field that analyze the comparison of cell survival in flattened versus unflattened radiation beams?"}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['DU145'], 'paper': ['comparison of cell survival in flattened versus unflattened radiation beams']}}"}]} +{"conversations": [{"role": "user", "content": "What other research papers focusing on nanofluid heat transfer were cited in the study \"Proposing a new experimental correlation for thermal conductivity of nanofluids containing of functionalized multiwalled carbon nanotubes suspended in a binary base fluid\"?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['Proposing a new experimental correlation for thermal conductivity of nanofluids containing of functionalized multiwalled carbon nanotubes suspended in a binary base fluid', 'nanofluid heat transfer']}}"}]} +{"conversations": [{"role": "user", "content": "What are the papers referenced by \"Experimental and numerical studies on film cooling with reverse/backward coolant injection\" that have either used computational methods to optimize film cooling effectiveness, or influenced subsequent computational optimization studies in this area?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['Experimental and numerical studies on film cooling with reverse/backward coolant injection', 'computational methods to optimize film cooling effectiveness', 'influenced subsequent computational optimization studies in this area']}}"}]} +{"conversations": [{"role": "user", "content": "Show me papers by Joan Francesc Barquinero on retrospective dosimetry methods."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['Joan Francesc Barquinero'], 'paper': ['retrospective dosimetry methods']}}"}]} +{"conversations": [{"role": "user", "content": "Show me papers by Robert Jedicke discussing the catastrophic disruptions of asteroids."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['Robert Jedicke'], 'paper': ['catastrophic disruptions of asteroids']}}"}]} +{"conversations": [{"role": "user", "content": "Does any research related to 2.5 \u03bcm cutoff wavelength photodetector arrays, fabricated by UTC Aerospace Systems, exist on Arxiv?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['UTC Aerospace Systems'], 'paper': ['2.5 \u03bcm cutoff wavelength photodetector arrays', 'Arxiv']}}"}]} +{"conversations": [{"role": "user", "content": "Could you show me some 2012 papers exploring the analysis of Irish mythological narratives in the domain of Irish studies?"}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['Irish studies'], 'paper': ['analysis of Irish mythological narratives', '2012']}}"}]} +{"conversations": [{"role": "user", "content": "Can you find more publications from the coauthors of \"The Experimental Results of MHD Instability Suppression with Electrode Biasing in the HT-7 Tokamak\", specifically regarding their research on MHD instability suppression through electrode biasing?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['The Experimental Results of MHD Instability Suppression with Electrode Biasing in the HT-7 Tokamak', 'MHD instability suppression through electrode biasing']}}"}]} +{"conversations": [{"role": "user", "content": "Which publications from scholars at Aditanar College of Arts and Science focus on introducing new methods for characterizing materials?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['Aditanar College of Arts and Science'], 'paper': ['introducing new methods for characterizing materials']}}"}]} +{"conversations": [{"role": "user", "content": "Find other publications by the co-authors of \"Optomechanical resonator as a negative dispersion medium for enhancing the sensitivity bandwidth in a gravitational-wave detector\" which discuss gravitational-wave constraints on pulsars."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Optomechanical resonator as a negative dispersion medium for enhancing the sensitivity bandwidth in a gravitational-wave detector', 'gravitational-wave constraints on pulsars']}}"}]} +{"conversations": [{"role": "user", "content": "Could I see some research papers that delve into the gas discharge properties of Clinoptilolite within the study area of Clinoptilolite?"}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['Clinoptilolite'], 'paper': ['gas discharge properties of Clinoptilolite']}}"}]} +{"conversations": [{"role": "user", "content": "Can you find any 2010 papers that delve into electrostatic gyrokinetic formulations and are also referenced in \"The actual scaling of a nominally third-order Reynolds stress\"?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['2010', 'electrostatic gyrokinetic formulations', 'The actual scaling of a nominally third-order Reynolds stress']}}"}]} +{"conversations": [{"role": "user", "content": "Show me publications from co-authors of \"Black Holes, Ellipsoids, and Nonlinear Waves in Pseudo-Finsler Spaces and Einstein Gravity\" that cover Finsler brane solutions."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Black Holes, Ellipsoids, and Nonlinear Waves in Pseudo-Finsler Spaces and Einstein Gravity', 'Finsler brane solutions']}}"}]} +{"conversations": [{"role": "user", "content": "Which publications from Eulji University authors suggest innovative microcolumn technology?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['Eulji University'], 'paper': ['innovative microcolumn technology']}}"}]} +{"conversations": [{"role": "user", "content": "Which publications from Xiangnan University researchers delve into the characteristics of truncated Airy pulses?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['Xiangnan University'], 'paper': ['characteristics of truncated Airy pulses']}}"}]} +{"conversations": [{"role": "user", "content": "Show me the 2014 publications by Andreas Becker, including his paper in the Proceedings of the National Academy of Sciences that discusses soft X-ray attosecond pulses."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['Andreas Becker'], 'paper': ['2014', 'Proceedings of the National Academy of Sciences', 'soft X-ray attosecond pulses']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for papers by the authors of \"Canopy-wake dynamics and wind sheltering effects on Earth surface fluxes\" that delve into comparisons of wind turbine wakes under both convective and neutral boundary layer conditions. This research could help illuminate how varying atmospheric stability influences wake behavior and optimizes wind farms."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Canopy-wake dynamics and wind sheltering effects on Earth surface fluxes', 'comparisons of wind turbine wakes under both convective and neutral boundary layer conditions', 'how varying atmospheric stability influences wake behavior and optimizes wind farms']}}"}]} +{"conversations": [{"role": "user", "content": "Search for publications by A. A. Solodov related to the measurement of electron temperatures."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['A. A. Solodov'], 'paper': ['measurement of electron temperatures']}}"}]} +{"conversations": [{"role": "user", "content": "I'm looking for recent papers on dephosphorylation-related nonequilibrium sensing, with a focus on insights that kinetic proofreading provides into these systems' mechanisms."}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['dephosphorylation', 'nonequilibrium sensing', 'kinetic proofreading'], 'paper': [\"insights into these systems' mechanisms\"]}}"}]} +{"conversations": [{"role": "user", "content": "Which other publications from authors of \"Noncommutative U(1) gauge theory from a worldline perspective\" delve into the impacts of finite length or explore finite-length influences in noncommutative gauge theory from a worldline viewpoint?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Noncommutative U(1) gauge theory from a worldline perspective', 'impacts of finite length', 'finite-length influences in noncommutative gauge theory from a worldline viewpoint']}}"}]} +{"conversations": [{"role": "user", "content": "Find publications by coauthors of \"Site-Controlled Quantum Emitters in Dilute Nitrides and their Integration in Photonic Crystal Cavities\" that investigate photon entanglement."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Site-Controlled Quantum Emitters in Dilute Nitrides and their Integration in Photonic Crystal Cavities', 'photon entanglement']}}"}]} +{"conversations": [{"role": "user", "content": "Does any literature relate to GE Healthcare's research combining synthetic transmit beamforming with minimum variance beamforming in the beamforming domain?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['GE Healthcare'], 'paper': ['combining synthetic transmit beamforming with minimum variance beamforming in the beamforming domain']}}"}]} +{"conversations": [{"role": "user", "content": "What are the papers related to acoustic resonance in jet flows that cite \"Upstream-travelling acoustic jet modes as a closure mechanism for screech\"?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['acoustic resonance in jet flows', 'Upstream-travelling acoustic jet modes as a closure mechanism for screech']}}"}]} +{"conversations": [{"role": "user", "content": "What are some papers that \"The Temperature-dependent Nature of Coronal Dimmings\" references and also explore the development and changes in coronal holes between 2007 and 2009?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['The Temperature-dependent Nature of Coronal Dimmings', 'development and changes in coronal holes between 2007 and 2009']}}"}]} +{"conversations": [{"role": "user", "content": "Show me articles by coauthors of 'Persistence of the gapless spin liquid in the breathing kagome Heisenberg antiferromagnet' featuring entanglement spectra analysis of quantum spin liquids."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Persistence of the gapless spin liquid in the breathing kagome Heisenberg antiferromagnet', 'entanglement spectra analysis of quantum spin liquids']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any articles by co-authors of \"Time-resolved two-photon momentum microscopy\u2014A new approach to study hot carrier lifetimes in momentum space\" that discuss thermal demagnetization mechanisms?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Time-resolved two-photon momentum microscopy\u2014A new approach to study hot carrier lifetimes in momentum space', 'thermal demagnetization mechanisms']}}"}]} +{"conversations": [{"role": "user", "content": "Search for publications on microbeam radiation therapy dosimetry authored by researchers affiliated with the Royal Women's Hospital."}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': [\"Royal Women's Hospital\"], 'paper': ['microbeam radiation therapy dosimetry']}}"}]} +{"conversations": [{"role": "user", "content": "Could you show me some research papers related to the Intensive Care Unit field discussing the effects of hospital noise levels on patient outcomes and the well-being of the staff?"}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['Intensive Care Unit'], 'paper': ['effects of hospital noise levels on patient outcomes and the well-being of the staff']}}"}]} +{"conversations": [{"role": "user", "content": "I'm looking for research articles on analytic signal applications in studying the properties of ultrasound hydrophones."}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['analytic signal applications', 'ultrasound hydrophones'], 'paper': ['studying the properties of ultrasound hydrophones']}}"}]} +{"conversations": [{"role": "user", "content": "Show me publications by Chee Kiong Soh on the topic of omnidirectional vibration energy harvesting."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['Chee Kiong Soh'], 'paper': ['omnidirectional vibration energy harvesting']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for research papers from Minghsin University of Science and Technology on the study of ITO thin films properties under different oxygen flow rates during sputter deposition process."}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['Minghsin University of Science and Technology'], 'paper': ['ITO thin films properties under different oxygen flow rates during sputter deposition process']}}"}]} +{"conversations": [{"role": "user", "content": "Show me a selection of articles focused on the torsional and rotational framework within the realm of molecular chirality."}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['torsional and rotational framework', 'molecular chirality']}}"}]} +{"conversations": [{"role": "user", "content": "Look for papers co-authored by someone from \"Effect of SiO2 nanoparticle size on initiation and intensity of bubble formation in a water pump\", focusing on the same subject area of nanoparticle fluid viscosity measurement."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Effect of SiO2 nanoparticle size on initiation and intensity of bubble formation in a water pump', 'nanoparticle fluid viscosity measurement']}}"}]} +{"conversations": [{"role": "user", "content": "Does Arxiv have any recent papers discussing experimental results on ferromagnetic superconductors in the field of Condensed Matter Physics that are linked with Institut national des sciences appliqu\u00e9es de Toulouse?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper <- field_of_study', 'Restriction': {'institution': ['Institut national des sciences appliqu\u00e9es de Toulouse'], 'paper': ['experimental results on ferromagnetic superconductors'], 'field_of_study': ['Condensed Matter Physics']}}"}]} +{"conversations": [{"role": "user", "content": "Find 2016 papers authored by coauthors of \"Trans-Planckian problem in the healthy extension of Horava-Lifshitz gravity\" that also discuss axion monodromy inflation."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Trans-Planckian problem in the healthy extension of Horava-Lifshitz gravity', '2016', 'axion monodromy inflation']}}"}]} +{"conversations": [{"role": "user", "content": "Can you find any studies that cover the impact of temperature and are referenced in the paper 'Optical absorption property and photo-thermal conversion performance of graphene oxide/water nanofluids with excellent dispersion stability'?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['Optical absorption property and photo-thermal conversion performance of graphene oxide/water nanofluids with excellent dispersion stability', 'impact of temperature']}}"}]} +{"conversations": [{"role": "user", "content": "Show me papers by Timo van Overbr\u00fcggen on the topic of transitional flows in bronchial tubes."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['Timo van Overbr\u00fcggen'], 'paper': ['transitional flows in bronchial tubes']}}"}]} +{"conversations": [{"role": "user", "content": "What are the papers cited in \"Multi-Watt Semiconductor Disk Laser by Low Temperature Wafer Bonding\" that also discuss comparisons of various sulfur passivation methods?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['Multi-Watt Semiconductor Disk Laser by Low Temperature Wafer Bonding', 'comparisons of various sulfur passivation methods']}}"}]} +{"conversations": [{"role": "user", "content": "Show me papers discussing thermal effects on nanomagnets similar to \"Thermal fluctuations of magnetic nanoparticles: Fifty years after Brown\", written by its coauthors."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Thermal fluctuations of magnetic nanoparticles: Fifty years after Brown', 'thermal effects on nanomagnets']}}"}]} +{"conversations": [{"role": "user", "content": "Show me publications by David Staack on microplasma-induced bubble formation in water."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['David Staack'], 'paper': ['microplasma-induced bubble formation in water']}}"}]} +{"conversations": [{"role": "user", "content": "Does any research from Uzhhorod National University focus on Space debris, specifically featuring observations of a particular space debris satellite between 2008 and 2016?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper <- field_of_study', 'Restriction': {'institution': ['Uzhhorod National University'], 'paper': ['observations of a particular space debris satellite between 2008 and 2016'], 'field_of_study': ['Space debris']}}"}]} +{"conversations": [{"role": "user", "content": "What are some related papers that have referenced or been referenced in \"High-efficiency phase flattening based Laguerre\u2013Gauss spectrometer using variable focus lenses\", specifically discussing OAM measurements?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['High-efficiency phase flattening based Laguerre\u2013Gauss spectrometer using variable focus lenses', 'OAM measurements']}}"}]} +{"conversations": [{"role": "user", "content": "Find papers from coauthors of 'Determination of the thermal properties of ceramic sponges' focusing on research into AFE thin films."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Determination of the thermal properties of ceramic sponges', 'research into AFE thin films']}}"}]} +{"conversations": [{"role": "user", "content": "Could you show me some research papers related to sensor optimization methods within the Volatilisation domain?"}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['Volatilisation'], 'paper': ['sensor optimization methods']}}"}]} +{"conversations": [{"role": "user", "content": "Show me publications by Jun Amako on the fabrication of metal gratings beyond the diffraction limit."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['Jun Amako'], 'paper': ['fabrication of metal gratings beyond the diffraction limit']}}"}]} +{"conversations": [{"role": "user", "content": "Can you find papers that are authored by the collaborators of \"Interface composition of InAs nanowires with Al2O2 and HfO2 thin films,\" with a particular emphasis on those discussing the application of nanowire MOS capacitors?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> author -> paper', 'Restriction': {'paper': ['application of nanowire MOS capacitors']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any physics research papers from Ecole Polytechnique de l'Universit\u00e9 d'Orl\u00e9ans that explore the micro-dilatation theory for porous materials?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper <- field_of_study', 'Restriction': {'institution': [\"Ecole Polytechnique de l'Universit\u00e9 d'Orl\u00e9ans\"], 'paper': ['micro-dilatation theory for porous materials'], 'field_of_study': ['physics']}}"}]} +{"conversations": [{"role": "user", "content": "Show me publications by Kaia Williams on generating terahertz waves from liquid water."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['Kaia Williams'], 'paper': ['generating terahertz waves from liquid water']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any papers by Widener University researchers investigating the photometric properties of void galaxies or the traits of galaxies in various density environments?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['Widener University'], 'paper': ['photometric properties of void galaxies', 'traits of galaxies in various density environments']}}"}]} +{"conversations": [{"role": "user", "content": "Show me papers from the coauthors of 'A Compact All-Solid-State Self-Compressing Low-to-High Power Converting RF Pulse Generator' that delve into the creation of other compact high-power pulse generators."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['A Compact All-Solid-State Self-Compressing Low-to-High Power Converting RF Pulse Generator', 'creation of other compact high-power pulse generators']}}"}]} +{"conversations": [{"role": "user", "content": "What are some papers referenced in \"Class I Methanol (CH$_{3}$OH) Maser Conditions near Supernova Remnants\" that also delve into the topic of molecular clouds in the Galactic center?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper <- field_of_study', 'Restriction': {'paper': ['Class I Methanol (CH$_{3}$OH) Maser Conditions near Supernova Remnants', 'molecular clouds in the Galactic center'], 'field_of_study': ['molecular clouds', 'Galactic center']}}"}]} +{"conversations": [{"role": "user", "content": "Can you find publications from the co-authors of \"On charged Lifshitz black holes\" that also explore the conductivity and diffusion of materials referenced in the study?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['On charged Lifshitz black holes', 'conductivity and diffusion of materials referenced in the study']}}"}]} +{"conversations": [{"role": "user", "content": "Could you find the publications by the co-authors of \"Experimental analysis of one-dimensional Faraday waves on a liquid layer subjected to horizontal vibrations\" that document experimental findings on surface waves?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Experimental analysis of one-dimensional Faraday waves on a liquid layer subjected to horizontal vibrations', 'experimental findings on surface waves']}}"}]} +{"conversations": [{"role": "user", "content": "Can I find papers from the co-authors of \"Effect of channel angle of pin-fin heat sink on heat transfer performance using water based graphene nanoplatelets nanofluids\" who have also discussed the integration of phase change materials in solar collectors in 2018?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Effect of channel angle of pin-fin heat sink on heat transfer performance using water based graphene nanoplatelets nanofluids', 'integration of phase change materials in solar collectors in 2018']}}"}]} +{"conversations": [{"role": "user", "content": "Show me publications by E. Defay on phase transition studies."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['E. Defay'], 'paper': ['phase transition studies']}}"}]} +{"conversations": [{"role": "user", "content": "Search for publications by Chris R. Smith focusing on the study of galaxy clusters through the application of weak gravitational lensing methods."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['Chris R. Smith'], 'paper': ['study of galaxy clusters through the application of weak gravitational lensing methods']}}"}]} +{"conversations": [{"role": "user", "content": "Which other works from the authors of \"Role of ( n ,2 n ) reactions in transmutation of long-lived fission products\" also delve into the effects of (n,2n) reactions on the neutron transmutation of enduring fission products?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Role of ( n ,2 n ) reactions in transmutation of long-lived fission products', 'effects of (n,2n) reactions on the neutron transmutation of enduring fission products']}}"}]} +{"conversations": [{"role": "user", "content": "What are the papers studying the effects of magnetic fields that are referenced in the study \"Internal Energy and Entropy of a Quantum Pseudodot\"?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['effects of magnetic fields', 'Internal Energy and Entropy of a Quantum Pseudodot']}}"}]} +{"conversations": [{"role": "user", "content": "Does the National Chin-Yi University of Technology have any publications on optimizing fiber structure in the field of Fiber?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper <- field_of_study', 'Restriction': {'institution': ['National Chin-Yi University of Technology'], 'paper': ['optimizing fiber structure'], 'field_of_study': ['Fiber']}}"}]} +{"conversations": [{"role": "user", "content": "Find other publications by the coauthors of \"Visible Array Waveguide Gratings for Applications of Optical Neural Probes\" that delve into quantum memory with rare-earth ion doped photonic crystal resonators."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Visible Array Waveguide Gratings for Applications of Optical Neural Probes', 'quantum memory with rare-earth ion doped photonic crystal resonators']}}"}]} +{"conversations": [{"role": "user", "content": "Can you show me the papers cited by \"Decaying vacuum cosmology and its scalar field description\" that also discuss or utilize observations of distant Type Ia supernovae?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['Decaying vacuum cosmology and its scalar field description', 'observations of distant Type Ia supernovae']}}"}]} +{"conversations": [{"role": "user", "content": "Show me publications by Dasol Lee on polarization-neutral beam splitters."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['Dasol Lee'], 'paper': ['polarization-neutral beam splitters']}}"}]} +{"conversations": [{"role": "user", "content": "Search for publications by Alexandra E. Maegli on the study of thermoelectric characteristics."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['Alexandra E. Maegli'], 'paper': ['thermoelectric characteristics']}}"}]} +{"conversations": [{"role": "user", "content": "What other research papers discussing conformal field theories on anti-de Sitter space are referenced in \"Higher-spin realization of a de Sitter static patch/cut-off CFT correspondence\"?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['Higher-spin realization of a de Sitter static patch/cut-off CFT correspondence', 'conformal field theories on anti-de Sitter space']}}"}]} +{"conversations": [{"role": "user", "content": "I'm looking for research articles that discuss comparisons between satellite and ground-based ozone observations specifically utilizing Dobson ozone spectrophotometers."}, {"role": "assistant", "content": "{'Metapath': 'paper', 'Restriction': {'paper': ['comparisons between satellite and ground-based ozone observations specifically utilizing Dobson ozone spectrophotometers']}}"}]} +{"conversations": [{"role": "user", "content": "Show me publications by Jozua de Boer that enhance signal-to-noise ratios in direct imaging methods through the minimization of stray light effects."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['Jozua de Boer'], 'paper': ['enhance signal-to-noise ratios in direct imaging methods through the minimization of stray light effects']}}"}]} +{"conversations": [{"role": "user", "content": "I'm looking for research articles related to the electromechanical coupling effects in lipid bilayers within the context of polar membranes."}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['electromechanical coupling effects', 'polar membranes'], 'paper': ['electromechanical coupling effects in lipid bilayers within the context of polar membranes']}}"}]} +{"conversations": [{"role": "user", "content": "Seeking publications investigating light bending and torsion phenomena that reference or are referenced by \"Relativistic Landau Levels in the Rotating Cosmic String Spacetime\"."}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['light bending and torsion phenomena', 'Relativistic Landau Levels in the Rotating Cosmic String Spacetime']}}"}]} +{"conversations": [{"role": "user", "content": "I'm looking for research articles examining the intersection of naked singularities with closed timelike curves. I am especially interested in studies that analyze how naked singularities might relate to the formation and properties of closed timelike curves, with a focus on the implications for physics in areas where geodesics become singular."}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['naked singularities', 'closed timelike curves', 'physics'], 'paper': ['intersection of naked singularities with closed timelike curves', 'how naked singularities might relate to the formation and properties of closed timelike curves', 'implications for physics in areas where geodesics become singular']}}"}]} +{"conversations": [{"role": "user", "content": "Can you show me the papers that discuss CXRS measurements in ITER and are also referenced in the study 'Effect of wall light reflection in ITER diagnostics'?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['CXRS measurements in ITER', 'Effect of wall light reflection in ITER diagnostics']}}"}]} +{"conversations": [{"role": "user", "content": "Which other papers discussing valley qubit encoding have referenced or been referenced in the study \"Metallic behaviour in SOI quantum wells with strong intervalley scattering\"?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['valley qubit encoding', 'Metallic behaviour in SOI quantum wells with strong intervalley scattering']}}"}]} +{"conversations": [{"role": "user", "content": "Show me papers on Place and Route that explore SFQ circuit design methods."}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['Place and Route', 'SFQ circuit design methods']}}"}]} +{"conversations": [{"role": "user", "content": "Could you show me the papers on Arxiv that delve into the study of sonar sounds produced by Phocoena, which is a species of small porpoises?"}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['sonar sounds', 'Phocoena', 'porpoises']}}"}]} +{"conversations": [{"role": "user", "content": "Could you show me the articles written by Bruno Sicardy in 2015 regarding exoplanets observed through the EChO space mission?"}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['Bruno Sicardy'], 'paper': ['2015', 'exoplanets observed through the EChO space mission']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for papers with a common coauthor as \"Trapped charge dynamics in InAs nanowires\", in the same research field, focusing on the investigation of the effects of Au-assisted Te-doping on the optical properties of GaAs nanowires."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Trapped charge dynamics in InAs nanowires', 'investigation of the effects of Au-assisted Te-doping on the optical properties of GaAs nanowires']}}"}]} +{"conversations": [{"role": "user", "content": "Could you show me some papers that explore the data assimilation of wave models within the scope of Subroutine?"}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['data assimilation of wave models', 'Subroutine']}}"}]} +{"conversations": [{"role": "user", "content": "Show me publications by coauthors of \"Video measurement of the muzzle velocity of a potato gun\" that include experimental validation of theoretical velocity equations."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Video measurement of the muzzle velocity of a potato gun', 'experimental validation of theoretical velocity equations']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any studies from the University of Magallanes that examine the influence of solar cycles on sunspots in the area of sunspot studies?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper <- field_of_study', 'Restriction': {'institution': ['University of Magallanes'], 'paper': ['influence of solar cycles on sunspots'], 'field_of_study': ['sunspot studies']}}"}]} +{"conversations": [{"role": "user", "content": "Research papers studying the surface dose effects of oblique beams through a treatment couch, authored by scholars from Central Taiwan University of Science and Technology?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['Central Taiwan University of Science and Technology'], 'paper': ['surface dose effects of oblique beams through a treatment couch']}}"}]} +{"conversations": [{"role": "user", "content": "Which other studies have looked into the incorporation of scandium in aluminum nitride thin films, as referenced in the research titled \"Influence of scandium concentration on power generation figure of merit of scandium aluminum nitride thin films\"?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['Influence of scandium concentration on power generation figure of merit of scandium aluminum nitride thin films', 'incorporation of scandium in aluminum nitride thin films']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any papers co-authored by researchers who worked on \"Ground state in a half-doped manganite distinguished by neutron spectroscopy\", which report on neutron scattering studies and were published in 2018 or later?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Ground state in a half-doped manganite distinguished by neutron spectroscopy', 'neutron scattering studies', 'published in 2018 or later']}}"}]} +{"conversations": [{"role": "user", "content": "Show me publications by Vladimir I. Korepanov on the subject of cathodoluminescence characteristics."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['Vladimir I. Korepanov'], 'paper': ['cathodoluminescence characteristics']}}"}]} +{"conversations": [{"role": "user", "content": "Find publications by co-authors of \"Heat transport in amorphous silicon: Interplay between morphology and disorder\" that also put forth a self-consistent hybrid methodology for heat transport modeling."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Heat transport in amorphous silicon: Interplay between morphology and disorder', 'self-consistent hybrid methodology for heat transport modeling']}}"}]} +{"conversations": [{"role": "user", "content": "Search for papers with a mutual author to 'Quantum Formation of Primordial Black holes', that also delve into the same domain of study and incorporate the influence of anisotropic sources in their examination of primordial black hole formation."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Quantum Formation of Primordial Black holes', 'influence of anisotropic sources in their examination of primordial black hole formation']}}"}]} +{"conversations": [{"role": "user", "content": "Can you find publications by the co-authors of \"An infinite family of superintegrable deformations of the Coulomb potential\" that discuss cylindrical integrable systems?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['An infinite family of superintegrable deformations of the Coulomb potential', 'cylindrical integrable systems']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any papers from Dr. B.C. Roy Engineering College, Durgapur that explore heat transfer associated with hydromagnetic flow around a square cylinder?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['Dr. B.C. Roy Engineering College, Durgapur'], 'paper': ['heat transfer associated with hydromagnetic flow around a square cylinder']}}"}]} +{"conversations": [{"role": "user", "content": "Can you find more publications from the coauthors of \"Dynamics of Nanosatellite Deorbit by Bare Electrodynamic Tether in Low Earth Orbit\", especially those discussing the use of nanosatellites for active deorbiting using comparable Electrodynamic tether methods?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Dynamics of Nanosatellite Deorbit by Bare Electrodynamic Tether in Low Earth Orbit', 'use of nanosatellites for active deorbiting using comparable Electrodynamic tether methods']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any papers by K. Schn\u00fclle that explore the near-infrared observations of dust surrounding an AGN?"}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['K. Schn\u00fclle'], 'paper': ['near-infrared observations of dust surrounding an AGN']}}"}]} +{"conversations": [{"role": "user", "content": "What are the papers that delve into the properties of solar wind using substantial datasets and have been referenced in \"A new four-plasma categorization scheme for the solar wind\"?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['properties of solar wind using substantial datasets', 'A new four-plasma categorization scheme for the solar wind']}}"}]} +{"conversations": [{"role": "user", "content": "Could you show me the papers that were referenced in both \"A Spherical Leidenfrost Droplet with Translation and Rotation\" and the 2011 study concerning self-propelled droplets?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['A Spherical Leidenfrost Droplet with Translation and Rotation', '2011 study concerning self-propelled droplets']}}"}]} +{"conversations": [{"role": "user", "content": "Find research articles that examined spectroscopic characteristics of tungsten plasmas and are referenced in the study titled 'X-ray absorption spectroscopy of aluminum z-pinch plasma with tungsten backlighter planar wire array sources'."}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['spectroscopic characteristics of tungsten plasmas', 'X-ray absorption spectroscopy of aluminum z-pinch plasma with tungsten backlighter planar wire array sources']}}"}]} +{"conversations": [{"role": "user", "content": "Could you track down any publications which have common authorship with \"Generation of dislocation clusters by glide m\u2010planes in semipolar GaN layers\", belong to the equivalent research territory, and explore the application of plasmonic particles in LED technology?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Generation of dislocation clusters by glide m\u2010planes in semipolar GaN layers', 'application of plasmonic particles in LED technology']}}"}]} +{"conversations": [{"role": "user", "content": "Papers on nanomaterials magnetic properties by University of Architecture, Civil Engineering and Geodesy authors"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper <- field_of_study', 'Restriction': {'institution': ['University of Architecture, Civil Engineering and Geodesy'], 'field_of_study': ['nanomaterials', 'magnetic properties']}}"}]} +{"conversations": [{"role": "user", "content": "Could you fetch a selection of articles focused on examining the dynamics of particles influenced by forces within dusty plasma cavities in the context of The Void?"}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['dynamics of particles', 'forces within dusty plasma cavities', 'The Void']}}"}]} +{"conversations": [{"role": "user", "content": "List papers on audio clipping with proposed modifications to ACO-OFDM for clipping noise reduction."}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['audio clipping', 'ACO-OFDM', 'clipping noise reduction'], 'paper': ['proposed modifications to ACO-OFDM for clipping noise reduction']}}"}]} +{"conversations": [{"role": "user", "content": "Vishwakarma Institute of Information Technology author publications on methods for temperature compensation"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['Vishwakarma Institute of Information Technology'], 'paper': ['methods for temperature compensation']}}"}]} +{"conversations": [{"role": "user", "content": "Could you show me some papers about luminescence properties of a phosphor in the context of Field emission gun research?"}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['Field emission gun research'], 'paper': ['luminescence properties of a phosphor']}}"}]} +{"conversations": [{"role": "user", "content": "Please find publications by L. S. Zagorskii on analyzing subsurface characteristics through the use of surface waves."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['L. S. Zagorskii'], 'paper': ['analyzing subsurface characteristics through the use of surface waves']}}"}]} +{"conversations": [{"role": "user", "content": "Could you show me the publications from the coauthors of \"Small device-to-device variation of 6,13-bis(triisopropylsilylethynyl)pentacene field-effect transistor arrays fabricated by a flow-coating method\" that focus on research into organic field-effect transistor (OFET) arrays?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Small device-to-device variation of 6,13-bis(triisopropylsilylethynyl)pentacene field-effect transistor arrays fabricated by a flow-coating method', 'research into organic field-effect transistor (OFET) arrays']}}"}]} +{"conversations": [{"role": "user", "content": "Could you find research articles on the development of novel stannite compounds for use in photovoltaic applications?"}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['stannite compounds', 'photovoltaic applications'], 'paper': ['development of novel stannite compounds for use in photovoltaic applications']}}"}]} +{"conversations": [{"role": "user", "content": "Show me publications by Peter L. Tyack on the probability estimation of whale detection."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['Peter L. Tyack'], 'paper': ['probability estimation of whale detection']}}"}]} +{"conversations": [{"role": "user", "content": "Can you show me papers that suggest new neural network structures to enhance turbulence modeling, have either cited or been referenced by the paper titled, 'Machine-learning inference of fluid variables from data using reservoir computing'?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['new neural network structures to enhance turbulence modeling', 'Machine-learning inference of fluid variables from data using reservoir computing']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any other studies that have examined RXTE observations of Z source neutron star binaries and also referenced the article \"Discovery of a new black hole transient within 100\" (400 pc) of M31*\"?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper -> paper', 'Restriction': {'paper': ['RXTE observations of Z source neutron star binaries', 'Discovery of a new black hole transient within 100\" (400 pc) of M31*']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any papers from IAR Systems authors that explore a new catalog of neutral hydrogen supershell candidates?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['IAR Systems'], 'paper': ['new catalog of neutral hydrogen supershell candidates']}}"}]} +{"conversations": [{"role": "user", "content": "What papers related to flux flow modeling in iron telluride superconductors are cited alongside \"Anisotropic flux pinning energy in FeSexTe1-x single crystals\"?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['flux flow modeling in iron telluride superconductors', 'Anisotropic flux pinning energy in FeSexTe1-x single crystals']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any articles published by authors who contributed to \"Gamow-Teller 1+ states in 112\u2013124Sb isotopes\" that also delve into the experimental measurement and calculation of 2\u03bd\u03b2-\u03b2 decay rates in different nuclei?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Gamow-Teller 1+ states in 112\u2013124Sb isotopes', 'experimental measurement and calculation of 2\u03bd\u03b2-\u03b2 decay rates in different nuclei']}}"}]} +{"conversations": [{"role": "user", "content": "Find publications by coauthors of the paper \"On the concordance of cosmological data in the case of the generalized Chaplygin gas\" that focus on cosmic microwave background (CMB) anisotropy analysis."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['On the concordance of cosmological data in the case of the generalized Chaplygin gas', 'cosmic microwave background (CMB) anisotropy analysis']}}"}]} +{"conversations": [{"role": "user", "content": "Are there recent papers from Karlstad University on Quantum mechanics discussing advancements about generic spacelike singularities?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper <- field_of_study', 'Restriction': {'institution': ['Karlstad University'], 'paper': ['advancements about generic spacelike singularities'], 'field_of_study': ['Quantum mechanics']}}"}]} +{"conversations": [{"role": "user", "content": "Could you search for papers with a shared coauthor from \"Research on calibration method of relative infrared radiometer\", within the same field of study, focusing on various calibration method comparisons?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Research on calibration method of relative infrared radiometer', 'various calibration method comparisons']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any research articles related to the Indian National Association that investigate the measurement of Higgs decay properties through LHC data within the scope of Quantum electrodynamics?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper <- field_of_study', 'Restriction': {'institution': ['Indian National Association'], 'paper': ['measurement of Higgs decay properties through LHC data'], 'field_of_study': ['Quantum electrodynamics']}}"}]} +{"conversations": [{"role": "user", "content": "Could you find papers that discuss narrow-band emission and either cite or are cited by the study \"Powerful linearly-polarized high-order random fiber laser pumped by broadband amplified spontaneous emission source\"?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper -> paper', 'Restriction': {'paper': ['narrow-band emission', 'Powerful linearly-polarized high-order random fiber laser pumped by broadband amplified spontaneous emission source']}}"}]} +{"conversations": [{"role": "user", "content": "Publications by authors affiliated with University Hospitals Coventry and Warwickshire NHS Trust on novel proton computed tomography imaging techniques."}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['University Hospitals Coventry and Warwickshire NHS Trust'], 'paper': ['novel proton computed tomography imaging techniques']}}"}]} +{"conversations": [{"role": "user", "content": "Does the Arxiv platform include any articles related to Control theory that analyse 2-DOF actuator techniques and are affiliated with Samsung Techwin?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper <- field_of_study', 'Restriction': {'institution': ['Samsung Techwin'], 'paper': ['analyse 2-DOF actuator techniques'], 'field_of_study': ['Control theory']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any articles by the authors of \"Study of enthalpy of evaporation, saturated vapor pressure and evaporation rate of aqueous nanofluids\" that focus on the application of composite adsorbents in cooling systems?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Study of enthalpy of evaporation, saturated vapor pressure and evaporation rate of aqueous nanofluids', 'application of composite adsorbents in cooling systems']}}"}]} +{"conversations": [{"role": "user", "content": "I am interested in finding articles that focus on the study of middle cohomology components within \u010cech cohomology. Specifically, I am looking for works that delve into the characteristics and uses of these middle-dimensional cohomology groups."}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['middle cohomology components', '\u010cech cohomology'], 'paper': ['characteristics and uses of middle-dimensional cohomology groups']}}"}]} +{"conversations": [{"role": "user", "content": "Can you show me the papers discussing advancements in relativistic statistical theory from 2002 to 2005, authored by the co-authors involved in the publication of 'Relativistic kinetics and power-law tailed distributions'?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Relativistic kinetics and power-law tailed distributions', 'advancements in relativistic statistical theory from 2002 to 2005']}}"}]} +{"conversations": [{"role": "user", "content": "Show me studies conducted by the University of Malawi researchers on the laser-induced thermal decomposition of metal ethoxide aerosols."}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['University of Malawi'], 'paper': ['laser-induced thermal decomposition of metal ethoxide aerosols']}}"}]} +{"conversations": [{"role": "user", "content": "Have any research papers assessing sensor technologies been published by scholars from the Kuwait Institute for Scientific Research?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['Kuwait Institute for Scientific Research'], 'paper': ['assessing sensor technologies']}}"}]} +{"conversations": [{"role": "user", "content": "Find publications from co-authors of \"Bias Effects on the Growth of Helium-Containing Titanium Films\" discussing LED degradation under ion irradiation."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Bias Effects on the Growth of Helium-Containing Titanium Films', 'LED degradation under ion irradiation']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any papers co-authored by those involved in \"Ferroelectric FETs With 20-nm-Thick HfO 2 Layer for Large Memory Window and High Performance\" that delve into the design of multifunctional logic gates utilizing reconfigurable silicon nanowire transistors, keeping in view their proficiency in ferroelectric materials and nanoscale transistors?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Ferroelectric FETs With 20-nm-Thick HfO 2 Layer for Large Memory Window and High Performance', 'design of multifunctional logic gates utilizing reconfigurable silicon nanowire transistors, keeping in view their proficiency in ferroelectric materials and nanoscale transistors']}}"}]} +{"conversations": [{"role": "user", "content": "I'm looking for academic papers that have one author in common with \"Effective charge and effective radius of water droplet in dropwise cluster\" and belong to the same field of study. The key area of research should include the formation of plasma shells around droplets or clusters."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper <- field_of_study', 'Restriction': {'paper': ['Effective charge and effective radius of water droplet in dropwise cluster', 'formation of plasma shells around droplets or clusters'], 'field_of_study': ['plasma physics', 'droplets', 'clusters']}}"}]} +{"conversations": [{"role": "user", "content": "Show me the papers published by co-authors of 'Future DUNE constraints on EFT' that involve the analysis of scalar leptoquarks in beyond standard model physics?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Future DUNE constraints on EFT', 'analysis of scalar leptoquarks in beyond standard model physics']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any research papers, co-authored by the authors of \"String-Level Modeling of Two, Three, and Four Terminal Si-Based Tandem Modules\", within the same subject area and discussing similar conformal growth techniques?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['String-Level Modeling of Two, Three, and Four Terminal Si-Based Tandem Modules', 'within the same subject area and discussing similar conformal growth techniques']}}"}]} +{"conversations": [{"role": "user", "content": "Publications by co-authors of \"Boiling bubbles monitoring for the protection of the LIPAc beam-dump\" on the subject of acoustic detection techniques for boiling bubble monitoring."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Boiling bubbles monitoring for the protection of the LIPAc beam-dump', 'acoustic detection techniques for boiling bubble monitoring']}}"}]} +{"conversations": [{"role": "user", "content": "Please find articles related to modeling the electrostatic charging on the Moon's surface within the context of lunar landings."}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['electrostatic charging', 'lunar landings'], 'paper': [\"modeling the electrostatic charging on the Moon's surface\"]}}"}]} +{"conversations": [{"role": "user", "content": "What papers exploring the effects of magnetic fields have referenced, or been referenced by, \"A facility for X-ray diffraction in magnetic fields up to 25 T and temperatures between 15 and 295 K\"?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['effects of magnetic fields', 'A facility for X-ray diffraction in magnetic fields up to 25 T and temperatures between 15 and 295 K']}}"}]} +{"conversations": [{"role": "user", "content": "Does any research from the Girijananda Chowdhury Institute of Management and Technology detail a binary system outburst within Photonics?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper <- field_of_study', 'Restriction': {'institution': ['Girijananda Chowdhury Institute of Management and Technology'], 'paper': ['binary system outburst'], 'field_of_study': ['Photonics']}}"}]} +{"conversations": [{"role": "user", "content": "What are some papers related to cooling rates that have either cited or been referenced by the study 'Strong \u3008001\u3009 recrystallization texture component in 6.5 wt% Si electrical steel thin sheets by secondary cold rolling and annealing'?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['cooling rates', 'Strong \u3008001\u3009 recrystallization texture component in 6.5 wt% Si electrical steel thin sheets by secondary cold rolling and annealing']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any studies or papers from the National Institute of Astrophysics, Optics and Electronics exploring the deep-strong-coupling regime characteristics through the rotating wave approximation method within the realm of cavity quantum electrodynamics?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper <- field_of_study', 'Restriction': {'institution': ['National Institute of Astrophysics, Optics and Electronics'], 'paper': ['deep-strong-coupling regime characteristics through the rotating wave approximation method'], 'field_of_study': ['cavity quantum electrodynamics']}}"}]} +{"conversations": [{"role": "user", "content": "Show me publications by Ionela Lindfors-Vrejoiu related to the investigation of magnetic coupling."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['Ionela Lindfors-Vrejoiu'], 'paper': ['investigation of magnetic coupling']}}"}]} +{"conversations": [{"role": "user", "content": "Which publications by First Solar authors are focused on CdTe solar cell defects?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['First Solar'], 'paper': ['CdTe solar cell defects']}}"}]} +{"conversations": [{"role": "user", "content": "I'm looking for articles that have a common author with \"Real-Time Liquid Evaporation Rate Measurement Based on a Microchip Laser Feedback Interferometer\", focus on the introduction of an angular measurement system utilizing laser technology and fall under the same research area of laser-based measurement methods."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper <- field_of_study', 'Restriction': {'paper': ['Real-Time Liquid Evaporation Rate Measurement Based on a Microchip Laser Feedback Interferometer', 'introduction of an angular measurement system utilizing laser technology'], 'field_of_study': ['laser-based measurement methods']}}"}]} +{"conversations": [{"role": "user", "content": "Show me papers with shared authors from \"Particle Size Distributions Based on a Multipopulation Genetic Algorithm Used in Multiwavelength Lidar\", exploring aerosol particle size measurements and related to airborne particulate characterization."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Particle Size Distributions Based on a Multipopulation Genetic Algorithm Used in Multiwavelength Lidar', 'aerosol particle size measurements', 'airborne particulate characterization']}}"}]} +{"conversations": [{"role": "user", "content": "Can you show me papers that are referenced by \"Traceable atomic force microscopy of high-quality solvent-free crystals of [6,6]-phenyl-C61-butyric acid methyl ester\" and also involve discussions on open-source scanning probe microscopy software?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['Traceable atomic force microscopy of high-quality solvent-free crystals of [6,6]-phenyl-C61-butyric acid methyl ester', 'open-source scanning probe microscopy software']}}"}]} +{"conversations": [{"role": "user", "content": "Search for academic papers which have at least one common coauthor with \"The effective field theory treatment of quantum gravity\", explore the breach of electromagnetic gauge invariance, and belong to the same academic discipline as the papers coauthored with the specified one."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper <- field_of_study', 'Restriction': {'paper': ['The effective field theory treatment of quantum gravity', 'breach of electromagnetic gauge invariance'], 'field_of_study': ['quantum gravity', 'electromagnetic gauge invariance']}}"}]} +{"conversations": [{"role": "user", "content": "Show me publications from co-authors of \"Construction of 6D supersymmetric field models in N=(1,0) harmonic superspace\" that also delve into the topic of massive higher spin supermultiplets in three dimensions."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Construction of 6D supersymmetric field models in N=(1,0) harmonic superspace', 'massive higher spin supermultiplets in three dimensions']}}"}]} +{"conversations": [{"role": "user", "content": "Can you find papers discussing graphene nonlinear optics that are referenced in the paper \"Picosecond nonlinear optical properties of SrTiO3 composite films doped with gold and nickel nanoparticles\"?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['Picosecond nonlinear optical properties of SrTiO3 composite films doped with gold and nickel nanoparticles', 'graphene nonlinear optics']}}"}]} +{"conversations": [{"role": "user", "content": "Show me articles by K.B. Rajesh on creating multiple focal points below the wavelength resolution."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['K.B. Rajesh'], 'paper': ['creating multiple focal points below the wavelength resolution']}}"}]} +{"conversations": [{"role": "user", "content": "I'm looking for articles about the use of multispectral imaging technology for crime scene investigation detail detection."}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['multispectral imaging technology', 'crime scene investigation detail detection']}}"}]} +{"conversations": [{"role": "user", "content": "I'm looking for research articles pertaining to fiber-optic networks with an emphasis on clock distribution and timing delay detection methods. Specifically, I'm interested in studies that have investigated the utilization of fiber-optic infrastructure for the accurate dissemination of time or for assessing transmission latencies, which is relevant to my ongoing projects on synchronization and monitoring applications using fibers."}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['fiber-optic networks', 'clock distribution', 'timing delay detection methods', 'synchronization', 'monitoring applications'], 'paper': ['utilization of fiber-optic infrastructure for the accurate dissemination of time', 'assessing transmission latencies']}}"}]} +{"conversations": [{"role": "user", "content": "I'm looking for papers that have at least one author in common with \"Entry guidance with real-time planning of reference based on analytical solutions\". These papers should similarly focus on the field of hypersonic glide vehicle controls, with an emphasis on the analysis of hypersonic glide solutions."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper <- field_of_study', 'Restriction': {'paper': ['Entry guidance with real-time planning of reference based on analytical solutions', 'hypersonic glide vehicle controls', 'analysis of hypersonic glide solutions'], 'field_of_study': ['hypersonic glide vehicle controls']}}"}]} +{"conversations": [{"role": "user", "content": "Could you show me the papers discussing two-way quantum key distribution written by Chun Zhou?"}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['Chun Zhou'], 'paper': ['two-way quantum key distribution']}}"}]} +{"conversations": [{"role": "user", "content": "Does any research from Alexandru Ioan Cuza University focus on Electron cross-section measurements?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['Alexandru Ioan Cuza University'], 'paper': ['Electron cross-section measurements']}}"}]} +{"conversations": [{"role": "user", "content": "Show me articles related to the application of ultrasound methods in diagnosing or treating Adenocarcinoma."}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['ultrasound methods', 'Adenocarcinoma'], 'paper': ['application of ultrasound methods in diagnosing or treating Adenocarcinoma']}}"}]} +{"conversations": [{"role": "user", "content": "Can you find papers written by the co-authors of \"Performance enhancement of free space optical satellite uplink with transmitter spatial diversity technique\", focusing on optical communication methods for satellites aimed at enhancing data transmission systems?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Performance enhancement of free space optical satellite uplink with transmitter spatial diversity technique', 'optical communication methods for satellites aimed at enhancing data transmission systems']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any research papers by Hari Nortunen that focus on investigating the shape and spin characteristics of asteroid populations?"}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['Hari Nortunen'], 'paper': ['investigating the shape and spin characteristics of asteroid populations']}}"}]} +{"conversations": [{"role": "user", "content": "Does St. Xavier's College-Autonomous, Mumbai have any publications focusing on the topic of conformal maps related to potential wormholes influenced by dark energy?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper <- field_of_study', 'Restriction': {'institution': [\"St. Xavier's College-Autonomous, Mumbai\"], 'paper': ['conformal maps related to potential wormholes influenced by dark energy'], 'field_of_study': ['conformal maps', 'wormholes', 'dark energy']}}"}]} +{"conversations": [{"role": "user", "content": "What are the articles referenced in the study \"Performance of CNT-water nanofluid as coolant fluid in shell and tube intercooler of a LPG absorber tower\" that contribute to a deeper knowledge of nanoparticle heat transfer based on their specific research and discoveries?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['Performance of CNT-water nanofluid as coolant fluid in shell and tube intercooler of a LPG absorber tower', 'nanoparticle heat transfer based on their specific research and discoveries']}}"}]} +{"conversations": [{"role": "user", "content": "Can you find research papers related to the evolution of protostellar discs that have either been referenced in or are significant to the study on \"Resolution requirements for smoothed particle hydrodynamics simulations of self-gravitating accretion discs\"?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['evolution of protostellar discs', 'Resolution requirements for smoothed particle hydrodynamics simulations of self-gravitating accretion discs']}}"}]} +{"conversations": [{"role": "user", "content": "Publications authored by Galveston College affiliates on potential energy curve ramifications for oxygen molecules"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['Galveston College'], 'paper': ['potential energy curve ramifications for oxygen molecules']}}"}]} +{"conversations": [{"role": "user", "content": "Show me papers authored by Parker Hannifin researchers that are centered on or necessitate the use of thermal classification methods."}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['Parker Hannifin'], 'paper': ['thermal classification methods']}}"}]} +{"conversations": [{"role": "user", "content": "Show me publications by Karol Waichman on the topic of alkali lasers in supersonic conditions."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['Karol Waichman'], 'paper': ['alkali lasers in supersonic conditions']}}"}]} +{"conversations": [{"role": "user", "content": "Does the United States Naval Academy have any papers discussing advanced measurement methods for interfacial thermal resistance and experimental testing techniques for precise determination of thermal properties across material interfaces?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['United States Naval Academy'], 'paper': ['advanced measurement methods for interfacial thermal resistance', 'experimental testing techniques for precise determination of thermal properties across material interfaces']}}"}]} +{"conversations": [{"role": "user", "content": "Search for 2012 publications in the quantum error correction domain, involving lasercom experiments, and co-authored by an individual from the 'Hardware-efficient bosonic quantum error-correcting codes based on symmetry operators' paper."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper <- field_of_study', 'Restriction': {'paper': ['Hardware-efficient bosonic quantum error-correcting codes based on symmetry operators', '2012', 'lasercom experiments'], 'field_of_study': ['quantum error correction']}}"}]} +{"conversations": [{"role": "user", "content": "I'm looking for research articles by A. Perucchi related to the nonlinear THz response of topological insulators."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['A. Perucchi'], 'paper': ['nonlinear THz response of topological insulators']}}"}]} +{"conversations": [{"role": "user", "content": "What research articles cited in 'Dual Field Theories of Quantum Computation' also delve into the discussion of quantum states and geometries?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['Dual Field Theories of Quantum Computation', 'quantum states and geometries']}}"}]} +{"conversations": [{"role": "user", "content": "Physics papers from Associated Universities, Inc. reporting Gravity Probe B experiment results on Arxiv?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper <- field_of_study', 'Restriction': {'institution': ['Associated Universities, Inc.'], 'paper': ['Gravity Probe B experiment results on Arxiv'], 'field_of_study': ['physics']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for articles on Helion that enhance models of nuclear fragmentation."}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['Helion', 'nuclear fragmentation'], 'paper': ['enhance models of nuclear fragmentation']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any publications from Escuela Superior Politecnica del Litoral researchers on the topic of four-wave mixing measurements?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['Escuela Superior Politecnica del Litoral'], 'paper': ['four-wave mixing measurements']}}"}]} +{"conversations": [{"role": "user", "content": "What are the research papers addressing cloud-resolving radiative-convective simulations' outcomes that are referenced in \"Cloud and circulation feedbacks in a near\u2010global aquaplanet cloud\u2010resolving model\"?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['Cloud and circulation feedbacks in a near\u2010global aquaplanet cloud\u2010resolving model', \"cloud-resolving radiative-convective simulations' outcomes\"]}}"}]} +{"conversations": [{"role": "user", "content": "Publications on cosmic ray magnetic deflection by Colorado State University\u2013Pueblo authors"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['Colorado State University\u2013Pueblo'], 'paper': ['cosmic ray magnetic deflection']}}"}]} +{"conversations": [{"role": "user", "content": "Co-authors of 'Cosmic-ray-driven electron-induced reactions of halogenated molecules adsorbed on ice surfaces: Implications for atmospheric ozone depletion and global climate change' who also published papers on the impact of cosmic rays on stratospheric ozone levels?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Cosmic-ray-driven electron-induced reactions of halogenated molecules adsorbed on ice surfaces: Implications for atmospheric ozone depletion and global climate change', 'impact of cosmic rays on stratospheric ozone levels']}}"}]} +{"conversations": [{"role": "user", "content": "Publications by RCC Institute of Information Technology authors on the study of irregular variations in hadron-nucleus collisions"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['RCC Institute of Information Technology'], 'paper': ['study of irregular variations in hadron-nucleus collisions']}}"}]} +{"conversations": [{"role": "user", "content": "Could you find publications that explore unusual fluctuations in Total Electron Content preceding seismic events around the Samoa Islands?"}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['Total Electron Content', 'seismic events', 'Samoa Islands'], 'paper': ['unusual fluctuations in Total Electron Content preceding seismic events around the Samoa Islands']}}"}]} +{"conversations": [{"role": "user", "content": "Find articles referenced in the study \"Mid-wave infrared narrow bandwidth guided mode resonance notch filter\" that also delve into infrared detection methods."}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['Mid-wave infrared narrow bandwidth guided mode resonance notch filter', 'infrared detection methods']}}"}]} +{"conversations": [{"role": "user", "content": "Show me articles written by Senjuti De on the topic of quantum confinement in doped nanoparticles."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['Senjuti De'], 'paper': ['quantum confinement in doped nanoparticles']}}"}]} +{"conversations": [{"role": "user", "content": "Could you find me the list of publications by Yichen Zhao that delve into the birefringence characteristics of nanofibers?"}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['Yichen Zhao'], 'paper': ['birefringence characteristics of nanofibers']}}"}]} +{"conversations": [{"role": "user", "content": "What are some other research papers that either cite or are cited by \"Robust spatial coherence 5 mu m from a room-temperature atom chip\" particularly in relation to its discussion on the formation of coherent ensembles of ultracold atoms near the atom chip surface, with a specific interest in those that explore atom chips with lattices used in quantum experiments?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper -> paper <- field_of_study', 'Restriction': {'paper': ['Robust spatial coherence 5 mu m from a room-temperature atom chip', 'formation of coherent ensembles of ultracold atoms near the atom chip surface', 'atom chips with lattices used in quantum experiments'], 'field_of_study': ['quantum experiments', 'ultracold atoms', 'atom chips']}}"}]} +{"conversations": [{"role": "user", "content": "What other research around PbO-based glass properties has referenced or been referenced in the study \"Spectroscopic study of ZnO doped CeO2\u2013PbO\u2013B2O3 glasses\"?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['PbO-based glass properties', 'Spectroscopic study of ZnO doped CeO2\u2013PbO\u2013B2O3 glasses']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for research papers sharing a co-author with \"The equation of state of neutron matter, symmetry energy, and neutron star structure\". These papers should have contributing insights on the equation of state of dense matter from gravitational wave observations and be in the same field of study."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper <- field_of_study', 'Restriction': {'paper': ['The equation of state of neutron matter, symmetry energy, and neutron star structure', 'contributing insights on the equation of state of dense matter from gravitational wave observations'], 'field_of_study': ['equation of state', 'dense matter', 'gravitational wave observations']}}"}]} +{"conversations": [{"role": "user", "content": "What are the publications that explore photon scattering in various materials and are referenced in the study titled \"Investigation of two-hole flash-boiling plume-to-plume interaction and its impact on spray collapse\"?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['photon scattering in various materials', 'Investigation of two-hole flash-boiling plume-to-plume interaction and its impact on spray collapse']}}"}]} +{"conversations": [{"role": "user", "content": "Could you find research articles on SO(8) focusing on permutation orbifolds? I would like to see studies where permutation orbifold methods are used to explore characteristics of SO(8)."}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['SO(8)', 'permutation orbifolds']}}"}]} +{"conversations": [{"role": "user", "content": "Search for 2012 papers in the same field as \"Light neutralino in the MSSM: a playground for dark matter, flavor physics and collider experiments\" that discuss lepton flavor violation within supersymmetry models, authored by at least one of the same authors."}, {"role": "assistant", "content": "{'Metapath': 'paper -> field_of_study -> paper -> author -> paper', 'Restriction': {'paper': ['Light neutralino in the MSSM: a playground for dark matter, flavor physics and collider experiments', '2012', 'lepton flavor violation within supersymmetry models'], 'field_of_study': ['supersymmetry']}}"}]} +{"conversations": [{"role": "user", "content": "Can you find additional publications from the co-authors of \"NEPTUNE'S WILD DAYS: CONSTRAINTS FROM THE ECCENTRICITY DISTRIBUTION OF THE CLASSICAL KUIPER BELT\" that highlight 3-5um imaging in 2013 focused on stars with brown dwarf companions?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': [\"NEPTUNE'S WILD DAYS: CONSTRAINTS FROM THE ECCENTRICITY DISTRIBUTION OF THE CLASSICAL KUIPER BELT\", '3-5um imaging in 2013 focused on stars with brown dwarf companions']}}"}]} +{"conversations": [{"role": "user", "content": "Show me publications by S.L. Cockcroft on inverse heat conduction models."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['S.L. Cockcroft'], 'paper': ['inverse heat conduction models']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any publications from the Battelle Memorial Institute that explore single photon detection at telecom wavelengths?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['Battelle Memorial Institute'], 'paper': ['single photon detection at telecom wavelengths']}}"}]} +{"conversations": [{"role": "user", "content": "What other research papers have referenced and explored the techniques outlined in \"A hybrid temporal and spatial speckle-suppression method for laser displays\" for laser speckle reduction via both temporal and spatial strategies?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['A hybrid temporal and spatial speckle-suppression method for laser displays', 'laser speckle reduction via both temporal and spatial strategies']}}"}]} +{"conversations": [{"role": "user", "content": "What are the research papers that cited \"Exploring a Proximity-Coupled Co Chain on Pb(110) as a Possible Majorana Platform,\" which offered preliminary proof of Majorana zero modes within nanostructures in 2016?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['Exploring a Proximity-Coupled Co Chain on Pb(110) as a Possible Majorana Platform', 'preliminary proof of Majorana zero modes within nanostructures in 2016']}}"}]} +{"conversations": [{"role": "user", "content": "Could you please search for papers co-authored by someone from \"Aerial Image Improvements on the Intel MET\" that are also in the same field as the 2012 paper on freezing resist patterns on aerial images?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Aerial Image Improvements on the Intel MET', '2012 paper on freezing resist patterns on aerial images']}}"}]} +{"conversations": [{"role": "user", "content": "Can you find papers referenced by 'Design and Fabrication of a Frequency and Polarization Reconfigurable Microwave Antenna on a Printed Partially Magnetized Ferrite Substrate' that also discuss reconfigurable circularly polarized antennas similar to the one in the original paper?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['Design and Fabrication of a Frequency and Polarization Reconfigurable Microwave Antenna on a Printed Partially Magnetized Ferrite Substrate', 'reconfigurable circularly polarized antennas similar to the one in the original paper']}}"}]} +{"conversations": [{"role": "user", "content": "What are the research papers that delve into the quantum origin of cosmological structure during inflation, and have been mentioned in the study \"Multiple quantum collapse of the inflaton field and its implications on the birth of cosmic structure\"?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['quantum origin of cosmological structure during inflation', 'Multiple quantum collapse of the inflaton field and its implications on the birth of cosmic structure']}}"}]} +{"conversations": [{"role": "user", "content": "Can you find papers written by co-authors of \"Plasmon resonances in a two-dimensional lattice of metal particles in a dielectric layer: Structural and polarization properties\", which also explore the topic of light propagation in plasmonic structures?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Plasmon resonances in a two-dimensional lattice of metal particles in a dielectric layer: Structural and polarization properties', 'light propagation in plasmonic structures']}}"}]} +{"conversations": [{"role": "user", "content": "Which other studies have examined quasilocal horizons using conformal Killing vectors and have referenced findings from the paper \"Quasilocal rotating conformal Killing horizons\"?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['Quasilocal rotating conformal Killing horizons', 'quasilocal horizons using conformal Killing vectors']}}"}]} +{"conversations": [{"role": "user", "content": "Find papers by co-authors of 'Angular Dependence of the Magnetoresistance of the SrTiO $_{3}$ /LaAlO $_{3}$ Interface' focusing on thermal stability of magnetization states at oxide interfaces."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Angular Dependence of the Magnetoresistance of the SrTiO $_{3}$ /LaAlO $_{3}$ Interface', 'thermal stability of magnetization states at oxide interfaces']}}"}]} +{"conversations": [{"role": "user", "content": "Can I find any studies with a common author to \"Refractive index sensing using silicon-on-insulator waveguide based modal interferometer\", that focus on the same research field, and delve into the impacts of temperature on fiber optics sensing applications?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper <- field_of_study', 'Restriction': {'paper': ['Refractive index sensing using silicon-on-insulator waveguide based modal interferometer', 'impacts of temperature on fiber optics sensing applications'], 'field_of_study': ['fiber optics sensing']}}"}]} +{"conversations": [{"role": "user", "content": "Does the Center of Advanced European Studies and Research have any publications on subwavelength fibre measurement in the field of Optoelectronics?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper <- field_of_study', 'Restriction': {'institution': ['Center of Advanced European Studies and Research'], 'paper': ['subwavelength fibre measurement'], 'field_of_study': ['Optoelectronics']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for articles in the same discipline as \"Superconductivity in transuranium elements and compounds\", with common co-authors, and covering the topic of neptunium's magnetic properties."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper <- field_of_study', 'Restriction': {'paper': ['Superconductivity in transuranium elements and compounds', \"neptunium's magnetic properties\"], 'field_of_study': ['superconductivity', 'transuranium elements', 'magnetic properties']}}"}]} +{"conversations": [{"role": "user", "content": "What other research papers discussing the evolution of globular clusters have been linked through citations with \"MOCCA code for star cluster simulations - V. Initial globular cluster conditions influence on blue stragglers\"?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['MOCCA code for star cluster simulations - V. Initial globular cluster conditions influence on blue stragglers', 'evolution of globular clusters']}}"}]} +{"conversations": [{"role": "user", "content": "What are the molecular dynamics simulations of phase change materials papers that the study \"Molecular dynamics simulation of thermal physical properties of molten iron\" refers to?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['Molecular dynamics simulation of thermal physical properties of molten iron', 'molecular dynamics simulations of phase change materials']}}"}]} +{"conversations": [{"role": "user", "content": "Find publications by coauthors of 'Abnormal behaviour of one-dimensional photonic crystal with defect' that also explore tunable photonic band gaps."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Abnormal behaviour of one-dimensional photonic crystal with defect', 'tunable photonic band gaps']}}"}]} +{"conversations": [{"role": "user", "content": "Show me studies examining the impact of airflow swirl on the performance of centrifugal compressors."}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['airflow swirl', 'centrifugal compressors'], 'paper': ['impact of airflow swirl on the performance of centrifugal compressors']}}"}]} +{"conversations": [{"role": "user", "content": "Publications on air-cooled absorption cooling systems authored by the College of Engineering, Guindy researchers"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['College of Engineering, Guindy'], 'paper': ['air-cooled absorption cooling systems']}}"}]} +{"conversations": [{"role": "user", "content": "Find articles evaluating different solar radiation forecasting models that reference \"Forecasting solar radiation on an hourly time scale using a Coupled AutoRegressive and Dynamical System (CARDS) model\"."}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['Forecasting solar radiation on an hourly time scale using a Coupled AutoRegressive and Dynamical System (CARDS) model', 'evaluating different solar radiation forecasting models']}}"}]} +{"conversations": [{"role": "user", "content": "Find papers related to compact medium frequency transformers that have either cited or been referenced by \"An amorphous alloy core medium frequency magnetic-link for medium voltage photovoltaic inverters\"."}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['compact medium frequency transformers', 'An amorphous alloy core medium frequency magnetic-link for medium voltage photovoltaic inverters']}}"}]} +{"conversations": [{"role": "user", "content": "List of publications examining the connection between bubble film thickness and interface geometry within saddle-shaped structures."}, {"role": "assistant", "content": "{'Metapath': 'paper', 'Restriction': {'paper': ['connection between bubble film thickness and interface geometry within saddle-shaped structures']}}"}]} +{"conversations": [{"role": "user", "content": "Show me papers affiliated with the European Science Foundation focusing on novel simulation techniques."}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['European Science Foundation'], 'paper': ['novel simulation techniques']}}"}]} +{"conversations": [{"role": "user", "content": "Can you find papers from the coauthors of \"Symmetry breaking and vortex precession in low-swirling annular jets\" that also discuss new characteristics noticed before the vortex breakdown in swirling jets?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Symmetry breaking and vortex precession in low-swirling annular jets', 'new characteristics noticed before the vortex breakdown in swirling jets']}}"}]} +{"conversations": [{"role": "user", "content": "Show me articles assessing radioisotope production in research reactors with a focus on residence time."}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['radioisotope production', 'research reactors', 'residence time']}}"}]} +{"conversations": [{"role": "user", "content": "Find publications by L. Maingault on the integration of waveguide micro-spectrometers with superconducting nanowire single-photon detector arrays."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['L. Maingault'], 'paper': ['integration of waveguide micro-spectrometers with superconducting nanowire single-photon detector arrays']}}"}]} +{"conversations": [{"role": "user", "content": "What other research articles have referenced or been referenced by \"Numerical investigation of lens based setup for depth-sensitive diffuse reflectance measurements in an epithelial cancer model\" to explore the accuracy of the semi-infinite tumor model?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['Numerical investigation of lens based setup for depth-sensitive diffuse reflectance measurements in an epithelial cancer model', 'accuracy of the semi-infinite tumor model']}}"}]} +{"conversations": [{"role": "user", "content": "Can you find me 2010 publications on Stirling cycle exploring the application of refrigerants?"}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['Stirling cycle', 'refrigerants'], 'paper': ['2010']}}"}]} +{"conversations": [{"role": "user", "content": "Show me the list of papers authored by F. Ferroni that focus on the examination of analytical tools for scintillating calorimeters."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['F. Ferroni'], 'paper': ['examination of analytical tools for scintillating calorimeters']}}"}]} +{"conversations": [{"role": "user", "content": "Show me publications by Sebastian Trojanowski related to long-lived particle model research."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['Sebastian Trojanowski'], 'paper': ['long-lived particle model research']}}"}]} +{"conversations": [{"role": "user", "content": "I'm looking for papers with a shared author to \"Investigating the Thermally Induced Acoustoelastic Effect in Isotropic Media with Lamb Waves\". They should be within the same research area and also delve into piezoelectric energy harvesting utilizing Lamb waves."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Investigating the Thermally Induced Acoustoelastic Effect in Isotropic Media with Lamb Waves', 'piezoelectric energy harvesting utilizing Lamb waves']}}"}]} +{"conversations": [{"role": "user", "content": "Show me papers by Belinda Margaret Bates on the topic of basal entrainment experiments."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['Belinda Margaret Bates'], 'paper': ['basal entrainment experiments']}}"}]} +{"conversations": [{"role": "user", "content": "Show me publications on Arxiv dedicated to high-resolution techniques for long-range applications in the data domain."}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['high-resolution techniques', 'long-range applications', 'data domain']}}"}]} +{"conversations": [{"role": "user", "content": "Show me publications by Dan Lis related to the generation of high-power picosecond pulses."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['Dan Lis'], 'paper': ['generation of high-power picosecond pulses']}}"}]} +{"conversations": [{"role": "user", "content": "What are the papers that mention initial work in optical arbitrary waveform generation and have either cited or been cited by the paper titled \"Active phase correction of high resolution silicon photonic arrayed waveguide gratings\"?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['initial work in optical arbitrary waveform generation', 'Active phase correction of high resolution silicon photonic arrayed waveguide gratings']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any research papers by Wolfgang Ochs that delve into the study of soft particle production?"}, {"role": "assistant", "content": "{'Metapath': 'author -> paper <- field_of_study', 'Restriction': {'author': ['Wolfgang Ochs'], 'paper': ['study of soft particle production'], 'field_of_study': ['soft particle production']}}"}]} +{"conversations": [{"role": "user", "content": "Papers on agricultural efficiency enhancements by authors affiliated with the Connecticut Agricultural Experiment Station."}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['Connecticut Agricultural Experiment Station'], 'paper': ['agricultural efficiency enhancements']}}"}]} +{"conversations": [{"role": "user", "content": "Show me 2016 papers discussing galaxy cluster strong lensing statistics, authored by those who also co-authored \"Accretion of satellites on to central galaxies in clusters: merger mass ratios and orbital parameters\"."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Accretion of satellites on to central galaxies in clusters: merger mass ratios and orbital parameters', '2016', 'galaxy cluster strong lensing statistics']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any theoretical physics papers discussing the f(R) gravity model, authored by individuals affiliated with Islamic Azad University Central Tehran Branch, and published in 2013?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper <- field_of_study', 'Restriction': {'institution': ['Islamic Azad University Central Tehran Branch'], 'paper': ['f(R) gravity model', 'published in 2013'], 'field_of_study': ['theoretical physics']}}"}]} +{"conversations": [{"role": "user", "content": "Does the University of Eastern Piedmont have any research papers on Photon energy calibration procedures?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['University of Eastern Piedmont'], 'paper': ['Photon energy calibration procedures']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for papers related to or cited by 'Laminar natural convection of power-law fluids in a square enclosure submitted from below to a uniform heat flux density' and focusing on fluid flow simulations. Can you help?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['Laminar natural convection of power-law fluids in a square enclosure submitted from below to a uniform heat flux density', 'fluid flow simulations']}}"}]} +{"conversations": [{"role": "user", "content": "Could you show me some papers that investigate the increase in thrust generation of flapping foils through the addition of in-line motion in the context of propulsive efficiency?"}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['propulsive efficiency'], 'paper': ['increase in thrust generation of flapping foils through the addition of in-line motion']}}"}]} +{"conversations": [{"role": "user", "content": "Find papers citing \"Strong coupling at room temperature in ultracompact flexible metallic microcavities\" that also investigate adjustable polaritonics at ambient conditions."}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['Strong coupling at room temperature in ultracompact flexible metallic microcavities', 'adjustable polaritonics at ambient conditions']}}"}]} +{"conversations": [{"role": "user", "content": "Studies on resin bonding effectiveness post teeth whitening authored by Tokyo Dental College academics"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['Tokyo Dental College'], 'paper': ['resin bonding effectiveness post teeth whitening']}}"}]} +{"conversations": [{"role": "user", "content": "What research papers studying the resistive properties of ferroelectric tunnel junctions have been referred to in the study \"Sequential injection of domain walls into ferroelectrics at different bias voltages: Paving the way for \u201cdomain wall memristors\u201d\"?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['resistive properties of ferroelectric tunnel junctions', 'Sequential injection of domain walls into ferroelectrics at different bias voltages: Paving the way for \u201cdomain wall memristors\u201d']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any papers co-authored by someone from \"A statistical investigation of the mass discrepancy\u2013acceleration relation\", within the same discipline, which talk about the characteristics of galaxies observed in 2019?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['A statistical investigation of the mass discrepancy\u2013acceleration relation', 'characteristics of galaxies observed in 2019']}}"}]} +{"conversations": [{"role": "user", "content": "What are the research papers talking about gain behavior in active waveguides that have been referenced in the study \"Compact design of photonic crystal ring resonator 2\u00d72 routers as building blocks for photonic networks on chip\"?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['gain behavior in active waveguides', 'Compact design of photonic crystal ring resonator 2\u00d72 routers as building blocks for photonic networks on chip']}}"}]} +{"conversations": [{"role": "user", "content": "Could you show me some papers related to the Permutation group domain that offer quantitative analysis or counting results regarding ribbon graphs?"}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['Permutation group', 'ribbon graphs'], 'paper': ['quantitative analysis', 'counting results']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any research articles linked to Hastings Entertainment, focusing on the use of in-situ x-ray measurements to examine evaporation and deposition processes within the context of thin film growth?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['Hastings Entertainment'], 'paper': ['use of in-situ x-ray measurements to examine evaporation and deposition processes within the context of thin film growth']}}"}]} +{"conversations": [{"role": "user", "content": "Show me publications by Thomas Jahn that discuss the use of astronomical instruments in non-astronomical fields."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['Thomas Jahn'], 'paper': ['use of astronomical instruments in non-astronomical fields']}}"}]} +{"conversations": [{"role": "user", "content": "What are some other research papers that suggest or examine modulation schemas for visible light communications, and have been referenced by the paper \"Visible light communications employing PPM and PWM formats for simultaneous data transmission and dimming\"? This paper puts forth a novel modulation method for such application."}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['Visible light communications employing PPM and PWM formats for simultaneous data transmission and dimming', 'modulation schemas for visible light communications']}}"}]} +{"conversations": [{"role": "user", "content": "Show me publications by N. Hase related to magnetoresistance characteristics."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['N. Hase'], 'paper': ['magnetoresistance characteristics']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for papers in the same field as \"Non-compact Hopf maps and fuzzy ultra-hyperboloids\", that have at least one common author and mention fuzzy superspheres within their discussion."}, {"role": "assistant", "content": "{'Metapath': 'paper -> field_of_study -> paper -> author -> paper', 'Restriction': {'paper': ['Non-compact Hopf maps and fuzzy ultra-hyperboloids', 'fuzzy superspheres within their discussion']}}"}]} +{"conversations": [{"role": "user", "content": "What are the papers discussing the magnetic attributes of BiFeO3 nanoparticles that are referenced by the study \"Template-free synthesis of Nd0.1Bi0.9FeO3 nanotubes with large inner diameter and wasp-waisted hysteresis loop\"?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['magnetic attributes of BiFeO3 nanoparticles', 'Template-free synthesis of Nd0.1Bi0.9FeO3 nanotubes with large inner diameter and wasp-waisted hysteresis loop']}}"}]} +{"conversations": [{"role": "user", "content": "What are the publications by co-authors of the paper \"Stress Dependent Magnetization and Vector Preisach Modeling in Low Carbon Steels\" that further explore the impact of applied stress on magnetization in different materials, expanding on the topics addressed in their paper?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Stress Dependent Magnetization and Vector Preisach Modeling in Low Carbon Steels', 'impact of applied stress on magnetization in different materials, expanding on the topics addressed in their paper']}}"}]} +{"conversations": [{"role": "user", "content": "Does Collegio Carlo Alberto have any publications in the Physics discipline proposing efficient solutions for stochastic matching problems?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper <- field_of_study', 'Restriction': {'institution': ['Collegio Carlo Alberto'], 'paper': ['proposing efficient solutions for stochastic matching problems'], 'field_of_study': ['Physics']}}"}]} +{"conversations": [{"role": "user", "content": "Publications by coauthors of \"Electrical and thermoelectric properties of single-wall carbon nanotube doped Bi2Te3\" exploring hot carrier dynamics and its characteristics."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Electrical and thermoelectric properties of single-wall carbon nanotube doped Bi2Te3', 'exploring hot carrier dynamics and its characteristics']}}"}]} +{"conversations": [{"role": "user", "content": "I'm looking for papers that are co-authored by a contributor to \"Cubic Germanium monochalcogenides (\u03c0-GeS and \u03c0-GeSe): Emerging materials for optoelectronic and energy harvesting devices\", within the same research domain, with a focus on analyzing the structural, elastic, thermodynamic, electronic and optical qualities of magnesium hydride."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Cubic Germanium monochalcogenides (\u03c0-GeS and \u03c0-GeSe): Emerging materials for optoelectronic and energy harvesting devices', 'analyzing the structural, elastic, thermodynamic, electronic and optical qualities of magnesium hydride']}}"}]} +{"conversations": [{"role": "user", "content": "Search for papers from Sao Paulo State University on the topic of exotic tetraquark production as part of Hadronization in heavy-ion collisions."}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper <- field_of_study', 'Restriction': {'institution': ['Sao Paulo State University'], 'paper': ['exotic tetraquark production as part of Hadronization in heavy-ion collisions'], 'field_of_study': ['Hadronization', 'heavy-ion collisions']}}"}]} +{"conversations": [{"role": "user", "content": "I'm looking for articles on the anticipated changes and developments in the International System of Units (SI) within the metrology domain."}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['metrology'], 'paper': ['anticipated changes and developments in the International System of Units (SI)']}}"}]} +{"conversations": [{"role": "user", "content": "Show me publications by the United States Naval Observatory on nearby white dwarfs."}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper <- field_of_study', 'Restriction': {'institution': ['United States Naval Observatory'], 'field_of_study': ['nearby white dwarfs']}}"}]} +{"conversations": [{"role": "user", "content": "Show me publications by Chao-Yao Yang about the impact of carriers on magnetism."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['Chao-Yao Yang'], 'paper': ['impact of carriers on magnetism']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any publications on the SwissFEL instrument authored by Bill Pedrini?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> author', 'Restriction': {'paper': ['SwissFEL instrument'], 'author': ['Bill Pedrini']}}"}]} +{"conversations": [{"role": "user", "content": "Show me publications by authors affiliated with Universidad de las Am\u00e9ricas Puebla on the topic of resonant mode conversion in PT-symmetric optical waveguides."}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['Universidad de las Am\u00e9ricas Puebla'], 'paper': ['resonant mode conversion in PT-symmetric optical waveguides']}}"}]} +{"conversations": [{"role": "user", "content": "What are the papers referenced in \"Broadband Compact Horn Antennas by Using EPS-ENZ Metamaterial Lens\" that also delve into the topic of near-zero permittivity at optical frequencies?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper <- field_of_study', 'Restriction': {'paper': ['Broadband Compact Horn Antennas by Using EPS-ENZ Metamaterial Lens', 'near-zero permittivity at optical frequencies'], 'field_of_study': ['optical frequencies']}}"}]} +{"conversations": [{"role": "user", "content": "Could you show me some research papers on the thermoelectric properties of Tetrahedrite, focusing on the potential applications of this mineral in thermoelectrics due to its distinctive crystal structure?"}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['thermoelectric properties', 'Tetrahedrite', 'thermoelectrics', 'crystal structure'], 'paper': ['potential applications of this mineral in thermoelectrics due to its distinctive crystal structure']}}"}]} +{"conversations": [{"role": "user", "content": "Does the North Carolina Museum of Natural Sciences have any publications discussing the role of stellar oxygen isotopes in Astronomy?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper <- field_of_study', 'Restriction': {'institution': ['North Carolina Museum of Natural Sciences'], 'paper': ['role of stellar oxygen isotopes'], 'field_of_study': ['Astronomy']}}"}]} +{"conversations": [{"role": "user", "content": "Show me papers published by PerkinElmer researchers on the application of multispectral imaging in fluorescence-guided surgery."}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['PerkinElmer'], 'paper': ['application of multispectral imaging in fluorescence-guided surgery']}}"}]} +{"conversations": [{"role": "user", "content": "Show me publications by coauthors of 'Analysis of the operation of gradient echo memories using a quantum input\u2013output model' that also touch on the topic of single photon production via gradient echo memories."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Analysis of the operation of gradient echo memories using a quantum input\u2013output model', 'single photon production via gradient echo memories']}}"}]} +{"conversations": [{"role": "user", "content": "Show me articles by M. Chertok on the subject of heavy quark decays."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['M. Chertok'], 'paper': ['heavy quark decays']}}"}]} +{"conversations": [{"role": "user", "content": "Find publications by Levent G\u00fctay on the impact of secondary phases on the properties of materials."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['Levent G\u00fctay'], 'paper': ['impact of secondary phases on the properties of materials']}}"}]} +{"conversations": [{"role": "user", "content": "Show me publications from coauthors of 'Atomic structure and phonons of a Pb ultrathin film on the Al(100) surface' that explore electron-phonon interactions and related topics."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Atomic structure and phonons of a Pb ultrathin film on the Al(100) surface', 'explore electron-phonon interactions and related topics']}}"}]} +{"conversations": [{"role": "user", "content": "Show me publications by Tian-Ling Ren related to ferroelectric capacitors."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['Tian-Ling Ren'], 'paper': ['ferroelectric capacitors']}}"}]} +{"conversations": [{"role": "user", "content": "Which studies by Hess Corporation scholars examine silicon strain through X-ray diffraction methods?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['Hess Corporation'], 'paper': ['silicon strain through X-ray diffraction methods']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any research papers from Seattle University that investigate dwarf galaxy photometry using techniques from the realm of Photometry (optics)?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper <- field_of_study', 'Restriction': {'institution': ['Seattle University'], 'paper': ['dwarf galaxy photometry'], 'field_of_study': ['Photometry (optics)']}}"}]} +{"conversations": [{"role": "user", "content": "Show me publications from the co-authors of \"Spall Fracture in Sapphire\" that delve into the impact of temperature on metal properties."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Spall Fracture in Sapphire', 'impact of temperature on metal properties']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any papers in the photonic crystal VCSELs field that report on single-mode performances and also share a co-author with \"Power dissipation in oxide-confined 980-nm vertical-cavity surface-emitting lasers\"?"}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper -> author -> paper', 'Restriction': {'field_of_study': ['photonic crystal VCSELs'], 'paper': ['single-mode performances', 'Power dissipation in oxide-confined 980-nm vertical-cavity surface-emitting lasers']}}"}]} +{"conversations": [{"role": "user", "content": "Find publications by coauthors of \"Determination of the Sensitivity of the Antineutrino Probe for Reactor Core Monitoring\" discussing particle flow data from LHC collision experiments."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Determination of the Sensitivity of the Antineutrino Probe for Reactor Core Monitoring', 'particle flow data from LHC collision experiments']}}"}]} +{"conversations": [{"role": "user", "content": "Which publications from Shiraz University of Medical Sciences investigate the use of a specific medical imaging device for patient diagnosis through x-rays?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['Shiraz University of Medical Sciences'], 'paper': ['use of a specific medical imaging device for patient diagnosis through x-rays']}}"}]} +{"conversations": [{"role": "user", "content": "Publications by Fiat Automobiles authors on blockage correction techniques"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['Fiat Automobiles'], 'paper': ['blockage correction techniques']}}"}]} +{"conversations": [{"role": "user", "content": "Could you find any studies on the low-temperature growth of quantum dot arrays conducted by I. A. Boginskaya?"}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['I. A. Boginskaya'], 'paper': ['low-temperature growth of quantum dot arrays']}}"}]} +{"conversations": [{"role": "user", "content": "I'm looking for papers with a shared author as 'A Drop of Active Matter', which specifically address the subject of defects in active nematics within the field of active matter research. I would like to delve further into this topic, following the related phenomena discussed in the coauthor's work."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper <- field_of_study', 'Restriction': {'paper': ['A Drop of Active Matter', 'defects in active nematics'], 'field_of_study': ['active matter research']}}"}]} +{"conversations": [{"role": "user", "content": "Search for publications with a common coauthor of \"Shape dependence of spontaneous scalarization\" that are in the same domain, specifically investigating non-Gaussian fluctuations in Lifshitz scalar fields in cosmology."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper <- field_of_study', 'Restriction': {'paper': ['Shape dependence of spontaneous scalarization', 'non-Gaussian fluctuations in Lifshitz scalar fields in cosmology'], 'field_of_study': ['cosmology', 'Lifshitz scalar fields', 'non-Gaussian fluctuations']}}"}]} +{"conversations": [{"role": "user", "content": "What are some other papers examining resistive switching characteristics that have referenced or been referenced by \"Resistive switching at the high quality metal/insulator interface in Fe3O4/SiO2/\u03b1-FeSi2/Si stacking structure\"?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['Resistive switching at the high quality metal/insulator interface in Fe3O4/SiO2/\u03b1-FeSi2/Si stacking structure', 'resistive switching characteristics']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any papers from Alfred Hospital researchers detailing the commissioning processes for brachytherapy planning systems?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['Alfred Hospital'], 'paper': ['commissioning processes for brachytherapy planning systems']}}"}]} +{"conversations": [{"role": "user", "content": "Show me publications by O. Dorholt discussing the assessment of MRI compatible PET scanner designs."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['O. Dorholt'], 'paper': ['assessment of MRI compatible PET scanner designs']}}"}]} +{"conversations": [{"role": "user", "content": "Show publications by Yuta Mizukami examining the impact of disorder on phase diagrams."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['Yuta Mizukami'], 'paper': ['impact of disorder on phase diagrams']}}"}]} +{"conversations": [{"role": "user", "content": "Recent publications on strange attractors by authors affiliated with the National Centre for Scientific Research \u201cDemokritos\u201d"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['National Centre for Scientific Research \u201cDemokritos\u201d'], 'paper': ['strange attractors']}}"}]} +{"conversations": [{"role": "user", "content": "Find papers by M. V. Ivantsivsky on plasma heating methods."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['M. V. Ivantsivsky'], 'paper': ['plasma heating methods']}}"}]} +{"conversations": [{"role": "user", "content": "Can you find papers authored by the same researchers who contributed to 'Parametric instability and wave turbulence driven by tidal excitation of internal waves' published in Nature Physics in 2017?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Parametric instability and wave turbulence driven by tidal excitation of internal waves', 'published in Nature Physics in 2017']}}"}]} +{"conversations": [{"role": "user", "content": "I'm looking for publications on tropical geometry with a focus on the quantization of algebraic curves."}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['tropical geometry'], 'paper': ['quantization of algebraic curves']}}"}]} +{"conversations": [{"role": "user", "content": "Show me publications by Roberto Gobbetti on the topic of brane scattering dynamics."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['Roberto Gobbetti'], 'paper': ['brane scattering dynamics']}}"}]} +{"conversations": [{"role": "user", "content": "What other studies on the development of nanocomposite magnets have referenced or have been referenced in the \"Elevated temperature magnetic properties and micromagnetic analysis in Nd\u2013Fe\u2013B based hard-magnetic nanocomposites\" paper, considering that this particular paper also investigates the creation of nanocomposite magnets?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['Elevated temperature magnetic properties and micromagnetic analysis in Nd\u2013Fe\u2013B based hard-magnetic nanocomposites', 'development of nanocomposite magnets']}}"}]} +{"conversations": [{"role": "user", "content": "Can you find any publications by coauthors of \"Transmutation prospect of long-lived nuclear waste induced by high-charge electron beam from laser plasma accelerator\" that delve into nonlinear Compton scattering and its simulation or experimental investigation?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Transmutation prospect of long-lived nuclear waste induced by high-charge electron beam from laser plasma accelerator', 'nonlinear Compton scattering and its simulation or experimental investigation']}}"}]} +{"conversations": [{"role": "user", "content": "Does Singulus Technologies have any publications discussing a HF-free etching method for semiconductor passivation?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['Singulus Technologies'], 'paper': ['HF-free etching method for semiconductor passivation']}}"}]} +{"conversations": [{"role": "user", "content": "Show me articles written by Khaled A. Alnefaie on the subject of thermal efficiency in phase change material-based latent heat storage systems."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['Khaled A. Alnefaie'], 'paper': ['thermal efficiency in phase change material-based latent heat storage systems']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any papers from 2015 that focus on synchrotron beamline optimization through genetic algorithms, have common authors with 'General method for automatic on-line beamline optimization based on genetic algorithm', and belong to the same study field as this paper?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper <- field_of_study', 'Restriction': {'paper': ['General method for automatic on-line beamline optimization based on genetic algorithm', 'synchrotron beamline optimization through genetic algorithms', '2015'], 'field_of_study': [\"same study field as 'General method for automatic on-line beamline optimization based on genetic algorithm'\"]}}"}]} +{"conversations": [{"role": "user", "content": "Are there any other articles from the co-authors of \"Late-time near-infrared observations of SN 2005df\" that examine the color change in stripped-envelope supernovae using their own observations and analysis?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Late-time near-infrared observations of SN 2005df', 'color change in stripped-envelope supernovae using their own observations and analysis']}}"}]} +{"conversations": [{"role": "user", "content": "Which publications cite the study \"Stable transmission of slow highly charged ions through tapered glass capillary with active discharging method for sub-micron sized beams\" and additionally provide a comparative analysis of nanostructure creation using slow highly charged ions versus swift heavy ions?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['Stable transmission of slow highly charged ions through tapered glass capillary with active discharging method for sub-micron sized beams', 'comparative analysis of nanostructure creation using slow highly charged ions versus swift heavy ions']}}"}]} +{"conversations": [{"role": "user", "content": "I'm looking for publications co-authored by someone who also contributed to \"Quartz revisits nonlinear optics: twinned crystal for quasi-phase matching [Invited]\". The papers should also discuss the use of second-harmonic generation to achieve mode locking within the scope of nonlinear optics and quasi-phase matching."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Quartz revisits nonlinear optics: twinned crystal for quasi-phase matching [Invited]', 'second-harmonic generation to achieve mode locking within the scope of nonlinear optics and quasi-phase matching']}}"}]} +{"conversations": [{"role": "user", "content": "Could you find me some papers on Quaternion that apply quaternion Exponent moments for secure color image watermarking?"}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['Quaternion'], 'paper': ['apply quaternion Exponent moments for secure color image watermarking']}}"}]} +{"conversations": [{"role": "user", "content": "Look for papers in the field of nuclear fission mechanisms that have a co-author in common with the paper titled 'Second-order perturbative corrections to the restricted active space configuration interaction with the hole and particle approach.'"}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper -> author -> paper', 'Restriction': {'field_of_study': ['nuclear fission mechanisms'], 'paper': ['Second-order perturbative corrections to the restricted active space configuration interaction with the hole and particle approach']}}"}]} +{"conversations": [{"role": "user", "content": "Could you show me some Deep Sea research papers that explore the relationship between heat flow and different underwater occurrences?"}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['Deep Sea', 'heat flow', 'underwater occurrences']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any papers co-authored by a contributor of \"An Efficient Method for Antenna Design Optimization Based on Evolutionary Computation and Machine Learning Techniques\", in the same field, discussing a simple, intuitive approach to antenna design optimization?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['An Efficient Method for Antenna Design Optimization Based on Evolutionary Computation and Machine Learning Techniques', 'simple, intuitive approach to antenna design optimization']}}"}]} +{"conversations": [{"role": "user", "content": "Does Arxiv have any electronic engineering papers from Amasya University exploring interface states?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper <- field_of_study', 'Restriction': {'institution': ['Amasya University'], 'paper': ['interface states'], 'field_of_study': ['electronic engineering']}}"}]} +{"conversations": [{"role": "user", "content": "Could you please locate papers in the field of shock response modeling that share a coauthor with \"A non-empirical gas slippage model for low to moderate Knudsen numbers\", and focus on the discussion of shock response modeling?"}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper -> author -> paper', 'Restriction': {'field_of_study': ['shock response modeling'], 'paper': ['A non-empirical gas slippage model for low to moderate Knudsen numbers', 'shock response modeling']}}"}]} +{"conversations": [{"role": "user", "content": "Does Arxiv have any research papers from ORT Braude College of Engineering on the analysis of advanced photonic devices via coupled mode theory?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['ORT Braude College of Engineering'], 'paper': ['analysis of advanced photonic devices via coupled mode theory']}}"}]} +{"conversations": [{"role": "user", "content": "Please find articles on Password-focused research examining straightforward methods for oblivious transfer and identification within the context of the noisy quantum storage model."}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['Password-focused research', 'noisy quantum storage model'], 'paper': ['straightforward methods for oblivious transfer and identification']}}"}]} +{"conversations": [{"role": "user", "content": "What are the papers that explore various operating strategies and are referenced in the study \"Modelling and simulation of parabolic trough plants based on real operating data\"?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['Modelling and simulation of parabolic trough plants based on real operating data', 'various operating strategies']}}"}]} +{"conversations": [{"role": "user", "content": "Can you help me find papers that have a common author with \"Sound source localization identification accuracy: Level and duration dependencies,\" dealing with the same research area? Ideally, these papers should focus on studies about locating either a single or two concurrent sound sources."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Sound source localization identification accuracy: Level and duration dependencies', 'locating either a single or two concurrent sound sources']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any research papers from Wuhan University that investigate the function of electrons in the intensification of chorus in the discipline of Anisotropy?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper <- field_of_study', 'Restriction': {'institution': ['Wuhan University'], 'paper': ['function of electrons in the intensification of chorus'], 'field_of_study': ['Anisotropy']}}"}]} +{"conversations": [{"role": "user", "content": "Show me publications by Houwen Wu on the emergence of non-commutative properties from commutative systems."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['Houwen Wu'], 'paper': ['emergence of non-commutative properties from commutative systems']}}"}]} +{"conversations": [{"role": "user", "content": "Show me publications by Hongqing Zhang introducing novel approaches to nonlinear equation resolution."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['Hongqing Zhang'], 'paper': ['introducing novel approaches to nonlinear equation resolution']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any research papers from the University of Arts, Sciences and Technology in Lebanon on optical communication techniques and subcarrier, published in 2014?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['University of Arts, Sciences and Technology in Lebanon'], 'paper': ['optical communication techniques and subcarrier', 'published in 2014']}}"}]} +{"conversations": [{"role": "user", "content": "Arxiv articles on pressure drop authored by Teesside University researchers"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['Teesside University'], 'paper': ['pressure drop']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any papers from Furtwangen University researchers that explore new membrane mirror designs?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['Furtwangen University'], 'paper': ['new membrane mirror designs']}}"}]} +{"conversations": [{"role": "user", "content": "Show me publications by Li Wang related to transport phenomena."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper <- field_of_study', 'Restriction': {'author': ['Li Wang'], 'field_of_study': ['transport phenomena']}}"}]} +{"conversations": [{"role": "user", "content": "What are the papers mentioned in \"Femtosecond laser-induced nanostructure formation in Sb2Te3\" that explore the formation of LIPSS using femtosecond laser pulses?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['Femtosecond laser-induced nanostructure formation in Sb2Te3', 'formation of LIPSS using femtosecond laser pulses']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for publications linked to Huaqiao University on the topic of perovskite solar cells within the realm of Nanosheet studies."}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper <- field_of_study', 'Restriction': {'institution': ['Huaqiao University'], 'paper': ['perovskite solar cells'], 'field_of_study': ['Nanosheet studies']}}"}]} +{"conversations": [{"role": "user", "content": "Show me papers by Seungbeom Chin on the topic of identical particle entanglement."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['Seungbeom Chin'], 'paper': ['identical particle entanglement']}}"}]} +{"conversations": [{"role": "user", "content": "Could you please find the papers that discuss the fabrication of micro-optical elements using femtosecond laser and that have cited the paper titled \"Three-dimensional direct laser written achromatic axicons and multi-component microlenses\", considering it delves into the use of direct laser writing method for crafting intricate micro-optical components using femtosecond laser pulses?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['fabrication of micro-optical elements using femtosecond laser', 'Three-dimensional direct laser written achromatic axicons and multi-component microlenses', 'direct laser writing method for crafting intricate micro-optical components using femtosecond laser pulses']}}"}]} +{"conversations": [{"role": "user", "content": "Could you find me some research papers on the subject of Continuous Cooling Transformation that feature CCT diagrams specifically for steel welding?"}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['Continuous Cooling Transformation', 'CCT diagrams', 'steel welding']}}"}]} +{"conversations": [{"role": "user", "content": "Publications by University of Science and Technology Liaoning authors on FeO cluster magnetic structures"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['University of Science and Technology Liaoning'], 'paper': ['FeO cluster magnetic structures']}}"}]} +{"conversations": [{"role": "user", "content": "What are the papers discussing plasmon excitations within spherical electron gases that were referenced by the study 'Coulomb Excitations for a Short Linear Chain of Metallic Shells'?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['Coulomb Excitations for a Short Linear Chain of Metallic Shells', 'plasmon excitations within spherical electron gases']}}"}]} +{"conversations": [{"role": "user", "content": "Can you find papers by authors who have contributed to \"Nanobiotechnology approaches for engineering smart plant sensors\" that also explore the development of smart plant sensors using nanotechnology?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Nanobiotechnology approaches for engineering smart plant sensors', 'development of smart plant sensors using nanotechnology']}}"}]} +{"conversations": [{"role": "user", "content": "Can you find publications from the coauthors of \"Emission Characteristics of Passively Fed Electrospray Microthrusters with Propellant Reservoirs\" that also study the emission uniformity from arrays of ionic liquid emitters?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Emission Characteristics of Passively Fed Electrospray Microthrusters with Propellant Reservoirs', 'emission uniformity from arrays of ionic liquid emitters']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for papers that were referenced by \"The prevalence of type III disc breaks in H I-rich and low-spin galaxies\" and also contain discussions on types of stellar profiles."}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['The prevalence of type III disc breaks in H I-rich and low-spin galaxies', 'types of stellar profiles']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any publications affiliated with K L University focusing on ionosphere observations during 2011-2012, specifically related to the topic of Solstice?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper <- field_of_study', 'Restriction': {'institution': ['K L University'], 'paper': ['ionosphere observations during 2011-2012', 'Solstice'], 'field_of_study': ['ionosphere', 'Solstice']}}"}]} +{"conversations": [{"role": "user", "content": "Show me research articles related to Long-term potentiation that demonstrate complex synaptic plasticity via their experiments and results."}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['Long-term potentiation'], 'paper': ['complex synaptic plasticity via their experiments and results']}}"}]} +{"conversations": [{"role": "user", "content": "Could you find papers discussing the potential influence of Martian wind chill on future colonization attempts or robotic missions, specifically within the wider study of wind chill effects?"}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['wind chill effects'], 'paper': ['potential influence of Martian wind chill on future colonization attempts or robotic missions']}}"}]} +{"conversations": [{"role": "user", "content": "List publications on phase inversion studying ionic conductivity variation due to aging with various lithium salts in polymer membranes."}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['phase inversion', 'ionic conductivity', 'lithium salts', 'polymer membranes'], 'paper': ['ionic conductivity variation due to aging with various lithium salts in polymer membranes']}}"}]} +{"conversations": [{"role": "user", "content": "What are the papers about quantum simulation involving light that were referenced in the study \"Two coupled nonlinear cavities in a driven-dissipative environment\"?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['quantum simulation involving light', 'Two coupled nonlinear cavities in a driven-dissipative environment']}}"}]} +{"conversations": [{"role": "user", "content": "Which publications on magnetic reconnection have been referenced in \"The Role of Magnetic Helicity in Structuring the Solar Corona\"?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['magnetic reconnection', 'The Role of Magnetic Helicity in Structuring the Solar Corona']}}"}]} +{"conversations": [{"role": "user", "content": "Does any research from UAM Azcapotzalco involve a combined theoretical and experimental analysis of commensurability oscillations in superlattices?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['UAM Azcapotzalco'], 'paper': ['combined theoretical and experimental analysis of commensurability oscillations in superlattices']}}"}]} +{"conversations": [{"role": "user", "content": "I'm looking for research articles related to Autopilot systems, specifically those investigating the practicality of employing miniature UAVs for atmospheric observation tasks."}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['Autopilot systems', 'atmospheric observation'], 'paper': ['practicality of employing miniature UAVs for atmospheric observation tasks']}}"}]} +{"conversations": [{"role": "user", "content": "Could you find papers written by Adam F. G. Leontowich that include initial findings from a free electron laser facility?"}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['Adam F. G. Leontowich'], 'paper': ['initial findings from a free electron laser facility']}}"}]} +{"conversations": [{"role": "user", "content": "Which publications from the Australian Institute of Sport focus on the study of wind flows around cyclists?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['Australian Institute of Sport'], 'paper': ['study of wind flows around cyclists']}}"}]} +{"conversations": [{"role": "user", "content": "Could you show me some papers within the kidney research domain that explore the use of MDCK cells as a kidney study model?"}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['kidney research'], 'paper': ['use of MDCK cells as a kidney study model']}}"}]} +{"conversations": [{"role": "user", "content": "What are the 2014 papers on the stability of a modified gravity model that were referenced in the study \"Metric for a rotating object in an infrared corrected nonlocal gravity model\"?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['stability of a modified gravity model', 'Metric for a rotating object in an infrared corrected nonlocal gravity model', '2014']}}"}]} +{"conversations": [{"role": "user", "content": "2017 publications by State University of New York at New Paltz researchers on EUV absorption in metal-containing resists"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['State University of New York at New Paltz'], 'paper': ['2017', 'EUV absorption in metal-containing resists']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any articles co-authored by authors of \"Propagation properties of apertured laser beams with amplitude modulations and phase fluctuations through atmospheric turbulence\" that study laser propagation in seawater, within the field of electromagnetic wave propagation in varying optical media?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper <- field_of_study', 'Restriction': {'paper': ['Propagation properties of apertured laser beams with amplitude modulations and phase fluctuations through atmospheric turbulence', 'laser propagation in seawater'], 'field_of_study': ['electromagnetic wave propagation in varying optical media']}}"}]} +{"conversations": [{"role": "user", "content": "Can you find the papers that either cite or are cited by the paper \"Infrared spectra and optical constants of astronomical ices: II. Ethane and ethylene\", specifically those discussing icy grain mantles?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['Infrared spectra and optical constants of astronomical ices: II. Ethane and ethylene', 'icy grain mantles']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for papers related to X-ray observations of galaxy clusters, specifically those discussing Hitomi observations of the Perseus cluster. The papers should also include authors from the \"An X-ray view of central engines of low luminosity quasars (LLQSO) in the local Universe\" publication."}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper -> author -> paper', 'Restriction': {'field_of_study': ['X-ray observations of galaxy clusters'], 'paper': ['Hitomi observations of the Perseus cluster', 'An X-ray view of central engines of low luminosity quasars (LLQSO) in the local Universe']}}"}]} +{"conversations": [{"role": "user", "content": "Searching for articles on adaptive step size methods to decrease computational errors in the simulation of electric machine dynamics, with emphasis on techniques that adjust step size in simulation processes for enhanced accuracy in electric machinery dynamic modeling."}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['adaptive step size methods', 'electric machine dynamics', 'simulation processes', 'electric machinery dynamic modeling'], 'paper': ['decrease computational errors', 'enhanced accuracy']}}"}]} +{"conversations": [{"role": "user", "content": "Show me publications by J. Thomas Nolan on methods for analyzing the atmosphere"}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['J. Thomas Nolan'], 'paper': ['methods for analyzing the atmosphere']}}"}]} +{"conversations": [{"role": "user", "content": "Could you find papers authored by the co-authors of \"Testing stellar population fitting ingredients with Globular Clusters I: Stellar libraries\", that delve into the use of spectroscopy observations within the 0.85 to 2.5 microns wavelength range for an enhanced understanding of stellar populations?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Testing stellar population fitting ingredients with Globular Clusters I: Stellar libraries', 'use of spectroscopy observations within the 0.85 to 2.5 microns wavelength range for an enhanced understanding of stellar populations']}}"}]} +{"conversations": [{"role": "user", "content": "Does Arxiv have any papers on Spin valve and tunable exchange bias systems coming from the School of Pedagogical and Technological Education?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['School of Pedagogical and Technological Education'], 'paper': ['Spin valve and tunable exchange bias systems']}}"}]} +{"conversations": [{"role": "user", "content": "I'm looking for research articles on electric-field screening with a focus on analyzing gain, noise, and bandwidth."}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['electric-field screening'], 'paper': ['analyzing gain, noise, and bandwidth']}}"}]} +{"conversations": [{"role": "user", "content": "Publications by coauthors of the paper \"Numerical investigation of air entrapment in a molten droplet impacting and solidifying on a cold smooth substrate by 3D lattice Boltzmann method\" that also address the topic of liquid thin film evaporation."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Numerical investigation of air entrapment in a molten droplet impacting and solidifying on a cold smooth substrate by 3D lattice Boltzmann method', 'liquid thin film evaporation']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any papers by The Welding Institute's researchers that focus on the study of elastic wave scattering techniques?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['The Welding Institute'], 'paper': ['study of elastic wave scattering techniques']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any articles written by Yoko Ogawa that examine the pion-exchange interaction within the scope of nuclear physics?"}, {"role": "assistant", "content": "{'Metapath': 'author -> paper <- field_of_study', 'Restriction': {'author': ['Yoko Ogawa'], 'paper': ['pion-exchange interaction'], 'field_of_study': ['nuclear physics']}}"}]} +{"conversations": [{"role": "user", "content": "Can you find papers on plasma analysis techniques that have either cited or been quoted in \"A Simple Analytical Method of Gas Discharge Based on Logistic Model\"?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['plasma analysis techniques', 'A Simple Analytical Method of Gas Discharge Based on Logistic Model']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any papers from Emory and Henry College authors discussing ultraviolet observations of active galaxies?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['Emory and Henry College'], 'paper': ['ultraviolet observations of active galaxies']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any publications from Jahrom University related to the study of entropy variations in 2D materials through the application of the variational method?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['Jahrom University'], 'paper': ['entropy variations in 2D materials through the application of the variational method']}}"}]} +{"conversations": [{"role": "user", "content": "What other scholarly articles investigating the periodic magnetospheric structure of Saturn were referred to in the study \"Spatial and temporal dependence of the convective electric field in Saturn's inner magnetosphere\"?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['periodic magnetospheric structure of Saturn', \"Spatial and temporal dependence of the convective electric field in Saturn's inner magnetosphere\"]}}"}]} +{"conversations": [{"role": "user", "content": "Could you find research articles focused on analyzing interaction effects during anesthesia, specifically related to Sevoflurane?"}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['anesthesia', 'Sevoflurane'], 'paper': ['analyzing interaction effects during anesthesia']}}"}]} +{"conversations": [{"role": "user", "content": "Show me publications by the co-authors of 'Tunable ground state in heterostructured artificial spin ice with exchange bias' that also discuss cobalt nanoparticles in organic solvents or similar subjects."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Tunable ground state in heterostructured artificial spin ice with exchange bias', 'cobalt nanoparticles in organic solvents or similar subjects']}}"}]} +{"conversations": [{"role": "user", "content": "Show me publications by T. Malkiewicz that investigate the measurement of particle densities."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['T. Malkiewicz'], 'paper': ['measurement of particle densities']}}"}]} +{"conversations": [{"role": "user", "content": "Search for publications by Katsuhiro Kinoshita related to thermal conductivity and heat transfer characteristics."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['Katsuhiro Kinoshita'], 'paper': ['thermal conductivity and heat transfer characteristics']}}"}]} +{"conversations": [{"role": "user", "content": "Show me articles investigating sonophoresis for drug delivery applications in the context of sonophoresis studies."}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['sonophoresis', 'drug delivery applications'], 'paper': ['investigating sonophoresis for drug delivery applications in the context of sonophoresis studies']}}"}]} +{"conversations": [{"role": "user", "content": "What papers are cited in \"Rogue waves and lump solutions for a (3+1)-dimensional generalized B-type Kadomtsev\u2013Petviashvili equation in fluid mechanics\" that also explore the topic of soliton solutions?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper <- field_of_study', 'Restriction': {'paper': ['Rogue waves and lump solutions for a (3+1)-dimensional generalized B-type Kadomtsev\u2013Petviashvili equation in fluid mechanics', 'soliton solutions'], 'field_of_study': ['soliton solutions']}}"}]} +{"conversations": [{"role": "user", "content": "Can you find me papers that are referenced by \"Elastic excitations in BaTiO_{3} single crystals and ceramics: Mobile domain boundaries and polar nanoregions observed by resonant ultrasonic spectroscopy\" and also delve into the domain wall switching mechanisms in ferroelectric thin films as articulated in the initial publication?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['Elastic excitations in BaTiO_{3} single crystals and ceramics: Mobile domain boundaries and polar nanoregions observed by resonant ultrasonic spectroscopy', 'domain wall switching mechanisms in ferroelectric thin films']}}"}]} +{"conversations": [{"role": "user", "content": "Could you find papers from the year 2012 that propose new techniques for estimating thermal properties, and which were also referenced in the study, \"A new approach for estimation of total heat exchange factor in reheating furnace by solving an inverse heat conduction problem\"?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['A new approach for estimation of total heat exchange factor in reheating furnace by solving an inverse heat conduction problem', 'propose new techniques for estimating thermal properties', '2012']}}"}]} +{"conversations": [{"role": "user", "content": "Show me publications from co-authors of 'On the importance of progenitor asymmetry to shock revival in core-collapse supernovae', with a focus on fast-pairwise neutrino conversions in core-collapse supernovae."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['On the importance of progenitor asymmetry to shock revival in core-collapse supernovae', 'fast-pairwise neutrino conversions in core-collapse supernovae']}}"}]} +{"conversations": [{"role": "user", "content": "I'm looking for papers that have a common author with \"Beyond the MSSM Higgs bosons at the Tevatron and the LHC\", are focused on Higgs pair production, and share the same area of study as \"Beyond the MSSM Higgs bosons at the Tevatron and the LHC\"."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper <- field_of_study', 'Restriction': {'paper': ['Beyond the MSSM Higgs bosons at the Tevatron and the LHC', 'Higgs pair production'], 'field_of_study': ['Beyond the MSSM Higgs bosons at the Tevatron and the LHC']}}"}]} +{"conversations": [{"role": "user", "content": "Show me publications by Natthakridta Chanthima on luminescence characteristics."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['Natthakridta Chanthima'], 'paper': ['luminescence characteristics']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any research papers from the Weizmann Institute of Science exploring correlations in pPb collisions within the realm of Parton physics?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper <- field_of_study', 'Restriction': {'institution': ['Weizmann Institute of Science'], 'paper': ['correlations in pPb collisions'], 'field_of_study': ['Parton physics']}}"}]} +{"conversations": [{"role": "user", "content": "Show me articles related to co-moving distance measurements with discussions on 21cm hydrogen line absorption."}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['co-moving distance measurements', '21cm hydrogen line absorption']}}"}]} +{"conversations": [{"role": "user", "content": "Show me publications examining K\u00e4hler geometry and symmetries from authors who also contributed to the paper titled 'Fermionic screenings and line bundle twisted chiral de Rham complex on CY manifolds'."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Fermionic screenings and line bundle twisted chiral de Rham complex on CY manifolds', 'K\u00e4hler geometry and symmetries']}}"}]} +{"conversations": [{"role": "user", "content": "Could you show me some research papers that explore the tunneling behavior in the Helium dimer, a type of diatomic molecule?"}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['tunneling behavior', 'Helium dimer', 'diatomic molecule']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any papers discussing compact imaging systems around 2010 authored by the coauthors of 'Computational phase modulation in light field imaging'?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Computational phase modulation in light field imaging', 'compact imaging systems around 2010']}}"}]} +{"conversations": [{"role": "user", "content": "Can you find papers similar to \"Significant enhancements of dielectric and magnetic properties in Bi(Fe1\u2212xMgx)O3\u2212x/2 induced by oxygen vacancies\" that also investigate the impact of doping transition metals on improving dielectric and magnetic properties?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['Significant enhancements of dielectric and magnetic properties in Bi(Fe1\u2212xMgx)O3\u2212x/2 induced by oxygen vacancies', 'impact of doping transition metals on improving dielectric and magnetic properties']}}"}]} +{"conversations": [{"role": "user", "content": "Could you find articles from the authors of \"Optical security devices using nonuniform schlieren texture of UV-curable nematic liquid crystal\", that also delve into studying the chaotic dynamics in VCSEL lasers?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Optical security devices using nonuniform schlieren texture of UV-curable nematic liquid crystal', 'studying the chaotic dynamics in VCSEL lasers']}}"}]} +{"conversations": [{"role": "user", "content": "Search for 2017 publications related to enhancing ALMA data for meteorological applications by authors from the National Radio Astronomy Observatory."}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['National Radio Astronomy Observatory'], 'paper': ['2017', 'enhancing ALMA data for meteorological applications']}}"}]} +{"conversations": [{"role": "user", "content": "Find publications by co-authors of \"Magnetic field induced changes in linear and nonlinear optical properties of Ti incorporated Cr 2 O 3 nanostructured thin film\" that explore the thickness-related characteristics of these nanostructured thin films."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Magnetic field induced changes in linear and nonlinear optical properties of Ti incorporated Cr 2 O 3 nanostructured thin film', 'thickness-related characteristics of these nanostructured thin films']}}"}]} +{"conversations": [{"role": "user", "content": "Are there publications by Jennifer A. Taylor on generating microwaves with ultra-low phase noise through optical frequency division?"}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['Jennifer A. Taylor'], 'paper': ['generating microwaves with ultra-low phase noise through optical frequency division']}}"}]} +{"conversations": [{"role": "user", "content": "Can you find papers that delve into the photosensitivity of chalcogenide glasses with a focus on telecom wavelengths, specifically those referenced in the paper titled \"Photo-induced trimming of coupled ring-resonator filters and delay lines in As2S3 chalcogenide glass\", seeing as this paper investigates these photosensitive properties across these particular wavelengths?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['Photo-induced trimming of coupled ring-resonator filters and delay lines in As2S3 chalcogenide glass', 'photosensitivity of chalcogenide glasses with a focus on telecom wavelengths']}}"}]} +{"conversations": [{"role": "user", "content": "Show me research articles focused on the design of roughing pump systems within the roughing pump domain."}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['roughing pump'], 'paper': ['design of roughing pump systems']}}"}]} +{"conversations": [{"role": "user", "content": "Show me publications by authors of \"Mu-Tau Production at Hadron Colliders\" that also explore light Higgs states in the NMSSM model."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Mu-Tau Production at Hadron Colliders', 'light Higgs states in the NMSSM model']}}"}]} +{"conversations": [{"role": "user", "content": "Show me research studies on temperature tunable dye lasers by scholars from Shenyang Ligong University."}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['Shenyang Ligong University'], 'paper': ['temperature tunable dye lasers']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any papers by Coastal Carolina University researchers on the topic of knifefish swimming propulsion?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['Coastal Carolina University'], 'paper': ['knifefish swimming propulsion']}}"}]} +{"conversations": [{"role": "user", "content": "Show me more publications from the co-authors of \"Doping enhanced ferromagnetism and induced half-metallicity in CrI3 monolayer\" that also delve into the topic of two-dimensional magnetism."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Doping enhanced ferromagnetism and induced half-metallicity in CrI3 monolayer', 'two-dimensional magnetism']}}"}]} +{"conversations": [{"role": "user", "content": "Publications by Institute of Engineering and Technology, DAVV authors on the diffusion in iron nitride films"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['Institute of Engineering and Technology, DAVV'], 'paper': ['diffusion in iron nitride films']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any publications from IHS Inc. researchers on the topic of two-phase flow phenomena within oil refinery operations?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['IHS Inc.'], 'paper': ['two-phase flow phenomena within oil refinery operations']}}"}]} +{"conversations": [{"role": "user", "content": "Show me papers by Thomas Neff related to the study of proton radii in radioactive isotopes."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['Thomas Neff'], 'paper': ['study of proton radii in radioactive isotopes']}}"}]} +{"conversations": [{"role": "user", "content": "Could you help locate papers authored by the same individual(s) as \"Magnetic fluid infiltrated dual core photonic crystal fiber based highly sensitive magnetic field sensor\", which introduce a unique refractive index sensor and are within the same area of research with respect to magnetic field sensing using photonic crystal fibers?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Magnetic fluid infiltrated dual core photonic crystal fiber based highly sensitive magnetic field sensor', 'unique refractive index sensor', 'magnetic field sensing using photonic crystal fibers']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any intriguing studies from the University of Pinar del R\u00edo researchers that explore unique relationships between various aspects?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['University of Pinar del R\u00edo'], 'paper': ['unique relationships between various aspects']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any publications from authors who collaborated on \"Scintillation Properties of Cs $_{3}$ LaCl $_{6}$ :Ce $^{3+}$ and Cs $_{3}$ LaBr $_{6}$ :Ce $^{3+}$\", focusing on the enhancement of scintillation in cesium halide crystals, approximately from the year 2011?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Scintillation Properties of Cs $_{3}$ LaCl $_{6}$ :Ce $^{3+}$ and Cs $_{3}$ LaBr $_{6}$ :Ce $^{3+}$', 'enhancement of scintillation in cesium halide crystals', 'approximately from the year 2011']}}"}]} +{"conversations": [{"role": "user", "content": "Which publications from Penn State Erie, The Behrend College authors investigate the stability of thin films on nanostructured surfaces?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['Penn State Erie, The Behrend College'], 'paper': ['stability of thin films on nanostructured surfaces']}}"}]} +{"conversations": [{"role": "user", "content": "Could you show me 2013 papers related to Centrifuge studies, specifically discussing boiling?"}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['Centrifuge studies', 'boiling'], 'paper': ['2013']}}"}]} +{"conversations": [{"role": "user", "content": "2018 publications on secret grants authored by researchers at London Metropolitan University"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['London Metropolitan University'], 'paper': ['2018', 'secret grants']}}"}]} +{"conversations": [{"role": "user", "content": "Can you show me the papers that \"Topological nature of spinons and holons: elementary excitations from matrix product states with conserved symmetries\" cites and that are also contributing to the modern understanding of DMRG as presented in the same paper?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['Topological nature of spinons and holons: elementary excitations from matrix product states with conserved symmetries', 'contributing to the modern understanding of DMRG']}}"}]} +{"conversations": [{"role": "user", "content": "Has Veselina Kalinova authored any studies on the occurrence of bar-like kinematic flows in galactic rotations, examining their presence and characteristics as influential factors in the evolution of galaxies?"}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['Veselina Kalinova'], 'paper': ['occurrence of bar-like kinematic flows in galactic rotations, examining their presence and characteristics as influential factors in the evolution of galaxies']}}"}]} +{"conversations": [{"role": "user", "content": "Show me publications by Junhao Hu on the subject of plasma operations."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['Junhao Hu'], 'paper': ['plasma operations']}}"}]} +{"conversations": [{"role": "user", "content": "Find publications by Yunhong Wang on the topic of adjustable laser technology."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['Yunhong Wang'], 'paper': ['adjustable laser technology']}}"}]} +{"conversations": [{"role": "user", "content": "Search for publications by Lianghao Han on biomechanically-based breast image registration."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['Lianghao Han'], 'paper': ['biomechanically-based breast image registration']}}"}]} +{"conversations": [{"role": "user", "content": "Papers on resonances in coupled microspheres by the University of North Alabama authors"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['University of North Alabama'], 'paper': ['resonances in coupled microspheres']}}"}]} +{"conversations": [{"role": "user", "content": "Does the University of Bedfordshire have any Optics research papers on enhancing the capacity of multimode fiber?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper <- field_of_study', 'Restriction': {'institution': ['University of Bedfordshire'], 'paper': ['enhancing the capacity of multimode fiber'], 'field_of_study': ['Optics']}}"}]} +{"conversations": [{"role": "user", "content": "Does the University of Auvergne have any published papers in Physics that analyze polariton condensation in GaN and ZnO microcavities?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper <- field_of_study', 'Restriction': {'institution': ['University of Auvergne'], 'paper': ['analyze polariton condensation in GaN and ZnO microcavities'], 'field_of_study': ['Physics']}}"}]} +{"conversations": [{"role": "user", "content": "Find publications on nanofluid heat transfer that reference or are referenced by \"Designing an artificial neural network to predict dynamic viscosity of aqueous nanofluid of TiO2 using experimental data\"."}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['nanofluid heat transfer', 'Designing an artificial neural network to predict dynamic viscosity of aqueous nanofluid of TiO2 using experimental data']}}"}]} +{"conversations": [{"role": "user", "content": "What other research on charge packet dynamics in polyethylene are cited in the study \"Effect of gaseous void on bipolar charge transport in layered polymer film\"?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['charge packet dynamics in polyethylene', 'Effect of gaseous void on bipolar charge transport in layered polymer film']}}"}]} +{"conversations": [{"role": "user", "content": "Which articles on Arxiv, authored by researchers from the Institute for the Protection and Security of the Citizen, discuss the subject of prompt neutron anisotropy?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['Institute for the Protection and Security of the Citizen'], 'paper': ['prompt neutron anisotropy']}}"}]} +{"conversations": [{"role": "user", "content": "Show me papers from the Civil Aerospace Medical Institute that discuss software for calculating aircraft radiation in 2017."}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['Civil Aerospace Medical Institute'], 'paper': ['software for calculating aircraft radiation in 2017']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any research papers connected to the United Nations, focusing on Anemometers, that assess WRF PBL methods based on urban measurements?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper <- field_of_study', 'Restriction': {'institution': ['United Nations'], 'paper': ['assess WRF PBL methods based on urban measurements'], 'field_of_study': ['Anemometers']}}"}]} +{"conversations": [{"role": "user", "content": "Publications on spatial unmasking effects from Portland VA Medical Center authors for diverse listener populations"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['Portland VA Medical Center'], 'paper': ['spatial unmasking effects for diverse listener populations']}}"}]} +{"conversations": [{"role": "user", "content": "Can you look for research documents that have a common author with \"Solar-induced 27-day variations of polar mesospheric clouds from the AIM SOFIE and CIPS experiments\", focus on the same topic of polar mesospheric clouds and their interaction with solar irradiance, and also include comparisons of spectral irradiance?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Solar-induced 27-day variations of polar mesospheric clouds from the AIM SOFIE and CIPS experiments', 'polar mesospheric clouds and their interaction with solar irradiance', 'comparisons of spectral irradiance']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any research papers from Teikyo Heisei University exploring the potential link between small main-belt asteroids and the concept of Coincidence?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['Teikyo Heisei University'], 'paper': ['potential link between small main-belt asteroids and the concept of Coincidence']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any studies from the Monash Institute of Medical Research dedicated to the Paraxial approximation, specifically showcasing the application of x-ray phase retrieval tomography in imaging?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper <- field_of_study', 'Restriction': {'institution': ['Monash Institute of Medical Research'], 'paper': ['Paraxial approximation', 'application of x-ray phase retrieval tomography in imaging'], 'field_of_study': ['x-ray phase retrieval tomography', 'imaging']}}"}]} +{"conversations": [{"role": "user", "content": "Show me publications by Carl M. Liebig on improved holographic effects."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['Carl M. Liebig'], 'paper': ['improved holographic effects']}}"}]} +{"conversations": [{"role": "user", "content": "Has Gakushuin University published any research on the oscillation dynamics within binary number systems?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper <- field_of_study', 'Restriction': {'institution': ['Gakushuin University'], 'paper': ['oscillation dynamics within binary number systems'], 'field_of_study': ['oscillation dynamics', 'binary number systems']}}"}]} +{"conversations": [{"role": "user", "content": "Publications on electrical property alterations by Kanya Maha Vidyalaya authors"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['Kanya Maha Vidyalaya'], 'paper': ['electrical property alterations']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any publications from Capital University of Economics and Business researchers on helicopter rescue models?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['Capital University of Economics and Business'], 'paper': ['helicopter rescue models']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any papers by authors of \"On the formation and decay of a molecular ultracold plasma\" that focus on optimizing deceleration sequences in Zeeman decelerators?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['On the formation and decay of a molecular ultracold plasma', 'optimizing deceleration sequences in Zeeman decelerators']}}"}]} +{"conversations": [{"role": "user", "content": "Show me papers authored by co-authors of the \"Antenna De-Embedding of Radio Propagation Channel With Truncated Modes in the Spherical Vector Wave Domain\" research, that also feature body area network channel models based on measurement studies, specifically from 2012."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Antenna De-Embedding of Radio Propagation Channel With Truncated Modes in the Spherical Vector Wave Domain', 'body area network channel models based on measurement studies, specifically from 2012']}}"}]} +{"conversations": [{"role": "user", "content": "Which publications by Northern Virginia Community College scholars explore the features of solar supergranules?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['Northern Virginia Community College'], 'paper': ['features of solar supergranules']}}"}]} +{"conversations": [{"role": "user", "content": "Search for articles related to cooling techniques for photovoltaic systems using water jackets on Arxiv."}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['cooling techniques for photovoltaic systems using water jackets', 'Arxiv']}}"}]} +{"conversations": [{"role": "user", "content": "Show me publications by Nisha Rani that analyze different dark energy theories through the examination of galaxy aging information."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['Nisha Rani'], 'paper': ['analyze different dark energy theories through the examination of galaxy aging information']}}"}]} +{"conversations": [{"role": "user", "content": "Find articles by E. Leonardi on enhancing positional accuracy with a diamond sensor active target."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['E. Leonardi'], 'paper': ['enhancing positional accuracy with a diamond sensor active target']}}"}]} +{"conversations": [{"role": "user", "content": "Which publications from Altair Engineering authors focus on improving directional sensitivity across a wide range of frequencies?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['Altair Engineering'], 'paper': ['improving directional sensitivity across a wide range of frequencies']}}"}]} +{"conversations": [{"role": "user", "content": "Seeking publications by coauthors of \"Abundance analysis of a CEMP-no star in the Carina dwarf spheroidal galaxy\" that explore forthcoming or prospective spectroscopic surveys."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Abundance analysis of a CEMP-no star in the Carina dwarf spheroidal galaxy', 'forthcoming or prospective spectroscopic surveys']}}"}]} +{"conversations": [{"role": "user", "content": "Show me research papers by the co-authors of 'Digital Cavities and Their Potential Applications' that delve into the study of conformation-dependent electronic coupling using two-dimensional fluorescence spectroscopy or similar spectroscopic methods."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Digital Cavities and Their Potential Applications', 'conformation-dependent electronic coupling using two-dimensional fluorescence spectroscopy or similar spectroscopic methods']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any papers from co-authors of 'Microstructure and magnetic properties of nanostructured (Fe0.8Al0.2)100-xSix alloy produced by mechanical alloying' that propose ways of enhancing magnetocaloric characteristics?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Microstructure and magnetic properties of nanostructured (Fe0.8Al0.2)100-xSix alloy produced by mechanical alloying', 'propose ways of enhancing magnetocaloric characteristics']}}"}]} +{"conversations": [{"role": "user", "content": "Could you show me some articles related to the geometric cross-section area that explore the estimation of patient attenuation through CT scan methodologies?"}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['geometric cross-section area', 'CT scan methodologies'], 'paper': ['estimation of patient attenuation']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for research papers from Texas A&M University\u2013Corpus Christi on direct numerical simulation of supersonic turbulent flows in the boundary layer field."}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['Texas A&M University\u2013Corpus Christi'], 'paper': ['direct numerical simulation of supersonic turbulent flows in the boundary layer field']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for research papers that have a common coauthor with \"Magnetic structure and magnetodielectric effect of YFe0.5Cr0.5O3\", belong to the condensed matter physics domain, and explore similar magnetic properties."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper <- field_of_study', 'Restriction': {'paper': ['Magnetic structure and magnetodielectric effect of YFe0.5Cr0.5O3', 'explore similar magnetic properties'], 'field_of_study': ['condensed matter physics']}}"}]} +{"conversations": [{"role": "user", "content": "I'm looking for articles written by Nelson A. Lima related to the study of gravitational models."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper <- field_of_study', 'Restriction': {'author': ['Nelson A. Lima'], 'paper': ['study of gravitational models'], 'field_of_study': ['gravitational models']}}"}]} +{"conversations": [{"role": "user", "content": "Papers on optical nonlinear properties by Hindu College, University of Delhi authors"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['Hindu College, University of Delhi'], 'paper': ['optical nonlinear properties']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for papers from the Institute for Scientific Interchange exploring Markovian and non-Markovian dynamics related to quantum states in the realm of Quantum state."}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper <- field_of_study', 'Restriction': {'institution': ['Institute for Scientific Interchange'], 'paper': ['Markovian and non-Markovian dynamics related to quantum states'], 'field_of_study': ['Quantum state']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any astrophysics publications from the National Research Council that explore mass ratios in dwarf galaxies?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper <- field_of_study', 'Restriction': {'institution': ['National Research Council'], 'paper': ['mass ratios in dwarf galaxies'], 'field_of_study': ['astrophysics']}}"}]} +{"conversations": [{"role": "user", "content": "Articles by authors affiliated with PES University on the study of natural convection."}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['PES University'], 'paper': ['study of natural convection']}}"}]} +{"conversations": [{"role": "user", "content": "What are the papers on black hole characteristics referenced by the study \"Powerful relativistic jets in spiral galaxies\"?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['Powerful relativistic jets in spiral galaxies', 'black hole characteristics']}}"}]} +{"conversations": [{"role": "user", "content": "Show me publications by Z. Raics on the topic of gravitational wave analysis."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['Z. Raics'], 'paper': ['gravitational wave analysis']}}"}]} +{"conversations": [{"role": "user", "content": "Can you find the papers, authored by co-writers of \"The Magnetoviscous-thermal Instability\", that delve into the topic of instabilities in dilute accretion flows?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['The Magnetoviscous-thermal Instability', 'instabilities in dilute accretion flows']}}"}]} +{"conversations": [{"role": "user", "content": "Could you show me some papers related to vector tetraquark states in the context of P wave?"}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['vector tetraquark states', 'P wave']}}"}]} +{"conversations": [{"role": "user", "content": "Show me papers from 2010 on CZT dual-panel PET imaging of breast cancer, authored by the same researchers who coauthored 'A method to achieve spatial linearity and uniform resolution at the edges of monolithic scintillation crystal detectors'."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['A method to achieve spatial linearity and uniform resolution at the edges of monolithic scintillation crystal detectors', 'CZT dual-panel PET imaging of breast cancer from 2010']}}"}]} +{"conversations": [{"role": "user", "content": "Find papers authored by the co-authors of \"Magnification enhancement for an integral imaging microscope system\" that cover novel advancements in integral imaging microscope technologies in 2018."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Magnification enhancement for an integral imaging microscope system', 'novel advancements in integral imaging microscope technologies in 2018']}}"}]} +{"conversations": [{"role": "user", "content": "Show me papers exploring the electronic and superconducting characteristics of Ni-based Heusler alloys, specifically in relation to the Kohn anomaly."}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['electronic characteristics', 'superconducting characteristics', 'Ni-based Heusler alloys', 'Kohn anomaly'], 'paper': ['electronic and superconducting characteristics of Ni-based Heusler alloys, specifically in relation to the Kohn anomaly']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any papers available that delve into the usage of Rhodamine 123 in sonodynamic therapy?"}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['Rhodamine 123', 'sonodynamic therapy']}}"}]} +{"conversations": [{"role": "user", "content": "Could you list some studies in the Blindness domain that explore the employment of quantum proxy blind signatures for safe delegation of signing abilities on a user's behalf?"}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['Blindness', 'quantum proxy blind signatures'], 'paper': [\"employment of quantum proxy blind signatures for safe delegation of signing abilities on a user's behalf\"]}}"}]} +{"conversations": [{"role": "user", "content": "Could you find papers by Peisi Le focusing on tunable surface plasmon polaritons?"}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['Peisi Le'], 'paper': ['tunable surface plasmon polaritons']}}"}]} +{"conversations": [{"role": "user", "content": "Show me the academic papers authored by collaborators of the study \"A phase-dependent comparison of the velocity parameters of SiO v = 1, J = 1-0 and J = 2-1 maser emission in long-period variables\" which include the study of SiO masers."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['A phase-dependent comparison of the velocity parameters of SiO v = 1, J = 1-0 and J = 2-1 maser emission in long-period variables', 'study of SiO masers']}}"}]} +{"conversations": [{"role": "user", "content": "Could you find articles that investigate the application of IGZO TFTs in DC-DC boost converters?"}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['IGZO TFTs', 'DC-DC boost converters']}}"}]} +{"conversations": [{"role": "user", "content": "Show me papers by Seung-Hyeok Kye that discuss separability criteria."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['Seung-Hyeok Kye'], 'paper': ['separability criteria']}}"}]} +{"conversations": [{"role": "user", "content": "Which publications from Alrafidain University College authors discuss soliton solutions?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['Alrafidain University College'], 'paper': ['soliton solutions']}}"}]} +{"conversations": [{"role": "user", "content": "Can you find me any papers that explore real-time motion detection in particle therapy and also reference \"ELPHA: Dynamically deformable liver phantom for real\u2010time motion-adaptive radiotherapy treatments\"?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['real-time motion detection in particle therapy', 'ELPHA: Dynamically deformable liver phantom for real\u2010time motion-adaptive radiotherapy treatments']}}"}]} +{"conversations": [{"role": "user", "content": "What are the papers authored by scholars from the St. Petersburg State University of Telecommunications that explore a metal vapor concentration x-ray diagnostic system?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['St. Petersburg State University of Telecommunications'], 'paper': ['metal vapor concentration x-ray diagnostic system']}}"}]} +{"conversations": [{"role": "user", "content": "Show me the papers by Young-Hee Ryu which analyze and quantify the causes of urban heat islands."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['Young-Hee Ryu'], 'paper': ['analyze and quantify the causes of urban heat islands']}}"}]} +{"conversations": [{"role": "user", "content": "What are the references cited in the paper entitled \"Empirical Selection Rule of Substrate Materials for Iron Chalcogenide Superconducting Thin Films\" that also discuss the subject of thin films around the period of 2010?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['Empirical Selection Rule of Substrate Materials for Iron Chalcogenide Superconducting Thin Films', 'thin films around the period of 2010']}}"}]} +{"conversations": [{"role": "user", "content": "Could you showcase papers related to Kaguya's onboard instrument readings of lunar magnetic fields?"}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['lunar magnetic fields'], 'paper': [\"Kaguya's onboard instrument readings\"]}}"}]} +{"conversations": [{"role": "user", "content": "Show me publications by M.C. Clochard on the study of magnetic properties."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['M.C. Clochard'], 'paper': ['study of magnetic properties']}}"}]} +{"conversations": [{"role": "user", "content": "What are some other publications from the coauthors of \"Measuring the Optical Rotation Angle and Circular Dichroism of Anisotropic Optical Media Using a Heterodyne Polarimeter\" that also discuss the dynamic polarization characteristics of liquid crystals?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Measuring the Optical Rotation Angle and Circular Dichroism of Anisotropic Optical Media Using a Heterodyne Polarimeter', 'dynamic polarization characteristics of liquid crystals']}}"}]} +{"conversations": [{"role": "user", "content": "Publications by University of HKBP Nommensen authors on doped MoS2 structural and optical characteristics"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper <- field_of_study', 'Restriction': {'institution': ['University of HKBP Nommensen'], 'paper': ['doped MoS2 structural and optical characteristics'], 'field_of_study': ['doped MoS2', 'structural characteristics', 'optical characteristics']}}"}]} +{"conversations": [{"role": "user", "content": "Find me papers authored by co-authors of 'Inelastic scattering puts in question recent claims of Anderson localization of light' that also delve into the topic of low-dimensional colloidal systems."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Inelastic scattering puts in question recent claims of Anderson localization of light', 'low-dimensional colloidal systems']}}"}]} +{"conversations": [{"role": "user", "content": "Can you show me the papers that discuss the extended Einstein-Maxwell-axion model and have either cited the paper \"Axion-induced oscillations of cooperative electric field in a cosmic magneto-active plasma\" or have been cited by it?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['extended Einstein-Maxwell-axion model', 'Axion-induced oscillations of cooperative electric field in a cosmic magneto-active plasma']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any papers from University of Venda researchers that explore the discovery of new bands and chiral pair in the 194Tl isotope?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['University of Venda'], 'paper': ['discovery of new bands and chiral pair in the 194Tl isotope']}}"}]} +{"conversations": [{"role": "user", "content": "I'm looking for research articles on Operator theory focusing on spin and twist correlator studies. Can you help me find such papers?"}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['Operator theory'], 'paper': ['spin and twist correlator studies']}}"}]} +{"conversations": [{"role": "user", "content": "Can I find other articles from the authors of \"EFFECTS OF IN-MEDIUM MODIFICATION OF WEAKLY INTERACTING LIGHT BOSON MASS IN NEUTRON STARS\" that delve into the impact of hyperons on neutron star structure and characteristics?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['EFFECTS OF IN-MEDIUM MODIFICATION OF WEAKLY INTERACTING LIGHT BOSON MASS IN NEUTRON STARS', 'impact of hyperons on neutron star structure and characteristics']}}"}]} +{"conversations": [{"role": "user", "content": "Show me research articles related to chemical ionization that investigate the electron impact ionization of xenon ions."}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['chemical ionization'], 'paper': ['electron impact ionization of xenon ions']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for papers related to heat exchanger and thermal conductivity prediction using experimental or numerical approaches from Ya\u015far University."}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['Ya\u015far University'], 'paper': ['heat exchanger and thermal conductivity prediction using experimental or numerical approaches']}}"}]} +{"conversations": [{"role": "user", "content": "Show me publications from the co-authors of 'Holographic superconductors from Einstein-Maxwell-Dilaton gravity' that also delve into the topics of electron stars and AdS Dirac hair solutions."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Holographic superconductors from Einstein-Maxwell-Dilaton gravity', 'electron stars and AdS Dirac hair solutions']}}"}]} +{"conversations": [{"role": "user", "content": "Show me articles related to Siphon technology focusing on the study of stress dissipation throughout cooling processes."}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['Siphon technology', 'stress dissipation throughout cooling processes']}}"}]} +{"conversations": [{"role": "user", "content": "Show me publications by Ryuichi Sugizaki related to long-distance signal transmission experiments."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['Ryuichi Sugizaki'], 'paper': ['long-distance signal transmission experiments']}}"}]} +{"conversations": [{"role": "user", "content": "Show me publications by A. Schleicher that detail experiments and simulations for a forthcoming space mission."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['A. Schleicher'], 'paper': ['experiments and simulations for a forthcoming space mission']}}"}]} +{"conversations": [{"role": "user", "content": "Search for papers investigating lattice Boltzmann models for convection and diffusion phenomena, cited in \"An optimal two-relaxation-time lattice Boltzmann equation for solid-liquid phase change: The elimination of unphysical numerical diffusion\"."}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['An optimal two-relaxation-time lattice Boltzmann equation for solid-liquid phase change: The elimination of unphysical numerical diffusion', 'lattice Boltzmann models for convection and diffusion phenomena']}}"}]} +{"conversations": [{"role": "user", "content": "Did researchers from Alma College publish any papers in 2015 about impact experiments on porous materials such as pumice within the field of Pumice studies?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper <- field_of_study', 'Restriction': {'institution': ['Alma College'], 'paper': ['impact experiments on porous materials such as pumice', 'published in 2015'], 'field_of_study': ['Pumice studies']}}"}]} +{"conversations": [{"role": "user", "content": "I'm searching for research articles related to positioning devices that explore the evaluation of reflective materials for potential integration into these systems."}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['positioning devices', 'reflective materials'], 'paper': ['evaluation of reflective materials for potential integration into positioning devices systems']}}"}]} +{"conversations": [{"role": "user", "content": "I'm looking for papers related to fiber interference ablation that are in the same field of study as \"Ultra-thin plasmonic random lasers\" and share a common author."}, {"role": "assistant", "content": "{'Metapath': 'paper -> field_of_study -> paper -> author -> paper', 'Restriction': {'paper': ['Ultra-thin plasmonic random lasers', 'fiber interference ablation']}}"}]} +{"conversations": [{"role": "user", "content": "Search for studies focusing on the analysis of whale vocalization patterns within the context of endangered species research."}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['whale vocalization patterns', 'endangered species research']}}"}]} +{"conversations": [{"role": "user", "content": "What research papers focusing on simulation models have been published by scholars from Calsonic Kansei?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper <- field_of_study', 'Restriction': {'institution': ['Calsonic Kansei'], 'field_of_study': ['simulation models']}}"}]} +{"conversations": [{"role": "user", "content": "Could you show me some research papers about using biomarkers to explore potential life on primordial, Earth-like planets, in the context of anoxic waters?"}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['biomarkers', 'primordial Earth-like planets', 'anoxic waters'], 'paper': ['using biomarkers to explore potential life on primordial, Earth-like planets, in the context of anoxic waters']}}"}]} +{"conversations": [{"role": "user", "content": "Could you show me some research papers related to plasma distribution models within the scope of Relativistic Breit-Wigner distribution?"}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['plasma distribution models', 'Relativistic Breit-Wigner distribution']}}"}]} +{"conversations": [{"role": "user", "content": "Nonlinear optical properties of composite dielectric materials researched by Universidade de Pernambuco"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['Universidade de Pernambuco'], 'paper': ['Nonlinear optical properties of composite dielectric materials']}}"}]} +{"conversations": [{"role": "user", "content": "Which additional research papers that delve into two-phase flow measurement have referenced or been referenced by \"A new model for volume fraction measurements of horizontal high-pressure wet gas flow using gamma-based techniques\"?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['two-phase flow measurement', 'A new model for volume fraction measurements of horizontal high-pressure wet gas flow using gamma-based techniques']}}"}]} +{"conversations": [{"role": "user", "content": "Find publications by Ruiyuan Ma on the impact of evaporation on rough surfaces."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['Ruiyuan Ma'], 'paper': ['impact of evaporation on rough surfaces']}}"}]} +{"conversations": [{"role": "user", "content": "Show me publications by Mark I. Stockman discussing the concept of electrically driven nanoscale spasers."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['Mark I. Stockman'], 'paper': ['electrically driven nanoscale spasers']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any additional publications from the co-authors of 'Average-atom model calculations of dense-plasma opacities: Review and potential applications to white-dwarf stars' that delve deeper or expand on the average-atom models discussed in this paper?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Average-atom model calculations of dense-plasma opacities: Review and potential applications to white-dwarf stars', 'delve deeper or expand on the average-atom models discussed in this paper']}}"}]} +{"conversations": [{"role": "user", "content": "Can you show me the papers that \"Secular dynamics of hierarchical quadruple systems: the case of a triple system orbited by a fourth body\" cites, which also cover the topic of the dynamical evolution of a particle orbiting a star with an eccentric planet?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper <- field_of_study', 'Restriction': {'paper': ['Secular dynamics of hierarchical quadruple systems: the case of a triple system orbited by a fourth body', 'dynamical evolution of a particle orbiting a star with an eccentric planet'], 'field_of_study': ['dynamical evolution', 'orbital dynamics', 'astronomy']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any papers from WesternGeco researchers that discuss a new inverse algorithm for the reconstruction of crawling wave speed?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['WesternGeco'], 'paper': ['new inverse algorithm for the reconstruction of crawling wave speed']}}"}]} +{"conversations": [{"role": "user", "content": "Could you find some scholarly articles related to the Positive-definite matrix domain, specifically focusing on its applications like forward-forward dijets?"}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['Positive-definite matrix domain', 'forward-forward dijets']}}"}]} +{"conversations": [{"role": "user", "content": "Could you help me locate documents investigating surface molecular switches, which share an author with \"The influence of the electronic structure of adsorbate\u2013substrate complexes on photoisomerization ability\", and are relevant to the same field?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['The influence of the electronic structure of adsorbate\u2013substrate complexes on photoisomerization ability', 'surface molecular switches relevant to the same field']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any Physics papers from the Shenyang Institute of Automation on the topic of optimizing antireflection coating design methods?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper <- field_of_study', 'Restriction': {'institution': ['Shenyang Institute of Automation'], 'paper': ['optimizing antireflection coating design methods'], 'field_of_study': ['Physics']}}"}]} +{"conversations": [{"role": "user", "content": "I'm looking for papers on the Stack effect, specifically those discussing back-layering flows in tunnels. Can you find studies that address how this phenomenon influences air pressure differences and underlines safety concerns arising from back-layering in transportation tunnels?"}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['Stack effect', 'back-layering flows in tunnels'], 'paper': ['influences air pressure differences', 'safety concerns arising from back-layering in transportation tunnels']}}"}]} +{"conversations": [{"role": "user", "content": "What are the publications that explore the impact of Rabi coupling on the separation dynamics in condensates and also cite the study titled \"Itinerant ferromagnetism of two-dimensional repulsive fermions with Rabi coupling\"?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['impact of Rabi coupling on the separation dynamics in condensates', 'Itinerant ferromagnetism of two-dimensional repulsive fermions with Rabi coupling']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for articles either co-authored by someone who worked on \"Characterization of FeCo particles synthesized via co-precipitation, particle growth using flux treatment and reduction in hydrogen gas\" or ones talking about the pathways for utilizing magnetic materials in spintronic appliances. Preference for papers also specializing in magnetic particles and their uses."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper <- field_of_study', 'Restriction': {'paper': ['Characterization of FeCo particles synthesized via co-precipitation, particle growth using flux treatment and reduction in hydrogen gas', 'pathways for utilizing magnetic materials in spintronic appliances'], 'field_of_study': ['magnetic particles', 'spintronic appliances']}}"}]} +{"conversations": [{"role": "user", "content": "Show me publications by Dennis M. Newns on methods to measure piezoelectric properties."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['Dennis M. Newns'], 'paper': ['methods to measure piezoelectric properties']}}"}]} +{"conversations": [{"role": "user", "content": "Could you show me some papers related to the Catalase field studying the impact of vacuum cooling on enzymatic activity and protein structures?"}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['Catalase'], 'paper': ['impact of vacuum cooling on enzymatic activity and protein structures']}}"}]} +{"conversations": [{"role": "user", "content": "Are there publications by Simon Garruto on the algebraic aspects of the Cauchy problem within the context of general relativity?"}, {"role": "assistant", "content": "{'Metapath': 'author -> paper <- field_of_study', 'Restriction': {'author': ['Simon Garruto'], 'paper': ['algebraic aspects of the Cauchy problem within the context of general relativity'], 'field_of_study': ['general relativity']}}"}]} +{"conversations": [{"role": "user", "content": "Can I find any articles related to Daewoo Shipbuilding & Marine Engineering in the Mechanics field, focusing on techniques to mitigate flow maldistribution?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper <- field_of_study', 'Restriction': {'institution': ['Daewoo Shipbuilding & Marine Engineering'], 'field_of_study': ['Mechanics'], 'paper': ['techniques to mitigate flow maldistribution']}}"}]} +{"conversations": [{"role": "user", "content": "Which research papers assessing band gap narrowing models are referenced in the study \"Contact Resistivity of Evaporated Al Contacts for Silicon Solar Cells\"?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['Contact Resistivity of Evaporated Al Contacts for Silicon Solar Cells', 'assessing band gap narrowing models']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any publications by Duncan A. Robertson that focus on the impact of nonlinearity and phase noise on millimeter-wave radar imaging?"}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['Duncan A. Robertson'], 'paper': ['impact of nonlinearity and phase noise on millimeter-wave radar imaging']}}"}]} +{"conversations": [{"role": "user", "content": "Show me papers written by the co-authors of \"A systematic approach to determine optimal composition of gel used in radiation therapy\", specifically discussing the influence of container size on dose profile variability in polymer gel dosimeters."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['A systematic approach to determine optimal composition of gel used in radiation therapy', 'influence of container size on dose profile variability in polymer gel dosimeters']}}"}]} +{"conversations": [{"role": "user", "content": "Show me articles on activation functions in neuromorphic photonics involving the use of modulators."}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['activation functions', 'neuromorphic photonics', 'modulators']}}"}]} +{"conversations": [{"role": "user", "content": "Show me articles on Derrick's theorem that have identified stable spherical domain wall solutions."}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': [\"Derrick's theorem\"], 'paper': ['stable spherical domain wall solutions']}}"}]} +{"conversations": [{"role": "user", "content": "What other 2016 publications on quantum field theory were referenced in the study \"Many-body chaos and energy dynamics in holography\"?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper <- field_of_study', 'Restriction': {'paper': ['Many-body chaos and energy dynamics in holography', '2016'], 'field_of_study': ['quantum field theory']}}"}]} +{"conversations": [{"role": "user", "content": "High-spin states research in nuclear fusion by V. G. Khlopin Radium Institute on Arxiv"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['V. G. Khlopin Radium Institute'], 'paper': ['High-spin states research in nuclear fusion on Arxiv']}}"}]} +{"conversations": [{"role": "user", "content": "Could you show me some papers by Doris Folini discussing the circumstellar medium's evolution around massive stars?"}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['Doris Folini'], 'paper': [\"circumstellar medium's evolution around massive stars\"]}}"}]} +{"conversations": [{"role": "user", "content": "Are there any 2015 SPIE proceedings papers written by coauthors of the paper titled \"InGaAs/InP-based Echelle mirror multiplexer using dual Rowland circle gratings for DFB QCL arrays in the mid-long infrared range\" that explore methods for generating millimeter waves?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['InGaAs/InP-based Echelle mirror multiplexer using dual Rowland circle gratings for DFB QCL arrays in the mid-long infrared range', '2015 SPIE proceedings', 'methods for generating millimeter waves']}}"}]} +{"conversations": [{"role": "user", "content": "I'm looking for research articles on the topic of the Optogalvanic effect, specifically those investigating the ionization phenomena occurring in ytterbium-neon lamps. My interest is mainly in studies that examine the Optogalvanic signals generated during the laser operation of this type of lamp setup."}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['Optogalvanic effect', 'ionization phenomena', 'ytterbium-neon lamps', 'laser operation'], 'paper': ['Optogalvanic signals generated during the laser operation of ytterbium-neon lamps']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any research papers linked to Thirumalai Engineering College exploring the nonlinear optical properties of Perchlorate materials?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['Thirumalai Engineering College'], 'paper': ['nonlinear optical properties of Perchlorate materials']}}"}]} +{"conversations": [{"role": "user", "content": "What are some papers cited in \"One-loop beta-functions in 4-derivative gauge theory in 6 dimensions\" that also engage in the computation of anomalies in supersymmetric gauge theories?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['One-loop beta-functions in 4-derivative gauge theory in 6 dimensions', 'computation of anomalies in supersymmetric gauge theories']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any publications from Toronto General Hospital that assess the effectiveness of noise reduction software in low-dose CT scans?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['Toronto General Hospital'], 'paper': ['effectiveness of noise reduction software in low-dose CT scans']}}"}]} +{"conversations": [{"role": "user", "content": "Find papers from the co-authors of \"Universal Behaviors of the Phonon Thermal Conductivity Associated with Charge/Orbital Ordering in Transition-Metal Oxides\" that explore the subject of spontaneous heat current in spinel magnetic systems."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Universal Behaviors of the Phonon Thermal Conductivity Associated with Charge/Orbital Ordering in Transition-Metal Oxides', 'spontaneous heat current in spinel magnetic systems']}}"}]} +{"conversations": [{"role": "user", "content": "What are the other publications referenced in \"Coherent-feedback control strategy to suppress spontaneous switching in ultra-low power optical bistability\" that also delve into methods for energy-efficient all-optical switching?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['Coherent-feedback control strategy to suppress spontaneous switching in ultra-low power optical bistability', 'methods for energy-efficient all-optical switching']}}"}]} +{"conversations": [{"role": "user", "content": "Which other 2014 articles, written by the co-authors of \"Enhancing photovoltaic performances of dye-sensitized solar cells by multi-layered nanostructured titanium oxide photoelectrode\", delve into the topic of multi-layered titanium oxide photoelectrodes for dye-sensitized solar cells?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Enhancing photovoltaic performances of dye-sensitized solar cells by multi-layered nanostructured titanium oxide photoelectrode', '2014', 'multi-layered titanium oxide photoelectrodes for dye-sensitized solar cells']}}"}]} +{"conversations": [{"role": "user", "content": "What other research papers talking about the topology optimization of metamaterials have mentioned or been mentioned in the study \"Inverse Design of Dielectric Resonator Cloaking Based on Topology Optimization\"?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['topology optimization of metamaterials', 'Inverse Design of Dielectric Resonator Cloaking Based on Topology Optimization']}}"}]} +{"conversations": [{"role": "user", "content": "Can you find the studies co-authored by the researchers behind \"Spontaneous toroidal flow generation due to negative effective momentum diffusivity,\" focusing on the switch from laminar to turbulent plasma?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Spontaneous toroidal flow generation due to negative effective momentum diffusivity', 'switch from laminar to turbulent plasma']}}"}]} +{"conversations": [{"role": "user", "content": "Can you help me locate research papers in the field of high energy density physics experiments, which have at least one coauthor in common with the paper, \"Probing off-Hugoniot states in Ta, Cu, and Al to 1000 GPa compression with magnetically driven liner implosions\"? Furthermore, these papers should discuss the use of high pressure reflectivity systems for studying materials under severe compression."}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper -> author -> paper', 'Restriction': {'field_of_study': ['high energy density physics experiments'], 'paper': ['Probing off-Hugoniot states in Ta, Cu, and Al to 1000 GPa compression with magnetically driven liner implosions', 'use of high pressure reflectivity systems for studying materials under severe compression']}}"}]} +{"conversations": [{"role": "user", "content": "Show me publications by Yun-Xian Li on the topic of portfolio stability."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['Yun-Xian Li'], 'paper': ['portfolio stability']}}"}]} +{"conversations": [{"role": "user", "content": "Show me publications by David M. Burn related to local control of magnetism."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['David M. Burn'], 'paper': ['local control of magnetism']}}"}]} +{"conversations": [{"role": "user", "content": "Find publications by coauthors of \"Light scattering from a drop with an embedded particle and its exploitation in the time-shift technique\" that discuss alternative infrared heating methods for detecting boundary layer transitions."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Light scattering from a drop with an embedded particle and its exploitation in the time-shift technique', 'alternative infrared heating methods for detecting boundary layer transitions']}}"}]} +{"conversations": [{"role": "user", "content": "Optoelectronics publications in 2014 by authors from Le Quy Don Technical University."}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper <- field_of_study', 'Restriction': {'institution': ['Le Quy Don Technical University'], 'paper': ['2014'], 'field_of_study': ['optoelectronics']}}"}]} +{"conversations": [{"role": "user", "content": "What are some papers that are cited by \"Interplay between bit pattern randomness, delayed Raman response, and cross phase modulation in massive multichannel optical fiber transmission lines\" and also explore a numerical analysis of rapid soliton collisions in their studies?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['Interplay between bit pattern randomness, delayed Raman response, and cross phase modulation in massive multichannel optical fiber transmission lines', 'numerical analysis of rapid soliton collisions']}}"}]} +{"conversations": [{"role": "user", "content": "What are the papers that are referenced in \"Adjuvant-perfluorocarbon based approach for improving the effectiveness of cryosurgery in gel phantoms\" and also include discussions on creating models of blood vessel networks to enhance cryosurgery simulations?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['Adjuvant-perfluorocarbon based approach for improving the effectiveness of cryosurgery in gel phantoms', 'creating models of blood vessel networks to enhance cryosurgery simulations']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for papers from Maejo University investigating the impact of particle size on Titanate materials."}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['Maejo University'], 'paper': ['impact of particle size on Titanate materials']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any other publications from the co-authors of \"Band gap tunability and structural stability of metal/nonmetal codoped group-IV tin nanotubes: Effect of spin-orbit coupling\", particularly those exploring the effect of codoping on the structural and electronic attributes of stanene nanotubes?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Band gap tunability and structural stability of metal/nonmetal codoped group-IV tin nanotubes: Effect of spin-orbit coupling', 'effect of codoping on the structural and electronic attributes of stanene nanotubes']}}"}]} +{"conversations": [{"role": "user", "content": "Locate research papers that have a shared author with \"The Ca ii triplet in red giant spectra: [Fe/H] determinations and the role of [Ca/Fe]\" and are within the same discipline focusing on stellar abundances that delve into the varied measurements of elements like iron or calcium?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper <- field_of_study', 'Restriction': {'paper': ['The Ca ii triplet in red giant spectra: [Fe/H] determinations and the role of [Ca/Fe]', 'varied measurements of elements like iron or calcium'], 'field_of_study': ['stellar abundances']}}"}]} +{"conversations": [{"role": "user", "content": "Show me papers discussing laser imaging techniques, authored by co-authors of the publication \"Kinetic modeling of spatio-temporal evolution of the gain in copper vapor active media\"."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Kinetic modeling of spatio-temporal evolution of the gain in copper vapor active media', 'laser imaging techniques']}}"}]} +{"conversations": [{"role": "user", "content": "Find publications by Jianzhong Liu related to superconductivity."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper <- field_of_study', 'Restriction': {'author': ['Jianzhong Liu'], 'field_of_study': ['superconductivity']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any publications from Stazione Zoologica Anton Dohrn researchers on the swimming patterns of plankton?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['Stazione Zoologica Anton Dohrn'], 'paper': ['swimming patterns of plankton']}}"}]} +{"conversations": [{"role": "user", "content": "Show me research papers that have at least one author in common with \"Atomistic study of nanotwins in NiTi shape memory alloys\", focus on the same area of Shape Memory Alloys, and specifically discuss NiTi nanowires\"."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Atomistic study of nanotwins in NiTi shape memory alloys', 'NiTi nanowires'], 'field_of_study': ['Shape Memory Alloys']}}"}]} +{"conversations": [{"role": "user", "content": "What other research on thin millimeter-wave absorbers has referenced or been inspired by the concepts shared in the paper titled \"Analysis and enhancement of the bandwidth of ultrathin absorbers based on high-impedance surfaces\"?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['thin millimeter-wave absorbers', 'Analysis and enhancement of the bandwidth of ultrathin absorbers based on high-impedance surfaces']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any papers from the University of South Carolina Lancaster that explore the southern pre-contact W UMa binary system in their research on variable stars?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper <- field_of_study', 'Restriction': {'institution': ['University of South Carolina Lancaster'], 'paper': ['southern pre-contact W UMa binary system'], 'field_of_study': ['variable stars']}}"}]} +{"conversations": [{"role": "user", "content": "Does Bergen University College have any publications on particle production in nuclear collisions in the context of Atomic physics?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper <- field_of_study', 'Restriction': {'institution': ['Bergen University College'], 'paper': ['particle production in nuclear collisions'], 'field_of_study': ['Atomic physics']}}"}]} +{"conversations": [{"role": "user", "content": "Could you find research articles focused on analyzing Hapke parameters to investigate the scattering characteristics of lunar regolith layers?"}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['Hapke parameters', 'scattering characteristics', 'lunar regolith layers'], 'paper': ['analyzing Hapke parameters to investigate the scattering characteristics of lunar regolith layers']}}"}]} +{"conversations": [{"role": "user", "content": "Could you direct me to the papers that comprehensively study recombination mechanisms and have been referenced within, or are relevant to, deepening my understanding of the analysis conducted in the paper titled \"Influence of energy structure on recombination lifetime in GaAs/AlGaAs multilayers\"?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['recombination mechanisms', 'Influence of energy structure on recombination lifetime in GaAs/AlGaAs multilayers']}}"}]} +{"conversations": [{"role": "user", "content": "What are the papers centered around short-term goal setting that have either cited or been referenced in the paper titled 'Resummation for Nonequilibrium Perturbation Theory and Application to Open Quantum Lattices'?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['short-term goal setting', 'Resummation for Nonequilibrium Perturbation Theory and Application to Open Quantum Lattices']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for papers from Birla Institute of Technology, Mesra related to Meson production, specifically reporting on experimental results of \u03c1(770)0 meson production."}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper <- field_of_study', 'Restriction': {'institution': ['Birla Institute of Technology, Mesra'], 'paper': ['experimental results of \u03c1(770)0 meson production'], 'field_of_study': ['Meson production']}}"}]} +{"conversations": [{"role": "user", "content": "Show me papers from Fatima Mata National College researchers that include radionuclide measurements."}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['Fatima Mata National College'], 'paper': ['radionuclide measurements']}}"}]} +{"conversations": [{"role": "user", "content": "Show me publications by Edmonds Community College researchers on the advancements and applications of far-infrared lasers."}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['Edmonds Community College'], 'paper': ['advancements and applications of far-infrared lasers']}}"}]} +{"conversations": [{"role": "user", "content": "Radiation levels in construction materials as discussed in publications from researchers of Agricultural University of Tirana?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['Agricultural University of Tirana'], 'paper': ['radiation levels in construction materials']}}"}]} +{"conversations": [{"role": "user", "content": "Show me papers by S. Dzhumanov that cover the topic of screening effects on electrons."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['S. Dzhumanov'], 'paper': ['screening effects on electrons']}}"}]} +{"conversations": [{"role": "user", "content": "Search for publications by Jet Efda Contributors on core pressure stability effects."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['Jet Efda Contributors'], 'paper': ['core pressure stability effects']}}"}]} +{"conversations": [{"role": "user", "content": "Can you show me the articles cited in \"Craters without ejecta\" that also make reference to the 2010 asteroid impact event?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['Craters without ejecta', '2010 asteroid impact event']}}"}]} +{"conversations": [{"role": "user", "content": "Show me publications by J. A. Seabrook on photometric analysis for asteroid surface global mapping."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['J. A. Seabrook'], 'paper': ['photometric analysis for asteroid surface global mapping']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any articles linked to the Pakistan Meteorological Department that examine the comparison of various satellite aerosol products within the realm of Moderate-resolution imaging spectroradiometer?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper <- field_of_study', 'Restriction': {'institution': ['Pakistan Meteorological Department'], 'paper': ['comparison of various satellite aerosol products'], 'field_of_study': ['Moderate-resolution imaging spectroradiometer']}}"}]} +{"conversations": [{"role": "user", "content": "I'm searching for articles co-authored by the same person who wrote \"Foldy\u2013Wouthuysen transformation, scalar potentials and gravity\", which also belong to the same field of study. These papers must focus on high-accuracy tests that examine theories related to the primary research, ideally pursuing advancements in this area through meticulous experimentation and measurement."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper <- field_of_study', 'Restriction': {'paper': ['Foldy\u2013Wouthuysen transformation, scalar potentials and gravity', 'high-accuracy tests that examine theories related to the primary research, ideally pursuing advancements in this area through meticulous experimentation and measurement'], 'field_of_study': ['gravity', 'high-accuracy tests', 'theories related to scalar potentials']}}"}]} +{"conversations": [{"role": "user", "content": "What research pieces examining electron beam generators are referenced in the paper \"On the estimate of the cathode layer parameters of a high-voltage glow discharge\", which utilizes electron beams to probe cathode layer characteristics?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['On the estimate of the cathode layer parameters of a high-voltage glow discharge', 'electron beam generators']}}"}]} +{"conversations": [{"role": "user", "content": "Could you please find articles co-authored by someone from \"Asynchronous reference frame agreement in a quantum network\" that also focus on noncontextuality in a superconducting qutrit in the same field of study?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Asynchronous reference frame agreement in a quantum network', 'noncontextuality in a superconducting qutrit in the same field of study']}}"}]} +{"conversations": [{"role": "user", "content": "Show me papers from the co-authors of \"On The Problem of Filtration to an Imperfect Gallery in a Pressureless Bed\" which also delve into plane steady-state filtration topics."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['On The Problem of Filtration to an Imperfect Gallery in a Pressureless Bed', 'plane steady-state filtration topics']}}"}]} +{"conversations": [{"role": "user", "content": "Show articles by Malte Selig focusing on energy transfer within 2D materials."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['Malte Selig'], 'paper': ['energy transfer within 2D materials']}}"}]} +{"conversations": [{"role": "user", "content": "Which publications from Elmhurst College researchers utilize Cherenkov light for kaon mass measurements?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['Elmhurst College'], 'paper': ['utilize Cherenkov light for kaon mass measurements']}}"}]} +{"conversations": [{"role": "user", "content": "I'm looking for papers that have at least one common author with \"Dynamical phase diagram of a quantum Ising chain with long-range interactions\", that are in the same subject area, and that examine quantum phase transitions in a manner similar to this paper."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Dynamical phase diagram of a quantum Ising chain with long-range interactions', 'quantum phase transitions in a manner similar to this paper', 'same subject area']}}"}]} +{"conversations": [{"role": "user", "content": "Find publications on nanosecond laser pulse drilling of metals cited in \"Ablation of silicon with bursts of femtosecond laser pulses\"."}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['Ablation of silicon with bursts of femtosecond laser pulses', 'nanosecond laser pulse drilling of metals']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any 2017 Physics papers from the Chongqing Communication Institute focusing on controllable reflection direction in an acoustic metasurface?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper <- field_of_study', 'Restriction': {'institution': ['Chongqing Communication Institute'], 'paper': ['2017', 'controllable reflection direction in an acoustic metasurface'], 'field_of_study': ['Physics']}}"}]} +{"conversations": [{"role": "user", "content": "Which articles by Sasol's researchers offer a comparison of power cycles for generating solar energy?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['Sasol'], 'paper': ['comparison of power cycles for generating solar energy']}}"}]} +{"conversations": [{"role": "user", "content": "Show me research articles on face recognition techniques addressing partial occlusions in the context of occlusion studies."}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['face recognition', 'occlusion studies'], 'paper': ['face recognition techniques addressing partial occlusions']}}"}]} +{"conversations": [{"role": "user", "content": "Show me publications by Min Yu that analyze the nonlinear interactions among perturbations."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['Min Yu'], 'paper': ['analyze the nonlinear interactions among perturbations']}}"}]} +{"conversations": [{"role": "user", "content": "What are some other papers addressing advancements in quantum control that have cited the paper \"Pulse sequences for controlled two- and three-qubit gates in a hybrid quantum register\", or have been cited by it?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['Pulse sequences for controlled two- and three-qubit gates in a hybrid quantum register', 'advancements in quantum control']}}"}]} +{"conversations": [{"role": "user", "content": "Find articles investigating chitosan-poly(amidoamine) composites for sensing applications within the poly(amidoamine) research domain."}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['poly(amidoamine)'], 'paper': ['chitosan-poly(amidoamine) composites for sensing applications']}}"}]} +{"conversations": [{"role": "user", "content": "Show me papers discussing ultra-luminous pre-main-sequence candidate objects (ULPCs) published by coauthors of the paper \"ON THE APPLICATION OF WESENHEIT FUNCTION IN DERIVING DISTANCE TO GALACTIC CEPHEIDS\"."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['ON THE APPLICATION OF WESENHEIT FUNCTION IN DERIVING DISTANCE TO GALACTIC CEPHEIDS', 'ultra-luminous pre-main-sequence candidate objects (ULPCs)']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any publications from \u00c9cole nationale sup\u00e9rieure de physique de Strasbourg on the topic of lens design for solar cell usage within the study area of Diffraction efficiency?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper <- field_of_study', 'Restriction': {'institution': ['\u00c9cole nationale sup\u00e9rieure de physique de Strasbourg'], 'paper': ['lens design for solar cell usage'], 'field_of_study': ['Diffraction efficiency']}}"}]} +{"conversations": [{"role": "user", "content": "Publications by authors affiliated with the US Commodity Futures Trading Commission on managing commodities market growth and contractions"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['US Commodity Futures Trading Commission'], 'paper': ['managing commodities market growth and contractions']}}"}]} +{"conversations": [{"role": "user", "content": "Which publications on thermal transport involve authors affiliated with the University of South Carolina Aiken?"}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper -> author -> institution', 'Restriction': {'field_of_study': ['thermal transport'], 'institution': ['University of South Carolina Aiken']}}"}]} +{"conversations": [{"role": "user", "content": "Pathumwan Institute of Technology author: \"magneto-transport properties in spin valves with topological insulators"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['Pathumwan Institute of Technology'], 'paper': ['magneto-transport properties in spin valves with topological insulators']}}"}]} +{"conversations": [{"role": "user", "content": "What are the 2010 publications referenced in the paper \"SUSY Constraints, Relic Density, and Very Early Universe\"?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['SUSY Constraints, Relic Density, and Very Early Universe', '2010 publications']}}"}]} +{"conversations": [{"role": "user", "content": "Show me research articles on detecting communities within signed social networks from the Formality domain."}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['Formality'], 'paper': ['detecting communities within signed social networks']}}"}]} +{"conversations": [{"role": "user", "content": "Which studies by Rhodia researchers focus on the concentration of silica nanoparticle dispersions?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['Rhodia'], 'paper': ['concentration of silica nanoparticle dispersions']}}"}]} +{"conversations": [{"role": "user", "content": "Find publications that investigate the impact of upstream traffic data on the stabilization of traffic flow and have either cited or are cited by \"Multiple optimal current difference effect in the lattice traffic flow model\"."}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['impact of upstream traffic data on the stabilization of traffic flow', 'Multiple optimal current difference effect in the lattice traffic flow model']}}"}]} +{"conversations": [{"role": "user", "content": "Find me other articles written by the co-authors of \"A Wideband Electrically Small Transient-State Antenna\" which delve into the topic of high-Q antennas."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['A Wideband Electrically Small Transient-State Antenna', 'high-Q antennas']}}"}]} +{"conversations": [{"role": "user", "content": "Publications on high-power fiber lasers authored by Amada Co. researchers"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['Amada Co.'], 'paper': ['high-power fiber lasers']}}"}]} +{"conversations": [{"role": "user", "content": "Search for articles related to credit events discussing credit contagion, focusing on the transmission of default risk among market participants."}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['credit events', 'credit contagion', 'default risk transmission among market participants']}}"}]} +{"conversations": [{"role": "user", "content": "Does any physics research from Queen Mary's College tackle multiple scientific cases?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper <- field_of_study', 'Restriction': {'institution': [\"Queen Mary's College\"], 'field_of_study': ['physics'], 'paper': ['tackle multiple scientific cases']}}"}]} +{"conversations": [{"role": "user", "content": "Search for publications with a common author from \"A deep Chandra observation of the poor cluster AWM 4 - II. The role of the radio jets in enriching the intracluster medium\" that also focus on galaxy cluster research, specifically investigating techniques for estimating time delays to analyze the impact of radio jets on the enrichment of the intracluster medium."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['A deep Chandra observation of the poor cluster AWM 4 - II. The role of the radio jets in enriching the intracluster medium', 'galaxy cluster research, specifically investigating techniques for estimating time delays to analyze the impact of radio jets on the enrichment of the intracluster medium']}}"}]} +{"conversations": [{"role": "user", "content": "Show me publications by Bruce A. Bushaw on the topic of nuclear charge radii in lithium isotopes."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['Bruce A. Bushaw'], 'paper': ['nuclear charge radii in lithium isotopes']}}"}]} +{"conversations": [{"role": "user", "content": "Show me publications by Luciano Piersanti that align theoretical models with observed elemental abundances in the Solar System."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['Luciano Piersanti'], 'paper': ['theoretical models with observed elemental abundances in the Solar System']}}"}]} +{"conversations": [{"role": "user", "content": "Can you source papers in the solar energy research field that have a shared coauthor with \"Boosting the power conversion efficiency of quantum dot sensitized solar cells via g-C3N4 modified TiO2 nanoparticles\", and feature discussions on a straightforward process for the creation of nitrogen-doped graphene aerogels akin to the procedures mentioned in the coauthor's work?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper <- field_of_study', 'Restriction': {'paper': ['Boosting the power conversion efficiency of quantum dot sensitized solar cells via g-C3N4 modified TiO2 nanoparticles', \"a straightforward process for the creation of nitrogen-doped graphene aerogels akin to the procedures mentioned in the coauthor's work\"], 'field_of_study': ['solar energy research']}}"}]} +{"conversations": [{"role": "user", "content": "Show me publications since 2015 from co-authors of 'A Variational Principle for the Axisymmetric Stability of Rotating Relativistic Stars' addressing black hole perturbations stability."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['A Variational Principle for the Axisymmetric Stability of Rotating Relativistic Stars', 'since 2015', 'black hole perturbations stability']}}"}]} +{"conversations": [{"role": "user", "content": "Show me publications by Hiroyuki Ito related to adjustable MEMS inductors."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['Hiroyuki Ito'], 'paper': ['adjustable MEMS inductors']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any Astrophysics papers from researchers at American University reporting on the findings of LIGO's second observational run?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper <- field_of_study', 'Restriction': {'institution': ['American University'], 'paper': [\"findings of LIGO's second observational run\"], 'field_of_study': ['Astrophysics']}}"}]} +{"conversations": [{"role": "user", "content": "I'm looking for papers from 2017 that delve into ytterbium frequency, involve a co-author from \"Doppler-stabilized fiber link with 6 dB noise improvement below the classical limit,\" and are within the same research field as this paper."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper <- field_of_study', 'Restriction': {'paper': ['Doppler-stabilized fiber link with 6 dB noise improvement below the classical limit', 'ytterbium frequency', '2017'], 'field_of_study': ['same research field as Doppler-stabilized fiber link with 6 dB noise improvement below the classical limit']}}"}]} +{"conversations": [{"role": "user", "content": "What research papers discussing rapid measurement techniques were referenced in the study \"High-resolution optical spectrum characterization using optical channel estimation and spectrum stitching technique\"?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['rapid measurement techniques', 'High-resolution optical spectrum characterization using optical channel estimation and spectrum stitching technique']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any other papers from the authors of \"Nanosecond Microwave Semiconductor Switches for 258... 266 GHz\" that delve into the topic of frequency stability in high-power sub-THz gyrotrons?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Nanosecond Microwave Semiconductor Switches for 258... 266 GHz', 'frequency stability in high-power sub-THz gyrotrons']}}"}]} +{"conversations": [{"role": "user", "content": "Find articles published in the 2013 edition of Optik journal by authors affiliated with Government Engineering College, Ajmer."}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['Government Engineering College, Ajmer'], 'paper': ['2013 edition of Optik journal']}}"}]} +{"conversations": [{"role": "user", "content": "Search for publications by Cc Ohm related to leptoquarks and their interaction with Standard Model processes."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['Cc Ohm'], 'paper': ['leptoquarks and their interaction with Standard Model processes']}}"}]} +{"conversations": [{"role": "user", "content": "List papers on Line Spread Function advancements for enhancing Modulation Transfer Function measurements at low frequencies."}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['Line Spread Function advancements', 'Modulation Transfer Function measurements at low frequencies']}}"}]} +{"conversations": [{"role": "user", "content": "Show me papers authored by individuals from the Ministry of Higher Education and Scientific Research discussing multi-scroll chaotic systems."}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['Ministry of Higher Education and Scientific Research'], 'paper': ['multi-scroll chaotic systems']}}"}]} +{"conversations": [{"role": "user", "content": "I'm looking for recent studies on the Electro-optic effect that focus on maximizing linear electro-optic responses. Specifically, I'm interested in papers that explore ways to optimize material parameters and device geometries to achieve global maxima in linear electro-optic effects."}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['Electro-optic effect'], 'paper': ['maximizing linear electro-optic responses', 'optimize material parameters and device geometries to achieve global maxima in linear electro-optic effects']}}"}]} +{"conversations": [{"role": "user", "content": "Looking for research papers affiliated with Najran University, discussing mid-infrared inter-band cascade lasers and focusing on band gap properties."}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper <- field_of_study', 'Restriction': {'institution': ['Najran University'], 'paper': ['mid-infrared inter-band cascade lasers', 'band gap properties'], 'field_of_study': ['mid-infrared inter-band cascade lasers', 'band gap properties']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any publications from Universidad Aut\u00f3noma de San Luis Potos\u00ed focusing on Cantor multilayer structures within the Nanostructure sector?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper <- field_of_study', 'Restriction': {'institution': ['Universidad Aut\u00f3noma de San Luis Potos\u00ed'], 'paper': ['Cantor multilayer structures'], 'field_of_study': ['Nanostructure']}}"}]} +{"conversations": [{"role": "user", "content": "Could you find some papers on transient heat transfer characteristics within the Boundary Topology discipline?"}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['Boundary Topology'], 'paper': ['transient heat transfer characteristics']}}"}]} +{"conversations": [{"role": "user", "content": "Could you provide me with the papers by Ph. Pernod that focus on nanoscale pressure sensors?"}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['Ph. Pernod'], 'paper': ['nanoscale pressure sensors']}}"}]} +{"conversations": [{"role": "user", "content": "Publications by Carlisle Companies authors on satellite instrumentation and space performance"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper <- field_of_study', 'Restriction': {'institution': ['Carlisle Companies'], 'paper': ['satellite instrumentation and space performance'], 'field_of_study': ['satellite', 'space performance']}}"}]} +{"conversations": [{"role": "user", "content": "Could you show me other works that delve into the fluid flow stability properties, which have referenced or have been referenced in \"Global stability analysis of the axisymmetric wake past a spinning bullet-shaped body\"?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper -> paper', 'Restriction': {'paper': ['Global stability analysis of the axisymmetric wake past a spinning bullet-shaped body', 'fluid flow stability properties']}}"}]} +{"conversations": [{"role": "user", "content": "Research papers on river water aging studies in Florida by Southwest Florida Water Management District"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['Southwest Florida Water Management District'], 'paper': ['river water aging studies in Florida']}}"}]} +{"conversations": [{"role": "user", "content": "I'm looking for papers co-authored by those who worked on \"Flat band in the core of topological defects: bulk-vortex correspondence in topological superfluids with Fermi points\". Additionally, they should be within the same domain and take into account dissipation within the context of q-theory. I'm particularly interested in exploring literature that expands upon or is inspired by this study, and specifically addresses dissipation in the theoretical schema."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Flat band in the core of topological defects: bulk-vortex correspondence in topological superfluids with Fermi points', 'within the same domain and take into account dissipation within the context of q-theory', 'exploring literature that expands upon or is inspired by this study, and specifically addresses dissipation in the theoretical schema']}}"}]} +{"conversations": [{"role": "user", "content": "Show me publications by Yu. Ya. Tomka focused on the optical properties investigation in biological tissues."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['Yu. Ya. Tomka'], 'paper': ['optical properties investigation in biological tissues']}}"}]} +{"conversations": [{"role": "user", "content": "Find other publications by the authors of \"LONG-TERM MEASUREMENTS OF THORON, ITS AIRBORNE PROGENY AND RADON IN 205 DWELLINGS IN IRELAND\" that explore the variances in calculating dose conversion factors for radon."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['LONG-TERM MEASUREMENTS OF THORON, ITS AIRBORNE PROGENY AND RADON IN 205 DWELLINGS IN IRELAND', 'variances in calculating dose conversion factors for radon']}}"}]} +{"conversations": [{"role": "user", "content": "Recent publications on evaporation rate studies by IFSTTAR authors"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['IFSTTAR'], 'paper': ['evaporation rate studies']}}"}]} +{"conversations": [{"role": "user", "content": "Papers on the impact of added interactions on dynamic ordering within simulated magnetic systems authored by Georgia Regents University researchers"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['Georgia Regents University'], 'paper': ['impact of added interactions on dynamic ordering within simulated magnetic systems']}}"}]} +{"conversations": [{"role": "user", "content": "Does the Japan Atomic Energy Research Institute have any publications exploring band topology in semimetals, particularly those involving Cerium?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper <- field_of_study', 'Restriction': {'institution': ['Japan Atomic Energy Research Institute'], 'paper': ['band topology in semimetals', 'involving Cerium'], 'field_of_study': ['band topology', 'semimetals', 'Cerium']}}"}]} +{"conversations": [{"role": "user", "content": "Search for articles on Amplitude Amplification techniques for Phase Fluctuation Mitigation in Brillouin Optic Time-Domain Analysis Sensors."}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['Amplitude Amplification', 'Phase Fluctuation Mitigation', 'Brillouin Optic Time-Domain Analysis Sensors'], 'paper': ['Amplitude Amplification techniques for Phase Fluctuation Mitigation in Brillouin Optic Time-Domain Analysis Sensors']}}"}]} +{"conversations": [{"role": "user", "content": "Show me publications from the co-authors of \"Epsilon-near-zero metamaterials for tailoring ultrashort pulses\" that also delve into the propagation properties of electromagnetic waves."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Epsilon-near-zero metamaterials for tailoring ultrashort pulses', 'propagation properties of electromagnetic waves']}}"}]} +{"conversations": [{"role": "user", "content": "Show me publications by Javier Castilla focusing on the measurement of neutron energy spectra for insights into particle measurement research."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['Javier Castilla'], 'paper': ['measurement of neutron energy spectra for insights into particle measurement research']}}"}]} +{"conversations": [{"role": "user", "content": "Please show me a collection of research articles focused on the assessment of energy efficiency in ozone generation within the field of energy units."}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['energy units'], 'paper': ['assessment of energy efficiency in ozone generation']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any 2018 publications by researchers from Miami Dade College that discuss findings on vacuum stability?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['Miami Dade College'], 'paper': ['2018', 'vacuum stability']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any papers by Toowoomba Hospital researchers on the application of air gaps in diodes to maintain constant sensitivity in small field dosimetry?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['Toowoomba Hospital'], 'paper': ['application of air gaps in diodes to maintain constant sensitivity in small field dosimetry']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any articles related to Chromium and Cobalt co-doped Tin Oxide nanoparticles, sharing a co-author with \"Influence of Co co-doping on structural, optical and magnetic properties of SnO2:Cr nanoparticles,\" and focusing on similar research areas?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Influence of Co co-doping on structural, optical and magnetic properties of SnO2:Cr nanoparticles', 'Chromium and Cobalt co-doped Tin Oxide nanoparticles, focusing on similar research areas']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any articles from Carleton College that examine extended gravitational wave signals from GW170817, specifically in the context of Neutron stars?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper <- field_of_study', 'Restriction': {'institution': ['Carleton College'], 'paper': ['extended gravitational wave signals from GW170817'], 'field_of_study': ['Neutron stars']}}"}]} +{"conversations": [{"role": "user", "content": "Can you find me the papers cited in \"Superconducting Fault Current Limiter optimized design\" that also include discussions of an SFCL tested in 2012?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['Superconducting Fault Current Limiter optimized design', 'SFCL tested in 2012']}}"}]} +{"conversations": [{"role": "user", "content": "Papers analyzing cosmological parameters with WMAP data cited in 'Emerging Universe from Scale Invariance'"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['cosmological parameters with WMAP data', 'Emerging Universe from Scale Invariance']}}"}]} +{"conversations": [{"role": "user", "content": "Show me papers by coauthors of 'Projected total energy surface description for axial shape asymmetry in 172 W' that further discuss projected total energy surface methodologies."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Projected total energy surface description for axial shape asymmetry in 172 W', 'projected total energy surface methodologies']}}"}]} +{"conversations": [{"role": "user", "content": "Show me publications by Geun-Beom Kim on the topic of ridge filter design."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['Geun-Beom Kim'], 'paper': ['ridge filter design']}}"}]} +{"conversations": [{"role": "user", "content": "Could you list some papers related to One-time password proposing enhanced three-party key agreement protocols?"}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['One-time password', 'three-party key agreement protocols']}}"}]} +{"conversations": [{"role": "user", "content": "Show me publications by Dmitri Vassilevich on the topic of gravitational parity anomalies."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['Dmitri Vassilevich'], 'paper': ['gravitational parity anomalies']}}"}]} +{"conversations": [{"role": "user", "content": "Can you list the papers written by the co-authors of \"Effects of Simulated Microgravity on Otolith Growth of Larval Zebrafish using a Rotating-Wall Vessel: Appropriate Rotation Speed and Fish Developmental Stage,\" where they explore the impact of UV radiation on the growth or development of different plant types?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Effects of Simulated Microgravity on Otolith Growth of Larval Zebrafish using a Rotating-Wall Vessel: Appropriate Rotation Speed and Fish Developmental Stage', 'impact of UV radiation on the growth or development of different plant types']}}"}]} +{"conversations": [{"role": "user", "content": "Can you find me papers on convective heat transfer that have either cited or were impacted by the study titled \"Mathematical modeling of the laminar regime of conjugate convective heat transfer in an enclosure with an energy source under surface-radiation conditions\"?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper', 'Restriction': {'paper': ['convective heat transfer', 'Mathematical modeling of the laminar regime of conjugate convective heat transfer in an enclosure with an energy source under surface-radiation conditions']}}"}]} +{"conversations": [{"role": "user", "content": "Show me publications by M. Gely related to charge localization studies."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['M. Gely'], 'paper': ['charge localization studies']}}"}]} +{"conversations": [{"role": "user", "content": "Could you locate articles that have a shared author with the paper \"Structure Evolution in the Even-Even 124-134 Xe with IBM2\", discuss structure evolution in 124-134Xe isotopes in a similar manner, and are in the same domain of nuclear structure research?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper <- field_of_study', 'Restriction': {'paper': ['Structure Evolution in the Even-Even 124-134 Xe with IBM2', 'structure evolution in 124-134Xe isotopes in a similar manner'], 'field_of_study': ['nuclear structure research']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any research papers published by the scholars of Universidad del Istmo in 2015 on the topic of the null-screen method for determining fast convex aspheres?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['Universidad del Istmo'], 'paper': ['null-screen method for determining fast convex aspheres', 'published in 2015']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any research papers from Hebei University of Science and Technology about stick-slip phenomena in relation to Classical Mechanics?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper <- field_of_study', 'Restriction': {'institution': ['Hebei University of Science and Technology'], 'paper': ['stick-slip phenomena'], 'field_of_study': ['Classical Mechanics']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any 2014 papers in the same field as \"Cosmological constant and vacuum energy: old and new ideas,\" sharing at least one coauthor, and discussing inflationary cosmological scenarios?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> field_of_study -> paper -> author -> paper', 'Restriction': {'paper': ['Cosmological constant and vacuum energy: old and new ideas', '2014', 'inflationary cosmological scenarios']}}"}]} +{"conversations": [{"role": "user", "content": "Search for publications from the University of Rouen on surface waves detailing a vector ray scattering model."}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper <- field_of_study', 'Restriction': {'institution': ['University of Rouen'], 'paper': ['detailing a vector ray scattering model'], 'field_of_study': ['surface waves']}}"}]} +{"conversations": [{"role": "user", "content": "Could you show me some papers on Arxiv that delve into the topic of natural circulation behavior and instabilities in steam drums?"}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['natural circulation behavior', 'instabilities in steam drums']}}"}]} +{"conversations": [{"role": "user", "content": "Show publications by Parul Garg on assessing communication techniques across multi-link free space optical channels"}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['Parul Garg'], 'paper': ['assessing communication techniques across multi-link free space optical channels']}}"}]} +{"conversations": [{"role": "user", "content": "I'm looking for papers that have at least one shared author with \"On thermalization of a boost-invariant non-Abelian plasma\". They should be from the same academic field and discuss innovative holographic model-derived QCD relations. Comparing these papers might shed light on further advancements and applications derived from the foundational research noted in the initial article."}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper <- field_of_study', 'Restriction': {'paper': ['On thermalization of a boost-invariant non-Abelian plasma', 'innovative holographic model-derived QCD relations'], 'field_of_study': ['QCD', 'holographic model', 'plasma physics']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any publications from Ericsson Mobile Communications looking into the problem of pixel crosstalk in mobile displays?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper', 'Restriction': {'institution': ['Ericsson Mobile Communications'], 'paper': ['pixel crosstalk in mobile displays']}}"}]} +{"conversations": [{"role": "user", "content": "Show me publications by Huihai Wang on the topic of fractional-order dynamics analysis."}, {"role": "assistant", "content": "{'Metapath': 'author -> paper', 'Restriction': {'author': ['Huihai Wang'], 'paper': ['fractional-order dynamics analysis']}}"}]} +{"conversations": [{"role": "user", "content": "What are the papers cited by \"Non-parametric reconstruction of cosmological matter perturbations\" that also delve into the topic of reconstructing the universe's expansion history without making any assumptions about dark energy?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper <- field_of_study', 'Restriction': {'paper': ['Non-parametric reconstruction of cosmological matter perturbations', \"reconstructing the universe's expansion history without making any assumptions about dark energy\"], 'field_of_study': ['cosmology', \"universe's expansion history\", 'dark energy']}}"}]} +{"conversations": [{"role": "user", "content": "What are the papers referenced in \"Temperature-Driven Gapless Topological Insulator\" that also delve into the topic of inter-electron interaction influenced topological states of matter?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> paper <- field_of_study', 'Restriction': {'paper': ['Temperature-Driven Gapless Topological Insulator', 'inter-electron interaction influenced topological states of matter'], 'field_of_study': ['topological states of matter', 'inter-electron interaction']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any publications from 2015 with shared authors from the \"Experimental Study of Inductive Pulsed Power Supply Based on Multiple HTSPPT Modules\", focusing on the same subject area, which also discuss measurements related to a cylindrical linear synchronous motor using YBCO bulk magnets?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Experimental Study of Inductive Pulsed Power Supply Based on Multiple HTSPPT Modules', 'measurements related to a cylindrical linear synchronous motor using YBCO bulk magnets', 'publications from 2015']}}"}]} +{"conversations": [{"role": "user", "content": "Are there any articles co-authored by an author of \"Atmospheric-ionospheric disturbances following the April 2015 Calbuco volcano from GPS and OMI observations\", that also delve into the study of ionospheric anomalies triggered by volcanic eruptions?"}, {"role": "assistant", "content": "{'Metapath': 'paper -> author -> paper', 'Restriction': {'paper': ['Atmospheric-ionospheric disturbances following the April 2015 Calbuco volcano from GPS and OMI observations', 'ionospheric anomalies triggered by volcanic eruptions']}}"}]} +{"conversations": [{"role": "user", "content": "Does any research from Aliah University explore the topic of cosmological compact stars within Astrophysics?"}, {"role": "assistant", "content": "{'Metapath': 'institution -> author -> paper <- field_of_study', 'Restriction': {'institution': ['Aliah University'], 'paper': ['cosmological compact stars'], 'field_of_study': ['Astrophysics']}}"}]} +{"conversations": [{"role": "user", "content": "Show me research articles related to the study of mass transfer involving carbon dioxide bubbles in the context of purified water."}, {"role": "assistant", "content": "{'Metapath': 'field_of_study -> paper', 'Restriction': {'field_of_study': ['mass transfer', 'carbon dioxide bubbles', 'purified water'], 'paper': ['study of mass transfer involving carbon dioxide bubbles in the context of purified water']}}"}]} diff --git a/Planning/data/finetune/prime/1000.json b/Planning/data/finetune/prime/1000.json new file mode 100644 index 0000000000000000000000000000000000000000..f105950c2566915e4e09873cb3f6448c11531f1d --- /dev/null +++ b/Planning/data/finetune/prime/1000.json @@ -0,0 +1,55 @@ +[ + { + "query": "Is the lens-specific intermediate filament-like protein, filensin, which is encoded by a gene expressed in the lens of camera-type eyes but not found in nasal cavity epithelial cells, involved in providing structural support to the ocular lens?", + "answer": { + "Triplets": [ + [ + "anatomy", + "expression present", + "gene/protein" + ], + [ + "anatomy", + "expression absent", + "gene/protein" + ] + ], + "Restriction": { + "anatomy": [ + "lens of camera-type eyes", + "nasal cavity epithelial cells" + ], + "gene/protein": [ + "filensin" + ], + "cellular_component": [ + "ocular lens" + ] + }, + "Target": "gene/protein" + } + }, + { + "query": "Which anatomical structures lack the expression of genes or proteins involved in the interaction with the fucose metabolism pathway?", + "answer": { + "Triplets": [ + [ + "anatomy", + "expression absent", + "gene/protein" + ], + [ + "gene/protein", + "interacts with", + "pathway" + ] + ], + "Restriction": { + "pathway": [ + "fucose metabolism" + ] + }, + "Target": "anatomy" + } + } +] \ No newline at end of file diff --git a/Planning/data/finetune/prime/llama_ft.jsonl b/Planning/data/finetune/prime/llama_ft.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f501455ad3af9de504ad920693aae09ce533d1d8 --- /dev/null +++ b/Planning/data/finetune/prime/llama_ft.jsonl @@ -0,0 +1,1081 @@ +{"conversations": [{"content": "Is the lens-specific intermediate filament-like protein, filensin, which is encoded by a gene expressed in the lens of camera-type eyes but not found in nasal cavity epithelial cells, involved in providing structural support to the ocular lens?", "role": "user"}, {"content": "{'Metapath': [['anatomy', 'expression present', 'gene/protein'], ['anatomy', 'expression absent', 'gene/protein']], 'Restriction': {'gene/protein': ['filensin'], 'anatomy': ['lens of camera-type eyes', 'nasal cavity epithelial cells']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which anatomical structures lack the expression of genes or proteins involved in the interaction with the fucose metabolism pathway?", "role": "user"}, {"content": "{'Metapath': [['pathway', 'interacts with', 'gene/protein', 'expression absent', 'anatomy']], 'Restriction': {'pathway': ['fucose metabolism']}}", "role": "assistant"}]} +{"conversations": [{"content": "What liquid drugs target the A2M gene/protein and bind to the PDGFR-beta receptor?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'target', 'drug']], 'Restriction': {'gene/protein': ['A2M', 'PDGFR-beta']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which genes or proteins are linked to melanoma and also interact with TNFSF8?", "role": "user"}, {"content": "{'Metapath': [['disease', 'associated with', 'gene/protein'], ['gene/protein', 'ppi', 'gene/protein']], 'Restriction': {'disease': ['melanoma'], 'gene/protein': ['TNFSF8']}}", "role": "assistant"}]} +{"conversations": [{"content": "What diseases are linked to the NSMCE3 gene or its corresponding protein?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'associated with', 'disease']], 'Restriction': {'gene/protein': ['NSMCE3']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could my hip muscle weakness be a sign of the mitochondrial disease my mother has, or another related condition?", "role": "user"}, {"content": "{'Metapath': [['disease', 'parent-child', 'disease'], ['effect/phenotype', 'phenotype present', 'disease']], 'Restriction': {'anatomy': ['hip muscle'], 'disease': ['mitochondrial disease my mother has', 'another related condition'], 'effect/phenotype': ['weakness']}}", "role": "assistant"}]} +{"conversations": [{"content": "Search for pathologies lacking approved treatments that correlate with menstrual cycle irregularities.", "role": "user"}, {"content": "{'Metapath': [['effect/phenotype', 'phenotype absent', 'disease']], 'Restriction': {'effect/phenotype': ['menstrual cycle irregularities']}}", "role": "assistant"}]} +{"conversations": [{"content": "What drug should be avoided for focal hand dystonia and also targets the ORM2 gene/protein?", "role": "user"}, {"content": "{'Metapath': [['disease', 'contraindication', 'drug'], ['gene/protein', 'target', 'drug']], 'Restriction': {'disease': ['focal hand dystonia'], 'gene/protein': ['ORM2']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which anatomical structures lack the expression of genes or proteins linked to color blindness?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'expression absent', 'anatomy']], 'Restriction': {'anatomy': ['anatomical structures'], 'gene/protein': ['linked to color blindness']}}", "role": "assistant"}]} +{"conversations": [{"content": "What solid-state drugs currently target the ATP5F1C gene/protein as their main biological interaction?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'target', 'drug']], 'Restriction': {'gene/protein': ['ATP5F1C']}}", "role": "assistant"}]} +{"conversations": [{"content": "Find health conditions linked to the WDR11 gene that should not be treated with Calcium gluconate.", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'associated with', 'disease'], ['drug', 'contraindication', 'disease']], 'Restriction': {'gene/protein': ['WDR11'], 'drug': ['Calcium gluconate']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which conditions are categorized as subsets of testicular embryonal carcinoma based on their causal relationship?", "role": "user"}, {"content": "{'Metapath': [['disease', 'parent-child', 'disease']], 'Restriction': {'disease': ['testicular embryonal carcinoma', 'subsets based on their causal relationship']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which anatomical structures lack the genetic and proteomic expression associated with the interaction in chondrocyte development necessary for the process of endochondral ossification?", "role": "user"}, {"content": "{'Metapath': [['biological_process', 'parent-child', 'biological_process', 'interacts with', 'gene/protein', 'expression absent', 'anatomy']], 'Restriction': {'biological_process': ['chondrocyte development', 'endochondral ossification']}}", "role": "assistant"}]} +{"conversations": [{"content": "Identify proteins that interact with ATXN1L and are linked to the same medical condition.", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'ppi', 'gene/protein'], ['disease', 'associated with', 'gene/protein']], 'Restriction': {'gene/protein': ['ATXN1L']}}", "role": "assistant"}]} +{"conversations": [{"content": "I have lung cancer and am currently on Progesterone. I'm interested in medications that synergize with Progesterone and inhibit glucose metabolism. Could you provide me with my treatment options?", "role": "user"}, {"content": "{'Metapath': [['drug', 'synergistic interaction', 'drug']], 'Restriction': {'disease': ['lung cancer'], 'drug': ['Progesterone'], 'biological_process': ['inhibit glucose metabolism']}}", "role": "assistant"}]} +{"conversations": [{"content": "Can you identify any medications that exhibit a synergistic effect when taken concomitantly with Simvastatin for treating the same medical condition and additionally act by reversibly and selectively blocking the angiotensin II AT1 receptors in vascular smooth muscle and adrenal tissues?", "role": "user"}, {"content": "{'Metapath': [['drug', 'synergistic interaction', 'drug']], 'Restriction': {'drug': ['Simvastatin', 'reversibly and selectively blocking the angiotensin II AT1 receptors in vascular smooth muscle and adrenal tissues']}}", "role": "assistant"}]} +{"conversations": [{"content": "What pathways are linked to 'Sensory processing of sound by outer hair cells of the cochlea' within the sensory perception hierarchy?", "role": "user"}, {"content": "{'Metapath': [['pathway', 'parent-child', 'pathway']], 'Restriction': {'pathway': ['Sensory processing of sound by outer hair cells of the cochlea', 'sensory perception hierarchy']}}", "role": "assistant"}]} +{"conversations": [{"content": "Search for conditions that lack any associated treatment medications and have a connection to the formation of Onion bulb structures.", "role": "user"}, {"content": "{'Metapath': [['effect/phenotype', 'phenotype present', 'disease'], ['drug', 'off-label use', 'disease']], 'Restriction': {'effect/phenotype': ['formation of Onion bulb structures']}}", "role": "assistant"}]} +{"conversations": [{"content": "Find a gene or protein that interacts with protease binding, is associated with hepatocellular carcinoma progression, is significantly elevated in the blood during late pregnancy, and inhibits multiple proteinases by trapping them after enzymatic cleavage.", "role": "user"}, {"content": "{'Metapath': [['molecular_function', 'interacts with', 'gene/protein'], ['disease', 'associated with', 'gene/protein']], 'Restriction': {'molecular_function': ['protease binding'], 'disease': ['hepatocellular carcinoma progression'], 'gene/protein': ['significantly elevated in the blood during late pregnancy', 'inhibits multiple proteinases by trapping them after enzymatic cleavage']}}", "role": "assistant"}]} +{"conversations": [{"content": "Please list genes or proteins involved in the rRNA processing pathway in the nucleolus and cytosol that also have cysteine-type peptidase activity.", "role": "user"}, {"content": "{'Metapath': [['pathway', 'interacts with', 'gene/protein'], ['cellular_component', 'interacts with', 'gene/protein'], ['molecular_function', 'interacts with', 'gene/protein']], 'Restriction': {'pathway': ['rRNA processing pathway'], 'cellular_component': ['nucleolus', 'cytosol'], 'molecular_function': ['cysteine-type peptidase activity']}}", "role": "assistant"}]} +{"conversations": [{"content": "What is the name of the disorder that operates as a subtype of medulla oblongata dysfunction, presenting with symptoms of neural compression and motor weaknesses, and heightens the risk of compressive neuropathies?", "role": "user"}, {"content": "{'Metapath': [['disease', 'parent-child', 'disease']], 'Restriction': {'disease': ['subtype of medulla oblongata dysfunction', 'symptoms of neural compression and motor weaknesses', 'heightens the risk of compressive neuropathies']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which anatomical structures lack the expression of genes or proteins that are correlated with a waddling gait?", "role": "user"}, {"content": "{'Metapath': [['effect/phenotype', 'associated with', 'gene/protein', 'expression absent', 'anatomy']], 'Restriction': {'effect/phenotype': ['waddling gait']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you recommend a treatment for a urinary tract infection that won't exacerbate my existing stomach aches?", "role": "user"}, {"content": "{'Metapath': [['disease', 'indication', 'drug'], ['effect/phenotype', 'side effect', 'drug']], 'Restriction': {'disease': ['urinary tract infection'], 'effect/phenotype': ['stomach aches']}}", "role": "assistant"}]} +{"conversations": [{"content": "What disease falls under proctitis and stems from the aftereffects of radiation treatment in the pelvic area?", "role": "user"}, {"content": "{'Metapath': [['disease', 'parent-child', 'disease'], ['exposure', 'linked to', 'disease']], 'Restriction': {'disease': ['proctitis'], 'exposure': ['aftereffects of radiation treatment in the pelvic area']}}", "role": "assistant"}]} +{"conversations": [{"content": "Identify genes or proteins that exhibit interaction with INTS1 and share an associated phenotype or effect.", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'ppi', 'gene/protein'], ['effect/phenotype', 'associated with', 'gene/protein']], 'Restriction': {'gene/protein': ['INTS1']}}", "role": "assistant"}]} +{"conversations": [{"content": "What drugs are currently identified to target the Cathepsin F (CTSF) gene or protein?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'target', 'drug']], 'Restriction': {'gene/protein': ['Cathepsin F (CTSF)']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which body parts are affected by the expression of genes or proteins that influence serotonin transporters?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'expression present', 'anatomy']], 'Restriction': {'gene/protein': ['serotonin transporters']}}", "role": "assistant"}]} +{"conversations": [{"content": "What conditions might involve treatment with Procaine benzylpenicillin, be linked to syphilis, and exhibit a progression through distinct stages with varying symptoms?", "role": "user"}, {"content": "{'Metapath': [['drug', 'indication', 'disease'], ['exposure', 'linked to', 'disease']], 'Restriction': {'drug': ['Procaine benzylpenicillin'], 'exposure': ['syphilis'], 'disease': ['progression through distinct stages with varying symptoms']}}", "role": "assistant"}]} +{"conversations": [{"content": "What is the cellular pathway involving FDX2 gene/protein interactions that results in congenital adrenal insufficiency through impaired cholesterol side-chain cleavage enzyme activity?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'interacts with', 'pathway']], 'Restriction': {'gene/protein': ['FDX2'], 'disease': ['congenital adrenal insufficiency']}}", "role": "assistant"}]} +{"conversations": [{"content": "Can you recommend any treatments for postmenopausal osteoporosis to help strengthen my bones?", "role": "user"}, {"content": "{'Metapath': [['disease', 'indication', 'drug']], 'Restriction': {'disease': ['postmenopausal osteoporosis']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which genes or proteins are associated with the ISG15 antiviral pathway, have RNA-binding functions, are transcribed in the medial globus pallidus, and promote IRES-driven translation of apoptosis-related proteins?", "role": "user"}, {"content": "{'Metapath': [['pathway', 'associated with', 'gene/protein'], ['molecular_function', 'interacts with', 'gene/protein'], ['anatomy', 'expression present', 'gene/protein']], 'Restriction': {'pathway': ['ISG15 antiviral pathway'], 'molecular_function': ['RNA-binding functions', 'promote IRES-driven translation of apoptosis-related proteins'], 'anatomy': ['medial globus pallidus']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which anatomical structures lack the expression of genes or proteins that are involved in inhibiting the process of mitophagy?", "role": "user"}, {"content": "{'Metapath': [['biological_process', 'interacts with', 'gene/protein', 'expression absent', 'anatomy']], 'Restriction': {'biological_process': ['inhibiting the process of mitophagy']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you share a selection of medications targeting the AKR1B1 gene that serve as aldose reductase inhibitors?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'target', 'drug']], 'Restriction': {'gene/protein': ['AKR1B1'], 'drug': ['aldose reductase inhibitors']}}", "role": "assistant"}]} +{"conversations": [{"content": "Hello, I have peptic ulcer disease and need safe treatment options that won't exacerbate my abnormal pupil dilation. Can you recommend ulcer-healing medications suitable for someone with my condition?", "role": "user"}, {"content": "{'Metapath': [['disease', 'indication', 'drug'], ['disease', 'contraindication', 'drug']], 'Restriction': {'disease': ['peptic ulcer disease'], 'effect/phenotype': ['abnormal pupil dilation']}}", "role": "assistant"}]} +{"conversations": [{"content": "What conditions are linked with the SPP1 gene, should not be treated with Ramipril, and present symptoms like rashes, fever, joint pains, and fatigue, potentially impacting various bodily systems?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'associated with', 'disease'], ['drug', 'contraindication', 'disease'], ['effect/phenotype', 'phenotype present', 'disease']], 'Restriction': {'gene/protein': ['SPP1'], 'drug': ['Ramipril'], 'effect/phenotype': ['rashes', 'fever', 'joint pains', 'fatigue', 'potentially impacting various bodily systems']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which gene or protein, implicated in the cellular import and sequestration of various pharmacological agents and poisons, facilitates the transport of substances that exhibit synergistic effects when combined with Cinchocaine?", "role": "user"}, {"content": "{'Metapath': [['drug', 'synergistic interaction', 'drug', 'transporter', 'gene/protein']], 'Restriction': {'drug': ['Cinchocaine', 'substances that exhibit synergistic effects when combined with Cinchocaine']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which medication shares a gene or protein transporter with Cocaine and specifically blocks the reabsorption of norepinephrine to manage symptoms of ADHD?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'transporter', 'drug'], ['disease', 'indication', 'drug']], 'Restriction': {'drug': ['Cocaine', 'blocks the reabsorption of norepinephrine to manage symptoms of ADHD'], 'disease': ['ADHD']}}", "role": "assistant"}]} +{"conversations": [{"content": "Please find the gene or protein associated with cloverleaf skull syndrome that also plays a crucial role in craniofacial and kidney development by being a key part of the basement membrane.", "role": "user"}, {"content": "{'Metapath': [['disease', 'associated with', 'gene/protein']], 'Restriction': {'disease': ['cloverleaf skull syndrome'], 'gene/protein': ['crucial role in craniofacial and kidney development', 'key part of the basement membrane']}}", "role": "assistant"}]} +{"conversations": [{"content": "Please identify genes or proteins that interact with P4HA3 and also exhibit steroid-binding molecular function.", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'interacts with', 'gene/protein'], ['molecular_function', 'interacts with', 'gene/protein']], 'Restriction': {'gene/protein': ['P4HA3'], 'molecular_function': ['steroid-binding']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which conditions are linked to the HTR4 receptor, should not be treated with Oxymorphone, and might result in congenital adrenal hyperplasia that manifests with virilization or hypertrophy of the genitalia in newborn girls?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'associated with', 'disease'], ['drug', 'contraindication', 'disease'], ['effect/phenotype', 'phenotype present', 'disease']], 'Restriction': {'gene/protein': ['HTR4 receptor'], 'drug': ['Oxymorphone'], 'effect/phenotype': ['congenital adrenal hyperplasia', 'virilization or hypertrophy of the genitalia in newborn girls']}}", "role": "assistant"}]} +{"conversations": [{"content": "Determine which illnesses are linked to the gene CACNB4 and should not be treated with Rimantadine.", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'associated with', 'disease'], ['drug', 'contraindication', 'disease']], 'Restriction': {'gene/protein': ['CACNB4'], 'drug': ['Rimantadine']}}", "role": "assistant"}]} +{"conversations": [{"content": "Can you find the genes and proteins involved with the activity of dolichyl-phosphate-mannose-dependent alpha-1,6-mannosyltransferase?", "role": "user"}, {"content": "{'Metapath': [['molecular_function', 'interacts with', 'gene/protein']], 'Restriction': {'molecular_function': ['dolichyl-phosphate-mannose-dependent alpha-1,6-mannosyltransferase']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which gene or protein participates in histone methylation, interacts with histone H3-4, and is linked to a disease commonly associated with H3-4?", "role": "user"}, {"content": "{'Metapath': [['biological_process', 'interacts with', 'gene/protein'], ['gene/protein', 'interacts with', 'gene/protein'], ['disease', 'associated with', 'gene/protein']], 'Restriction': {'biological_process': ['histone methylation'], 'gene/protein': ['histone H3-4'], 'disease': ['commonly associated with H3-4']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which rare and aggressive high-grade invasive ductal breast carcinoma subtype might correspond to advanced breast cancer symptoms in a patient?", "role": "user"}, {"content": "{'Metapath': [['disease', 'parent-child', 'disease']], 'Restriction': {'disease': ['rare and aggressive high-grade invasive ductal breast carcinoma subtype', 'advanced breast cancer symptoms in a patient']}}", "role": "assistant"}]} +{"conversations": [{"content": "What disease falls under papillary cystadenocarcinoma and is characterized by papillary structures such as mucinous, serous, or clear cell patterns, coupled with the presence of cysts?", "role": "user"}, {"content": "{'Metapath': [['disease', 'parent-child', 'disease']], 'Restriction': {'disease': ['papillary cystadenocarcinoma', 'papillary structures such as mucinous, serous, or clear cell patterns', 'presence of cysts']}}", "role": "assistant"}]} +{"conversations": [{"content": "Identify genes or proteins that interact with PRR13, possess RNA-binding abilities, and are known for protein binding interactions.", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'interacts with', 'gene/protein'], ['molecular_function', 'interacts with', 'gene/protein']], 'Restriction': {'gene/protein': ['PRR13'], 'molecular_function': ['RNA-binding abilities', 'protein binding interactions']}}", "role": "assistant"}]} +{"conversations": [{"content": "What is the disease associated with the CPT2 gene that causes severe fasting intolerance leading to metabolic disturbances such as hypoketotic hypoglycemia, risking coma and seizures, and can lead to hepatic encephalopathy and liver failure, and also affects the heart and skeletal muscles, increasing the risk of potentially fatal cardiac arrhythmias?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'associated with', 'disease']], 'Restriction': {'gene/protein': ['CPT2'], 'disease': ['severe fasting intolerance leading to metabolic disturbances such as hypoketotic hypoglycemia, risking coma and seizures', 'hepatic encephalopathy and liver failure', 'affects the heart and skeletal muscles', 'increasing the risk of potentially fatal cardiac arrhythmias']}}", "role": "assistant"}]} +{"conversations": [{"content": "What medications interact synergistically with Cobicistat when treating the same condition and possess a half-life between 5 to 6 hours?", "role": "user"}, {"content": "{'Metapath': [['drug', 'synergistic interaction', 'drug']], 'Restriction': {'drug': ['Cobicistat', 'half-life between 5 to 6 hours']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you provide information on medications that not only exhibit synergistic effects when used in conjunction with Levosimendan for cardiac conditions but are also prescribed for similar heart ailments and possess the additional property of inhibiting renal water reabsorption, effectively enhancing diuresis?", "role": "user"}, {"content": "{'Metapath': [['drug', 'synergistic interaction', 'drug'], ['disease', 'indication', 'drug'], ['effect/phenotype', 'side effect', 'drug']], 'Restriction': {'drug': ['Levosimendan'], 'disease': ['cardiac conditions'], 'effect/phenotype': ['inhibiting renal water reabsorption', 'enhancing diuresis']}}", "role": "assistant"}]} +{"conversations": [{"content": "Find genes encoding protein kinases with protein threonine kinase activity linked to diabetes mellitus etiology or progression.", "role": "user"}, {"content": "{'Metapath': [['disease', 'associated with', 'gene/protein'], ['molecular_function', 'interacts with', 'gene/protein']], 'Restriction': {'molecular_function': ['protein threonine kinase activity'], 'disease': ['diabetes mellitus etiology or progression']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which liver condition would preclude the use of medications prescribed for managing elevated prolactin levels acquired post-puberty?", "role": "user"}, {"content": "{'Metapath': [['drug', 'contraindication', 'disease']], 'Restriction': {'disease': ['liver condition'], 'drug': ['medications prescribed for managing elevated prolactin levels acquired post-puberty']}}", "role": "assistant"}]} +{"conversations": [{"content": "What drugs target the LDLR gene and are also prescribed for lung cancer therapy?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'target', 'drug'], ['disease', 'indication', 'drug']], 'Restriction': {'gene/protein': ['LDLR'], 'disease': ['lung cancer']}}", "role": "assistant"}]} +{"conversations": [{"content": "Please list the genes and proteins associated with adrenal cortical carcinoma via their modulation of the Wnt signaling pathway.", "role": "user"}, {"content": "{'Metapath': [['disease', 'associated with', 'gene/protein'], ['pathway', 'interacts with', 'gene/protein']], 'Restriction': {'disease': ['adrenal cortical carcinoma'], 'pathway': ['Wnt signaling pathway']}}", "role": "assistant"}]} +{"conversations": [{"content": "Please list diseases linked to the SH3PXD2A gene/protein, classified as uncommon malignant peripheral nerve sheath tumor variants, with mainly epithelioid cell histology.", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'associated with', 'disease']], 'Restriction': {'gene/protein': ['SH3PXD2A'], 'disease': ['uncommon malignant peripheral nerve sheath tumor variants', 'mainly epithelioid cell histology']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you suggest some medications suitable for managing atrial fibrillation to maintain a regular heart rhythm and minimize hospital visits?", "role": "user"}, {"content": "{'Metapath': [['disease', 'indication', 'drug']], 'Restriction': {'disease': ['atrial fibrillation']}}", "role": "assistant"}]} +{"conversations": [{"content": "Determine the illnesses linked to the PRRT2 protein that should not be treated with Trichlormethiazide.", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'associated with', 'disease'], ['drug', 'contraindication', 'disease']], 'Restriction': {'gene/protein': ['PRRT2'], 'drug': ['Trichlormethiazide']}}", "role": "assistant"}]} +{"conversations": [{"content": "Can you supply a list of genes and proteins linked to clathrin adaptor activity and part of the clathrin-mediated endocytosis pathway?", "role": "user"}, {"content": "{'Metapath': [['molecular_function', 'interacts with', 'gene/protein'], ['pathway', 'interacts with', 'gene/protein']], 'Restriction': {'molecular_function': ['clathrin adaptor activity'], 'pathway': ['clathrin-mediated endocytosis']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you recommend medication options for a child with X-linked adrenoleukodystrophy that are effective in managing the condition, while also addressing concentration, hyperactivity, and impulsive behavior, and have minimal risk of exacerbating nausea or vomiting?", "role": "user"}, {"content": "{'Metapath': [['disease', 'indication', 'drug'], ['effect/phenotype', 'side effect', 'drug']], 'Restriction': {'disease': ['X-linked adrenoleukodystrophy'], 'effect/phenotype': ['concentration', 'hyperactivity', 'impulsive behavior', 'nausea', 'vomiting']}}", "role": "assistant"}]} +{"conversations": [{"content": "What is the name of the condition associated with mutations in the ABAT gene, characterized by early-onset epileptic encephalopathy, including seizures, muscle weakness, exaggerated reflexes, and delayed development, often accompanied by rapid growth?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'associated with', 'disease']], 'Restriction': {'gene/protein': ['ABAT'], 'disease': ['early-onset epileptic encephalopathy', 'seizures', 'muscle weakness', 'exaggerated reflexes', 'delayed development', 'rapid growth']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which anatomical structures lack the expression of genes or proteins that are involved in shaping body structure and morphology?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'expression absent', 'anatomy']], 'Restriction': {'gene/protein': ['involved in shaping body structure and morphology']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which medications that bind to and modulate beta1-adrenergic receptors provide treatment for chronic angina through their interactions with the associated genes or proteins?", "role": "user"}, {"content": "{'Metapath': [['disease', 'indication', 'drug'], ['gene/protein', 'target', 'drug']], 'Restriction': {'disease': ['chronic angina'], 'gene/protein': ['beta1-adrenergic receptors']}}", "role": "assistant"}]} +{"conversations": [{"content": "I need a list of osteoporosis treatments with a molecular weight of 280.32 grams/mol.", "role": "user"}, {"content": "{'Metapath': [['disease', 'indication', 'drug']], 'Restriction': {'disease': ['osteoporosis'], 'drug': ['molecular weight of 280.32 grams/mol']}}", "role": "assistant"}]} +{"conversations": [{"content": "Please find genes responsible for synthesizing prolactin in the anterior pituitary and their interactions with both the Prolactin receptor signaling pathway and the extracellular space.", "role": "user"}, {"content": "{'Metapath': [['anatomy', 'expression present', 'gene/protein'], ['pathway', 'interacts with', 'gene/protein'], ['cellular_component', 'interacts with', 'gene/protein']], 'Restriction': {'anatomy': ['anterior pituitary'], 'pathway': ['Prolactin receptor signaling pathway'], 'cellular_component': ['extracellular space']}}", "role": "assistant"}]} +{"conversations": [{"content": "What disease is associated with the COL11A2 gene and typically presents with micrognathia?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'associated with', 'disease']], 'Restriction': {'gene/protein': ['COL11A2'], 'disease': ['typically presents with micrognathia']}}", "role": "assistant"}]} +{"conversations": [{"content": "What is the most common type of benign posterior mediastinal neurogenic tumor in children, as classified in the disease hierarchy?", "role": "user"}, {"content": "{'Metapath': [['disease', 'parent-child', 'disease']], 'Restriction': {'disease': ['benign posterior mediastinal neurogenic tumor in children']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which gene or protein is consistently undetected in the cerebral cortex as well as the spinal cord?", "role": "user"}, {"content": "{'Metapath': [['anatomy', 'expression absent', 'gene/protein']], 'Restriction': {'anatomy': ['cerebral cortex', 'spinal cord']}}", "role": "assistant"}]} +{"conversations": [{"content": "Find disorders linked to the CNTN6 gene that have contraindications with the use of Lindane.", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'associated with', 'disease'], ['drug', 'contraindication', 'disease']], 'Restriction': {'gene/protein': ['CNTN6'], 'drug': ['Lindane']}}", "role": "assistant"}]} +{"conversations": [{"content": "Identify medications that exhibit synergistic effects when combined with Fenoldopam, with both medications being approved for the treatment of the same medical condition.", "role": "user"}, {"content": "{'Metapath': [['drug', 'synergistic interaction', 'drug'], ['disease', 'indication', 'drug']], 'Restriction': {'drug': ['Fenoldopam'], 'disease': ['same medical condition']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you provide a list of powerful pain relief medications that, when used in conjunction with Diphenoxylate, exhibit enhanced combined effects for treating the same medical condition?", "role": "user"}, {"content": "{'Metapath': [['drug', 'synergistic interaction', 'drug'], ['disease', 'indication', 'drug']], 'Restriction': {'drug': ['Diphenoxylate']}}", "role": "assistant"}]} +{"conversations": [{"content": "I need a list of genes or proteins that regulate cell cycle progression by interacting with cyclin-dependent protein serine/threonine kinase activity and also modulate the function of Cdk2, cyclin E, and retinoblastoma protein (Rb).", "role": "user"}, {"content": "{'Metapath': [['molecular_function', 'interacts with', 'gene/protein'], ['gene/protein', 'interacts with', 'gene/protein']], 'Restriction': {'molecular_function': ['cyclin-dependent protein serine/threonine kinase activity'], 'gene/protein': ['Cdk2', 'cyclin E', 'retinoblastoma protein (Rb)']}}", "role": "assistant"}]} +{"conversations": [{"content": "Can you find any genes or proteins that directly interact with MRPL1 through protein-protein interactions and also connect with the axonemal central apparatus?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'ppi', 'gene/protein'], ['cellular_component', 'interacts with', 'gene/protein']], 'Restriction': {'gene/protein': ['MRPL1'], 'cellular_component': ['axonemal central apparatus']}}", "role": "assistant"}]} +{"conversations": [{"content": "What are the H2 receptor antagonists used to treat abnormal gastrin secretion by reducing gastric acid, pepsin activity, and the total volume of gastric secretions?", "role": "user"}, {"content": "{'Metapath': [['disease', 'indication', 'drug']], 'Restriction': {'disease': ['abnormal gastrin secretion']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which gene or protein is present in the nasopharyngeal tissue but not expressed in the synovial lining?", "role": "user"}, {"content": "{'Metapath': [['anatomy', 'expression present', 'gene/protein'], ['anatomy', 'expression absent', 'gene/protein']], 'Restriction': {'anatomy': ['nasopharyngeal tissue', 'synovial lining']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which disease group encompasses pediatric primitive neuroectodermal tumors of the central nervous system?", "role": "user"}, {"content": "{'Metapath': [['disease', 'parent-child', 'disease']], 'Restriction': {'disease': ['pediatric primitive neuroectodermal tumors of the central nervous system']}}", "role": "assistant"}]} +{"conversations": [{"content": "Can you supply a list of genes or proteins involved in protein binding interactions, specifically those that interact with CEP162 and are linked to cell protrusions at the cellular level?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'ppi', 'gene/protein'], ['cellular_component', 'interacts with', 'gene/protein']], 'Restriction': {'gene/protein': ['CEP162'], 'cellular_component': ['cell protrusions']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which genes or proteins are present in neural tissue but not expressed in heart muscle tissue?", "role": "user"}, {"content": "{'Metapath': [['anatomy', 'expression present', 'gene/protein'], ['anatomy', 'expression absent', 'gene/protein']], 'Restriction': {'anatomy': ['neural tissue', 'heart muscle tissue']}}", "role": "assistant"}]} +{"conversations": [{"content": "Identify biological pathways associated with Alpha-defensins which also involve interaction with a common gene or protein.", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'associated with', 'pathway'], ['gene/protein', 'interacts with', 'pathway']], 'Restriction': {'gene/protein': ['Alpha-defensins']}}", "role": "assistant"}]} +{"conversations": [{"content": "What are the names of solid-state drugs that primarily target the ARG1 gene or its protein product?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'target', 'drug']], 'Restriction': {'gene/protein': ['ARG1'], 'drug': ['solid-state']}}", "role": "assistant"}]} +{"conversations": [{"content": "What disease acts as a common subtype to both prostate carcinoma and prostatic urethra urothelial carcinoma, indicating an overlap in their clinical categorizations?", "role": "user"}, {"content": "{'Metapath': [['disease', 'parent-child', 'disease']], 'Restriction': {'disease': ['prostate carcinoma', 'prostatic urethra urothelial carcinoma']}}", "role": "assistant"}]} +{"conversations": [{"content": "Find medical conditions linked to the SFRP5 gene that should not be treated with Estradiol valerate.", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'associated with', 'disease'], ['drug', 'contraindication', 'disease']], 'Restriction': {'gene/protein': ['SFRP5'], 'drug': ['Estradiol valerate']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which pathway interacts with SMC2 during prometaphase?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'interacts with', 'pathway']], 'Restriction': {'gene/protein': ['SMC2']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you provide a list of medications that exhibit synergistic effects when used in conjunction with Naratriptan, are also approved for the immediate relief of adult migraines regardless of aura presence, and share Naratriptan's therapeutic indications?", "role": "user"}, {"content": "{'Metapath': [['drug', 'synergistic interaction', 'drug'], ['disease', 'indication', 'drug']], 'Restriction': {'drug': ['Naratriptan'], 'disease': ['immediate relief of adult migraines regardless of aura presence']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which medications that act on glucocorticoid receptors to mitigate inflammation demonstrate a synergistic effect when combined with Zafirlukast in treating the same medical condition?", "role": "user"}, {"content": "{'Metapath': [['drug', 'synergistic interaction', 'drug'], ['gene/protein', 'target', 'drug']], 'Restriction': {'gene/protein': ['glucocorticoid receptors'], 'drug': ['Zafirlukast']}}", "role": "assistant"}]} +{"conversations": [{"content": "What drug is indicated for treating acute intermittent porphyria and also enhances its effects when used with Tocopherylquinone?", "role": "user"}, {"content": "{'Metapath': [['disease', 'indication', 'drug'], ['drug', 'synergistic interaction', 'drug']], 'Restriction': {'disease': ['acute intermittent porphyria'], 'drug': ['Tocopherylquinone']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which gene or protein interacts with the SREBP-mediated gene activation pathway and is a component of a highly conserved transcription factor complex that binds to the CCAAT motif in various gene promoters?", "role": "user"}, {"content": "{'Metapath': [['pathway', 'interacts with', 'gene/protein']], 'Restriction': {'pathway': ['SREBP-mediated gene activation'], 'gene/protein': ['component of a highly conserved transcription factor complex that binds to the CCAAT motif in various gene promoters']}}", "role": "assistant"}]} +{"conversations": [{"content": "Identify medications that exhibit synergistic effects when combined with Bedaquiline and are also prescribed for treating the same condition.", "role": "user"}, {"content": "{'Metapath': [['drug', 'synergistic interaction', 'drug'], ['disease', 'indication', 'drug']], 'Restriction': {'drug': ['Bedaquiline']}}", "role": "assistant"}]} +{"conversations": [{"content": "What signaling pathway interacts with the AMFR gene/protein and plays a role in protein folding?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'interacts with', 'pathway']], 'Restriction': {'gene/protein': ['AMFR'], 'pathway': ['plays a role in protein folding']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which protein or gene interacts with the POU5F1, SOX2, and NANOG pathways that inhibit differentiation-gene expression and also plays a role in regulating embryonic development and stem cell pluripotency?", "role": "user"}, {"content": "{'Metapath': [['pathway', 'interacts with', 'gene/protein']], 'Restriction': {'pathway': ['POU5F1', 'SOX2', 'NANOG', 'inhibit differentiation-gene expression'], 'gene/protein': ['regulating embryonic development', 'stem cell pluripotency']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which anatomical structures lack the expression of genes or proteins involved in the interaction with intestinal glucose uptake?", "role": "user"}, {"content": "{'Metapath': [['biological_process', 'interacts with', 'gene/protein', 'expression absent', 'anatomy']], 'Restriction': {'biological_process': ['intestinal glucose uptake']}}", "role": "assistant"}]} +{"conversations": [{"content": "Please find the genes and proteins that interact with manganese ion binding and participate in the KSRP-mediated mRNA binding and destabilization pathway.", "role": "user"}, {"content": "{'Metapath': [['molecular_function', 'interacts with', 'gene/protein'], ['pathway', 'interacts with', 'gene/protein']], 'Restriction': {'molecular_function': ['manganese ion binding'], 'pathway': ['KSRP-mediated mRNA binding and destabilization']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which strong pain reliever, effective for 2-3 hours, enhances effects when combined with a medication known to induce ovarian enlargement?", "role": "user"}, {"content": "{'Metapath': [['drug', 'synergistic interaction', 'drug'], ['disease', 'indication', 'drug']], 'Restriction': {'drug': ['strong pain reliever', 'effective for 2-3 hours', 'medication known to induce ovarian enlargement']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you recommend medications effective for nasopharyngitis that also contain a cough suppressant targeting the cough center in the brain?", "role": "user"}, {"content": "{'Metapath': [['disease', 'indication', 'drug'], ['gene/protein', 'target', 'drug']], 'Restriction': {'disease': ['nasopharyngitis'], 'gene/protein': ['cough center in the brain']}}", "role": "assistant"}]} +{"conversations": [{"content": "What potential illnesses might I have that are similar to a central nervous system endodermal sinus tumor, specifically affecting the pineal gland?", "role": "user"}, {"content": "{'Metapath': [['disease', 'parent-child', 'disease']], 'Restriction': {'disease': ['central nervous system endodermal sinus tumor', 'affecting the pineal gland']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which drugs, known as selective serotonin and norepinephrine reuptake inhibitors (SSNRIs), exhibit a synergistic effect when used in combination with Desipramine and are also prescribed for the same health issues that Desipramine addresses?", "role": "user"}, {"content": "{'Metapath': [['drug', 'synergistic interaction', 'drug'], ['disease', 'indication', 'drug']], 'Restriction': {'drug': ['Desipramine', 'selective serotonin and norepinephrine reuptake inhibitors (SSNRIs)']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which conditions linked to the ADORA1 gene lead to severe myocardial necrosis due to disrupted blood flow and should be avoided in patients receiving Dasatinib therapy?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'associated with', 'disease'], ['effect/phenotype', 'linked to', 'disease'], ['drug', 'contraindication', 'disease']], 'Restriction': {'gene/protein': ['ADORA1'], 'effect/phenotype': ['severe myocardial necrosis due to disrupted blood flow'], 'drug': ['Dasatinib']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which gene or protein is consistently unexpressed in both the corpus callosum and the pancreas?", "role": "user"}, {"content": "{'Metapath': [['anatomy', 'expression absent', 'gene/protein']], 'Restriction': {'anatomy': ['corpus callosum', 'pancreas']}}", "role": "assistant"}]} +{"conversations": [{"content": "What's the name of the cancer-linked pathway interacting directly with PPP2R5D protein and connected downstream or upstream to \"Signaling by AXIN mutants\"?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'interacts with', 'pathway'], ['pathway', 'parent-child', 'pathway'], ['disease', 'linked to', 'pathway']], 'Restriction': {'gene/protein': ['PPP2R5D'], 'pathway': [\"connected downstream or upstream to 'Signaling by AXIN mutants'\"], 'disease': ['cancer']}}", "role": "assistant"}]} +{"conversations": [{"content": "I'm seeking a gene or protein that shows serine-type endopeptidase activity, participates in the IGF transport and uptake regulation mediated by IGFBPs, and also triggers Factor IX to initiate thrombin generation and fibrin clotting without Factor XI involvement.", "role": "user"}, {"content": "{'Metapath': [['molecular_function', 'interacts with', 'gene/protein'], ['pathway', 'interacts with', 'gene/protein']], 'Restriction': {'molecular_function': ['serine-type endopeptidase activity'], 'pathway': ['IGF transport and uptake regulation mediated by IGFBPs', 'Factor IX to initiate thrombin generation and fibrin clotting without Factor XI involvement']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which gene or protein is linked to autosomal dominant optic atrophy and also interacts with the mitochondrial inner membrane, demonstrating purification in this context?", "role": "user"}, {"content": "{'Metapath': [['disease', 'associated with', 'gene/protein'], ['cellular_component', 'interacts with', 'gene/protein']], 'Restriction': {'disease': ['autosomal dominant optic atrophy'], 'cellular_component': ['mitochondrial inner membrane']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which medications act upon the genetic or proteomic elements involved with the function of phosphoribosylformylglycinamidine (FGAM) synthase?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'target', 'drug']], 'Restriction': {'gene/protein': ['phosphoribosylformylglycinamidine (FGAM) synthase']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which genes or proteins are present in the rectal tissue but not expressed in the palpebral conjunctiva?", "role": "user"}, {"content": "{'Metapath': [['anatomy', 'expression present', 'gene/protein'], ['anatomy', 'expression absent', 'gene/protein']], 'Restriction': {'anatomy': ['rectal tissue', 'palpebral conjunctiva']}}", "role": "assistant"}]} +{"conversations": [{"content": "Search for illnesses that lack any drugs indicated for treatment and are linked to diminished vibratory sense.", "role": "user"}, {"content": "{'Metapath': [['drug', 'indication', 'disease'], ['effect/phenotype', 'phenotype present', 'disease']], 'Restriction': {'effect/phenotype': ['diminished vibratory sense']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which drugs actively engage with the PITPNA gene or its encoded phosphatidylinositol transfer protein alpha?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'target', 'drug']], 'Restriction': {'gene/protein': ['PITPNA', 'phosphatidylinositol transfer protein alpha']}}", "role": "assistant"}]} +{"conversations": [{"content": "What disease is associated with the AGGF1 gene and involves the formation of numerous lipomas?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'associated with', 'disease']], 'Restriction': {'gene/protein': ['AGGF1'], 'disease': ['formation of numerous lipomas']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which cellular structures engage with the genes or proteins that are affected by the corticosteroid Prednisolone?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'interacts with', 'cellular_component']], 'Restriction': {'gene/protein': ['affected by the corticosteroid Prednisolone']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which diseases are subclasses of specific developmental disorders and associated with the CLN6 gene?", "role": "user"}, {"content": "{'Metapath': [['disease', 'parent-child', 'disease'], ['gene/protein', 'associated with', 'disease']], 'Restriction': {'disease': ['specific developmental disorders'], 'gene/protein': ['CLN6']}}", "role": "assistant"}]} +{"conversations": [{"content": "Identify a gene or protein that is not expressed in the corpus callosum or the biceps brachii muscle, situated on the reverse strand of chromosome 22 within the genomic coordinates of 46049478 to 46054144. Which entity fits this profile?", "role": "user"}, {"content": "{'Metapath': [['anatomy', 'expression absent', 'gene/protein']], 'Restriction': {'anatomy': ['corpus callosum', 'biceps brachii muscle'], 'gene/protein': ['situated on the reverse strand of chromosome 22 within the genomic coordinates of 46049478 to 46054144']}}", "role": "assistant"}]} +{"conversations": [{"content": "Please find genes or proteins linked to nephronophthisis which are active in neuropeptide signaling pathways and bind to signaling receptors.", "role": "user"}, {"content": "{'Metapath': [['disease', 'associated with', 'gene/protein'], ['biological_process', 'interacts with', 'gene/protein'], ['molecular_function', 'interacts with', 'gene/protein']], 'Restriction': {'disease': ['nephronophthisis'], 'biological_process': ['neuropeptide signaling pathways'], 'molecular_function': ['bind to signaling receptors']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which genes or proteins are associated with the onset of prostate cancer and are also involved in acrosome formation?", "role": "user"}, {"content": "{'Metapath': [['disease', 'associated with', 'gene/protein'], ['biological_process', 'interacts with', 'gene/protein']], 'Restriction': {'disease': ['prostate cancer'], 'biological_process': ['acrosome formation']}}", "role": "assistant"}]} +{"conversations": [{"content": "What are the biological pathways involving the SLC12A7 gene/protein interactions?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'interacts with', 'pathway']], 'Restriction': {'gene/protein': ['SLC12A7']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which pathways share interactions with genes or proteins involved in the Insulin receptor signaling cascade and possess the capability to activate IRS (Insulin Receptor Substrate) proteins?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'interacts with', 'pathway']], 'Restriction': {'gene/protein': ['involved in the Insulin receptor signaling cascade', 'activate IRS (Insulin Receptor Substrate) proteins']}}", "role": "assistant"}]} +{"conversations": [{"content": "What drugs are used to treat early myoclonic encephalopathy and also target the SCN1A gene product?", "role": "user"}, {"content": "{'Metapath': [['disease', 'indication', 'drug'], ['gene/protein', 'target', 'drug']], 'Restriction': {'disease': ['early myoclonic encephalopathy'], 'gene/protein': ['SCN1A']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which genes or proteins interact with STAT family protein binding and are also associated with the nucleus?", "role": "user"}, {"content": "{'Metapath': [['molecular_function', 'interacts with', 'gene/protein'], ['cellular_component', 'interacts with', 'gene/protein']], 'Restriction': {'molecular_function': ['STAT family protein binding'], 'cellular_component': ['nucleus']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you identify a signaling pathway in which the VEGF ligand-receptor interaction takes place, involves a gene or protein common to VEGF, and is also part of the vascular endothelial growth factor signaling cascade?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'interacts with', 'pathway'], ['gene/protein', 'interacts with', 'pathway']], 'Restriction': {'gene/protein': ['VEGF'], 'pathway': ['vascular endothelial growth factor signaling cascade']}}", "role": "assistant"}]} +{"conversations": [{"content": "Search for pathways associated with the activation of PTK6 signaling by ERBB2 and identify those that involve interaction with a common gene or protein.", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'interacts with', 'pathway']], 'Restriction': {'gene/protein': ['PTK6', 'ERBB2']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which transporter genes or proteins facilitate the movement of pharmaceutical agents that exhibit synergistic effects when combined with Fidaxomicin?", "role": "user"}, {"content": "{'Metapath': [['drug', 'synergistic interaction', 'drug', 'transporter', 'gene/protein']], 'Restriction': {'drug': ['Fidaxomicin', 'pharmaceutical agents that exhibit synergistic effects when combined with Fidaxomicin']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which vitamin functions as a prevalent transporter for both genes and proteins, shares this role with Formoterol, and is naturally found in various dietary sources?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'transporter', 'drug'], ['drug', 'synergistic interaction', 'drug']], 'Restriction': {'drug': ['naturally found in various dietary sources'], 'gene/protein': ['both genes and proteins']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which anatomical structures lack the expression of genes or proteins involved in recognizing bacterial molecules?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'expression absent', 'anatomy']], 'Restriction': {'gene/protein': ['involved in recognizing bacterial molecules']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which disease linked to the MEN1 gene tends to develop into cancer originating in the pancreas?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'associated with', 'disease'], ['exposure', 'linked to', 'disease']], 'Restriction': {'gene/protein': ['MEN1'], 'disease': ['tends to develop into cancer originating in the pancreas']}}", "role": "assistant"}]} +{"conversations": [{"content": "What are the solid-state drugs that interact with BLMH enzyme and inhibit DNA metabolism?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'enzyme', 'drug'], ['biological_process', 'interacts with', 'drug']], 'Restriction': {'gene/protein': ['BLMH'], 'biological_process': ['DNA metabolism']}}", "role": "assistant"}]} +{"conversations": [{"content": "Can you provide a list of genes and proteins that interact with the active Hedgehog signaling pathway and are associated with the development of pituitary stalk interruption syndrome?", "role": "user"}, {"content": "{'Metapath': [['pathway', 'interacts with', 'gene/protein'], ['disease', 'associated with', 'gene/protein']], 'Restriction': {'pathway': ['active Hedgehog signaling'], 'disease': ['pituitary stalk interruption syndrome']}}", "role": "assistant"}]} +{"conversations": [{"content": "I'm looking for genes or proteins that exhibit interaction with FHL2, share common effects or phenotypes with STAT3, and possess the capability to directly bind to STAT3. Can you identify which ones meet these criteria?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'interacts with', 'gene/protein'], ['effect/phenotype', 'associated with', 'gene/protein'], ['gene/protein', 'ppi', 'gene/protein']], 'Restriction': {'gene/protein': ['FHL2', 'STAT3'], 'effect/phenotype': ['common effects or phenotypes with STAT3']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which drugs interact with deoxycytidine kinase, enhance the effect of Erythropoietin, and inhibit DNA replication?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'interacts with', 'drug'], ['drug', 'synergistic interaction', 'drug'], ['effect/phenotype', 'side effect', 'drug']], 'Restriction': {'gene/protein': ['deoxycytidine kinase'], 'effect/phenotype': ['inhibit DNA replication'], 'drug': ['enhance the effect of Erythropoietin']}}", "role": "assistant"}]} +{"conversations": [{"content": "Can you list genes and proteins that interact functionally with GTP-binding molecules, play a role in SRP-dependent cotranslational targeting to membranes, and are involved in directing proteins to the endoplasmic reticulum?", "role": "user"}, {"content": "{'Metapath': [['molecular_function', 'interacts with', 'gene/protein'], ['biological_process', 'interacts with', 'gene/protein'], ['cellular_component', 'interacts with', 'gene/protein']], 'Restriction': {'molecular_function': ['GTP-binding molecules'], 'biological_process': ['SRP-dependent cotranslational targeting to membranes'], 'cellular_component': ['endoplasmic reticulum']}}", "role": "assistant"}]} +{"conversations": [{"content": "Please find the gene responsible for a protein that binds nucleic acids and interacts with the plasma membrane.", "role": "user"}, {"content": "{'Metapath': [['cellular_component', 'interacts with', 'gene/protein'], ['molecular_function', 'interacts with', 'gene/protein']], 'Restriction': {'molecular_function': ['binds nucleic acids'], 'cellular_component': ['plasma membrane']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which genes or proteins are expressed exclusively in the gallbladder but not in both dorsal and ventral regions of the thalamus?", "role": "user"}, {"content": "{'Metapath': [['anatomy', 'expression present', 'gene/protein'], ['anatomy', 'expression absent', 'gene/protein']], 'Restriction': {'anatomy': ['gallbladder', 'dorsal region of the thalamus', 'ventral region of the thalamus']}}", "role": "assistant"}]} +{"conversations": [{"content": "Can you supply a list of genes and proteins that interact with lysozyme function, are involved in fertilization, and have known interactions with the extracellular space?", "role": "user"}, {"content": "{'Metapath': [['molecular_function', 'interacts with', 'gene/protein'], ['biological_process', 'interacts with', 'gene/protein'], ['cellular_component', 'interacts with', 'gene/protein']], 'Restriction': {'molecular_function': ['lysozyme function'], 'biological_process': ['fertilization'], 'cellular_component': ['extracellular space']}}", "role": "assistant"}]} +{"conversations": [{"content": "What drug, acting via the Amikacin pathway to treat E. coli meningitis, is linked to skin inflammation side effects?", "role": "user"}, {"content": "{'Metapath': [['disease', 'indication', 'drug'], ['effect/phenotype', 'side effect', 'drug']], 'Restriction': {'pathway': ['Amikacin'], 'disease': ['E. coli meningitis'], 'effect/phenotype': ['skin inflammation']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you supply a compilation of pills or tablets designed to target the MAN2A1 gene or its protein product?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'target', 'drug']], 'Restriction': {'gene/protein': ['MAN2A1']}}", "role": "assistant"}]} +{"conversations": [{"content": "Search for conditions linked to the C2CD4A gene that should not be treated with Losartan.", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'associated with', 'disease'], ['drug', 'contraindication', 'disease']], 'Restriction': {'gene/protein': ['C2CD4A'], 'drug': ['Losartan']}}", "role": "assistant"}]} +{"conversations": [{"content": "Please provide a list of genes and proteins linked to glycogen adherence molecular functions and involved in the RAC3 GTPase cycle via interactions.", "role": "user"}, {"content": "{'Metapath': [['molecular_function', 'interacts with', 'gene/protein'], ['pathway', 'interacts with', 'gene/protein']], 'Restriction': {'molecular_function': ['glycogen adherence'], 'pathway': ['RAC3 GTPase cycle']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which gene or associated protein is simultaneously not expressed in the stomach's fundus region and the quadriceps femoris muscle?", "role": "user"}, {"content": "{'Metapath': [['anatomy', 'expression absent', 'gene/protein']], 'Restriction': {'anatomy': [\"stomach's fundus region\", 'quadriceps femoris muscle']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you provide information on diseases similar to diffuse panbronchiolitis that might impact the small air sacs in my lungs?", "role": "user"}, {"content": "{'Metapath': [['disease', 'parent-child', 'disease']], 'Restriction': {'disease': ['diffuse panbronchiolitis', 'impact the small air sacs in the lungs']}}", "role": "assistant"}]} +{"conversations": [{"content": "Can you give me a list of drugs that have enzymatic interactions with the ELANE gene or its associated protein?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'enzyme', 'drug']], 'Restriction': {'gene/protein': ['ELANE']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which gene encodes a protein that binds potassium ions, acts as an enzyme to phosphorylate vitamin B6, and belongs to the Pyridoxine kinase, Pyridoxamine kinase/Phosphomethylpyrimidine kinase, or Ribokinase-like protein families?", "role": "user"}, {"content": "{'Metapath': [['molecular_function', 'interacts with', 'gene/protein'], ['drug', 'enzyme', 'gene/protein']], 'Restriction': {'molecular_function': ['binds potassium ions'], 'drug': ['phosphorylate vitamin B6'], 'gene/protein': ['Pyridoxine kinase', 'Pyridoxamine kinase/Phosphomethylpyrimidine kinase', 'Ribokinase-like protein families']}}", "role": "assistant"}]} +{"conversations": [{"content": "What drugs are used to treat Plasmodium vivax malaria and also have broader applications for managing different types of malaria?", "role": "user"}, {"content": "{'Metapath': [['disease', 'indication', 'drug'], ['disease', 'off-label use', 'drug']], 'Restriction': {'disease': ['Plasmodium vivax malaria', 'different types of malaria']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which low-solubility penicillin salt variant enhances the effectiveness of Cefazolin and is prescribed for treating the same medical condition as Cefazolin?", "role": "user"}, {"content": "{'Metapath': [['drug', 'synergistic interaction', 'drug'], ['disease', 'indication', 'drug']], 'Restriction': {'drug': ['Cefazolin', 'low-solubility penicillin salt variant']}}", "role": "assistant"}]} +{"conversations": [{"content": "I need to find genes and proteins in the frizzled receptor family that not only interact with Wnt ligands but also engage with the Class B/2 Secretin receptor pathway and have Wnt-binding as a molecular function.", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'interacts with', 'gene/protein'], ['pathway', 'interacts with', 'gene/protein'], ['molecular_function', 'interacts with', 'gene/protein']], 'Restriction': {'gene/protein': ['Wnt ligands'], 'pathway': ['Class B/2 Secretin receptor pathway'], 'molecular_function': ['Wnt-binding']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which genes or proteins are present in the gallbladder but not expressed in the entorhinal cortex?", "role": "user"}, {"content": "{'Metapath': [['anatomy', 'expression present', 'gene/protein'], ['anatomy', 'expression absent', 'gene/protein']], 'Restriction': {'anatomy': ['gallbladder', 'entorhinal cortex']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you supply a compilation of investigational solid-state medications that target the REN gene/protein for prospective treatment uses?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'target', 'drug']], 'Restriction': {'gene/protein': ['REN']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which lysine methyltransferase gene or protein directly interacts with peptidyl-lysine trimethylation?", "role": "user"}, {"content": "{'Metapath': [['biological_process', 'interacts with', 'gene/protein']], 'Restriction': {'biological_process': ['peptidyl-lysine trimethylation']}}", "role": "assistant"}]} +{"conversations": [{"content": "What disease is associated with weak, underdeveloped tooth enamel, familial learning disabilities due to a syndrome, and a genetic mutation in the COG6 gene on chromosome 13?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'associated with', 'disease']], 'Restriction': {'effect/phenotype': ['weak, underdeveloped tooth enamel', 'familial learning disabilities'], 'gene/protein': ['COG6 gene on chromosome 13']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which cell structures engage with genes or proteins that the compound 5-Chloro-2-({[(3-nitrobenzyl)amino]carbonyl}phenoxy)acetic acid influences or affects?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'interacts with', 'cellular_component']], 'Restriction': {'gene/protein': ['influences or affects by the compound 5-Chloro-2-({[(3-nitrobenzyl)amino]carbonyl}phenoxy)acetic acid']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you suggest some medications prescribed by physicians for managing photosensitivity?", "role": "user"}, {"content": "{'Metapath': [['disease', 'indication', 'drug']], 'Restriction': {'disease': ['photosensitivity']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which gene or protein, known for producing isoforms exclusive to certain developmental stages that control tissue differentiation, is not expressed in the lymph nodes as well as the cerebellar vermis?", "role": "user"}, {"content": "{'Metapath': [['anatomy', 'expression absent', 'gene/protein']], 'Restriction': {'anatomy': ['lymph nodes', 'cerebellar vermis']}}", "role": "assistant"}]} +{"conversations": [{"content": "What is the name of the ear, nose, and throat-related disease that presents with eyelid twitching but without any vestibular impairment?", "role": "user"}, {"content": "{'Metapath': [['effect/phenotype', 'phenotype present', 'disease'], ['effect/phenotype', 'phenotype absent', 'disease']], 'Restriction': {'disease': ['ear, nose, and throat-related'], 'effect/phenotype': ['eyelid twitching', 'without any vestibular impairment']}}", "role": "assistant"}]} +{"conversations": [{"content": "What is the drug that targets DNMT1, causes fatigue, and treats acute myeloid leukemia with the specific t(9;11)(p22;q23) genetic marker?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'target', 'drug'], ['effect/phenotype', 'side effect', 'drug'], ['disease', 'indication', 'drug']], 'Restriction': {'gene/protein': ['DNMT1'], 'effect/phenotype': ['fatigue'], 'disease': ['acute myeloid leukemia with the specific t(9;11)(p22;q23) genetic marker']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you provide information on medications that interact synergistically with Aurothioglucose in treating a specific condition and also release two molecules of salicylic acid upon partial hydrolysis in the small intestine?", "role": "user"}, {"content": "{'Metapath': [['drug', 'synergistic interaction', 'drug']], 'Restriction': {'drug': ['Aurothioglucose', 'release two molecules of salicylic acid upon partial hydrolysis in the small intestine']}}", "role": "assistant"}]} +{"conversations": [{"content": "What gene or protein associated with Alkuraya-Kucinskas syndrome also participates in molecular-level protein-binding interactions?", "role": "user"}, {"content": "{'Metapath': [['disease', 'associated with', 'gene/protein'], ['molecular_function', 'interacts with', 'gene/protein']], 'Restriction': {'disease': ['Alkuraya-Kucinskas syndrome']}}", "role": "assistant"}]} +{"conversations": [{"content": "Can you list the medications that target the ITGA4 gene/protein for their interaction?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'target', 'drug']], 'Restriction': {'gene/protein': ['ITGA4']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which gene or protein is involved in the 'Regulation of gene expression in beta cells' pathway and concurrently regulates transcription of hepatocyte-specific genes?", "role": "user"}, {"content": "{'Metapath': [['pathway', 'interacts with', 'gene/protein'], ['biological_process', 'interacts with', 'gene/protein']], 'Restriction': {'pathway': ['Regulation of gene expression in beta cells'], 'biological_process': ['regulates transcription of hepatocyte-specific genes']}}", "role": "assistant"}]} +{"conversations": [{"content": "What disease is hierarchically related to both MALT lymphoma and tonsillar cancer?", "role": "user"}, {"content": "{'Metapath': [['disease', 'parent-child', 'disease']], 'Restriction': {'disease': ['MALT lymphoma', 'tonsillar cancer']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which gene or protein is not found in either the pancreas or the nephron tubules?", "role": "user"}, {"content": "{'Metapath': [['anatomy', 'expression absent', 'gene/protein']], 'Restriction': {'anatomy': ['pancreas', 'nephron tubules']}}", "role": "assistant"}]} +{"conversations": [{"content": "What medical condition could be considered a 'cousin' to both appendix leiomyoma and benign neoplasm of the cecum, sharing a similar pathology or etiology?", "role": "user"}, {"content": "{'Metapath': [['disease', 'parent-child', 'disease']], 'Restriction': {'disease': ['appendix leiomyoma', 'benign neoplasm of the cecum']}}", "role": "assistant"}]} +{"conversations": [{"content": "What are the names of solid-state drugs that primarily target the BRAF gene or its protein product?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'target', 'drug']], 'Restriction': {'gene/protein': ['BRAF']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you provide information on any pharmacological agents that exhibit a synergistic effect when used in conjunction with Balsalazide in the management of its indicated condition, particularly those that also possess anti-inflammatory properties targeting colonic epithelial cells?", "role": "user"}, {"content": "{'Metapath': [['drug', 'synergistic interaction', 'drug'], ['disease', 'indication', 'drug'], ['gene/protein', 'target', 'drug']], 'Restriction': {'drug': ['Balsalazide', 'pharmacological agents with anti-inflammatory properties'], 'gene/protein': ['colonic epithelial cells']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which cellular structures engage with genes or proteins that are influenced by Adenosine monotungstate?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'interacts with', 'cellular_component']], 'Restriction': {'gene/protein': ['influenced by Adenosine monotungstate']}}", "role": "assistant"}]} +{"conversations": [{"content": "What disease should not be treated with Methylphenidate but can be managed with L-Glutamine?", "role": "user"}, {"content": "{'Metapath': [['drug', 'contraindication', 'disease'], ['drug', 'indication', 'disease']], 'Restriction': {'drug': ['Methylphenidate', 'L-Glutamine']}}", "role": "assistant"}]} +{"conversations": [{"content": "What's the name of the drug used to treat low blood pressure that specifically targets the ADRA1A receptor and raises both systolic and diastolic blood pressure as a pure alpha-1 adrenergic agonist?", "role": "user"}, {"content": "{'Metapath': [['disease', 'indication', 'drug'], ['gene/protein', 'target', 'drug']], 'Restriction': {'disease': ['low blood pressure'], 'gene/protein': ['ADRA1A'], 'drug': ['raises both systolic and diastolic blood pressure', 'pure alpha-1 adrenergic agonist']}}", "role": "assistant"}]} +{"conversations": [{"content": "Identify genes and proteins involved with the Calcitonin-like receptor pathway and part of the CGRP receptor complex.", "role": "user"}, {"content": "{'Metapath': [['pathway', 'interacts with', 'gene/protein'], ['cellular_component', 'interacts with', 'gene/protein']], 'Restriction': {'pathway': ['Calcitonin-like receptor pathway'], 'cellular_component': ['CGRP receptor complex']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you suggest any medications that are effective for cutaneous neuroendocrine carcinoma and compatible with Eldelumab, which I'm currently prescribed?", "role": "user"}, {"content": "{'Metapath': [['disease', 'indication', 'drug'], ['drug', 'synergistic interaction', 'drug']], 'Restriction': {'disease': ['cutaneous neuroendocrine carcinoma'], 'drug': ['Eldelumab']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which factors could potentially impact the effectiveness of Tyrosine by influencing the genes responsible for its transport?", "role": "user"}, {"content": "{'Metapath': [['drug', 'transporter', 'gene/protein', 'interacts with', 'exposure']], 'Restriction': {'drug': ['Tyrosine']}}", "role": "assistant"}]} +{"conversations": [{"content": "Can you pinpoint genes or proteins that enhance mitochondrial respirasome assembly, increase the sensitivity of lung cancer cells to cystine-deficient ferroptosis, and modulate mitochondrial metabolism?", "role": "user"}, {"content": "{'Metapath': [['biological_process', 'interacts with', 'gene/protein'], ['disease', 'interacts with', 'gene/protein'], ['biological_process', 'interacts with', 'gene/protein']], 'Restriction': {'biological_process': ['mitochondrial respirasome assembly', 'cystine-deficient ferroptosis', 'mitochondrial metabolism'], 'disease': ['lung cancer']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which cellular structures or components are involved in interactions with genes or proteins that are the target of (5S)-5-Iododihydro-2,4(1H,3H)-pyrimidinedione?", "role": "user"}, {"content": "{'Metapath': [['drug', 'target', 'gene/protein', 'interacts with', 'cellular_component']], 'Restriction': {'drug': ['(5S)-5-Iododihydro-2,4(1H,3H)-pyrimidinedione']}}", "role": "assistant"}]} +{"conversations": [{"content": "What is the medical name for the condition associated with the GAL gene that leads to inherited developmental defects and is prone to spreading to the lymph nodes and bone marrow?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'associated with', 'disease']], 'Restriction': {'gene/protein': ['GAL'], 'disease': ['inherited developmental defects', 'prone to spreading to the lymph nodes and bone marrow']}}", "role": "assistant"}]} +{"conversations": [{"content": "Please find a gene or protein involved in both cell-matrix adhesion and cell-surface receptor signaling, significantly expressed in cartilage cells, and linked to the Platelet Adhesion to exposed collagen pathway.", "role": "user"}, {"content": "{'Metapath': [['biological_process', 'interacts with', 'gene/protein'], ['anatomy', 'expression present', 'gene/protein'], ['pathway', 'interacts with', 'gene/protein']], 'Restriction': {'biological_process': ['cell-matrix adhesion', 'cell-surface receptor signaling'], 'anatomy': ['cartilage cells'], 'pathway': ['Platelet Adhesion to exposed collagen']}}", "role": "assistant"}]} +{"conversations": [{"content": "I'm experiencing symptoms of heart valve leakage similar to tricuspid valve abnormality that my father had, affecting the leaflets' movement. What conditions could I be facing?", "role": "user"}, {"content": "{'Metapath': [['disease', 'parent-child', 'disease']], 'Restriction': {'anatomy': ['heart valve', 'tricuspid valve', 'leaflets'], 'disease': ['heart valve leakage', 'tricuspid valve abnormality']}}", "role": "assistant"}]} +{"conversations": [{"content": "I need a medication recommendation for Becker muscular dystrophy with a quick elimination half-life, ideally within the 1-2 hour range.", "role": "user"}, {"content": "{'Metapath': [['disease', 'indication', 'drug']], 'Restriction': {'disease': ['Becker muscular dystrophy'], 'drug': ['quick elimination half-life', '1-2 hour range']}}", "role": "assistant"}]} +{"conversations": [{"content": "Hello, I've been diagnosed with aromatase excess syndrome and I'm in search of treatments specifically geared toward managing it. Additionally, I'm interested in medications that can moderate hormonal activity in the brain, but on a reversible basis. What are my treatment options?", "role": "user"}, {"content": "{'Metapath': [['disease', 'indication', 'drug'], ['cellular_component', 'interacts with', 'drug']], 'Restriction': {'disease': ['aromatase excess syndrome'], 'cellular_component': ['hormonal activity in the brain']}}", "role": "assistant"}]} +{"conversations": [{"content": "What condition could be linked to symptoms such as brittle hair, cognitive impairment, fertility issues, short stature, scaly skin, nail deformities, and photosensitivity in patients, notably one connected to the ERCC2 gene?", "role": "user"}, {"content": "{'Metapath': [['effect/phenotype', 'associated with', 'disease'], ['gene/protein', 'associated with', 'disease']], 'Restriction': {'effect/phenotype': ['brittle hair', 'cognitive impairment', 'fertility issues', 'short stature', 'scaly skin', 'nail deformities', 'photosensitivity'], 'gene/protein': ['ERCC2']}}", "role": "assistant"}]} +{"conversations": [{"content": "What is the name of the gene or protein associated with periventricular nodular heterotopia due to its role in neuron migration, has a direct link to this condition, and is primarily located in the endoplasmic reticulum?", "role": "user"}, {"content": "{'Metapath': [['disease', 'associated with', 'gene/protein'], ['cellular_component', 'interacts with', 'gene/protein']], 'Restriction': {'disease': ['periventricular nodular heterotopia'], 'biological_process': ['neuron migration'], 'cellular_component': ['endoplasmic reticulum']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which genetic or proteomic markers are consistently undetected in samples taken from both lymph nodes and amniotic fluid?", "role": "user"}, {"content": "{'Metapath': [['anatomy', 'expression absent', 'gene/protein']], 'Restriction': {'anatomy': ['lymph nodes', 'amniotic fluid']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which pharmaceutical compounds, having a synergistic effect with Apremilast and prescribed for similar conditions, could enhance treatment efficacy for inflammatory diseases?", "role": "user"}, {"content": "{'Metapath': [['drug', 'synergistic interaction', 'drug'], ['disease', 'indication', 'drug']], 'Restriction': {'drug': ['Apremilast'], 'disease': ['inflammatory diseases']}}", "role": "assistant"}]} +{"conversations": [{"content": "List health conditions linked to the gene MST1 and which should not be treated with Triethylenetetramine.", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'associated with', 'disease'], ['drug', 'contraindication', 'disease']], 'Restriction': {'gene/protein': ['MST1'], 'drug': ['Triethylenetetramine']}}", "role": "assistant"}]} +{"conversations": [{"content": "Hello! I'm seeking a medication that enhances immune function, specifically to complement Erythropoietin and Clodronic acid. I'd like to boost my natural killer cells and macrophages to improve my resistance to infections. Can you recommend a drug suitable for this purpose?", "role": "user"}, {"content": "{'Metapath': [['drug', 'synergistic interaction', 'drug'], ['disease', 'indication', 'drug']], 'Restriction': {'drug': ['Erythropoietin', 'Clodronic acid'], 'disease': ['enhances immune function', 'boost natural killer cells', 'boost macrophages', 'improve resistance to infections']}}", "role": "assistant"}]} +{"conversations": [{"content": "Please find genes or proteins that interact with the RUNX3-controlled NOTCH signaling pathway and directly interact with p300/CBP acetyltransferase, also competing with E1A for molecular complex binding.", "role": "user"}, {"content": "{'Metapath': [['pathway', 'interacts with', 'gene/protein'], ['gene/protein', 'interacts with', 'gene/protein'], ['molecular_function', 'interacts with', 'gene/protein']], 'Restriction': {'pathway': ['RUNX3-controlled NOTCH signaling'], 'gene/protein': ['p300/CBP acetyltransferase', 'E1A']}}", "role": "assistant"}]} +{"conversations": [{"content": "Please find genes or proteins involved in Creatine metabolism that also have amidinotransferase activity.", "role": "user"}, {"content": "{'Metapath': [['biological_process', 'interacts with', 'gene/protein'], ['molecular_function', 'interacts with', 'gene/protein']], 'Restriction': {'biological_process': ['Creatine metabolism'], 'molecular_function': ['amidinotransferase activity']}}", "role": "assistant"}]} +{"conversations": [{"content": "Would you be able to pinpoint genes or proteins that interact with the POU5F1 (OCT4), SOX2, NANOG axis, specifically those that act as negative regulators of differentiation-related genes and have associations with the development of retinitis pigmentosa?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'interacts with', 'gene/protein'], ['disease', 'associated with', 'gene/protein']], 'Restriction': {'gene/protein': ['POU5F1 (OCT4)', 'SOX2', 'NANOG', 'negative regulators of differentiation-related genes'], 'disease': ['retinitis pigmentosa']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which disease associated with the VSX1 gene presents sensitivity to bright light as a symptom?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'associated with', 'disease'], ['effect/phenotype', 'phenotype present', 'disease']], 'Restriction': {'gene/protein': ['VSX1'], 'effect/phenotype': ['sensitivity to bright light']}}", "role": "assistant"}]} +{"conversations": [{"content": "What are the specific genes and proteins associated with the development of megalocornea?", "role": "user"}, {"content": "{'Metapath': [['disease', 'associated with', 'gene/protein']], 'Restriction': {'disease': ['megalocornea']}}", "role": "assistant"}]} +{"conversations": [{"content": "What disease is associated with the expression of the ABCB11 protein and results from a genetic mutation in the TJP2 gene?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'expression present', 'disease'], ['gene/protein', 'associated with', 'disease']], 'Restriction': {'gene/protein': ['ABCB11', 'TJP2']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you list the diseases related to or subtypes of type 1 atypical hemolytic uremic syndrome for differential diagnosis purposes?", "role": "user"}, {"content": "{'Metapath': [['disease', 'parent-child', 'disease']], 'Restriction': {'disease': ['type 1 atypical hemolytic uremic syndrome']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which disorders linked to CEBPA genetic anomalies, that lead to abnormal increases in body weight by disrupting the regulation of hunger and metabolism, would be deemed unsuitable for therapy involving Estradiol cypionate?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'associated with', 'disease'], ['effect/phenotype', 'linked to', 'disease'], ['drug', 'contraindication', 'disease']], 'Restriction': {'gene/protein': ['CEBPA genetic anomalies'], 'effect/phenotype': ['abnormal increases in body weight', 'disrupting the regulation of hunger and metabolism'], 'drug': ['Estradiol cypionate']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which body structures lack the expression of genes or proteins linked to immune system dysfunction?", "role": "user"}, {"content": "{'Metapath': [['disease', 'associated with', 'gene/protein', 'expression absent', 'anatomy']], 'Restriction': {'disease': ['immune system dysfunction']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you identify genes or proteins interacting with the fatty acid cycling pathway?", "role": "user"}, {"content": "{'Metapath': [['pathway', 'interacts with', 'gene/protein']], 'Restriction': {'pathway': ['fatty acid cycling']}}", "role": "assistant"}]} +{"conversations": [{"content": "What disease is associated with the VSX1 gene and considered a form of posterior corneal dystrophy?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'associated with', 'disease']], 'Restriction': {'gene/protein': ['VSX1'], 'disease': ['form of posterior corneal dystrophy']}}", "role": "assistant"}]} +{"conversations": [{"content": "Please find a pathway illustrating the interplay of FGF6 and GAB2 gene/proteins, which also aligns as a hierarchical subset or superset with the PI3K/AKT Cancer Signaling pathway.", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'interacts with', 'pathway'], ['pathway', 'parent-child', 'pathway']], 'Restriction': {'gene/protein': ['FGF6', 'GAB2'], 'pathway': ['PI3K/AKT Cancer Signaling pathway']}}", "role": "assistant"}]} +{"conversations": [{"content": "What is the diagnosis for a disease similar or related to central nervous system endodermal sinus tumor impacting the pineal gland?", "role": "user"}, {"content": "{'Metapath': [['disease', 'parent-child', 'disease']], 'Restriction': {'disease': ['central nervous system endodermal sinus tumor impacting the pineal gland']}}", "role": "assistant"}]} +{"conversations": [{"content": "Can you suggest a drug that works synergistically with Taurocholic acid and also acts on the SLCO1B3 gene/protein?", "role": "user"}, {"content": "{'Metapath': [['drug', 'synergistic interaction', 'drug'], ['gene/protein', 'target', 'drug']], 'Restriction': {'drug': ['Taurocholic acid'], 'gene/protein': ['SLCO1B3']}}", "role": "assistant"}]} +{"conversations": [{"content": "Identify the signaling pathways where continuous activation of FGFR3 mutants occurs and which have a connection with the activation of FGFR3 mutant receptors, with an emphasis on those pathways that share interactions with the same genes or proteins influenced by the activation of FGFR3 mutant receptors.", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'interacts with', 'pathway'], ['gene/protein', 'interacts with', 'pathway']], 'Restriction': {'gene/protein': ['FGFR3 mutants', 'genes or proteins influenced by the activation of FGFR3 mutant receptors']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which disorders are linked to or fall under the category of progressive peripheral pterygium and often manifest with chronic fatigue and respiratory issues?", "role": "user"}, {"content": "{'Metapath': [['exposure', 'linked to', 'disease'], ['disease', 'parent-child', 'disease']], 'Restriction': {'disease': ['progressive peripheral pterygium', 'chronic fatigue', 'respiratory issues']}}", "role": "assistant"}]} +{"conversations": [{"content": "Can you identify any medications I'm taking that could contribute to excessive daytime sleepiness and the abnormal thickening in my abdominal region?", "role": "user"}, {"content": "{'Metapath': [['effect/phenotype', 'side effect', 'drug']], 'Restriction': {'effect/phenotype': ['excessive daytime sleepiness', 'abnormal thickening in my abdominal region']}}", "role": "assistant"}]} +{"conversations": [{"content": "Please find genes or proteins that interact with the tail-anchored protein insertion pathway in the ER membrane and also have ATPase-associated activity.", "role": "user"}, {"content": "{'Metapath': [['pathway', 'interacts with', 'gene/protein'], ['molecular_function', 'interacts with', 'gene/protein']], 'Restriction': {'pathway': ['tail-anchored protein insertion pathway in the ER membrane'], 'molecular_function': ['ATPase-associated activity']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which cellular structures are affected by interactions with genes or proteins that 2-[N'-(4-amino-butyl)-hydrazinocarbonyl]-pyrrolidine-1-carboxylic acid benzyl ester targets?", "role": "user"}, {"content": "{'Metapath': [['drug', 'target', 'gene/protein', 'interacts with', 'cellular_component']], 'Restriction': {'drug': [\"2-[N'-(4-amino-butyl)-hydrazinocarbonyl]-pyrrolidine-1-carboxylic acid benzyl ester\"]}}", "role": "assistant"}]} +{"conversations": [{"content": "Which anatomical structures lack expression of genes or proteins involved in the interaction with the pointed end of actin filament caps?", "role": "user"}, {"content": "{'Metapath': [['cellular_component', 'interacts with', 'gene/protein', 'expression absent', 'anatomy']], 'Restriction': {'cellular_component': ['pointed end of actin filament caps']}}", "role": "assistant"}]} +{"conversations": [{"content": "Identify the corpus uteri squamous cell carcinoma-linked gene coding for a BCL-2 family protein that also interacts with protein complex binding.", "role": "user"}, {"content": "{'Metapath': [['disease', 'associated with', 'gene/protein'], ['molecular_function', 'interacts with', 'gene/protein']], 'Restriction': {'disease': ['corpus uteri squamous cell carcinoma'], 'gene/protein': ['BCL-2 family protein'], 'molecular_function': ['protein complex binding']}}", "role": "assistant"}]} +{"conversations": [{"content": "Please find genes or proteins associated with idiopathic scoliosis susceptibility that also interact with the SOX2 protein, and retrieve the corresponding data from the database.", "role": "user"}, {"content": "{'Metapath': [['disease', 'associated with', 'gene/protein'], ['gene/protein', 'interacts with', 'gene/protein']], 'Restriction': {'disease': ['idiopathic scoliosis susceptibility'], 'gene/protein': ['SOX2']}}", "role": "assistant"}]} +{"conversations": [{"content": "What is the name of a pharmaceutical agent that blocks both the formation of folic acid and mycobactin in Mycobacterium tuberculosis and also affects the genes or proteins associated with the activity of arachidonate 8(S)-lipoxygenase?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'target', 'drug']], 'Restriction': {'gene/protein': ['associated with the activity of arachidonate 8(S)-lipoxygenase']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which gene or protein, found in the chromosome 19 region 19q13.13-q13.2, is involved in the RHO GTPases-PKN pathway, belongs to the CPI-17 family, inhibits protein phosphatase 1, and enhances smooth muscle contraction by increasing myosin phosphorylation?", "role": "user"}, {"content": "{'Metapath': [['pathway', 'interacts with', 'gene/protein']], 'Restriction': {'gene/protein': ['found in the chromosome 19 region 19q13.13-q13.2', 'belongs to the CPI-17 family', 'inhibits protein phosphatase 1', 'enhances smooth muscle contraction by increasing myosin phosphorylation'], 'pathway': ['RHO GTPases-PKN pathway']}}", "role": "assistant"}]} +{"conversations": [{"content": "What phenotype or manifestation is associated with the subtype of pericarditis caused by Histoplasma infection?", "role": "user"}, {"content": "{'Metapath': [['disease', 'phenotype present', 'effect/phenotype']], 'Restriction': {'disease': ['subtype of pericarditis caused by Histoplasma infection']}}", "role": "assistant"}]} +{"conversations": [{"content": "Can you suggest a pill or tablet that inhibits the MME gene-associated membrane metalloendopeptidase?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'target', 'drug']], 'Restriction': {'gene/protein': ['MME gene-associated membrane metalloendopeptidase']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you find a drug that acts on the PRSS3 protein in tablet or capsule form?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'target', 'drug']], 'Restriction': {'gene/protein': ['PRSS3']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which gene or protein interacts with gamma-catenin and is involved in the pathway where TCF/LEF:CTNNB1 complexes bind to target gene promoters?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'interacts with', 'gene/protein'], ['pathway', 'interacts with', 'gene/protein']], 'Restriction': {'gene/protein': ['gamma-catenin'], 'pathway': ['TCF/LEF:CTNNB1 complexes bind to target gene promoters']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which gene or protein facilitates the transport of drugs that exhibit synergistic effects when combined with 3-isobutyl-1-methyl-7H-xanthine, similar to the function of ATP binding cassette subfamily B member 1?", "role": "user"}, {"content": "{'Metapath': [['drug', 'synergistic interaction', 'drug', 'transporter', 'gene/protein']], 'Restriction': {'drug': ['3-isobutyl-1-methyl-7H-xanthine'], 'gene/protein': ['ATP binding cassette subfamily B member 1']}}", "role": "assistant"}]} +{"conversations": [{"content": "What drugs actively target the CCR2 gene or its associated protein?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'target', 'drug']], 'Restriction': {'gene/protein': ['CCR2']}}", "role": "assistant"}]} +{"conversations": [{"content": "Identify genes or proteins that exhibit interaction with ANOS1 and are concurrently implicated in a common pathological condition.", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'ppi', 'gene/protein'], ['disease', 'associated with', 'gene/protein']], 'Restriction': {'gene/protein': ['ANOS1']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which hepatic transporter protein facilitates the carriage of organic ions and plays a role in the collaborative drug interaction with Diphemanil, aiding in their mutual transport?", "role": "user"}, {"content": "{'Metapath': [['drug', 'synergistic interaction', 'drug', 'transporter', 'gene/protein']], 'Restriction': {'drug': ['Diphemanil'], 'gene/protein': ['hepatic transporter protein', 'facilitates the carriage of organic ions']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you identify diseases related to mediastinum teratoma in terms of hierarchy and discuss their usual causes and symptoms?", "role": "user"}, {"content": "{'Metapath': [['disease', 'parent-child', 'disease']], 'Restriction': {'disease': ['mediastinum teratoma', 'related diseases', 'usual causes', 'symptoms']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which gene or protein is associated with Johanson-Blizzard syndrome and acts as an E3 ubiquitin-protein ligase in the N-end rule pathway of protein degradation?", "role": "user"}, {"content": "{'Metapath': [['disease', 'associated with', 'gene/protein'], ['pathway', 'interacts with', 'gene/protein']], 'Restriction': {'disease': ['Johanson-Blizzard syndrome'], 'pathway': ['N-end rule pathway of protein degradation'], 'gene/protein': ['E3 ubiquitin-protein ligase']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which anatomical structures lack expression of genes or proteins involved in the modulation of isotype switching?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'expression absent', 'anatomy']], 'Restriction': {'gene/protein': ['involved in the modulation of isotype switching']}}", "role": "assistant"}]} +{"conversations": [{"content": "Please find a biological pathway that interacts with the ALOX12 gene/protein and is involved in the production of hepoxilins and trioxilins.", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'interacts with', 'pathway']], 'Restriction': {'gene/protein': ['ALOX12'], 'pathway': ['involved in the production of hepoxilins and trioxilins']}}", "role": "assistant"}]} +{"conversations": [{"content": "What drugs actively target the SLCO1B3 gene/protein?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'target', 'drug']], 'Restriction': {'gene/protein': ['SLCO1B3']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which disorder, characterized by frequent severe bacterial infections and significantly low neutrophil levels due to JAGN1 gene mutations, should be considered a contraindication for medications prescribed for tinea barbae?", "role": "user"}, {"content": "{'Metapath': [['drug', 'contraindication', 'disease'], ['gene/protein', 'associated with', 'disease']], 'Restriction': {'disease': ['frequent severe bacterial infections', 'significantly low neutrophil levels'], 'gene/protein': ['JAGN1'], 'drug': ['medications prescribed for tinea barbae']}}", "role": "assistant"}]} +{"conversations": [{"content": "Can you recommend any medications that effectively address both constipation and indigestion, possibly including mineral supplements?", "role": "user"}, {"content": "{'Metapath': [['disease', 'indication', 'drug']], 'Restriction': {'disease': ['constipation', 'indigestion']}}", "role": "assistant"}]} +{"conversations": [{"content": "Can you find any genes or proteins involved in linking with the nuclear meiotic cohesin complex, contributing to synaptonemal complex assembly, and showing DNA packaging affinity via chromatin binding?", "role": "user"}, {"content": "{'Metapath': [['cellular_component', 'interacts with', 'gene/protein'], ['biological_process', 'interacts with', 'gene/protein'], ['molecular_function', 'interacts with', 'gene/protein']], 'Restriction': {'cellular_component': ['nuclear meiotic cohesin complex'], 'biological_process': ['synaptonemal complex assembly'], 'molecular_function': ['DNA packaging affinity via chromatin binding']}}", "role": "assistant"}]} +{"conversations": [{"content": "What drugs enhance the effectiveness of Glisoxepide when taken together and are used to treat light-induced seizures?", "role": "user"}, {"content": "{'Metapath': [['drug', 'synergistic interaction', 'drug'], ['disease', 'indication', 'drug']], 'Restriction': {'drug': ['Glisoxepide'], 'disease': ['light-induced seizures']}}", "role": "assistant"}]} +{"conversations": [{"content": "I'm looking for a disease that falls under both vaginal disease and vaginal cancer in the disease classification system. Can you give me information on a specific condition that is a subclass of these two categories?", "role": "user"}, {"content": "{'Metapath': [['disease', 'parent-child', 'disease']], 'Restriction': {'disease': ['vaginal disease', 'vaginal cancer']}}", "role": "assistant"}]} +{"conversations": [{"content": "Please supply a compilation of genes and proteins involved in both the telomere extension via telomerase interaction and the assembly of H/ACA-box ribonucleoproteins, crucial for ribosomal RNA maturation, spliceosomal snRNA modification, and telomerase stabilization.", "role": "user"}, {"content": "{'Metapath': [['biological_process', 'interacts with', 'gene/protein']], 'Restriction': {'biological_process': ['telomere extension via telomerase interaction', 'assembly of H/ACA-box ribonucleoproteins', 'ribosomal RNA maturation', 'spliceosomal snRNA modification', 'telomerase stabilization']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which gene or protein mediates protein binding, is involved in Nuclear Receptor signaling, and contributes to autophagy?", "role": "user"}, {"content": "{'Metapath': [['molecular_function', 'interacts with', 'gene/protein'], ['pathway', 'interacts with', 'gene/protein'], ['biological_process', 'interacts with', 'gene/protein']], 'Restriction': {'molecular_function': ['protein binding'], 'pathway': ['Nuclear Receptor signaling'], 'biological_process': ['autophagy']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which gene or protein is consistently unexpressed in the left ventricle of the heart as well as the pituitary gland?", "role": "user"}, {"content": "{'Metapath': [['anatomy', 'expression absent', 'gene/protein']], 'Restriction': {'anatomy': ['left ventricle of the heart', 'pituitary gland']}}", "role": "assistant"}]} +{"conversations": [{"content": "What type of dermatitis or similar skin condition is treatable with Triamcinolone?", "role": "user"}, {"content": "{'Metapath': [['drug', 'indication', 'disease']], 'Restriction': {'drug': ['Triamcinolone']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which anatomical structures lack the expression of genes or proteins typically linked to nasal obstruction?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'expression absent', 'anatomy']], 'Restriction': {'anatomy': ['anatomical structures'], 'gene/protein': ['typically linked to nasal obstruction']}}", "role": "assistant"}]} +{"conversations": [{"content": "What are the treatment options for managing relapsing-remitting multiple sclerosis, particularly for alleviating the fluctuating symptoms?", "role": "user"}, {"content": "{'Metapath': [['disease', 'indication', 'drug']], 'Restriction': {'disease': ['relapsing-remitting multiple sclerosis', 'fluctuating symptoms']}}", "role": "assistant"}]} +{"conversations": [{"content": "Identify genes or proteins exhibiting interaction with PPBP and sharing an associated effect or phenotype.", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'ppi', 'gene/protein'], ['effect/phenotype', 'associated with', 'gene/protein']], 'Restriction': {'gene/protein': ['PPBP']}}", "role": "assistant"}]} +{"conversations": [{"content": "What gene or protein is associated with benign neonatal seizures and participates in creating an M-channel by interacting with the products of KCNQ2 or KCNQ5?", "role": "user"}, {"content": "{'Metapath': [['disease', 'associated with', 'gene/protein'], ['gene/protein', 'ppi', 'gene/protein']], 'Restriction': {'disease': ['benign neonatal seizures'], 'gene/protein': ['KCNQ2', 'KCNQ5']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which gene or protein interacts with ubiquitin protein ligase and also participates in the TriC/CCT complex pathway involved in target protein biosynthesis?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'interacts with', 'gene/protein'], ['pathway', 'interacts with', 'gene/protein']], 'Restriction': {'gene/protein': ['ubiquitin protein ligase'], 'pathway': ['TriC/CCT complex pathway involved in target protein biosynthesis']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which anatomical structures lack the expression of genes or proteins involved in the biosynthesis of very long-chain fatty acids?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'expression absent', 'anatomy']], 'Restriction': {'gene/protein': ['involved in the biosynthesis of very long-chain fatty acids']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you identify the biological pathways that interact with the GNB3 gene/protein, fall under the 'Regulation of insulin secretion' category, and also contribute to the regulation of insulin release?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'interacts with', 'pathway']], 'Restriction': {'gene/protein': ['GNB3'], 'pathway': ['Regulation of insulin secretion', 'regulation of insulin release']}}", "role": "assistant"}]} +{"conversations": [{"content": "What cellular pathway interacts with the PLA2G4A gene/protein in the inner mitochondrial membranes and endoplasmic reticulum and includes deacylation and re-acylation sequences leading to unsaturated fatty acid-rich mature cardiolipin synthesis?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'interacts with', 'pathway']], 'Restriction': {'gene/protein': ['PLA2G4A'], 'cellular_component': ['inner mitochondrial membranes', 'endoplasmic reticulum'], 'biological_process': ['deacylation and re-acylation sequences', 'unsaturated fatty acid-rich mature cardiolipin synthesis']}}", "role": "assistant"}]} +{"conversations": [{"content": "What are the characteristics or manifestations observed in the subtype of gynecomastia that occurs in infants?", "role": "user"}, {"content": "{'Metapath': [['disease', 'phenotype present', 'effect/phenotype']], 'Restriction': {'disease': ['gynecomastia in infants']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which currently known drugs target cytochrome b5 type A (CYB5A)?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'target', 'drug']], 'Restriction': {'gene/protein': ['cytochrome b5 type A (CYB5A)']}}", "role": "assistant"}]} +{"conversations": [{"content": "Identify genes or proteins that both bind to chromatin functionally and interact with GATA2, and are known for their chromatin-binding properties.", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'interacts with', 'gene/protein'], ['cellular_component', 'interacts with', 'gene/protein']], 'Restriction': {'gene/protein': ['GATA2'], 'cellular_component': ['chromatin']}}", "role": "assistant"}]} +{"conversations": [{"content": "Can you list diseases associated with the KYNU gene or protein that also fall under the category of facial cleft disorders or have subtypes related to them?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'associated with', 'disease'], ['disease', 'parent-child', 'disease']], 'Restriction': {'gene/protein': ['KYNU'], 'disease': ['facial cleft disorders', 'subtypes related to facial cleft disorders']}}", "role": "assistant"}]} +{"conversations": [{"content": "Identify monoamine oxidase inhibitors that were discontinued and also exhibited synergistic effects when combined with Protriptyline, with both drugs having been formerly prescribed for the same medical condition.", "role": "user"}, {"content": "{'Metapath': [['disease', 'off-label use', 'drug'], ['drug', 'synergistic interaction', 'drug']], 'Restriction': {'drug': ['monoamine oxidase inhibitors', 'Protriptyline'], 'disease': ['same medical condition']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which diseases link to abnormal heart rhythm and have both an X-linked recessive pattern and a connection to the GATA1 gene?", "role": "user"}, {"content": "{'Metapath': [['effect/phenotype', 'linked to', 'disease'], ['gene/protein', 'associated with', 'disease']], 'Restriction': {'effect/phenotype': ['abnormal heart rhythm'], 'disease': ['X-linked recessive pattern'], 'gene/protein': ['GATA1']}}", "role": "assistant"}]} +{"conversations": [{"content": "Identify medications that interact synergistically with Dyclonine and are also approved for treating the same medical condition.", "role": "user"}, {"content": "{'Metapath': [['drug', 'synergistic interaction', 'drug'], ['disease', 'indication', 'drug']], 'Restriction': {'drug': ['Dyclonine']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which gene or protein interacts with the amino acid transport pathway in plasma membranes, aids in L-amino acid translocation, and is known to increase glutamine and histidine transport in non-small cell lung carcinoma models?", "role": "user"}, {"content": "{'Metapath': [['pathway', 'interacts with', 'gene/protein']], 'Restriction': {'pathway': ['amino acid transport pathway in plasma membranes'], 'effect/phenotype': ['aids in L-amino acid translocation', 'known to increase glutamine and histidine transport in non-small cell lung carcinoma models']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which pharmaceutical agents, aimed at modulating the activity of genes or proteins associated with flavin adenine dinucleotide (FAD) interactions, have potential therapeutic applications in ocular disorders attributable to riboflavin (vitamin B2) insufficiency?", "role": "user"}, {"content": "{'Metapath': [['disease', 'associated with', 'gene/protein', 'target', 'drug']], 'Restriction': {'gene/protein': ['flavin adenine dinucleotide (FAD) interactions'], 'disease': ['ocular disorders attributable to riboflavin (vitamin B2) insufficiency']}}", "role": "assistant"}]} +{"conversations": [{"content": "Can you give me a roundup of medicines in pill or tablet form that target the enzyme PKM?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'target', 'drug']], 'Restriction': {'gene/protein': ['PKM']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which biological processes share a similar interaction pattern with genes or proteins as observed in the regulation of the arginine metabolism pathway?", "role": "user"}, {"content": "{'Metapath': [['pathway', 'interacts with', 'gene/protein', 'interacts with', 'biological_process']], 'Restriction': {'pathway': ['arginine metabolism']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you list all tablet or capsule medications in our database that target GSK3B and AKT1 proteins?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'target', 'drug']], 'Restriction': {'gene/protein': ['GSK3B', 'AKT1']}}", "role": "assistant"}]} +{"conversations": [{"content": "What are the precursor and subsequent conditions related to pulmonary blastoma according to the database?", "role": "user"}, {"content": "{'Metapath': [['disease', 'parent-child', 'disease']], 'Restriction': {'disease': ['pulmonary blastoma', 'precursor and subsequent conditions']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which diseases linked to the IL31RA gene/protein also have a hereditary connection with amyloidosis?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'associated with', 'disease'], ['exposure', 'linked to', 'disease']], 'Restriction': {'gene/protein': ['IL31RA'], 'exposure': ['hereditary connection with amyloidosis']}}", "role": "assistant"}]} +{"conversations": [{"content": "I have acute myeloid leukemia with the t(9;11)(p22;q23) chromosomal abnormality and am also treating kidney cancer. My medical team is focusing on immunotherapy. I'm interested in complementing my current regimen with Diazoxide. Could you recommend drugs that enhance Diazoxide's efficacy and promote lymphocyte activity?", "role": "user"}, {"content": "{'Metapath': [['drug', 'synergistic interaction', 'drug'], ['disease', 'indication', 'drug']], 'Restriction': {'disease': ['acute myeloid leukemia', 'kidney cancer'], 'drug': ['Diazoxide']}}", "role": "assistant"}]} +{"conversations": [{"content": "Identify proteins or genes demonstrating interaction with DNAJC13 and concurrently linked to an identical pathological condition.", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'ppi', 'gene/protein'], ['disease', 'associated with', 'gene/protein']], 'Restriction': {'gene/protein': ['DNAJC13']}}", "role": "assistant"}]} +{"conversations": [{"content": "What are the characteristic effects or phenotypes associated with different subtypes of keratopathy?", "role": "user"}, {"content": "{'Metapath': [['disease', 'parent-child', 'disease', 'phenotype present', 'effect/phenotype']], 'Restriction': {'disease': ['different subtypes of keratopathy']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which anatomical structures lack the expression of genes or proteins involved in the modulation of long-term synaptic depression?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'expression absent', 'anatomy']], 'Restriction': {'gene/protein': ['involved in the modulation of long-term synaptic depression']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which pharmacological agents targeting the growth hormone signaling pathway can enhance patient growth rates through interactions with genetic or proteomic elements influencing growth hormone receptor function?", "role": "user"}, {"content": "{'Metapath': [['pathway', 'interacts with', 'gene/protein', 'target', 'drug']], 'Restriction': {'pathway': ['growth hormone signaling pathway'], 'gene/protein': ['influencing growth hormone receptor function']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you recommend a medication for pulmonary tuberculosis that may also potentially lead to leukopenia as a side effect?", "role": "user"}, {"content": "{'Metapath': [['disease', 'indication', 'drug'], ['effect/phenotype', 'side effect', 'drug']], 'Restriction': {'disease': ['pulmonary tuberculosis'], 'effect/phenotype': ['leukopenia']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which proteins or genes are consistently not expressed in the vermiform appendix and the primary visual cortex?", "role": "user"}, {"content": "{'Metapath': [['anatomy', 'expression absent', 'gene/protein']], 'Restriction': {'anatomy': ['vermiform appendix', 'primary visual cortex']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you please list illnesses for which there are no approved drugs that manifest with abnormalities in cerebrospinal fluid and lead to ataxia as a result of cerebellar neurodegeneration?", "role": "user"}, {"content": "{'Metapath': [['effect/phenotype', 'phenotype absent', 'disease'], ['effect/phenotype', 'phenotype present', 'disease']], 'Restriction': {'effect/phenotype': ['abnormalities in cerebrospinal fluid', 'ataxia as a result of cerebellar neurodegeneration']}}", "role": "assistant"}]} +{"conversations": [{"content": "What signaling pathway exhibits a hierarchical relationship with the Transcriptional Regulation by TP53 pathway and impacts the function of tumor protein p53?", "role": "user"}, {"content": "{'Metapath': [['pathway', 'parent-child', 'pathway'], ['gene/protein', 'interacts with', 'pathway']], 'Restriction': {'pathway': ['Transcriptional Regulation by TP53'], 'gene/protein': ['tumor protein p53']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which anatomical structures lack the expression of genes or proteins involved in the modulation of interferon-gamma synthesis?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'expression absent', 'anatomy']], 'Restriction': {'gene/protein': ['involved in the modulation of interferon-gamma synthesis']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which medication shares a gene or protein transporter with Tamibarotene and selectively targets both alpha and beta isotypes of the retinoic acid receptor?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'transporter', 'drug'], ['gene/protein', 'target', 'drug']], 'Restriction': {'drug': ['Tamibarotene'], 'gene/protein': ['alpha and beta isotypes of the retinoic acid receptor']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which anatomical structures display expression of genes or proteins that influence the transport mechanisms for Dextroamphetamine?", "role": "user"}, {"content": "{'Metapath': [['drug', 'transporter', 'gene/protein', 'expression present', 'anatomy']], 'Restriction': {'drug': ['Dextroamphetamine']}}", "role": "assistant"}]} +{"conversations": [{"content": "Can you find genes or proteins that interact with the ChREBP-induced metabolic gene expression pathway and primarily reside in the endoplasmic reticulum?", "role": "user"}, {"content": "{'Metapath': [['pathway', 'interacts with', 'gene/protein'], ['cellular_component', 'interacts with', 'gene/protein']], 'Restriction': {'pathway': ['ChREBP-induced metabolic gene expression pathway'], 'cellular_component': ['endoplasmic reticulum']}}", "role": "assistant"}]} +{"conversations": [{"content": "Can you list medications that interact synergistically with Tioguanine for treating a particular condition and possess a half-life ranging from 20 to 48 hours?", "role": "user"}, {"content": "{'Metapath': [['drug', 'synergistic interaction', 'drug']], 'Restriction': {'drug': ['Tioguanine', 'half-life ranging from 20 to 48 hours']}}", "role": "assistant"}]} +{"conversations": [{"content": "What are the medical conditions linked to transferrin abnormalities and incompatible with ethinylestradiol usage that could lead to obesity as a result of genetic alterations?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'linked to', 'disease'], ['drug', 'contraindication', 'disease'], ['effect/phenotype', 'phenotype present', 'disease']], 'Restriction': {'gene/protein': ['transferrin abnormalities'], 'drug': ['ethinylestradiol'], 'effect/phenotype': ['obesity as a result of genetic alterations']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you tell me which subtype of glycogen storage disease linked to glucose-6-phosphatase deficiency falls within the larger group of glycogen storage disorders?", "role": "user"}, {"content": "{'Metapath': [['disease', 'parent-child', 'disease'], ['gene/protein', 'linked to', 'disease']], 'Restriction': {'gene/protein': ['glucose-6-phosphatase deficiency'], 'disease': ['glycogen storage disease', 'glycogen storage disorders']}}", "role": "assistant"}]} +{"conversations": [{"content": "Can you supply a list of drugs used to treat peptic ulcers that should be avoided by those with narrow-angle glaucoma and may also lead to vertigo?", "role": "user"}, {"content": "{'Metapath': [['disease', 'contraindication', 'drug'], ['disease', 'indication', 'drug'], ['effect/phenotype', 'side effect', 'drug']], 'Restriction': {'disease': ['peptic ulcers', 'narrow-angle glaucoma'], 'effect/phenotype': ['vertigo']}}", "role": "assistant"}]} +{"conversations": [{"content": "Identify genes or proteins capable of interacting with CSNK2A1, sharing associated phenotypes/effects, and involved in the regulation of neural development.", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'ppi', 'gene/protein'], ['effect/phenotype', 'associated with', 'gene/protein'], ['biological_process', 'interacts with', 'gene/protein']], 'Restriction': {'gene/protein': ['CSNK2A1'], 'biological_process': ['regulation of neural development']}}", "role": "assistant"}]} +{"conversations": [{"content": "Please find a gene or protein involved in both cytoskeletal remodeling and cellular extension through IPP complex interactions and also showing PPI with HSP90AB1 molecular chaperone.", "role": "user"}, {"content": "{'Metapath': [['biological_process', 'interacts with', 'gene/protein'], ['gene/protein', 'ppi', 'gene/protein']], 'Restriction': {'biological_process': ['cytoskeletal remodeling', 'cellular extension through IPP complex interactions'], 'gene/protein': ['HSP90AB1 molecular chaperone']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which gene or protein is concurrently deficient in the renal cortex and the vastus lateralis muscle?", "role": "user"}, {"content": "{'Metapath': [['anatomy', 'expression absent', 'gene/protein']], 'Restriction': {'anatomy': ['renal cortex', 'vastus lateralis muscle']}}", "role": "assistant"}]} +{"conversations": [{"content": "I need a list of genes and proteins that bind with SEPTIN11, are involved in cellular protein localization, and exhibit GTPase activity.", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'interacts with', 'gene/protein'], ['biological_process', 'interacts with', 'gene/protein'], ['molecular_function', 'interacts with', 'gene/protein']], 'Restriction': {'gene/protein': ['SEPTIN11'], 'biological_process': ['cellular protein localization'], 'molecular_function': ['GTPase activity']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which illnesses lacking pharmacological treatments are linked to Bradykinesia, and typically present in individuals in their fifties with symptoms that impair gait, characterized by a slowed pace, hesitation, and a gradual onset of gait freezing, along with difficulties in speech and handwriting?", "role": "user"}, {"content": "{'Metapath': [['effect/phenotype', 'phenotype present', 'disease'], ['drug', 'off-label use', 'disease']], 'Restriction': {'disease': ['illnesses lacking pharmacological treatments', 'typically present in individuals in their fifties', 'symptoms that impair gait', 'slowed pace', 'hesitation', 'gradual onset of gait freezing', 'difficulties in speech and handwriting'], 'effect/phenotype': ['Bradykinesia']}}", "role": "assistant"}]} +{"conversations": [{"content": "What pathway interacts with RPL13A and is hierarchically linked to Eukaryotic Translation Elongation?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'interacts with', 'pathway'], ['pathway', 'parent-child', 'pathway']], 'Restriction': {'gene/protein': ['RPL13A'], 'pathway': ['Eukaryotic Translation Elongation']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you recommend medications for clear cell renal carcinoma suitable for someone with hemoglobinopathy to avoid adverse interactions?", "role": "user"}, {"content": "{'Metapath': [['disease', 'indication', 'drug'], ['disease', 'contraindication', 'drug']], 'Restriction': {'disease': ['clear cell renal carcinoma', 'hemoglobinopathy']}}", "role": "assistant"}]} +{"conversations": [{"content": "What are the drugs known to target GLIPR1 gene/protein interactions?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'target', 'drug']], 'Restriction': {'gene/protein': ['GLIPR1']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which drugs have demonstrated molecular interactions with mannose-binding lectin 2 (MBL2)?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'target', 'drug']], 'Restriction': {'gene/protein': ['mannose-binding lectin 2 (MBL2)']}}", "role": "assistant"}]} +{"conversations": [{"content": "Hello, could you suggest antibiotics effective against a staphylococcus aureus infection that inhibit bacterial cell wall synthesis?", "role": "user"}, {"content": "{'Metapath': [['disease', 'indication', 'drug']], 'Restriction': {'disease': ['staphylococcus aureus infection'], 'drug': ['antibiotics that inhibit bacterial cell wall synthesis']}}", "role": "assistant"}]} +{"conversations": [{"content": "What disease is indicated by distal lower limb weakness, linked to the SOD1 gene, and progresses to widespread muscular atrophy including the trunk, leading to pronounced hyperlordosis and impaired breathing?", "role": "user"}, {"content": "{'Metapath': [['effect/phenotype', 'phenotype present', 'disease'], ['gene/protein', 'associated with', 'disease']], 'Restriction': {'effect/phenotype': ['distal lower limb weakness', 'widespread muscular atrophy including the trunk', 'pronounced hyperlordosis', 'impaired breathing'], 'gene/protein': ['SOD1']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which gene or protein is consistently not expressed in the vermiform appendix and the decidua?", "role": "user"}, {"content": "{'Metapath': [['anatomy', 'expression absent', 'gene/protein']], 'Restriction': {'anatomy': ['vermiform appendix', 'decidua']}}", "role": "assistant"}]} +{"conversations": [{"content": "Can you suggest medications targeting the GC gene/protein with a proven synergy with AVE9633?", "role": "user"}, {"content": "{'Metapath': [['drug', 'synergistic interaction', 'drug'], ['gene/protein', 'target', 'drug']], 'Restriction': {'gene/protein': ['GC'], 'drug': ['AVE9633']}}", "role": "assistant"}]} +{"conversations": [{"content": "Search for cellular pathways connected to the events involving Cyclin A, B1, and B2 during the G2/M phase transition that also demonstrate interaction with a common gene or protein.", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'interacts with', 'pathway']], 'Restriction': {'gene/protein': ['Cyclin A', 'Cyclin B1', 'Cyclin B2'], 'pathway': ['events involving G2/M phase transition']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you provide information on any medications that interact synergistically with Edetic Acid in the treatment of a particular condition, also possess stomach acid neutralizing properties, and are prescribed for the management of ulcers or acid reflux?", "role": "user"}, {"content": "{'Metapath': [['drug', 'synergistic interaction', 'drug'], ['disease', 'indication', 'drug']], 'Restriction': {'drug': ['Edetic Acid', 'stomach acid neutralizing properties'], 'disease': ['ulcers', 'acid reflux']}}", "role": "assistant"}]} +{"conversations": [{"content": "What drugs engage in enzyme interactions with the product of the CYP26A1 gene?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'enzyme', 'drug']], 'Restriction': {'gene/protein': ['CYP26A1']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which gene or protein is consistently unexpressed in the nucleus accumbens as well as the synovial layer?", "role": "user"}, {"content": "{'Metapath': [['anatomy', 'expression absent', 'gene/protein']], 'Restriction': {'anatomy': ['nucleus accumbens', 'synovial layer']}}", "role": "assistant"}]} +{"conversations": [{"content": "I'm researching cell surface interactions within vascular pathways and am in search of any pathways where Basigin mediates interactions with different proteins at the cellular membrane, as well as being involved in mechanisms at the vascular wall. Could you provide information on any such pathways where Basigin is a common factor, especially those associated with cell surface processes in the vascular context?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'interacts with', 'pathway']], 'Restriction': {'gene/protein': ['Basigin'], 'cellular_component': ['cell surface', 'vascular wall']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which gene or protein is associated with branchiootorenal syndrome, regulates cell aging via p16INK4A, and plays a major role in the progression of hepatocellular carcinoma?", "role": "user"}, {"content": "{'Metapath': [['disease', 'associated with', 'gene/protein'], ['biological_process', 'interacts with', 'gene/protein']], 'Restriction': {'disease': ['branchiootorenal syndrome', 'hepatocellular carcinoma'], 'biological_process': ['cell aging via p16INK4A']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you help me find medications targeting the EPHB4 gene/protein with solid formulary options in our database?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'target', 'drug']], 'Restriction': {'gene/protein': ['EPHB4']}}", "role": "assistant"}]} +{"conversations": [{"content": "Identify a gene or protein that both interacts with the NCAM1 pathway and forms a PPI with the KCND2 gene/protein.", "role": "user"}, {"content": "{'Metapath': [['pathway', 'interacts with', 'gene/protein'], ['gene/protein', 'ppi', 'gene/protein']], 'Restriction': {'pathway': ['NCAM1'], 'gene/protein': ['KCND2']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which gene or protein is lacking in both the myometrium and metanephric tissue?", "role": "user"}, {"content": "{'Metapath': [['anatomy', 'expression absent', 'gene/protein']], 'Restriction': {'anatomy': ['myometrium', 'metanephric tissue']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you identify any hereditary diseases associated with striatonigral degeneration that involve a genetic mutation in the PDE10A gene and can be inherited from a parent?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'associated with', 'disease'], ['disease', 'parent-child', 'disease']], 'Restriction': {'disease': ['hereditary', 'striatonigral degeneration'], 'gene/protein': ['PDE10A']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which phenotypic manifestations or effects are associated with variants of foveal hypoplasia?", "role": "user"}, {"content": "{'Metapath': [['disease', 'phenotype present', 'effect/phenotype'], ['gene/protein', 'associated with', 'effect/phenotype']], 'Restriction': {'disease': ['foveal hypoplasia']}}", "role": "assistant"}]} +{"conversations": [{"content": "What conditions with syndromic anorectal malformations are contraindicated for Naltrexone treatment?", "role": "user"}, {"content": "{'Metapath': [['drug', 'contraindication', 'disease']], 'Restriction': {'disease': ['syndromic anorectal malformations'], 'drug': ['Naltrexone']}}", "role": "assistant"}]} +{"conversations": [{"content": "Can you find a pathway involved in intracellular organelle trafficking that serves as a part of the larger Vesicle-mediated transport system?", "role": "user"}, {"content": "{'Metapath': [['pathway', 'parent-child', 'pathway']], 'Restriction': {'pathway': ['intracellular organelle trafficking', 'part of the larger Vesicle-mediated transport system']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which genes or proteins play a role in the TNF receptor signaling pathway and also interact with the genes or proteins responsible for the regulation of bicarbonate transport?", "role": "user"}, {"content": "{'Metapath': [['pathway', 'interacts with', 'gene/protein'], ['gene/protein', 'interacts with', 'gene/protein']], 'Restriction': {'pathway': ['TNF receptor signaling pathway'], 'gene/protein': ['responsible for the regulation of bicarbonate transport']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which anticoagulant medication that functions as a factor Xa inhibitor works synergistically with a medication known to cause pituitary prolactinoma as a side effect, with the combined effect of enhancing blood coagulation inhibition?", "role": "user"}, {"content": "{'Metapath': [['drug', 'synergistic interaction', 'drug'], ['effect/phenotype', 'side effect', 'drug']], 'Restriction': {'drug': ['anticoagulant medication that functions as a factor Xa inhibitor', 'medication known to cause pituitary prolactinoma as a side effect'], 'effect/phenotype': ['enhancing blood coagulation inhibition']}}", "role": "assistant"}]} +{"conversations": [{"content": "Can you provide me with a list of medications that, when co-administered with Repaglinide for treating the same health condition, exhibit synergistic effects and share a hepatic route of metabolism similar to that of Repaglinide?", "role": "user"}, {"content": "{'Metapath': [['drug', 'synergistic interaction', 'drug']], 'Restriction': {'drug': ['Repaglinide', 'share a hepatic route of metabolism']}}", "role": "assistant"}]} +{"conversations": [{"content": "Can you compile a list of drugs that target the androgen receptor, interact with the enzyme CYP19A1 as either substrates or inhibitors, and also provide their molecular weights?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'target', 'drug'], ['gene/protein', 'enzyme', 'drug']], 'Restriction': {'gene/protein': ['androgen receptor', 'CYP19A1']}}", "role": "assistant"}]} +{"conversations": [{"content": "Identify compounds that act on CYP1A2 as enzyme modulators and are used to treat secondary polycythemia vera.", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'enzyme', 'drug'], ['disease', 'indication', 'drug']], 'Restriction': {'gene/protein': ['CYP1A2'], 'disease': ['secondary polycythemia vera']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which nucleoside reverse transcriptase inhibitors exhibit synergistic effects when used in conjunction with Darunavir and are approved for the treatment of the same condition that Darunavir targets?", "role": "user"}, {"content": "{'Metapath': [['drug', 'synergistic interaction', 'drug'], ['disease', 'indication', 'drug']], 'Restriction': {'drug': ['Darunavir'], 'disease': ['condition that Darunavir targets']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you provide me with a list of treatments for Richter syndrome, particularly those targeting Bruton's tyrosine kinase?", "role": "user"}, {"content": "{'Metapath': [['disease', 'indication', 'drug'], ['gene/protein', 'target', 'drug']], 'Restriction': {'disease': ['Richter syndrome'], 'gene/protein': [\"Bruton's tyrosine kinase\"]}}", "role": "assistant"}]} +{"conversations": [{"content": "Which gene is transcribed in the dorsolateral prefrontal cortex, interacts with the U5 snRNP, and codes for a small nuclear RNA?", "role": "user"}, {"content": "{'Metapath': [['anatomy', 'expression present', 'gene/protein'], ['gene/protein', 'interacts with', 'gene/protein']], 'Restriction': {'anatomy': ['dorsolateral prefrontal cortex'], 'gene/protein': ['U5 snRNP', 'codes for a small nuclear RNA']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you advise on treatments for chylomicron retention disease that also help to raise HDL cholesterol levels?", "role": "user"}, {"content": "{'Metapath': [['disease', 'indication', 'drug'], ['effect/phenotype', 'side effect', 'drug']], 'Restriction': {'disease': ['chylomicron retention disease'], 'effect/phenotype': ['raise HDL cholesterol levels']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you list the conditions linked to CASP3 involvement that lead to persistent full-thickness inflammation of the gastrointestinal tract, extending from the oral cavity to the rectum, and are incompatible with the use of Phenylephrine?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'associated with', 'disease'], ['effect/phenotype', 'phenotype present', 'disease'], ['drug', 'contraindication', 'disease']], 'Restriction': {'gene/protein': ['CASP3'], 'effect/phenotype': ['persistent full-thickness inflammation of the gastrointestinal tract, extending from the oral cavity to the rectum'], 'drug': ['Phenylephrine']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which anatomical structures lack the expression of genes or proteins that correlate with diminished levels of circulating prolactin?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'expression absent', 'anatomy']], 'Restriction': {'gene/protein': ['correlate with diminished levels of circulating prolactin']}}", "role": "assistant"}]} +{"conversations": [{"content": "What solid-form drugs target the FLT1 gene/protein for their mode of action?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'target', 'drug']], 'Restriction': {'gene/protein': ['FLT1'], 'drug': ['solid-form']}}", "role": "assistant"}]} +{"conversations": [{"content": "I'm seeking medication in pill or tablet form that targets the ACACB gene/protein. What are my choices in our drug database?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'target', 'drug']], 'Restriction': {'gene/protein': ['ACACB'], 'drug': ['pill or tablet form']}}", "role": "assistant"}]} +{"conversations": [{"content": "What congenital conditions are associated with variations in the INPPL1 gene?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'associated with', 'effect/phenotype']], 'Restriction': {'gene/protein': ['INPPL1'], 'effect/phenotype': ['congenital conditions']}}", "role": "assistant"}]} +{"conversations": [{"content": "What's the name of the hereditary disease associated with pachydermoperiostosis and a mutation in the SLCO2A1 gene?", "role": "user"}, {"content": "{'Metapath': [['effect/phenotype', 'associated with', 'disease'], ['gene/protein', 'associated with', 'disease']], 'Restriction': {'effect/phenotype': ['pachydermoperiostosis'], 'gene/protein': ['SLCO2A1']}}", "role": "assistant"}]} +{"conversations": [{"content": "Identify the Y-linked gene associated with spermatogenic failure that's located in the Y chromosome's nonrecombining zone and exclusively expressed in testes.", "role": "user"}, {"content": "{'Metapath': [['disease', 'associated with', 'gene/protein'], ['anatomy', 'expression present', 'gene/protein']], 'Restriction': {'disease': ['spermatogenic failure'], 'anatomy': ['testes'], 'gene/protein': ['Y-linked', \"located in the Y chromosome's nonrecombining zone\"]}}", "role": "assistant"}]} +{"conversations": [{"content": "Which condition is considered a subset of primary bone lymphoma and results from a combination of genetic influences and environmental elements?", "role": "user"}, {"content": "{'Metapath': [['disease', 'parent-child', 'disease'], ['exposure', 'linked to', 'disease']], 'Restriction': {'disease': ['primary bone lymphoma', 'condition resulting from a combination of genetic influences and environmental elements']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which medication acts by engaging with genes or proteins associated with kinase binding to convert plasminogen into an active fibrinolytic enzyme?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'target', 'drug']], 'Restriction': {'gene/protein': ['associated with kinase binding to convert plasminogen into an active fibrinolytic enzyme']}}", "role": "assistant"}]} +{"conversations": [{"content": "What disease is categorized as a variant of both an eyelid hair follicle tumor and a non-cancerous eyelid growth?", "role": "user"}, {"content": "{'Metapath': [['disease', 'parent-child', 'disease']], 'Restriction': {'disease': ['variant of both an eyelid hair follicle tumor', 'non-cancerous eyelid growth']}}", "role": "assistant"}]} +{"conversations": [{"content": "Hello, I'm on Cefamandole for treatment and have monogenic obesity. Can you suggest any compatible medications to assist with this specific type of obesity?", "role": "user"}, {"content": "{'Metapath': [['disease', 'indication', 'drug']], 'Restriction': {'disease': ['monogenic obesity'], 'drug': ['Cefamandole']}}", "role": "assistant"}]} +{"conversations": [{"content": "Considering a condition that falls under both PLCG2-associated antibody deficiency and immune dysregulation and autoinflammatory syndromes, what diseases should be on my differential diagnosis radar?", "role": "user"}, {"content": "{'Metapath': [['disease', 'parent-child', 'disease']], 'Restriction': {'disease': ['PLCG2-associated antibody deficiency', 'immune dysregulation', 'autoinflammatory syndromes']}}", "role": "assistant"}]} +{"conversations": [{"content": "Find conditions linked to Purine Nucleoside Phosphorylase (PNP) deficiency that should not be treated with Orlistat.", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'associated with', 'disease'], ['drug', 'contraindication', 'disease']], 'Restriction': {'gene/protein': ['Purine Nucleoside Phosphorylase (PNP) deficiency'], 'drug': ['Orlistat']}}", "role": "assistant"}]} +{"conversations": [{"content": "What condition could a patient with a progressive muscular dystrophy subtype, for whom Succinylcholine is not recommended, be diagnosed with?", "role": "user"}, {"content": "{'Metapath': [['drug', 'contraindication', 'disease']], 'Restriction': {'disease': ['progressive muscular dystrophy subtype'], 'drug': ['Succinylcholine']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you provide information on the specific effects or phenotypes associated with the Gastaut type of benign childhood occipital epilepsy?", "role": "user"}, {"content": "{'Metapath': [['disease', 'phenotype present', 'effect/phenotype']], 'Restriction': {'disease': ['Gastaut type of benign childhood occipital epilepsy']}}", "role": "assistant"}]} +{"conversations": [{"content": "Identify proteins or genes known to interact with TRIM37, with a shared associated phenotype or effect.", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'ppi', 'gene/protein'], ['effect/phenotype', 'associated with', 'gene/protein']], 'Restriction': {'gene/protein': ['TRIM37']}}", "role": "assistant"}]} +{"conversations": [{"content": "What drugs interact with the SCN3A and SCN8A sodium channels and have membrane-stabilizing capabilities, reducing the speed of excitable cell membrane depolarization and repolarization?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'target', 'drug']], 'Restriction': {'gene/protein': ['SCN3A', 'SCN8A'], 'drug': ['membrane-stabilizing capabilities, reducing the speed of excitable cell membrane depolarization and repolarization']}}", "role": "assistant"}]} +{"conversations": [{"content": "What drugs targeting the PRKACA gene/protein are used in treating transient ischemic attacks?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'target', 'drug'], ['disease', 'indication', 'drug']], 'Restriction': {'gene/protein': ['PRKACA'], 'disease': ['transient ischemic attacks']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you supply information on a biological pathway involved in 'Signaling by Insulin Receptor' that also leads to the activation of the insulin receptor signaling pathway, by means of interaction with shared genes or proteins?", "role": "user"}, {"content": "{'Metapath': [['pathway', 'interacts with', 'gene/protein', 'interacts with', 'biological_process']], 'Restriction': {'pathway': ['Signaling by Insulin Receptor'], 'biological_process': ['activation of the insulin receptor signaling pathway']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which genes or proteins are present in the lens of a camera-type eye but not expressed in the myocardium (heart muscle tissue)?", "role": "user"}, {"content": "{'Metapath': [['anatomy', 'expression present', 'gene/protein'], ['anatomy', 'expression absent', 'gene/protein']], 'Restriction': {'anatomy': ['lens of a camera-type eye', 'myocardium (heart muscle tissue)']}}", "role": "assistant"}]} +{"conversations": [{"content": "Identify pathways involving the TFAP2 (AP-2) family's regulatory role in the transcription of cell cycle factors, and pinpoint interactions with common genes or proteins.", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'interacts with', 'pathway']], 'Restriction': {'gene/protein': ['TFAP2 (AP-2) family'], 'pathway': ['regulatory role in the transcription of cell cycle factors']}}", "role": "assistant"}]} +{"conversations": [{"content": "Please identify genes and proteins that interact with transmembrane receptor protein tyrosine kinase activity and are involved in the Inhibition of PKR pathway.", "role": "user"}, {"content": "{'Metapath': [['molecular_function', 'interacts with', 'gene/protein'], ['pathway', 'interacts with', 'gene/protein']], 'Restriction': {'molecular_function': ['transmembrane receptor protein tyrosine kinase activity'], 'pathway': ['Inhibition of PKR pathway']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which medication functions similarly to Fluticasone by targeting the same gene or protein carrier, and is effective in alleviating symptoms of watery nasal discharge, congestion, postnasal drip, sneezing, and throat itching?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'carrier', 'drug'], ['disease', 'indication', 'drug']], 'Restriction': {'drug': ['Fluticasone'], 'disease': ['watery nasal discharge', 'congestion', 'postnasal drip', 'sneezing', 'throat itching']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which HMG-CoA reductase inhibitors exhibit synergistic effects when used in combination with Edaravone and are also prescribed for the same medical condition?", "role": "user"}, {"content": "{'Metapath': [['drug', 'synergistic interaction', 'drug'], ['disease', 'indication', 'drug']], 'Restriction': {'drug': ['HMG-CoA reductase inhibitors', 'Edaravone']}}", "role": "assistant"}]} +{"conversations": [{"content": "Identify proteins or genes that exhibit interaction with TUBA8 and share a common associated phenotype or effect.", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'ppi', 'gene/protein'], ['effect/phenotype', 'associated with', 'gene/protein']], 'Restriction': {'gene/protein': ['TUBA8']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which disease is categorized beneath immature teratoma yet presents ectopically, not within the gonads?", "role": "user"}, {"content": "{'Metapath': [['disease', 'parent-child', 'disease']], 'Restriction': {'disease': ['immature teratoma', 'presents ectopically, not within the gonads']}}", "role": "assistant"}]} +{"conversations": [{"content": "Search for pathways involving the TFAP2 (AP-2) family that regulate the transcription of other transcription factors and have the capability to interact with the same gene or protein.", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'ppi', 'gene/protein', 'interacts with', 'pathway']], 'Restriction': {'gene/protein': ['TFAP2 (AP-2) family']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which anatomical parts lack expression of genes or proteins that are involved in the interaction with the glycoside response mechanism?", "role": "user"}, {"content": "{'Metapath': [['biological_process', 'interacts with', 'gene/protein', 'expression absent', 'anatomy']], 'Restriction': {'biological_process': ['glycoside response mechanism']}}", "role": "assistant"}]} +{"conversations": [{"content": "Can you help me find a metabolic disorder linked to epileptic encephalopathy manifesting with seizures, hypotonia, hyperreflexia, developmental delays, and unusual growth, which also involves the ABAT gene?", "role": "user"}, {"content": "{'Metapath': [['effect/phenotype', 'linked to', 'disease'], ['gene/protein', 'associated with', 'disease']], 'Restriction': {'effect/phenotype': ['epileptic encephalopathy manifesting with seizures, hypotonia, hyperreflexia, developmental delays, and unusual growth'], 'gene/protein': ['ABAT']}}", "role": "assistant"}]} +{"conversations": [{"content": "What cellular pathway involves interactions with the SLC30A3 gene or its protein product?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'interacts with', 'pathway']], 'Restriction': {'gene/protein': ['SLC30A3']}}", "role": "assistant"}]} +{"conversations": [{"content": "What drugs target the ITGA4 gene to specifically inhibit the \u03b14\u03b27 integrin complex?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'target', 'drug']], 'Restriction': {'gene/protein': ['ITGA4'], 'effect/phenotype': ['specifically inhibit the \u03b14\u03b27 integrin complex']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which condition is characterized by thrombocytopenia and also serves as a contraindication for medications commonly prescribed to manage hyperthyroidism?", "role": "user"}, {"content": "{'Metapath': [['drug', 'contraindication', 'disease']], 'Restriction': {'disease': ['thrombocytopenia', 'condition characterized by thrombocytopenia'], 'drug': ['medications commonly prescribed to manage hyperthyroidism']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which ailments linked to the CNR2 gene induce stomach discomfort and should not be managed with Bendroflumethiazide due to contraindications?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'associated with', 'disease'], ['effect/phenotype', 'phenotype present', 'disease'], ['drug', 'contraindication', 'disease']], 'Restriction': {'gene/protein': ['CNR2'], 'effect/phenotype': ['stomach discomfort'], 'drug': ['Bendroflumethiazide']}}", "role": "assistant"}]} +{"conversations": [{"content": "Can you find genes or proteins linked to aortic aneurysm development that also play a role in the ion transport P-type ATPases pathway?", "role": "user"}, {"content": "{'Metapath': [['disease', 'associated with', 'gene/protein'], ['pathway', 'interacts with', 'gene/protein']], 'Restriction': {'disease': ['aortic aneurysm development'], 'pathway': ['ion transport P-type ATPases']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you recommend medications compatible with Cefpodoxime for an infection, which are also safe for someone with pulmonary arterial hypertension?", "role": "user"}, {"content": "{'Metapath': [['drug', 'synergistic interaction', 'drug'], ['disease', 'contraindication', 'drug']], 'Restriction': {'drug': ['Cefpodoxime'], 'disease': ['pulmonary arterial hypertension']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you provide me with information on treatment options, specifically medications, for managing persistent depressive disorder (dysthymia) and its symptoms of long-term low mood?", "role": "user"}, {"content": "{'Metapath': [['disease', 'indication', 'drug']], 'Restriction': {'disease': ['persistent depressive disorder (dysthymia)', 'symptoms of long-term low mood']}}", "role": "assistant"}]} +{"conversations": [{"content": "Can you supply a list of drugs effective against amoebiasis/amebiasis with a molecular weight of 354.18 g/mol?", "role": "user"}, {"content": "{'Metapath': [['disease', 'indication', 'drug']], 'Restriction': {'disease': ['amoebiasis/amebiasis'], 'drug': ['molecular weight of 354.18 g/mol']}}", "role": "assistant"}]} +{"conversations": [{"content": "Please find genes and proteins interacting with phosphoglycerate dehydrogenase's enzymatic activity and participating in serine biosynthesis.", "role": "user"}, {"content": "{'Metapath': [['molecular_function', 'interacts with', 'gene/protein']], 'Restriction': {'gene/protein': ['phosphoglycerate dehydrogenase'], 'molecular_function': ['enzymatic activity', 'serine biosynthesis']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which cellular structures are involved in interactions with genes or proteins that are the target of CRA-9334?", "role": "user"}, {"content": "{'Metapath': [['drug', 'target', 'gene/protein', 'interacts with', 'cellular_component']], 'Restriction': {'drug': ['CRA-9334']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you provide a list of genes or proteins, excluding ABCD1P2, which are not expressed in the left ventricle of the heart and the vastus lateralis muscle?", "role": "user"}, {"content": "{'Metapath': [['anatomy', 'expression absent', 'gene/protein']], 'Restriction': {'anatomy': ['left ventricle of the heart', 'vastus lateralis muscle'], 'gene/protein': ['excluding ABCD1P2']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which gene or protein directly interacts with RNA-binding molecules and also engages in protein-protein interactions with SMC6?", "role": "user"}, {"content": "{'Metapath': [['molecular_function', 'interacts with', 'gene/protein'], ['gene/protein', 'ppi', 'gene/protein']], 'Restriction': {'molecular_function': ['RNA-binding molecules'], 'gene/protein': ['SMC6']}}", "role": "assistant"}]} +{"conversations": [{"content": "What early purine analogues possessing antineoplastic effects interact with CYP1A2 and also engage the PNP gene/protein in their mechanism of action?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'interacts with', 'drug'], ['gene/protein', 'target', 'drug']], 'Restriction': {'gene/protein': ['CYP1A2', 'PNP']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which anatomical structures fail to manifest the gene expression or protein synthesis commonly linked to Cardiorespiratory arrest?", "role": "user"}, {"content": "{'Metapath': [['disease', 'associated with', 'gene/protein', 'expression absent', 'anatomy']], 'Restriction': {'disease': ['Cardiorespiratory arrest']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which anatomical structures lack the expression of genes or proteins that play a role in the regulation of neuronal maturation?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'expression absent', 'anatomy']], 'Restriction': {'gene/protein': ['play a role in the regulation of neuronal maturation']}}", "role": "assistant"}]} +{"conversations": [{"content": "I'd like to request information on medications that interact synergistically with Levetiracetam for concurrent treatment of a particular condition and also possess the ability to dampen neural excitation by reducing brain neuron activity.", "role": "user"}, {"content": "{'Metapath': [['drug', 'synergistic interaction', 'drug'], ['effect/phenotype', 'side effect', 'drug']], 'Restriction': {'drug': ['Levetiracetam'], 'effect/phenotype': ['dampen neural excitation by reducing brain neuron activity']}}", "role": "assistant"}]} +{"conversations": [{"content": "Can you supply a compilation of genes and proteins involved with zinc ion binding and interacting within the RND1 GTPase cycle pathway?", "role": "user"}, {"content": "{'Metapath': [['molecular_function', 'interacts with', 'gene/protein'], ['pathway', 'interacts with', 'gene/protein']], 'Restriction': {'molecular_function': ['zinc ion binding'], 'pathway': ['RND1 GTPase cycle']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which phenotypic manifestations or consequences occur in the specific variants of mitral valve disease?", "role": "user"}, {"content": "{'Metapath': [['disease', 'phenotype present', 'effect/phenotype']], 'Restriction': {'disease': ['specific variants of mitral valve disease']}}", "role": "assistant"}]} +{"conversations": [{"content": "Please provide a list of genes and proteins linked to both the regulatory enhancement of apoptotic processes and the development of corpus luteum cysts.", "role": "user"}, {"content": "{'Metapath': [['biological_process', 'interacts with', 'gene/protein'], ['disease', 'associated with', 'gene/protein']], 'Restriction': {'biological_process': ['regulatory enhancement of apoptotic processes'], 'disease': ['corpus luteum cysts']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you help me find medications that modulate GSK-3 enzymatic activity and target the IMPA2 gene/protein, specifically in solid form and with cationic properties?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'enzyme', 'drug'], ['gene/protein', 'target', 'drug']], 'Restriction': {'gene/protein': ['GSK-3', 'IMPA2'], 'drug': ['solid form', 'cationic properties']}}", "role": "assistant"}]} +{"conversations": [{"content": "Can you identify any genetic disorders associated with the PBRM1 gene that might also manifest with thymoma?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'associated with', 'disease']], 'Restriction': {'gene/protein': ['PBRM1'], 'disease': ['genetic disorders', 'thymoma']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which gene or protein is capable of interacting with C2CD3, shares a disease association with C2CD3, and is involved in the differentiation of metanephric progenitor cells?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'ppi', 'gene/protein'], ['disease', 'associated with', 'gene/protein'], ['biological_process', 'interacts with', 'gene/protein']], 'Restriction': {'gene/protein': ['C2CD3'], 'biological_process': ['differentiation of metanephric progenitor cells']}}", "role": "assistant"}]} +{"conversations": [{"content": "Is there an interaction between the gene/protein responsible for coding the gamma subunit of the high-affinity IgE receptor and the gene/protein involved in the production of (16-20)-HETE?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'ppi', 'gene/protein']], 'Restriction': {'gene/protein': ['responsible for coding the gamma subunit of the high-affinity IgE receptor', 'involved in the production of (16-20)-HETE']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which medication shares a gene/protein transporter with Repaglinide and also permanently attaches to the P2Y12 receptors on platelets, blocking their activation and clumping?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'transporter', 'drug'], ['gene/protein', 'target', 'drug']], 'Restriction': {'drug': ['Repaglinide'], 'gene/protein': ['P2Y12 receptors on platelets']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which diseases are considered types or subcategories of Granulomatosis with Polyangiitis?", "role": "user"}, {"content": "{'Metapath': [['disease', 'parent-child', 'disease']], 'Restriction': {'disease': ['Granulomatosis with Polyangiitis']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you suggest any tablet or capsule medications that act on the METAP2 gene or its associated protein?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'target', 'drug']], 'Restriction': {'gene/protein': ['METAP2']}}", "role": "assistant"}]} +{"conversations": [{"content": "Can you supply a list of genes and proteins linked to familial cavitary optic disc anomaly?", "role": "user"}, {"content": "{'Metapath': [['disease', 'associated with', 'gene/protein']], 'Restriction': {'disease': ['familial cavitary optic disc anomaly']}}", "role": "assistant"}]} +{"conversations": [{"content": "Hi, I've been diagnosed with type 2 diabetes and am exploring medication possibilities. I'm aware of Anisodamine and I\u2019m interested in knowing about other drugs that could complement it in managing my condition. Could you provide a list of contemporary, research-backed type 2 diabetes medications that are suitable to use alongside Anisodamine? Thank you.", "role": "user"}, {"content": "{'Metapath': [['disease', 'indication', 'drug'], ['drug', 'synergistic interaction', 'drug']], 'Restriction': {'disease': ['type 2 diabetes'], 'drug': ['Anisodamine']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which anatomical structures lack the expression of genes or proteins that are involved in the interaction with the NAD production process through the nicotinamide riboside salvage pathway?", "role": "user"}, {"content": "{'Metapath': [['pathway', 'interacts with', 'gene/protein', 'expression absent', 'anatomy']], 'Restriction': {'pathway': ['NAD production process through the nicotinamide riboside salvage pathway']}}", "role": "assistant"}]} +{"conversations": [{"content": "Can you locate genes or proteins involved in the acyl-CoA metabolism process and also linked to the development of uterine squamous cell carcinoma?", "role": "user"}, {"content": "{'Metapath': [['biological_process', 'interacts with', 'gene/protein'], ['disease', 'associated with', 'gene/protein']], 'Restriction': {'biological_process': ['acyl-CoA metabolism process'], 'disease': ['uterine squamous cell carcinoma']}}", "role": "assistant"}]} +{"conversations": [{"content": "What are the biological pathways involving the SLC36A2 gene/protein interactions?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'interacts with', 'pathway']], 'Restriction': {'gene/protein': ['SLC36A2']}}", "role": "assistant"}]} +{"conversations": [{"content": "What are the solid-state drugs designed to target the PLA2G4A gene/protein and act as inhibitors of Lp-PLA2?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'target', 'drug']], 'Restriction': {'gene/protein': ['PLA2G4A']}}", "role": "assistant"}]} +{"conversations": [{"content": "What diseases are associated with the DOLK gene or its protein, leading to dolichol kinase 1 deficiency, an enzyme essential for dolichol phosphate synthesis from scratch?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'associated with', 'disease']], 'Restriction': {'gene/protein': ['DOLK gene or its protein, leading to dolichol kinase 1 deficiency, an enzyme essential for dolichol phosphate synthesis from scratch']}}", "role": "assistant"}]} +{"conversations": [{"content": "What drugs target CEBPB and are primarily broken down by CYP2C8?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'target', 'drug'], ['gene/protein', 'enzyme', 'drug']], 'Restriction': {'gene/protein': ['CEBPB', 'CYP2C8']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which anatomical structures exhibit expression of the gene or protein involved in influencing the activity of the Pilsicainide transporter?", "role": "user"}, {"content": "{'Metapath': [['drug', 'transporter', 'gene/protein', 'expression present', 'anatomy']], 'Restriction': {'drug': ['Pilsicainide']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which agents or conditions could potentially interfere with the effectiveness of Tauroursodeoxycholic acid by influencing the expression or function of the genes coding for its transport proteins?", "role": "user"}, {"content": "{'Metapath': [['drug', 'transporter', 'gene/protein', 'interacts with', 'exposure']], 'Restriction': {'drug': ['Tauroursodeoxycholic acid']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which novel recombinant fibrinolytics with a direct action have demonstrated an affinity for binding to the FGB gene or protein and are known for their rapid fibrin degradation?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'target', 'drug']], 'Restriction': {'gene/protein': ['FGB'], 'drug': ['novel recombinant fibrinolytics with a direct action', 'known for their rapid fibrin degradation']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which phenotypic manifestations or effects are associated with BCR-ABL1 positive chronic myelogenous leukemia (CML) subtypes?", "role": "user"}, {"content": "{'Metapath': [['disease', 'phenotype present', 'effect/phenotype']], 'Restriction': {'disease': ['BCR-ABL1 positive chronic myelogenous leukemia (CML) subtypes']}}", "role": "assistant"}]} +{"conversations": [{"content": "Search for conditions without any approved treatments that exhibit Downslanted palpebral fissures as a symptom.", "role": "user"}, {"content": "{'Metapath': [['effect/phenotype', 'phenotype present', 'disease'], ['drug', 'off-label use', 'disease']], 'Restriction': {'effect/phenotype': ['Downslanted palpebral fissures'], 'drug': ['without any approved treatments']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which illnesses linked to the CRHR1 gene should avoid Indomethacin if they include persistent depressive symptoms persisting for a period of not less than two years?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'associated with', 'disease'], ['drug', 'contraindication', 'disease']], 'Restriction': {'gene/protein': ['CRHR1'], 'drug': ['Indomethacin'], 'disease': ['persistent depressive symptoms persisting for a period of not less than two years']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which anatomical structures lack the expression of genes or proteins involved in the interaction with neural plate morphogenesis?", "role": "user"}, {"content": "{'Metapath': [['biological_process', 'interacts with', 'gene/protein', 'expression absent', 'anatomy']], 'Restriction': {'biological_process': ['neural plate morphogenesis']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which inflammatory joint disease falls under phagocytic cell dysfunction disorders?", "role": "user"}, {"content": "{'Metapath': [['disease', 'parent-child', 'disease']], 'Restriction': {'disease': ['inflammatory joint disease', 'phagocytic cell dysfunction disorders']}}", "role": "assistant"}]} +{"conversations": [{"content": "My vision has been deteriorating and my eyes appear cloudier. Could I have a hereditary condition similar to my parent's epithelial-stromal TGFBI dystrophy affecting my cornea?", "role": "user"}, {"content": "{'Metapath': [['disease', 'parent-child', 'disease']], 'Restriction': {'anatomy': ['cornea'], 'disease': ['hereditary condition', 'epithelial-stromal TGFBI dystrophy']}}", "role": "assistant"}]} +{"conversations": [{"content": "Identify genes or proteins that interact with the 'SLIT-ROBO expression regulation' pathway, are linked to Diamond-Blackfan anemia, and promote drug resistance in gastric cancer cell lines.", "role": "user"}, {"content": "{'Metapath': [['pathway', 'interacts with', 'gene/protein'], ['disease', 'associated with', 'gene/protein'], ['disease', 'associated with', 'gene/protein']], 'Restriction': {'pathway': ['SLIT-ROBO expression regulation'], 'disease': ['Diamond-Blackfan anemia', 'drug resistance in gastric cancer cell lines']}}", "role": "assistant"}]} +{"conversations": [{"content": "What condition, marked by ongoing intense thirst and the need to urinate often, should avoid Ferrous fumarate but improves with Phylloquinone therapy?", "role": "user"}, {"content": "{'Metapath': [['drug', 'contraindication', 'disease'], ['drug', 'indication', 'disease']], 'Restriction': {'disease': ['marked by ongoing intense thirst and the need to urinate often'], 'drug': ['Ferrous fumarate', 'Phylloquinone']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you find a compound that targets both CCNA2 and CDK2 proteins in our database?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'target', 'drug'], ['gene/protein', 'target', 'drug']], 'Restriction': {'gene/protein': ['CCNA2', 'CDK2']}}", "role": "assistant"}]} +{"conversations": [{"content": "What are the current investigational solid-state drugs that target the protein product of the MAPK1 gene?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'target', 'drug']], 'Restriction': {'gene/protein': ['protein product of the MAPK1 gene']}}", "role": "assistant"}]} +{"conversations": [{"content": "What diseases linked to the VAC14 gene might cause rocker bottom foot deformity in patients?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'associated with', 'disease'], ['effect/phenotype', 'phenotype present', 'disease']], 'Restriction': {'gene/protein': ['VAC14'], 'effect/phenotype': ['rocker bottom foot deformity']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which gene or protein associated with Schwartz-Jampel syndrome is also involved in the RAB GEFs pathway by mediating GTP-GDP exchange on RAB proteins?", "role": "user"}, {"content": "{'Metapath': [['disease', 'associated with', 'gene/protein'], ['pathway', 'interacts with', 'gene/protein']], 'Restriction': {'disease': ['Schwartz-Jampel syndrome'], 'pathway': ['RAB GEFs pathway by mediating GTP-GDP exchange on RAB proteins']}}", "role": "assistant"}]} +{"conversations": [{"content": "Please locate genes and proteins that form the structural framework of the skin's epidermis and also contribute to the keratinization process through their molecular interactions.", "role": "user"}, {"content": "{'Metapath': [['cellular_component', 'interacts with', 'gene/protein'], ['biological_process', 'interacts with', 'gene/protein'], ['molecular_function', 'interacts with', 'gene/protein']], 'Restriction': {'cellular_component': [\"skin's epidermis\"], 'biological_process': ['keratinization process']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which gene or protein, involved in the presentation of lipid and glycolipid antigens by attaching to them in late endosomes and lysosomes, is notably missing from the frontal cortex as well as the synovial layer?", "role": "user"}, {"content": "{'Metapath': [['anatomy', 'expression absent', 'gene/protein']], 'Restriction': {'anatomy': ['frontal cortex', 'synovial layer'], 'gene/protein': ['involved in the presentation of lipid and glycolipid antigens by attaching to them in late endosomes and lysosomes']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which gene or protein is not expressed in both adipose tissue and the entorhinal cortex?", "role": "user"}, {"content": "{'Metapath': [['anatomy', 'expression absent', 'gene/protein']], 'Restriction': {'anatomy': ['adipose tissue', 'entorhinal cortex']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which conditions related to TNFAIP3, that should not be treated with Deserpidine, share characteristics with systemic lupus erythematosus, including a spectrum of systemic disturbances, raised erythrocyte sedimentation levels, and the presence of lupus erythematosus cells in blood or bone marrow?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'associated with', 'disease'], ['drug', 'contraindication', 'disease'], ['effect/phenotype', 'phenotype present', 'disease']], 'Restriction': {'gene/protein': ['TNFAIP3'], 'drug': ['Deserpidine'], 'effect/phenotype': ['spectrum of systemic disturbances', 'raised erythrocyte sedimentation levels', 'presence of lupus erythematosus cells in blood or bone marrow']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which glycoprotein, known to be associated with cell membranes and present in the peripheral nervous system, is not found in the biceps brachii muscle and is subject to cleavage by secretase enzymes?", "role": "user"}, {"content": "{'Metapath': [['anatomy', 'expression absent', 'gene/protein'], ['anatomy', 'expression present', 'gene/protein'], ['cellular_component', 'interacts with', 'gene/protein']], 'Restriction': {'gene/protein': ['glycoprotein', 'subject to cleavage by secretase enzymes'], 'anatomy': ['biceps brachii muscle', 'peripheral nervous system'], 'cellular_component': ['cell membranes']}}", "role": "assistant"}]} +{"conversations": [{"content": "Search for diseases lacking approved treatments and linked to dentin abnormalities.", "role": "user"}, {"content": "{'Metapath': [['effect/phenotype', 'phenotype absent', 'disease'], ['exposure', 'linked to', 'disease']], 'Restriction': {'effect/phenotype': ['approved treatments'], 'exposure': ['dentin abnormalities']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you supply a list of tablet or capsule medications targeting the CELA1 gene/protein from our database?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'target', 'drug']], 'Restriction': {'gene/protein': ['CELA1']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which gene or protein exhibits expression in nerves but not in the cerebellar vermis and possesses antibacterial properties effective against Escherichia coli and Staphylococcus aureus?", "role": "user"}, {"content": "{'Metapath': [['anatomy', 'expression present', 'gene/protein'], ['anatomy', 'expression absent', 'gene/protein']], 'Restriction': {'anatomy': ['nerves', 'cerebellar vermis'], 'gene/protein': ['antibacterial properties effective against Escherichia coli and Staphylococcus aureus']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which genes and proteins are expressed in the skin's dermal layer, interact with molecules that affect extracellular matrix elasticity, and play a role in the pathway regulating elastic fiber associations?", "role": "user"}, {"content": "{'Metapath': [['anatomy', 'expression present', 'gene/protein'], ['molecular_function', 'interacts with', 'gene/protein'], ['pathway', 'interacts with', 'gene/protein']], 'Restriction': {'anatomy': [\"skin's dermal layer\"], 'molecular_function': ['affect extracellular matrix elasticity'], 'pathway': ['regulating elastic fiber associations']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you identify the condition linked to deficits in DHODH that presents with beta hemoglobin chain underproduction manifesting as anemia? Also, what associated risks, such as iron overload, infection vulnerability, bone irregularities, and splenomegaly, should be monitored?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'associated with', 'disease'], ['effect/phenotype', 'phenotype present', 'disease']], 'Restriction': {'gene/protein': ['DHODH'], 'effect/phenotype': ['beta hemoglobin chain underproduction manifesting as anemia', 'iron overload', 'infection vulnerability', 'bone irregularities', 'splenomegaly']}}", "role": "assistant"}]} +{"conversations": [{"content": "Can you supply a compilation of genes and proteins involved in oxidative folding in the endoplasmic reticulum, which also intersect with the pathway activated by the spliced variant of XBP1 that turns on chaperone genes?", "role": "user"}, {"content": "{'Metapath': [['cellular_component', 'interacts with', 'gene/protein'], ['pathway', 'interacts with', 'gene/protein']], 'Restriction': {'cellular_component': ['endoplasmic reticulum'], 'pathway': ['activated by the spliced variant of XBP1 that turns on chaperone genes']}}", "role": "assistant"}]} +{"conversations": [{"content": "What disease associated with the PAX3 gene falls under the umbrella of genetic disorders featuring multiple congenital anomalies, dysmorphic syndrome, and variable intellectual disability?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'associated with', 'disease']], 'Restriction': {'gene/protein': ['PAX3'], 'disease': ['genetic disorders featuring multiple congenital anomalies, dysmorphic syndrome, and variable intellectual disability']}}", "role": "assistant"}]} +{"conversations": [{"content": "What subtype of anti-GBM disease leads to vital organ dysfunction?", "role": "user"}, {"content": "{'Metapath': [['disease', 'parent-child', 'disease'], ['effect/phenotype', 'phenotype present', 'disease']], 'Restriction': {'disease': ['anti-GBM disease', 'vital organ dysfunction']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which genes or proteins interact with oxidative stress response, function as transcription coactivators, and engage in protein-protein interactions with kinase PIM1?", "role": "user"}, {"content": "{'Metapath': [['biological_process', 'interacts with', 'gene/protein'], ['molecular_function', 'interacts with', 'gene/protein'], ['gene/protein', 'ppi', 'gene/protein']], 'Restriction': {'biological_process': ['oxidative stress response'], 'molecular_function': ['transcription coactivators'], 'gene/protein': ['kinase PIM1']}}", "role": "assistant"}]} +{"conversations": [{"content": "What medications exhibit a synergistic effect with Barbital when treating the same condition, and also possess both neuroleptic and antihistamine characteristics?", "role": "user"}, {"content": "{'Metapath': [['drug', 'synergistic interaction', 'drug']], 'Restriction': {'drug': ['Barbital', 'neuroleptic characteristics', 'antihistamine characteristics']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which novel testis-specific ubiquitin-binding protein, characterized by a highly controlled expression and generated via a unique exon-shuffling process, is not present in the adrenal gland nor the testes despite its testes-specific genesis?", "role": "user"}, {"content": "{'Metapath': [['anatomy', 'expression absent', 'gene/protein']], 'Restriction': {'anatomy': ['adrenal gland', 'testes'], 'gene/protein': ['novel testis-specific ubiquitin-binding protein', 'highly controlled expression', 'generated via a unique exon-shuffling process', 'testes-specific genesis']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could my symptoms be indicative of a disorder akin to non-amyloid monoclonal immunoglobulin deposition disease, heavy chain disease, or plasma cell myeloma, given that these conditions seem interrelated?", "role": "user"}, {"content": "{'Metapath': [['disease', 'parent-child', 'disease']], 'Restriction': {'disease': ['non-amyloid monoclonal immunoglobulin deposition disease', 'heavy chain disease', 'plasma cell myeloma']}}", "role": "assistant"}]} +{"conversations": [{"content": "What are the observed effects or phenotypes associated with the subtype of aortic valve stenosis that occurs during childhood?", "role": "user"}, {"content": "{'Metapath': [['disease', 'phenotype present', 'effect/phenotype']], 'Restriction': {'disease': ['subtype of aortic valve stenosis that occurs during childhood']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which gene or protein associated with lichen amyloidosis can bind interleukin-31 to activate the Jak/STAT, PI3K/AKT, and MAPK pathways?", "role": "user"}, {"content": "{'Metapath': [['disease', 'associated with', 'gene/protein'], ['pathway', 'interacts with', 'gene/protein']], 'Restriction': {'disease': ['lichen amyloidosis'], 'pathway': ['Jak/STAT', 'PI3K/AKT', 'MAPK']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you provide a list of tricyclic antidepressants that, when used in combination with Mianserin, exhibit synergistic effects and are also commonly prescribed for disorders like depression?", "role": "user"}, {"content": "{'Metapath': [['drug', 'synergistic interaction', 'drug'], ['disease', 'indication', 'drug']], 'Restriction': {'drug': ['tricyclic antidepressants', 'Mianserin'], 'disease': ['depression']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which condition is associated with the MAFB gene mutation and is characterized by structural defects causing functional impairment?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'associated with', 'disease']], 'Restriction': {'gene/protein': ['MAFB gene mutation'], 'disease': ['structural defects causing functional impairment']}}", "role": "assistant"}]} +{"conversations": [{"content": "What condition related to the ADIPOQ gene could manifest in a patient's coronary artery after surgery for a blockage?", "role": "user"}, {"content": "{'Metapath': [['anatomy', 'expression present', 'gene/protein', 'associated with', 'disease']], 'Restriction': {'gene/protein': ['ADIPOQ'], 'anatomy': ['coronary artery'], 'disease': ['condition manifesting after surgery for a blockage']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which subtypes or variants of epidermodysplasia verruciformis manifest as inflammatory oral lesions like stomatitis?", "role": "user"}, {"content": "{'Metapath': [['disease', 'parent-child', 'disease'], ['effect/phenotype', 'phenotype present', 'disease']], 'Restriction': {'disease': ['epidermodysplasia verruciformis'], 'effect/phenotype': ['inflammatory oral lesions like stomatitis']}}", "role": "assistant"}]} +{"conversations": [{"content": "Is the ABCB1 protein responsible for transporting pharmaceutical agents that exhibit synergistic effects when combined with Thonzylamine?", "role": "user"}, {"content": "{'Metapath': [['drug', 'synergistic interaction', 'drug', 'transporter', 'gene/protein']], 'Restriction': {'gene/protein': ['ABCB1'], 'drug': ['pharmaceutical agents', 'Thonzylamine']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which medications are associated with genes or proteins that have interactions with inclusion bodies?", "role": "user"}, {"content": "{'Metapath': [['cellular_component', 'interacts with', 'gene/protein', 'target', 'drug']], 'Restriction': {'cellular_component': ['inclusion bodies']}}", "role": "assistant"}]} +{"conversations": [{"content": "What is the characteristic symptom or phenotype associated with infantile arterial calcification subtypes?", "role": "user"}, {"content": "{'Metapath': [['disease', 'phenotype present', 'effect/phenotype']], 'Restriction': {'disease': ['infantile arterial calcification subtypes']}}", "role": "assistant"}]} +{"conversations": [{"content": "Please identify genes and proteins that interact with the K11-linked ubiquitin pathway and also exhibit protein-protein interactions with ZMPSTE24.", "role": "user"}, {"content": "{'Metapath': [['pathway', 'interacts with', 'gene/protein'], ['gene/protein', 'ppi', 'gene/protein']], 'Restriction': {'pathway': ['K11-linked ubiquitin pathway'], 'gene/protein': ['ZMPSTE24']}}", "role": "assistant"}]} +{"conversations": [{"content": "Identify the transporter gene or protein that facilitates the movement of compounds showing synergistic effects with Deferoxamine, and concurrently expresses an insulin-responsive glucose transporter responsible for glucose uptake in muscle and adipose tissue upon insulin activation.", "role": "user"}, {"content": "{'Metapath': [['drug', 'synergistic interaction', 'drug', 'transporter', 'gene/protein'], ['anatomy', 'expression present', 'gene/protein']], 'Restriction': {'drug': ['Deferoxamine'], 'anatomy': ['muscle', 'adipose tissue']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which anatomical structures lack the expression of genes or proteins linked to Ascites?", "role": "user"}, {"content": "{'Metapath': [['disease', 'associated with', 'gene/protein', 'expression absent', 'anatomy']], 'Restriction': {'disease': ['Ascites']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which cellular structures engage in interaction with genes or proteins influenced by the compound 2-[2-(4-Chlorophenylsulfanyl)-Acetylamino]-3-(4-Guanidinophenyl)-Propionamide?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'interacts with', 'cellular_component']], 'Restriction': {'gene/protein': ['influenced by the compound 2-[2-(4-Chlorophenylsulfanyl)-Acetylamino]-3-(4-Guanidinophenyl)-Propionamide']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could ovarian monodermal teratoma be hereditary? My doctor mentioned it, and I'm worried about the possibility of inheriting a disease connected to it.", "role": "user"}, {"content": "{'Metapath': [['disease', 'parent-child', 'disease']], 'Restriction': {'disease': ['ovarian monodermal teratoma', 'hereditary disease connected to it']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which gene or protein is consistently unexpressed in the nephron tubules of adult mammalian kidneys?", "role": "user"}, {"content": "{'Metapath': [['anatomy', 'expression absent', 'gene/protein']], 'Restriction': {'anatomy': ['nephron tubules of adult mammalian kidneys']}}", "role": "assistant"}]} +{"conversations": [{"content": "What diseases could be associated with symptoms of fever, muscle pain, joint swelling, and skin rashes, and also fall under the category of disorders related to corneal stromal pigmentation?", "role": "user"}, {"content": "{'Metapath': [['effect/phenotype', 'phenotype present', 'disease'], ['disease', 'parent-child', 'disease']], 'Restriction': {'effect/phenotype': ['fever', 'muscle pain', 'joint swelling', 'skin rashes'], 'disease': ['disorders related to corneal stromal pigmentation']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which medication shares a gene or protein transport mechanism with Flumethasone and is additionally effective in alleviating symptoms of nasal blockage and runny nose?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'transporter', 'drug'], ['disease', 'indication', 'drug']], 'Restriction': {'drug': ['Flumethasone'], 'disease': ['nasal blockage', 'runny nose']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you shed some light on the potential illnesses linked with kidney carcinoma in situ, familial papillary thyroid carcinoma with renal involvement, and renal cell carcinoma, given that they may share a common disease family?", "role": "user"}, {"content": "{'Metapath': [['disease', 'parent-child', 'disease'], ['disease', 'linked to', 'disease']], 'Restriction': {'disease': ['kidney carcinoma in situ', 'familial papillary thyroid carcinoma with renal involvement', 'renal cell carcinoma']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which subtype of anaplastic large cell lymphoma is linked to the TYK2 gene?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'associated with', 'disease']], 'Restriction': {'disease': ['subtype of anaplastic large cell lymphoma'], 'gene/protein': ['TYK2']}}", "role": "assistant"}]} +{"conversations": [{"content": "What are the common pathways involving both TALDO1 and TKT at the gene or protein level?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'ppi', 'gene/protein', 'interacts with', 'pathway']], 'Restriction': {'gene/protein': ['TALDO1', 'TKT']}}", "role": "assistant"}]} +{"conversations": [{"content": "Please find genes or proteins that interact with the E3 ubiquitin ligase COP1's Autodegradation pathway, exhibit protein binding activity, and are linked to ubiquitinated NF-kappaB2/p100.", "role": "user"}, {"content": "{'Metapath': [['pathway', 'interacts with', 'gene/protein'], ['molecular_function', 'interacts with', 'gene/protein'], ['effect/phenotype', 'associated with', 'gene/protein']], 'Restriction': {'pathway': [\"E3 ubiquitin ligase COP1's Autodegradation\"], 'molecular_function': ['protein binding activity'], 'effect/phenotype': ['ubiquitinated NF-kappaB2/p100']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which diseases lacking any known drug treatments are linked to spinal abnormalities and arise from mutations in the ERCC1 gene?", "role": "user"}, {"content": "{'Metapath': [['drug', 'indication', 'disease'], ['effect/phenotype', 'linked to', 'disease'], ['gene/protein', 'associated with', 'disease']], 'Restriction': {'effect/phenotype': ['spinal abnormalities'], 'gene/protein': ['ERCC1']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which disease is classified as a benign neoplasm of the oropharynx in the disease ontology, particularly focusing on its development within pharyngeal tissue?", "role": "user"}, {"content": "{'Metapath': [['disease', 'parent-child', 'disease']], 'Restriction': {'disease': ['benign neoplasm of the oropharynx', 'development within pharyngeal tissue']}}", "role": "assistant"}]} +{"conversations": [{"content": "What are the effects or phenotypes associated with ocular coloboma, a subtype of coloboma?", "role": "user"}, {"content": "{'Metapath': [['disease', 'phenotype present', 'effect/phenotype']], 'Restriction': {'disease': ['ocular coloboma, a subtype of coloboma']}}", "role": "assistant"}]} +{"conversations": [{"content": "Can you assist in pinpointing a disorder similar to spondylodysplastic dysplasia causing underdevelopment of bones in the spine and coccyx region?", "role": "user"}, {"content": "{'Metapath': [['disease', 'parent-child', 'disease']], 'Restriction': {'disease': ['spondylodysplastic dysplasia', 'underdevelopment of bones in the spine and coccyx region']}}", "role": "assistant"}]} +{"conversations": [{"content": "List health conditions linked to AIFM1 gene abnormalities that should not be treated with Naphazoline.", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'associated with', 'disease'], ['drug', 'contraindication', 'disease']], 'Restriction': {'gene/protein': ['AIFM1'], 'drug': ['Naphazoline']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which cellular structures engage with genes or proteins affected by 4-(Hydroxymethyl)benzamidine?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'interacts with', 'cellular_component']], 'Restriction': {'gene/protein': ['affected by 4-(Hydroxymethyl)benzamidine']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which phenotypic manifestations or effects are associated with intestinal endometriosis?", "role": "user"}, {"content": "{'Metapath': [['disease', 'phenotype present', 'effect/phenotype']], 'Restriction': {'disease': ['intestinal endometriosis']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which gene or protein is not expressed in either the spleen or deltoid muscle tissues?", "role": "user"}, {"content": "{'Metapath': [['anatomy', 'expression absent', 'gene/protein']], 'Restriction': {'anatomy': ['spleen', 'deltoid muscle tissues']}}", "role": "assistant"}]} +{"conversations": [{"content": "I'd like to inquire about ailments linked to Cutaneous photosensitivity that manifest symptoms such as fatigue, fever, joint pain, and swelling, including a butterfly-shaped facial rash and skin lesions aggravated by sun exposure, which currently lack approved drugs for treatment.", "role": "user"}, {"content": "{'Metapath': [['effect/phenotype', 'linked to', 'disease'], ['effect/phenotype', 'phenotype present', 'disease'], ['drug', 'indication', 'disease']], 'Restriction': {'effect/phenotype': ['Cutaneous photosensitivity', 'fatigue', 'fever', 'joint pain', 'swelling', 'butterfly-shaped facial rash', 'skin lesions aggravated by sun exposure'], 'drug': ['currently lack approved drugs for treatment']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which phenotypic manifestation or clinical effect is associated with the subtype of subacute thyroiditis?", "role": "user"}, {"content": "{'Metapath': [['disease', 'phenotype present', 'effect/phenotype']], 'Restriction': {'disease': ['subacute thyroiditis']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which gene or protein is consistently not expressed in both the corpus callosum and the metanephric glomerulus?", "role": "user"}, {"content": "{'Metapath': [['anatomy', 'expression absent', 'gene/protein']], 'Restriction': {'anatomy': ['corpus callosum', 'metanephric glomerulus']}}", "role": "assistant"}]} +{"conversations": [{"content": "What heart conditions might cause a blockage of blood entering the right ventricle, given a family history of congenital tricuspid malformation, and manifest with excessive fatigue, leg swelling, and an enlarged liver?", "role": "user"}, {"content": "{'Metapath': [['disease', 'parent-child', 'disease'], ['effect/phenotype', 'phenotype present', 'disease']], 'Restriction': {'disease': ['heart conditions', 'congenital tricuspid malformation'], 'effect/phenotype': ['blockage of blood entering the right ventricle', 'excessive fatigue', 'leg swelling', 'enlarged liver']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which health conditions are linked to VEGFA and can lead to hypertension due to related ailments, and also have contraindications with the medication Desloratadine?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'associated with', 'disease'], ['exposure', 'linked to', 'disease'], ['drug', 'contraindication', 'disease']], 'Restriction': {'gene/protein': ['VEGFA'], 'drug': ['Desloratadine']}}", "role": "assistant"}]} +{"conversations": [{"content": "Identify pathways associated with processive synthesis during lagging strand replication that also interact with a common gene or protein.", "role": "user"}, {"content": "{'Metapath': [['biological_process', 'interacts with', 'gene/protein', 'interacts with', 'pathway']], 'Restriction': {'biological_process': ['processive synthesis during lagging strand replication']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you find a pathway related to Centrosome maturation that has a \"parent-child\" hierarchy, interacts with the PRKAR2B gene/protein, and is marked by a loss of proteins involved in interphase microtubule organization, specifically C-Nap-1 and Nlp at the centrosomes?", "role": "user"}, {"content": "{'Metapath': [['pathway', 'parent-child', 'pathway'], ['gene/protein', 'interacts with', 'pathway']], 'Restriction': {'pathway': ['Centrosome maturation', 'loss of proteins involved in interphase microtubule organization, specifically C-Nap-1 and Nlp at the centrosomes'], 'gene/protein': ['PRKAR2B']}}", "role": "assistant"}]} +{"conversations": [{"content": "Please find a gene or protein involved in protein binding, associated with the Golgi apparatus, present in the Golgi apparatus, cytosol, and spindle, and interacts with the CMTM5 gene.", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'interacts with', 'gene/protein'], ['cellular_component', 'interacts with', 'gene/protein'], ['cellular_component', 'expression present', 'gene/protein']], 'Restriction': {'gene/protein': ['involved in protein binding', 'interacts with the CMTM5 gene'], 'cellular_component': ['Golgi apparatus', 'cytosol', 'spindle']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which condition is linked to the GCG gene or protein and is characterized by elevated lipid levels in the blood?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'associated with', 'disease']], 'Restriction': {'gene/protein': ['GCG'], 'disease': ['characterized by elevated lipid levels in the blood']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which anatomical structures lack the expression of genes or proteins that engage in the negative modulation of CREB transcription factor activity?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'expression absent', 'anatomy']], 'Restriction': {'gene/protein': ['engage in the negative modulation of CREB transcription factor activity']}}", "role": "assistant"}]} +{"conversations": [{"content": "Identify pathways associated with the activation of mutant FGFR4 receptor which also exhibit interaction with a common gene or protein.", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'associated with', 'pathway'], ['gene/protein', 'interacts with', 'pathway']], 'Restriction': {'gene/protein': ['mutant FGFR4 receptor']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which gene or protein, responsible for crosslinking and organizing actin filaments into tightly packed parallel bundles, is present in the nasopharyngeal tissue but not expressed in the tubular structures of the nephron?", "role": "user"}, {"content": "{'Metapath': [['anatomy', 'expression present', 'gene/protein'], ['anatomy', 'expression absent', 'gene/protein']], 'Restriction': {'anatomy': ['nasopharyngeal tissue', 'tubular structures of the nephron'], 'gene/protein': ['responsible for crosslinking and organizing actin filaments into tightly packed parallel bundles']}}", "role": "assistant"}]} +{"conversations": [{"content": "Please find medication options for psychological dyspareunia that both affect CYP3A5 enzyme activity and inhibit PDE5.", "role": "user"}, {"content": "{'Metapath': [['disease', 'indication', 'drug'], ['gene/protein', 'enzyme', 'drug'], ['gene/protein', 'target', 'drug']], 'Restriction': {'disease': ['psychological dyspareunia'], 'gene/protein': ['CYP3A5', 'PDE5']}}", "role": "assistant"}]} +{"conversations": [{"content": "I need a list of genes or proteins involved in glucoside transmembrane transport, specifically those that also interact with the cellular hexose transport pathway.", "role": "user"}, {"content": "{'Metapath': [['biological_process', 'interacts with', 'gene/protein'], ['pathway', 'interacts with', 'gene/protein']], 'Restriction': {'biological_process': ['glucoside transmembrane transport'], 'pathway': ['cellular hexose transport']}}", "role": "assistant"}]} +{"conversations": [{"content": "What condition is associated with the LORICRIN gene, characterized by a honeycomb-like thickening of the skin on the palms and soles, and also involves tightening bands that can cause pseudoainhum on the pinky finger?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'associated with', 'disease']], 'Restriction': {'gene/protein': ['LORICRIN'], 'disease': ['honeycomb-like thickening of the skin on the palms and soles', 'tightening bands that can cause pseudoainhum on the pinky finger']}}", "role": "assistant"}]} +{"conversations": [{"content": "What conditions exhibit no known drug treatments, are linked to bilateral sensorineural auditory loss, and also correlate with cognitive decline?", "role": "user"}, {"content": "{'Metapath': [['drug', 'off-label use', 'disease'], ['effect/phenotype', 'linked to', 'disease'], ['effect/phenotype', 'phenotype present', 'disease']], 'Restriction': {'disease': ['no known drug treatments'], 'effect/phenotype': ['bilateral sensorineural auditory loss', 'cognitive decline']}}", "role": "assistant"}]} +{"conversations": [{"content": "What are the observed effects or phenotypes associated with different subtypes of scleral diseases?", "role": "user"}, {"content": "{'Metapath': [['disease', 'phenotype present', 'effect/phenotype']], 'Restriction': {'disease': ['scleral diseases']}}", "role": "assistant"}]} +{"conversations": [{"content": "What condition associated with the NBAS gene causes repeated acute liver failure beginning in early childhood?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'associated with', 'disease']], 'Restriction': {'gene/protein': ['NBAS'], 'disease': ['repeated acute liver failure beginning in early childhood']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which pharmaceutical agents exhibit a synergistic effect with Tiaprofenic acid in the treatment of specific conditions and are additionally efficacious against infections resulting from sensitive gram-negative and select gram-positive bacterial strains?", "role": "user"}, {"content": "{'Metapath': [['drug', 'synergistic interaction', 'drug'], ['disease', 'indication', 'drug']], 'Restriction': {'drug': ['Tiaprofenic acid'], 'disease': ['infections resulting from sensitive gram-negative and select gram-positive bacterial strains']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which anatomical structures lack the expression of genes or proteins involved in the interaction with morphogenesis of the embryonic retina in camera-type eyes?", "role": "user"}, {"content": "{'Metapath': [['biological_process', 'interacts with', 'gene/protein', 'expression absent', 'anatomy']], 'Restriction': {'biological_process': ['morphogenesis of the embryonic retina in camera-type eyes']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you find any drugs in the database that target the ENOX2 protein?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'target', 'drug']], 'Restriction': {'gene/protein': ['ENOX2']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which anatomical structures lack the expression of genes or proteins that are involved in the interaction with the lipoprotein degradation pathway?", "role": "user"}, {"content": "{'Metapath': [['pathway', 'interacts with', 'gene/protein', 'expression absent', 'anatomy']], 'Restriction': {'pathway': ['lipoprotein degradation']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which gene or protein involved in the enzymatic oxidation of alcohol into acetaldehyde is present in the nasopharynx but not expressed in both the dorsal and ventral regions of the thalamus?", "role": "user"}, {"content": "{'Metapath': [['anatomy', 'expression present', 'gene/protein'], ['anatomy', 'expression absent', 'gene/protein']], 'Restriction': {'anatomy': ['nasopharynx', 'dorsal region of the thalamus', 'ventral region of the thalamus'], 'biological_process': ['enzymatic oxidation of alcohol into acetaldehyde']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which gene or protein associated with anchoring keratin filaments to hemidesmosomes is linked to the development of epidermolysis bullosa simplex with migratory circinate erythema?", "role": "user"}, {"content": "{'Metapath': [['disease', 'associated with', 'gene/protein']], 'Restriction': {'gene/protein': ['anchoring keratin filaments to hemidesmosomes'], 'disease': ['epidermolysis bullosa simplex with migratory circinate erythema']}}", "role": "assistant"}]} +{"conversations": [{"content": "What are the names of experimental solid-state drugs that target the protease PRSS2 gene?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'target', 'drug']], 'Restriction': {'gene/protein': ['PRSS2'], 'drug': ['experimental', 'solid-state']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which gene or protein is present in the tissue of cartilage but not expressed in the thymus?", "role": "user"}, {"content": "{'Metapath': [['anatomy', 'expression present', 'gene/protein'], ['anatomy', 'expression absent', 'gene/protein']], 'Restriction': {'anatomy': ['cartilage', 'thymus']}}", "role": "assistant"}]} +{"conversations": [{"content": "Find conditions linked to carboxylesterase 2 (CES2) that should not be treated with Rosiglitazone.", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'associated with', 'disease'], ['drug', 'contraindication', 'disease']], 'Restriction': {'gene/protein': ['carboxylesterase 2 (CES2)'], 'drug': ['Rosiglitazone']}}", "role": "assistant"}]} +{"conversations": [{"content": "What signaling pathways are activated following muscle contraction to facilitate the process?", "role": "user"}, {"content": "{'Metapath': [['biological_process', 'interacts with', 'gene/protein', 'interacts with', 'pathway']], 'Restriction': {'biological_process': ['muscle contraction']}}", "role": "assistant"}]} +{"conversations": [{"content": "What are the neuromuscular diseases associated with DNM1L gene mutations affecting muscle and nerve functions?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'associated with', 'disease']], 'Restriction': {'gene/protein': ['DNM1L'], 'disease': ['neuromuscular diseases affecting muscle and nerve functions']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which pharmaceutical compounds exhibit a synergistic effect when administered concurrently with Acetaminophen for treating identical ailments, while also demonstrating antagonistic properties at both dopamine (D2) and serotonin (5-HT2) receptors, with a higher affinity for the serotonin 5-HT2 receptor subtype compared to the dopamine D2 receptor?", "role": "user"}, {"content": "{'Metapath': [['drug', 'synergistic interaction', 'drug']], 'Restriction': {'drug': ['Acetaminophen', 'antagonistic properties at both dopamine (D2) and serotonin (5-HT2) receptors', 'higher affinity for the serotonin 5-HT2 receptor subtype compared to the dopamine D2 receptor']}}", "role": "assistant"}]} +{"conversations": [{"content": "Please find and list the compounds targeting the IGF2R in our database and provide their pharmacological categories.", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'target', 'drug']], 'Restriction': {'gene/protein': ['IGF2R']}}", "role": "assistant"}]} +{"conversations": [{"content": "Can you find a gene or protein involved in extracellular interactions and responsive to arsenic, which also plays a role in colitis recovery?", "role": "user"}, {"content": "{'Metapath': [['cellular_component', 'interacts with', 'gene/protein'], ['exposure', 'interacts with', 'gene/protein'], ['biological_process', 'interacts with', 'gene/protein']], 'Restriction': {'cellular_component': ['extracellular'], 'exposure': ['arsenic'], 'biological_process': ['colitis recovery']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which cellular structures are involved in interactions with genes or proteins affected by 5'-O-(N-(Alanyl)sulfamoyl)adenosine?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'interacts with', 'cellular_component']], 'Restriction': {'gene/protein': [\"affected by 5'-O-(N-(Alanyl)sulfamoyl)adenosine\"]}}", "role": "assistant"}]} +{"conversations": [{"content": "What specific disease falls under the category of the syndrome involving multinucleated neurons, anhydramnios, renal dysplasia, cerebellar hypoplasia, and hydranencephaly, in the context of disease classification hierarchy?", "role": "user"}, {"content": "{'Metapath': [['disease', 'parent-child', 'disease']], 'Restriction': {'disease': ['syndrome involving multinucleated neurons', 'anhydramnios', 'renal dysplasia', 'cerebellar hypoplasia', 'hydranencephaly']}}", "role": "assistant"}]} +{"conversations": [{"content": "Please find the gene or protein engaged in protein binding interactions, crucial for cytosolic synthesis in the IP2, IP, and Ins pathways, and key for the first step of converting glucose 6-phosphate to myo-inositol 1-phosphate in the myo-inositol biosynthesis pathway.", "role": "user"}, {"content": "{'Metapath': [['molecular_function', 'interacts with', 'gene/protein'], ['pathway', 'interacts with', 'gene/protein']], 'Restriction': {'molecular_function': ['protein binding interactions', 'crucial for cytosolic synthesis'], 'pathway': ['IP2, IP, and Ins pathways', 'first step of converting glucose 6-phosphate to myo-inositol 1-phosphate in the myo-inositol biosynthesis pathway']}}", "role": "assistant"}]} +{"conversations": [{"content": "What drugs used to treat Dravet syndrome increase the effect of synaptic inhibition via GABA potentiation?", "role": "user"}, {"content": "{'Metapath': [['disease', 'indication', 'drug']], 'Restriction': {'disease': ['Dravet syndrome'], 'effect/phenotype': ['increase the effect of synaptic inhibition via GABA potentiation']}}", "role": "assistant"}]} +{"conversations": [{"content": "Identify genes or proteins that both interact with G protein-coupled receptor functions and form protein-protein interactions with the CREB3L1 gene.", "role": "user"}, {"content": "{'Metapath': [['molecular_function', 'interacts with', 'gene/protein'], ['gene/protein', 'ppi', 'gene/protein']], 'Restriction': {'molecular_function': ['G protein-coupled receptor functions'], 'gene/protein': ['CREB3L1']}}", "role": "assistant"}]} +{"conversations": [{"content": "Identify a gene or protein that engages in interactions with PSME3, has a disease association common with cyclin-dependent kinase inhibitor 1A (CDKN1A), and could serve as a connecting element between PSME3 and CDKN1A.", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'ppi', 'gene/protein'], ['disease', 'associated with', 'gene/protein']], 'Restriction': {'gene/protein': ['PSME3', 'cyclin-dependent kinase inhibitor 1A (CDKN1A)']}}", "role": "assistant"}]} +{"conversations": [{"content": "Can you find details about a drug targeting NQO2 used in clinical trial NCT00746590, highlighting its effectiveness and safety in treating Hepatocellular Carcinoma?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'target', 'drug'], ['disease', 'indication', 'drug']], 'Restriction': {'gene/protein': ['NQO2'], 'disease': ['Hepatocellular Carcinoma'], 'clinical trial': ['NCT00746590']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you assist in finding diseases connected to adult intracranial malignant hemangiopericytoma and CNS mesenchymal non-meningothelial tumors, akin to umbrella terms or subsets of these conditions?", "role": "user"}, {"content": "{'Metapath': [['disease', 'parent-child', 'disease']], 'Restriction': {'disease': ['adult intracranial malignant hemangiopericytoma', 'CNS mesenchymal non-meningothelial tumors']}}", "role": "assistant"}]} +{"conversations": [{"content": "Can you suggest a medication for bacterial arthritis that synergizes with Gallamine triethiodide?", "role": "user"}, {"content": "{'Metapath': [['disease', 'indication', 'drug'], ['drug', 'synergistic interaction', 'drug']], 'Restriction': {'disease': ['bacterial arthritis'], 'drug': ['Gallamine triethiodide']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which gene or protein interacts with the Hippo signaling pathway and is linked to MST1, Mst2, and RASSF1A, affecting apoptosis, cell growth, and cancer suppression?", "role": "user"}, {"content": "{'Metapath': [['pathway', 'interacts with', 'gene/protein'], ['disease', 'associated with', 'gene/protein']], 'Restriction': {'pathway': ['Hippo signaling pathway'], 'gene/protein': ['MST1', 'Mst2', 'RASSF1A'], 'disease': ['apoptosis', 'cell growth', 'cancer suppression']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which prostate cancer diseases related to JAK2 mutations are incompatible with treatment using Estradiol valerate?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'associated with', 'disease'], ['drug', 'contraindication', 'disease']], 'Restriction': {'gene/protein': ['JAK2 mutations'], 'disease': ['prostate cancer diseases'], 'drug': ['Estradiol valerate']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which medications combat the same condition treated by Bacitracin, enhance its effectiveness through synergistic effects, and act as inhibitors of bacterial dihydrofolate reductase by obstructing the enzyme that facilitates bacterial folate production?", "role": "user"}, {"content": "{'Metapath': [['disease', 'indication', 'drug'], ['drug', 'synergistic interaction', 'drug'], ['gene/protein', 'enzyme', 'drug']], 'Restriction': {'drug': ['Bacitracin'], 'gene/protein': ['bacterial dihydrofolate reductase']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which anatomical structures lack the expression of genes or proteins that interact with acetylation at lysine 4 on histone H3?", "role": "user"}, {"content": "{'Metapath': [['biological_process', 'interacts with', 'gene/protein', 'expression absent', 'anatomy']], 'Restriction': {'biological_process': ['acetylation at lysine 4 on histone H3']}}", "role": "assistant"}]} +{"conversations": [{"content": "Identify genes or proteins that interact with BHLHA15, are involved in RNA splicing regulation, influence steroid nuclear receptor function, and belong to the RBM39-like family of splicing factors.", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'interacts with', 'gene/protein'], ['biological_process', 'interacts with', 'gene/protein']], 'Restriction': {'gene/protein': ['BHLHA15', 'RBM39-like family of splicing factors'], 'biological_process': ['RNA splicing regulation', 'influence steroid nuclear receptor function']}}", "role": "assistant"}]} +{"conversations": [{"content": "Can you find genes or proteins that interact with phosphatidylinositol phospholipase C's enzyme activity and also bind to the protein kinase PRKCB?", "role": "user"}, {"content": "{'Metapath': [['molecular_function', 'interacts with', 'gene/protein'], ['gene/protein', 'ppi', 'gene/protein']], 'Restriction': {'molecular_function': [\"phosphatidylinositol phospholipase C's enzyme activity\"], 'gene/protein': ['protein kinase PRKCB']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you pinpoint genes and proteins involved in both combined oxidative phosphorylation deficiency and the 5' processing of mitochondrial tRNAs?", "role": "user"}, {"content": "{'Metapath': [['disease', 'associated with', 'gene/protein'], ['biological_process', 'interacts with', 'gene/protein']], 'Restriction': {'disease': ['combined oxidative phosphorylation deficiency'], 'biological_process': [\"5' processing of mitochondrial tRNAs\"]}}", "role": "assistant"}]} +{"conversations": [{"content": "Which genes or proteins interact with GSTP1 through protein-protein interactions and also participate in CARD domain binding molecular functions?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'ppi', 'gene/protein'], ['molecular_function', 'interacts with', 'gene/protein']], 'Restriction': {'gene/protein': ['GSTP1'], 'molecular_function': ['CARD domain binding']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you suggest any diseases linked to the NUTM1 gene within genetic oncology that are categorized as undifferentiated carcinoma variants and share features with Oropharyngeal squamous cell carcinoma?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'associated with', 'disease']], 'Restriction': {'gene/protein': ['NUTM1'], 'disease': ['genetic oncology', 'undifferentiated carcinoma variants', 'features with Oropharyngeal squamous cell carcinoma']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you help me find medications in pill or tablet form that target the GCK gene or protein?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'target', 'drug']], 'Restriction': {'gene/protein': ['GCK'], 'drug': ['pill or tablet form']}}", "role": "assistant"}]} +{"conversations": [{"content": "Please identify a gene or protein with expression localized to the nasopharynx but not the thymus, which is also found to be upregulated across multiple cancer types and has been linked to the advancement and spread of these malignancies.", "role": "user"}, {"content": "{'Metapath': [['anatomy', 'expression absent', 'gene/protein'], ['anatomy', 'expression present', 'gene/protein'], ['disease', 'associated with', 'gene/protein']], 'Restriction': {'anatomy': ['nasopharynx', 'thymus'], 'disease': ['multiple cancer types', 'advancement and spread of malignancies']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you give me a rundown of compounds targeting the LTA4H gene or its protein product that induce apoptosis in leukemia cells?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'target', 'drug'], ['disease', 'indication', 'drug'], ['effect/phenotype', 'side effect', 'drug']], 'Restriction': {'gene/protein': ['LTA4H'], 'disease': ['leukemia'], 'effect/phenotype': ['induce apoptosis in cells']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which cellular structures interact with genes or proteins that are the targets of Aminodi(ethyloxy)ethylaminocarbonylbenzenesulfonamide?", "role": "user"}, {"content": "{'Metapath': [['drug', 'target', 'gene/protein', 'interacts with', 'cellular_component']], 'Restriction': {'drug': ['Aminodi(ethyloxy)ethylaminocarbonylbenzenesulfonamide']}}", "role": "assistant"}]} +{"conversations": [{"content": "What drugs target the SLC5A1 transporter and are used to treat Staphylococcus aureus pneumonia?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'transporter', 'drug'], ['disease', 'indication', 'drug']], 'Restriction': {'gene/protein': ['SLC5A1'], 'disease': ['Staphylococcus aureus pneumonia']}}", "role": "assistant"}]} +{"conversations": [{"content": "What is the name of the disease that is classified as a type of neoplasm and is directly related to mesothelioma?", "role": "user"}, {"content": "{'Metapath': [['disease', 'parent-child', 'disease']], 'Restriction': {'disease': ['type of neoplasm', 'directly related to mesothelioma']}}", "role": "assistant"}]} +{"conversations": [{"content": "What are the genes or proteins involved in both anauxetic dysplasia and the progression of breast cancer through telomere stabilization?", "role": "user"}, {"content": "{'Metapath': [['disease', 'associated with', 'gene/protein']], 'Restriction': {'disease': ['anauxetic dysplasia', 'progression of breast cancer through telomere stabilization']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which bodily structures lack the expression of genes or proteins commonly linked to lethargy?", "role": "user"}, {"content": "{'Metapath': [['effect/phenotype', 'associated with', 'gene/protein', 'expression absent', 'anatomy']], 'Restriction': {'effect/phenotype': ['lethargy']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which genes or proteins engage in interactions with WDR35, are localized to the centrosome, and are linked to phenotypes or effects similar to those associated with WDR35?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'interacts with', 'gene/protein'], ['cellular_component', 'interacts with', 'gene/protein'], ['effect/phenotype', 'associated with', 'gene/protein']], 'Restriction': {'gene/protein': ['WDR35'], 'cellular_component': ['centrosome'], 'effect/phenotype': ['phenotypes or effects similar to those associated with WDR35']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which gene or protein is not expressed in either the lymph node or the metanephros?", "role": "user"}, {"content": "{'Metapath': [['anatomy', 'expression absent', 'gene/protein']], 'Restriction': {'anatomy': ['lymph node', 'metanephros']}}", "role": "assistant"}]} +{"conversations": [{"content": "What condition is considered a subset of both acute hemorrhagic encephalitis and acute disseminated encephalomyelitis in disease classification?", "role": "user"}, {"content": "{'Metapath': [['disease', 'parent-child', 'disease']], 'Restriction': {'disease': ['acute hemorrhagic encephalitis', 'acute disseminated encephalomyelitis']}}", "role": "assistant"}]} +{"conversations": [{"content": "Identify genes or proteins exhibiting hydrolase activity that also interact with TMEM14B through protein-protein interactions.", "role": "user"}, {"content": "{'Metapath': [['molecular_function', 'interacts with', 'gene/protein'], ['gene/protein', 'ppi', 'gene/protein']], 'Restriction': {'molecular_function': ['hydrolase activity'], 'gene/protein': ['TMEM14B']}}", "role": "assistant"}]} +{"conversations": [{"content": "What diseases are correlated with IL21 gene activity and are also less severe forms of combined immunodeficiency?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'associated with', 'disease'], ['disease', 'parent-child', 'disease']], 'Restriction': {'gene/protein': ['IL21 gene activity'], 'disease': ['less severe forms of combined immunodeficiency']}}", "role": "assistant"}]} +{"conversations": [{"content": "What are the drugs that can't be used by female hemophilia carriers and have a half-life of 7.1 to 10.6 hours?", "role": "user"}, {"content": "{'Metapath': [['disease', 'contraindication', 'drug']], 'Restriction': {'disease': ['female hemophilia carriers'], 'drug': ['half-life of 7.1 to 10.6 hours']}}", "role": "assistant"}]} +{"conversations": [{"content": "What is the biological pathway that interacts with the PPP2R5E gene/protein and is hierarchically related as a parent or child to the Costimulation by CD28 family pathway?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'interacts with', 'pathway'], ['pathway', 'parent-child', 'pathway']], 'Restriction': {'gene/protein': ['PPP2R5E'], 'pathway': ['Costimulation by CD28 family']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which condition is associated with the AQP2 gene mutation and characterized by increased urination and gradual harm to the body's small blood vessels?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'associated with', 'disease']], 'Restriction': {'gene/protein': ['AQP2 gene mutation'], 'disease': ['increased urination', \"gradual harm to the body's small blood vessels\"]}}", "role": "assistant"}]} +{"conversations": [{"content": "I am seeking information on a gene or protein that satisfies the following criteria: it should physically interact with NDUFS6; be linked to the same pathology as NDUFS6; and act as an auxiliary component involved in electron transport within the mitochondrial respiratory chain Complex I. Can anyone recommend a candidate that fulfills these specific conditions?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'ppi', 'gene/protein'], ['disease', 'associated with', 'gene/protein']], 'Restriction': {'gene/protein': ['NDUFS6', 'physically interact', 'act as an auxiliary component involved in electron transport within the mitochondrial respiratory chain Complex I']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which anatomical structures lack the expression of genes or proteins that are involved in enhancing opsonization?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'expression absent', 'anatomy']], 'Restriction': {'gene/protein': ['involved in enhancing opsonization']}}", "role": "assistant"}]} +{"conversations": [{"content": "Looking for a molecule associated with male infertility, involved in sensing sweet, bitter, and umami tastes, and found in mouth epithelial and gastrointestinal tissues. Can you find a match in your database?", "role": "user"}, {"content": "{'Metapath': [['effect/phenotype', 'associated with', 'gene/protein'], ['anatomy', 'expression present', 'gene/protein']], 'Restriction': {'effect/phenotype': ['male infertility', 'sensing sweet, bitter, and umami tastes'], 'anatomy': ['mouth epithelial', 'gastrointestinal tissues']}}", "role": "assistant"}]} +{"conversations": [{"content": "Can you help me find medications that target the ST3GAL5 gene or its associated protein for their therapeutic effects?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'target', 'drug']], 'Restriction': {'gene/protein': ['ST3GAL5']}}", "role": "assistant"}]} +{"conversations": [{"content": "Can you provide a list of medications for leukemia treatment that may have side effects related to gout and cardiomegaly?", "role": "user"}, {"content": "{'Metapath': [['disease', 'indication', 'drug'], ['effect/phenotype', 'side effect', 'drug']], 'Restriction': {'disease': ['leukemia'], 'effect/phenotype': ['gout', 'cardiomegaly']}}", "role": "assistant"}]} +{"conversations": [{"content": "What are the solid-form drugs that target the cyclophilin A (PPIA) protein?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'target', 'drug']], 'Restriction': {'gene/protein': ['cyclophilin A (PPIA)'], 'drug': ['solid-form']}}", "role": "assistant"}]} +{"conversations": [{"content": "What drugs synergize with Clonidine and also act as substrates or inhibitors of CYP2C18 enzyme?", "role": "user"}, {"content": "{'Metapath': [['drug', 'synergistic interaction', 'drug'], ['gene/protein', 'enzyme', 'drug']], 'Restriction': {'drug': ['Clonidine'], 'gene/protein': ['CYP2C18']}}", "role": "assistant"}]} +{"conversations": [{"content": "How can I find a disease that is hierarchically related as a subtype or supertype to both Fanconi anemia and sideroblastic anemia in the disease ontology?", "role": "user"}, {"content": "{'Metapath': [['disease', 'parent-child', 'disease']], 'Restriction': {'disease': ['Fanconi anemia', 'sideroblastic anemia']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which anatomical structures lack the expression of genes or proteins associated with the positive regulation of basement membrane assembly that play a role in the shaping of the embryonic body?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'expression absent', 'anatomy']], 'Restriction': {'gene/protein': ['associated with the positive regulation of basement membrane assembly', 'play a role in the shaping of the embryonic body']}}", "role": "assistant"}]} +{"conversations": [{"content": "What are the pathways with both a 'parent-child' hierarchy related to the TCR signaling pathway and interactions with the CD101 gene or protein?", "role": "user"}, {"content": "{'Metapath': [['pathway', 'parent-child', 'pathway'], ['gene/protein', 'interacts with', 'pathway']], 'Restriction': {'pathway': ['TCR signaling pathway'], 'gene/protein': ['CD101']}}", "role": "assistant"}]} +{"conversations": [{"content": "Can you find a gene or protein that interacts with the TCA cycle, is linked to endometrial carcinoma, and has protein-binding molecular functions?", "role": "user"}, {"content": "{'Metapath': [['biological_process', 'interacts with', 'gene/protein'], ['disease', 'associated with', 'gene/protein'], ['molecular_function', 'interacts with', 'gene/protein']], 'Restriction': {'biological_process': ['TCA cycle'], 'disease': ['endometrial carcinoma'], 'molecular_function': ['protein-binding']}}", "role": "assistant"}]} +{"conversations": [{"content": "Hello, could you help me locate treatments for plasmacytoma cancer? Additionally, I'm interested in any drugs associated with the Pegylated Interferon Alpha-2b vs. Hydroxyurea clinical trial in Polycythemia Vera, reference number NCT01949805, that may be relevant to plasmacytoma management.", "role": "user"}, {"content": "{'Metapath': [['disease', 'indication', 'drug']], 'Restriction': {'disease': ['plasmacytoma cancer', 'Polycythemia Vera'], 'drug': ['Pegylated Interferon Alpha-2b', 'Hydroxyurea'], 'clinical trial': ['NCT01949805']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you identify the pathways that are synergistic with both NR1H2 and NR1H3 signaling pathways, specifically those that influence the regulation of genes involved in cholesterol transport and efflux?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'interacts with', 'pathway'], ['gene/protein', 'interacts with', 'pathway']], 'Restriction': {'gene/protein': ['NR1H2', 'NR1H3'], 'pathway': ['regulation of genes involved in cholesterol transport and efflux']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you provide information on any hereditary blood disorders that may cause symptoms of fatigue, dizziness, and pallor, and clarify whether Moxifloxacin is an appropriate treatment for such conditions?", "role": "user"}, {"content": "{'Metapath': [['effect/phenotype', 'phenotype present', 'disease'], ['drug', 'indication', 'disease']], 'Restriction': {'effect/phenotype': ['fatigue', 'dizziness', 'pallor'], 'drug': ['Moxifloxacin']}}", "role": "assistant"}]} +{"conversations": [{"content": "Can you supply a list of genes and proteins that interact with the immunoglobulin complex within the cell, demonstrate antigen-binding activity, and are located on chromosome 2?", "role": "user"}, {"content": "{'Metapath': [['cellular_component', 'interacts with', 'gene/protein'], ['molecular_function', 'interacts with', 'gene/protein'], ['anatomy', 'expression present', 'gene/protein']], 'Restriction': {'cellular_component': ['immunoglobulin complex within the cell'], 'molecular_function': ['antigen-binding activity'], 'anatomy': ['chromosome 2']}}", "role": "assistant"}]} +{"conversations": [{"content": "What disease is associated with the ALDH5A1 gene and is related to hypermanganesemia with dystonia?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'associated with', 'disease']], 'Restriction': {'gene/protein': ['ALDH5A1'], 'disease': ['related to hypermanganesemia with dystonia']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you supply a list of drugs prescribed for respiratory infections that may also lead to side effects like hemolytic anemia and nausea?", "role": "user"}, {"content": "{'Metapath': [['disease', 'indication', 'drug'], ['effect/phenotype', 'side effect', 'drug']], 'Restriction': {'disease': ['respiratory infections'], 'effect/phenotype': ['hemolytic anemia', 'nausea']}}", "role": "assistant"}]} +{"conversations": [{"content": "What is the name of the gene or protein associated with retinal cone dystrophy that produces the alpha-2/delta subunit of a voltage-gated calcium channel responsible for calcium ion entry?", "role": "user"}, {"content": "{'Metapath': [['disease', 'associated with', 'gene/protein']], 'Restriction': {'disease': ['retinal cone dystrophy'], 'gene/protein': ['produces the alpha-2/delta subunit of a voltage-gated calcium channel responsible for calcium ion entry']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which conditions are linked to dental enamel hypoplasia and result in delicate, blister-prone skin, yet have no drugs indicated for them?", "role": "user"}, {"content": "{'Metapath': [['effect/phenotype', 'linked to', 'disease'], ['effect/phenotype', 'phenotype present', 'disease'], ['drug', 'indication', 'disease']], 'Restriction': {'effect/phenotype': ['dental enamel hypoplasia', 'delicate, blister-prone skin']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which gene or protein is simultaneously not expressed in the placenta and the temporal lobe of the brain?", "role": "user"}, {"content": "{'Metapath': [['anatomy', 'expression absent', 'gene/protein']], 'Restriction': {'anatomy': ['placenta', 'temporal lobe of the brain']}}", "role": "assistant"}]} +{"conversations": [{"content": "I'm dealing with persistent acne and looking for a treatment to alleviate the breakouts, reduce redness, and clear the pimples. Can you recommend a suitable medication?", "role": "user"}, {"content": "{'Metapath': [['disease', 'indication', 'drug']], 'Restriction': {'disease': ['persistent acne']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which genes or proteins interact with acylglycerol lipase's enzymatic function and are involved in immune system processes?", "role": "user"}, {"content": "{'Metapath': [['molecular_function', 'interacts with', 'gene/protein'], ['biological_process', 'interacts with', 'gene/protein']], 'Restriction': {'molecular_function': [\"acylglycerol lipase's enzymatic function\"], 'biological_process': ['immune system processes']}}", "role": "assistant"}]} +{"conversations": [{"content": "What hereditary condition associated with the KCNJ11 gene might suggest a secondary growth hormone deficiency in patients with familial hyperinsulinemic hypoglycemia?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'associated with', 'disease']], 'Restriction': {'gene/protein': ['KCNJ11'], 'disease': ['hereditary condition', 'secondary growth hormone deficiency', 'familial hyperinsulinemic hypoglycemia']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you provide a list of medications that function as alpha-2 adrenergic receptor agonists, exhibit synergistic effects when combined with Guanadrel, and are commonly prescribed for managing the same medical condition?", "role": "user"}, {"content": "{'Metapath': [['drug', 'synergistic interaction', 'drug'], ['disease', 'indication', 'drug']], 'Restriction': {'drug': ['alpha-2 adrenergic receptor agonists', 'Guanadrel'], 'disease': ['same medical condition']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you find the signaling pathways that interact with the ABCC9 gene/protein and fall under the broader category of ABC transporter disorders?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'interacts with', 'pathway'], ['pathway', 'parent-child', 'pathway']], 'Restriction': {'gene/protein': ['ABCC9'], 'pathway': ['ABC transporter disorders']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which investigational solid compounds are targeting the PDE4A gene/protein for their pharmacological effects?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'target', 'drug']], 'Restriction': {'gene/protein': ['PDE4A']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could someone provide information on which specific ABC transporter gene or protein is responsible for conveying drugs that exhibit a synergistic effect when combined with Hyperforin, considering this protein belongs to the ATP-binding cassette superfamily known for its role in translocating diverse substances through cell membranes?", "role": "user"}, {"content": "{'Metapath': [['drug', 'synergistic interaction', 'drug', 'transporter', 'gene/protein']], 'Restriction': {'drug': ['Hyperforin'], 'gene/protein': ['ABC transporter gene or protein', 'ATP-binding cassette superfamily', 'translocating diverse substances through cell membranes']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you find a gene or protein associated with breast cancer that also plays a role in the pathway involving histone lysine residue modification by protein lysine methyltransferases?", "role": "user"}, {"content": "{'Metapath': [['disease', 'associated with', 'gene/protein'], ['pathway', 'interacts with', 'gene/protein']], 'Restriction': {'disease': ['breast cancer'], 'pathway': ['histone lysine residue modification by protein lysine methyltransferases']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which cellular structures are involved in interactions with genes or proteins that (5R,6E,8Z,11Z,14Z,17Z)-5-hydroxyicosa-6,8,11,14,17-pentaenoic acid targets?", "role": "user"}, {"content": "{'Metapath': [['drug', 'target', 'gene/protein', 'interacts with', 'cellular_component']], 'Restriction': {'drug': ['(5R,6E,8Z,11Z,14Z,17Z)-5-hydroxyicosa-6,8,11,14,17-pentaenoic acid']}}", "role": "assistant"}]} +{"conversations": [{"content": "Identify a gene or protein that mediates controlled exocytosis by interacting with partners, also engaging with small GTPase-active molecules, and specifically acts as a crucial ally for Rab11 in managing protein transport in tubular endosomes.", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'interacts with', 'gene/protein'], ['molecular_function', 'interacts with', 'gene/protein']], 'Restriction': {'gene/protein': ['mediates controlled exocytosis', 'acts as a crucial ally for Rab11 in managing protein transport in tubular endosomes'], 'molecular_function': ['interacting with partners', 'engaging with small GTPase-active molecules']}}", "role": "assistant"}]} +{"conversations": [{"content": "What is the name of the pharmaceutical agent that shares a gene or protein transporter with Insulin degludec and functions by obstructing the activity of the colony-stimulating factor 1 (CSF1) or its receptor?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'transporter', 'drug'], ['gene/protein', 'target', 'drug']], 'Restriction': {'gene/protein': ['Insulin degludec', 'colony-stimulating factor 1 (CSF1) or its receptor']}}", "role": "assistant"}]} +{"conversations": [{"content": "What is the pediatric lung disease that is considered a variant of pulmonary blastoma affecting the lung or pleural areas?", "role": "user"}, {"content": "{'Metapath': [['disease', 'parent-child', 'disease']], 'Restriction': {'disease': ['pediatric lung disease', 'variant of pulmonary blastoma affecting the lung or pleural areas']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which gene or protein is consistently not expressed in the mucosal tissues of the mouth and the small intestine?", "role": "user"}, {"content": "{'Metapath': [['anatomy', 'expression absent', 'gene/protein']], 'Restriction': {'anatomy': ['mucosal tissues of the mouth', 'small intestine']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you identify the common genetic targets that are influenced by both Fx-1006A and Diclofenac?", "role": "user"}, {"content": "{'Metapath': [['drug', 'target', 'gene/protein']], 'Restriction': {'drug': ['Fx-1006A', 'Diclofenac']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which gene or protein is consistently not expressed in the pancreatic and adult mammalian renal tissues?", "role": "user"}, {"content": "{'Metapath': [['anatomy', 'expression absent', 'gene/protein']], 'Restriction': {'anatomy': ['pancreatic tissues', 'adult mammalian renal tissues']}}", "role": "assistant"}]} +{"conversations": [{"content": "What diseases are associated with chromosomal abnormalities that cause growth impairment and cognitive delays?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'associated with', 'disease']], 'Restriction': {'gene/protein': ['chromosomal abnormalities that cause growth impairment and cognitive delays']}}", "role": "assistant"}]} +{"conversations": [{"content": "Can you give me a rundown of pills and tablets that target the mitochondrial UQCRB for their interaction?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'target', 'drug']], 'Restriction': {'gene/protein': ['mitochondrial UQCRB']}}", "role": "assistant"}]} +{"conversations": [{"content": "What subordinate biological pathway involves C1QBP protein interaction within the Cytochrome c-mediated apoptosis pathway?", "role": "user"}, {"content": "{'Metapath': [['pathway', 'parent-child', 'pathway'], ['gene/protein', 'interacts with', 'pathway']], 'Restriction': {'gene/protein': ['C1QBP'], 'pathway': ['Cytochrome c-mediated apoptosis pathway']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you list the diseases classified as types or subsets of aphasia in our medical database?", "role": "user"}, {"content": "{'Metapath': [['disease', 'parent-child', 'disease']], 'Restriction': {'disease': ['aphasia']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which gene or protein is consistently not expressed in the cerebral cortex as well as in the synovial tissue layers?", "role": "user"}, {"content": "{'Metapath': [['anatomy', 'expression absent', 'gene/protein']], 'Restriction': {'anatomy': ['cerebral cortex', 'synovial tissue layers']}}", "role": "assistant"}]} +{"conversations": [{"content": "Find health conditions linked to IRAK1 gene mutations and list those for which Telithromycin treatment is not recommended.", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'associated with', 'disease'], ['drug', 'contraindication', 'disease']], 'Restriction': {'gene/protein': ['IRAK1'], 'drug': ['Telithromycin']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which pediatric condition is associated with being a precursor to or a subtype of immature ovarian teratoma?", "role": "user"}, {"content": "{'Metapath': [['disease', 'parent-child', 'disease']], 'Restriction': {'disease': ['pediatric condition', 'precursor to or a subtype of immature ovarian teratoma']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which gene or protein is notably missing from the adult mammalian kidney and also not present in amniotic fluid?", "role": "user"}, {"content": "{'Metapath': [['anatomy', 'expression absent', 'gene/protein']], 'Restriction': {'anatomy': ['adult mammalian kidney', 'amniotic fluid']}}", "role": "assistant"}]} +{"conversations": [{"content": "What could be the diagnosis for yellowish or whitish eye spots in someone with a family history of vitreoretinal degeneration, and is it hereditary?", "role": "user"}, {"content": "{'Metapath': [['effect/phenotype', 'phenotype present', 'disease'], ['disease', 'parent-child', 'disease']], 'Restriction': {'effect/phenotype': ['yellowish or whitish eye spots'], 'disease': ['vitreoretinal degeneration', 'hereditary']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which anatomical structures lack the expression of genes or proteins involved in the interaction with the vacuolar acidification process?", "role": "user"}, {"content": "{'Metapath': [['biological_process', 'interacts with', 'gene/protein', 'expression absent', 'anatomy']], 'Restriction': {'biological_process': ['vacuolar acidification process']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which medication acts by targeting estrogen receptors within protein complexes and has its transport mediated by specific genes or proteins?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'target', 'drug'], ['gene/protein', 'transporter', 'drug']], 'Restriction': {'gene/protein': ['estrogen receptors within protein complexes']}}", "role": "assistant"}]} +{"conversations": [{"content": "Can you pinpoint genes and proteins engaged in RNA polymerase II-mediated sequence-specific DNA binding at cis-regulatory sites and implicated in anterior HOX gene activation pathways during hindbrain development in early embryos? Additionally, are any of these associated with regulating transcription complex assembly at Hox gene control regions?", "role": "user"}, {"content": "{'Metapath': [['biological_process', 'interacts with', 'gene/protein'], ['pathway', 'interacts with', 'gene/protein']], 'Restriction': {'biological_process': ['RNA polymerase II-mediated sequence-specific DNA binding at cis-regulatory sites', 'hindbrain development in early embryos', 'regulating transcription complex assembly at Hox gene control regions'], 'pathway': ['anterior HOX gene activation pathways']}}", "role": "assistant"}]} +{"conversations": [{"content": "Are there any genes or proteins that facilitate interaction with interferon-gamma (IFNG), share associated effects or phenotypes similar to IFNG, and code for proteins involved in the composition of adherens junctions?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'interacts with', 'gene/protein'], ['effect/phenotype', 'associated with', 'gene/protein'], ['cellular_component', 'interacts with', 'gene/protein']], 'Restriction': {'gene/protein': ['interferon-gamma (IFNG)'], 'cellular_component': ['adherens junctions']}}", "role": "assistant"}]} +{"conversations": [{"content": "What disease is associated with the AASS gene, characterized by high blood lysine and urinary lysine excretion, but lacks a determined prevalence?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'associated with', 'disease']], 'Restriction': {'gene/protein': ['AASS'], 'disease': ['characterized by high blood lysine and urinary lysine excretion', 'lacks a determined prevalence']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which diseases are precursors or derivatives of spontaneous idiopathic coronary artery dissection in the disease classification hierarchy?", "role": "user"}, {"content": "{'Metapath': [['disease', 'parent-child', 'disease']], 'Restriction': {'disease': ['spontaneous idiopathic coronary artery dissection']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you diagnose a disorder associated with the CLCN1 gene that presents with periodic muscle weakness and high potassium levels in the blood?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'associated with', 'disease']], 'Restriction': {'gene/protein': ['CLCN1'], 'effect/phenotype': ['periodic muscle weakness', 'high potassium levels in the blood']}}", "role": "assistant"}]} +{"conversations": [{"content": "Identify anatomical structures lacking gene or protein expression linked to Confusion.", "role": "user"}, {"content": "{'Metapath': [['effect/phenotype', 'associated with', 'gene/protein', 'expression absent', 'anatomy']], 'Restriction': {'effect/phenotype': ['Confusion']}}", "role": "assistant"}]} +{"conversations": [{"content": "Identify the gene interacting with the Telomere Extension By Telomerase pathway that encodes a pseudouridine synthase involved in telomerase stabilization and snoRNA recognition.", "role": "user"}, {"content": "{'Metapath': [['pathway', 'interacts with', 'gene/protein']], 'Restriction': {'pathway': ['Telomere Extension By Telomerase'], 'gene/protein': ['encodes a pseudouridine synthase involved in telomerase stabilization and snoRNA recognition']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you recommend a drug that induces exon 51 skipping in the DMD mRNA for treating Becker muscular dystrophy?", "role": "user"}, {"content": "{'Metapath': [['disease', 'indication', 'drug'], ['gene/protein', 'interacts with', 'drug']], 'Restriction': {'disease': ['Becker muscular dystrophy'], 'gene/protein': ['DMD mRNA', 'exon 51 skipping']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which gene or protein, responsible for coding a component of the mitochondrial complex I, has the capacity for interaction with NDUFB9 and is similarly linked to the disease commonly associated with NDUFB9?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'interacts with', 'gene/protein'], ['disease', 'associated with', 'gene/protein']], 'Restriction': {'gene/protein': ['coding a component of the mitochondrial complex I', 'capacity for interaction with NDUFB9'], 'disease': ['commonly associated with NDUFB9']}}", "role": "assistant"}]} +{"conversations": [{"content": "What is the biological pathway involving the MAN2B1 gene that plays a role in oligosaccharides breakdown?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'interacts with', 'pathway']], 'Restriction': {'gene/protein': ['MAN2B1'], 'pathway': ['plays a role in oligosaccharides breakdown']}}", "role": "assistant"}]} +{"conversations": [{"content": "Can you find any investigational pills or capsules focused on the LTA4H gene/protein interactions?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'target', 'drug']], 'Restriction': {'gene/protein': ['LTA4H']}}", "role": "assistant"}]} +{"conversations": [{"content": "What is the name of the respiratory disease associated with abnormal GPR68 function that falls under the category of amelogenesis imperfecta and leads to respiratory failure?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'associated with', 'disease'], ['disease', 'parent-child', 'disease']], 'Restriction': {'gene/protein': ['GPR68'], 'disease': ['respiratory disease', 'amelogenesis imperfecta', 'respiratory failure']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which biological processes share a common interaction pattern with genes or proteins involved in the positive regulation of complement-dependent cytotoxicity?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'interacts with', 'biological_process']], 'Restriction': {'gene/protein': ['involved in the positive regulation of complement-dependent cytotoxicity']}}", "role": "assistant"}]} +{"conversations": [{"content": "Discover a biological pathway involving the interaction where VEGF binds to VEGFR, resulting in receptor dimerization, and ascertain how both entities interact with a common gene or protein.", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'interacts with', 'pathway'], ['gene/protein', 'interacts with', 'pathway']], 'Restriction': {'gene/protein': ['VEGF', 'VEGFR']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which gene is responsible for producing a snoRNA with predominant paternal expression in brain tissue, associated with Noonan syndrome, and situated in a snoRNA cluster on chromosome 15?", "role": "user"}, {"content": "{'Metapath': [['anatomy', 'expression present', 'gene/protein'], ['disease', 'associated with', 'gene/protein']], 'Restriction': {'anatomy': ['brain tissue'], 'disease': ['Noonan syndrome'], 'gene/protein': ['producing a snoRNA with predominant paternal expression', 'situated in a snoRNA cluster on chromosome 15']}}", "role": "assistant"}]} +{"conversations": [{"content": "Please find genes and proteins that interact with and likely regulate 1-phosphatidylinositol-3-kinase activity and are also part of the cellular phosphatidylinositol 3-kinase complex.", "role": "user"}, {"content": "{'Metapath': [['molecular_function', 'interacts with', 'gene/protein'], ['cellular_component', 'interacts with', 'gene/protein']], 'Restriction': {'molecular_function': ['1-phosphatidylinositol-3-kinase activity'], 'cellular_component': ['cellular phosphatidylinositol 3-kinase complex']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which gene or protein, analogous to SLC10A1\u2014referred to as the sodium/bile acid cotransporter or NTCP, responsible for shuttling various endogenous substances and pharmaceuticals into liver cells\u2014additionally facilitates the uptake of medications that exhibit synergistic effects when used in conjunction with Collagenase clostridium histolyticum?", "role": "user"}, {"content": "{'Metapath': [['drug', 'synergistic interaction', 'drug', 'target', 'gene/protein']], 'Restriction': {'gene/protein': ['analogous to SLC10A1', 'responsible for shuttling various endogenous substances and pharmaceuticals into liver cells', 'facilitates the uptake of medications'], 'drug': ['Collagenase clostridium histolyticum']}}", "role": "assistant"}]} +{"conversations": [{"content": "What disease, associated with TRAF3IP2 and featuring increased skin cell growth, fits within the group of disorders akin to psoriasis?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'associated with', 'disease']], 'Restriction': {'gene/protein': ['TRAF3IP2'], 'disease': ['increased skin cell growth', 'group of disorders akin to psoriasis']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which cellular structures are involved in interactions with genes or proteins that are the targets of Ligandrol?", "role": "user"}, {"content": "{'Metapath': [['drug', 'target', 'gene/protein', 'interacts with', 'cellular_component']], 'Restriction': {'drug': ['Ligandrol']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which gene on chromosome 7, ranging from 104,950,315 to 105,013,068 base pairs, encodes a ribosomal structural protein involved in ribosome interactions?", "role": "user"}, {"content": "{'Metapath': [['cellular_component', 'interacts with', 'gene/protein']], 'Restriction': {'gene/protein': ['chromosome 7, ranging from 104,950,315 to 105,013,068 base pairs', 'encodes a ribosomal structural protein'], 'cellular_component': ['ribosome']}}", "role": "assistant"}]} +{"conversations": [{"content": "I'm seeking information on glucocorticoid medications with immunosuppressive, anti-inflammatory, and vasoconstrictive properties that have a synergistic effect when used with Flunisolide. These drugs should be indicated for the same conditions that Flunisolide, a topical corticosteroid used for its anti-inflammatory benefits, is prescribed for.", "role": "user"}, {"content": "{'Metapath': [['drug', 'synergistic interaction', 'drug'], ['disease', 'indication', 'drug']], 'Restriction': {'drug': ['glucocorticoid medications', 'Flunisolide', 'topical corticosteroid used for its anti-inflammatory benefits'], 'disease': ['conditions that Flunisolide is prescribed for']}}", "role": "assistant"}]} +{"conversations": [{"content": "I need to find a gene or protein linked with HDL remodeling, involved in cholesterol transfer among lipoprotein particles, and that impacts HDL cholesterol levels, potentially affecting heart disease risk.", "role": "user"}, {"content": "{'Metapath': [['biological_process', 'interacts with', 'gene/protein'], ['disease', 'associated with', 'gene/protein']], 'Restriction': {'biological_process': ['HDL remodeling', 'cholesterol transfer among lipoprotein particles'], 'disease': ['heart disease'], 'gene/protein': ['impacts HDL cholesterol levels']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which gene or protein engages in interactions with LMO2, shares a disease association with it, and is vital for the development of B and T lymphocytes?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'ppi', 'gene/protein'], ['disease', 'associated with', 'gene/protein']], 'Restriction': {'gene/protein': ['LMO2', 'vital for the development of B and T lymphocytes']}}", "role": "assistant"}]} +{"conversations": [{"content": "Can you find which metabolic pathways interact with the UPP2 gene/protein and come after the nucleobase catabolism pathway?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'interacts with', 'pathway']], 'Restriction': {'gene/protein': ['UPP2'], 'pathway': ['come after the nucleobase catabolism pathway']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you suggest any medications compatible with Dolutegravir that are effective for treating hypercalcemia without significantly impacting nutrient absorption and metabolism?", "role": "user"}, {"content": "{'Metapath': [['drug', 'synergistic interaction', 'drug'], ['disease', 'indication', 'drug']], 'Restriction': {'drug': ['Dolutegravir'], 'disease': ['hypercalcemia']}}", "role": "assistant"}]} +{"conversations": [{"content": "Identify genes and proteins expressed in uterine tissue that interact with ACSF2 and are believed to localize in the mitochondria.", "role": "user"}, {"content": "{'Metapath': [['anatomy', 'expression present', 'gene/protein'], ['gene/protein', 'interacts with', 'gene/protein'], ['cellular_component', 'interacts with', 'gene/protein']], 'Restriction': {'anatomy': ['uterine tissue'], 'gene/protein': ['ACSF2'], 'cellular_component': ['mitochondria']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which anticancer agent with the ability to block PARP1, PARP2, and PARP3 targets the genes or proteins associated with NAD+ ADP-ribosyltransferase activity?", "role": "user"}, {"content": "{'Metapath': [['molecular_function', 'interacts with', 'gene/protein', 'target', 'drug']], 'Restriction': {'gene/protein': ['PARP1', 'PARP2', 'PARP3'], 'molecular_function': ['NAD+ ADP-ribosyltransferase activity']}}", "role": "assistant"}]} +{"conversations": [{"content": "Is it possible that I've inherited a predisposition to a condition akin to bilateral massive adrenal hemorrhage, similar to what my parents experienced?", "role": "user"}, {"content": "{'Metapath': [['disease', 'parent-child', 'disease']], 'Restriction': {'disease': ['bilateral massive adrenal hemorrhage', 'condition akin to bilateral massive adrenal hemorrhage']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which disease is associated with the KCNQ3 gene and typically presents symptoms shortly after waking up?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'associated with', 'disease']], 'Restriction': {'gene/protein': ['KCNQ3'], 'disease': ['typically presents symptoms shortly after waking up']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you recommend any beta-blocker medications effective for managing ocular hypertension?", "role": "user"}, {"content": "{'Metapath': [['disease', 'indication', 'drug']], 'Restriction': {'disease': ['ocular hypertension']}}", "role": "assistant"}]} +{"conversations": [{"content": "Identify synthetic progestins that target the sex hormone-binding globulin (SHBG) gene in their pharmacological interactions.", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'target', 'drug']], 'Restriction': {'gene/protein': ['sex hormone-binding globulin (SHBG)']}}", "role": "assistant"}]} +{"conversations": [{"content": "What are the pathways involving NR1H3 protein that regulate gene expression for triglyceride catabolism in adipose tissue, focusing on PLIN1 gene binding and expression control?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'interacts with', 'pathway'], ['gene/protein', 'interacts with', 'pathway']], 'Restriction': {'gene/protein': ['NR1H3', 'PLIN1'], 'anatomy': ['adipose tissue'], 'biological_process': ['triglyceride catabolism'], 'molecular_function': ['gene expression', 'gene binding', 'expression control']}}", "role": "assistant"}]} +{"conversations": [{"content": "Identify proteins or genes that exhibit interaction with DCAF7 and are concurrently linked to an identical pathological condition.", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'ppi', 'gene/protein'], ['disease', 'associated with', 'gene/protein']], 'Restriction': {'gene/protein': ['DCAF7']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which disease is associated with the TCOF1 gene and falls under the category of X-linked syndromic intellectual disability?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'associated with', 'disease']], 'Restriction': {'gene/protein': ['TCOF1'], 'disease': ['X-linked syndromic intellectual disability']}}", "role": "assistant"}]} +{"conversations": [{"content": "What is the disease classified under infectious diseases that causes both epileptic seizures and encephalitis?", "role": "user"}, {"content": "{'Metapath': [['disease', 'parent-child', 'disease'], ['effect/phenotype', 'phenotype present', 'disease']], 'Restriction': {'disease': ['infectious diseases'], 'effect/phenotype': ['epileptic seizures', 'encephalitis']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which cellular structures engage with the genes or proteins affected by D-phenylalanyl-N-benzyl-L-prolinamide?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'interacts with', 'cellular_component']], 'Restriction': {'gene/protein': ['affected by D-phenylalanyl-N-benzyl-L-prolinamide']}}", "role": "assistant"}]} +{"conversations": [{"content": "List health conditions linked to the MFAP5 gene that should not be treated with Medroxyprogesterone acetate.", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'associated with', 'disease'], ['drug', 'contraindication', 'disease']], 'Restriction': {'gene/protein': ['MFAP5'], 'drug': ['Medroxyprogesterone acetate']}}", "role": "assistant"}]} +{"conversations": [{"content": "Search for conditions that lack approved treatments and exhibit an enlarged anterior fontanelle as a symptom.", "role": "user"}, {"content": "{'Metapath': [['effect/phenotype', 'phenotype absent', 'disease'], ['effect/phenotype', 'phenotype present', 'disease']], 'Restriction': {'effect/phenotype': ['enlarged anterior fontanelle'], 'disease': ['conditions that lack approved treatments']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which cellular structures associate with the genes or proteins that Avapritinib targets?", "role": "user"}, {"content": "{'Metapath': [['drug', 'target', 'gene/protein', 'interacts with', 'cellular_component']], 'Restriction': {'drug': ['Avapritinib']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which drugs interact with DBH at the enzyme level and list respiratory distress as a potential side effect?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'enzyme', 'drug'], ['effect/phenotype', 'side effect', 'drug']], 'Restriction': {'gene/protein': ['DBH'], 'effect/phenotype': ['respiratory distress']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which anatomical structures lack the expression of genes or proteins involved in the regulation of the glycoprotein biosynthesis pathway?", "role": "user"}, {"content": "{'Metapath': [['pathway', 'interacts with', 'gene/protein', 'expression absent', 'anatomy']], 'Restriction': {'pathway': ['regulation of the glycoprotein biosynthesis'], 'anatomy': ['anatomical structures']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you help me find any experimental solid medications targeting the DCPS gene/protein?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'target', 'drug']], 'Restriction': {'gene/protein': ['DCPS']}}", "role": "assistant"}]} +{"conversations": [{"content": "Identify genes or proteins that interact with clusterin (CLU), share associated effects or phenotypes with CLU, possess deubiquitinase activity via similar protein interactions, and display comparable protein binding activities.", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'interacts with', 'gene/protein'], ['effect/phenotype', 'associated with', 'gene/protein'], ['molecular_function', 'interacts with', 'gene/protein']], 'Restriction': {'gene/protein': ['clusterin (CLU)'], 'molecular_function': ['deubiquitinase activity', 'protein binding activities']}}", "role": "assistant"}]} +{"conversations": [{"content": "What disease is associated with the EFNB1 gene and features basal encephalocele as a symptom?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'associated with', 'disease'], ['effect/phenotype', 'phenotype present', 'disease']], 'Restriction': {'gene/protein': ['EFNB1'], 'effect/phenotype': ['basal encephalocele']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which gene or protein is involved in the Olfactory Signaling Pathway, binds to other proteins, and contributes to mitotic nuclear membrane reassembly?", "role": "user"}, {"content": "{'Metapath': [['pathway', 'interacts with', 'gene/protein'], ['gene/protein', 'ppi', 'gene/protein'], ['biological_process', 'interacts with', 'gene/protein']], 'Restriction': {'pathway': ['Olfactory Signaling Pathway'], 'biological_process': ['mitotic nuclear membrane reassembly']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which protein or gene is consistently unexpressed in the epithelial tissue of the nasal cavity and kidneys in adult mammals?", "role": "user"}, {"content": "{'Metapath': [['anatomy', 'expression absent', 'gene/protein']], 'Restriction': {'anatomy': ['epithelial tissue of the nasal cavity', 'kidneys in adult mammals']}}", "role": "assistant"}]} +{"conversations": [{"content": "What gene or protein interacts with the Activin signaling pathway, binds ATP, and is involved in signaling pathways that regulate diverse biological processes?", "role": "user"}, {"content": "{'Metapath': [['pathway', 'interacts with', 'gene/protein'], ['molecular_function', 'interacts with', 'gene/protein'], ['biological_process', 'interacts with', 'gene/protein']], 'Restriction': {'pathway': ['Activin signaling pathway'], 'molecular_function': ['binds ATP'], 'biological_process': ['signaling pathways that regulate diverse biological processes']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which genes and proteins are associated with the development of hemophilia?", "role": "user"}, {"content": "{'Metapath': [['disease', 'associated with', 'gene/protein']], 'Restriction': {'disease': ['hemophilia']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which investigational compounds are currently under study for their effects on genes or proteins associated with the enzymatic function of fructose 1,6-bisphosphatase 1-phosphatase?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'target', 'drug'], ['gene/protein', 'enzyme', 'drug']], 'Restriction': {'gene/protein': ['fructose 1,6-bisphosphatase 1-phosphatase']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which illnesses lacking any approved treatments correlate with an anomalous lymphocyte count and are linked to symptoms such as repeated infections, autoimmune responses, congenital muscle weakness, and ectodermal dysplasia?", "role": "user"}, {"content": "{'Metapath': [['effect/phenotype', 'phenotype absent', 'disease'], ['effect/phenotype', 'phenotype present', 'disease']], 'Restriction': {'disease': ['illnesses lacking any approved treatments'], 'effect/phenotype': ['anomalous lymphocyte count', 'repeated infections', 'autoimmune responses', 'congenital muscle weakness', 'ectodermal dysplasia']}}", "role": "assistant"}]} +{"conversations": [{"content": "Can you list any medications that have direct interactions with the ART1 gene or its associated protein?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'target', 'drug'], ['gene/protein', 'transporter', 'drug'], ['gene/protein', 'carrier', 'drug'], ['gene/protein', 'enzyme', 'drug']], 'Restriction': {'gene/protein': ['ART1']}}", "role": "assistant"}]} +{"conversations": [{"content": "Can you find a pathway that is hierarchically connected to the activation of MAPK1/3 via MAP3K8 (TPL2) and also interacts with the SKP1 gene or protein?", "role": "user"}, {"content": "{'Metapath': [['pathway', 'parent-child', 'pathway'], ['gene/protein', 'interacts with', 'pathway']], 'Restriction': {'pathway': ['activation of MAPK1/3 via MAP3K8 (TPL2)'], 'gene/protein': ['SKP1']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which cell structures are involved in interactions with genes or proteins that are the focus of MDL72527 effects?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'interacts with', 'cellular_component']], 'Restriction': {'gene/protein': ['focus of MDL72527 effects']}}", "role": "assistant"}]} +{"conversations": [{"content": "Discover health conditions linked to the LILRA1 gene that should not be treated with Amitriptyline.", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'associated with', 'disease'], ['drug', 'contraindication', 'disease']], 'Restriction': {'gene/protein': ['LILRA1'], 'drug': ['Amitriptyline']}}", "role": "assistant"}]} +{"conversations": [{"content": "Identify pathways associated with the activation of FGFR3 point mutants and that also interact with a shared gene or protein.", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'interacts with', 'pathway']], 'Restriction': {'gene/protein': ['FGFR3 point mutants']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you list genes or proteins that:\n\n1. Interact with the Interferon gamma signaling pathway,\n2. Bind zinc ions functionally,\n3. Inhibit viral transcription,\n4. Activate NF-kappaB, and\n5. Boost antifungal immunity?", "role": "user"}, {"content": "{'Metapath': [['pathway', 'interacts with', 'gene/protein'], ['molecular_function', 'interacts with', 'gene/protein'], ['biological_process', 'interacts with', 'gene/protein']], 'Restriction': {'pathway': ['Interferon gamma signaling pathway'], 'molecular_function': ['Bind zinc ions functionally'], 'biological_process': ['Inhibit viral transcription', 'Activate NF-kappaB', 'Boost antifungal immunity']}}", "role": "assistant"}]} +{"conversations": [{"content": "I'm on the lookout for information regarding the gene or protein that facilitates the transport of drugs exhibiting synergistic effects when combined with Tetraferric tricitrate decahydrate. Particularly, I'm interested in whether this transporter plays a role in regulating pH balance, given that Tetraferric tricitrate decahydrate's efficacy is optimal under specific environmental conditions.", "role": "user"}, {"content": "{'Metapath': [['drug', 'synergistic interaction', 'drug', 'transporter', 'gene/protein']], 'Restriction': {'drug': ['Tetraferric tricitrate decahydrate', 'drugs exhibiting synergistic effects'], 'gene/protein': ['transporter that plays a role in regulating pH balance']}}", "role": "assistant"}]} +{"conversations": [{"content": "What is the cellular pathway involving the SLC12A1 gene/protein that regulates ion balance and cell volume by moving sodium, potassium, and two chloride ions from outside to inside the cell?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'interacts with', 'pathway']], 'Restriction': {'gene/protein': ['SLC12A1'], 'pathway': ['regulates ion balance and cell volume by moving sodium, potassium, and two chloride ions from outside to inside the cell']}}", "role": "assistant"}]} +{"conversations": [{"content": "Identify genes or proteins that exhibit interactions with FBLN2 and are concurrently linked to an identical effect or phenotype.", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'ppi', 'gene/protein'], ['effect/phenotype', 'associated with', 'gene/protein']], 'Restriction': {'gene/protein': ['FBLN2']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you pinpoint the hereditary mitochondrial disease associated with mutations in the TRNE gene, potentially causing systemic issues such as heart, brain, nerve, kidney, eye, and foot complications?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'associated with', 'disease']], 'Restriction': {'gene/protein': ['TRNE'], 'disease': ['hereditary mitochondrial disease', 'systemic issues such as heart, brain, nerve, kidney, eye, and foot complications']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you provide me with information on medications for relapsing-remitting multiple sclerosis that both reduce inflammation and offer neuroprotection?", "role": "user"}, {"content": "{'Metapath': [['disease', 'indication', 'drug']], 'Restriction': {'disease': ['relapsing-remitting multiple sclerosis'], 'effect/phenotype': ['reduce inflammation', 'offer neuroprotection']}}", "role": "assistant"}]} +{"conversations": [{"content": "What genes or proteins involved in the antibacterial humoral immune response encode for proteins with a WFDC domain?", "role": "user"}, {"content": "{'Metapath': [['biological_process', 'interacts with', 'gene/protein']], 'Restriction': {'biological_process': ['antibacterial humoral immune response'], 'gene/protein': ['encode for proteins with a WFDC domain']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you locate a gene or protein involved in cardiac contraction regulation by modulating calcium ion release, has ATP binding properties, and plays a role in Phase 0 rapid depolarization?", "role": "user"}, {"content": "{'Metapath': [['biological_process', 'interacts with', 'gene/protein'], ['molecular_function', 'interacts with', 'gene/protein']], 'Restriction': {'biological_process': ['cardiac contraction regulation by modulating calcium ion release', 'Phase 0 rapid depolarization'], 'molecular_function': ['ATP binding properties']}}", "role": "assistant"}]} +{"conversations": [{"content": "What are the hereditary or secondary conditions linked to steroid-induced glaucoma as a subclass disease?", "role": "user"}, {"content": "{'Metapath': [['exposure', 'linked to', 'disease'], ['disease', 'parent-child', 'disease']], 'Restriction': {'disease': ['steroid-induced glaucoma as a subclass disease']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which investigational pharmaceutical compounds are designed to influence the genetic or protein components that engage with the enzymatic activity of pyruvate dehydrogenase (acetyl-transferring) kinase?", "role": "user"}, {"content": "{'Metapath': [['molecular_function', 'interacts with', 'gene/protein', 'target', 'drug']], 'Restriction': {'molecular_function': ['enzymatic activity of pyruvate dehydrogenase (acetyl-transferring) kinase']}}", "role": "assistant"}]} +{"conversations": [{"content": "Can you pinpoint which genes and proteins are involved in increasing iron absorption into mitochondria for heme and iron-sulfur synthesis, as well as those interacting with the mitochondrial iron-sulfur cluster formation pathway?", "role": "user"}, {"content": "{'Metapath': [['pathway', 'interacts with', 'gene/protein']], 'Restriction': {'pathway': ['mitochondrial iron-sulfur cluster formation'], 'gene/protein': ['increasing iron absorption into mitochondria for heme and iron-sulfur synthesis']}}", "role": "assistant"}]} +{"conversations": [{"content": "Can you give me details on solid-state drugs in development that target the MAPK1 gene or its protein product?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'target', 'drug']], 'Restriction': {'gene/protein': ['MAPK1'], 'drug': ['solid-state drugs in development']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you provide me with a list of medications that, when used in conjunction with Ibrutinib, enhance its efficacy in combating the same condition and possess a rapid elimination rate, with a half-life close to approximately 0.9 hours?", "role": "user"}, {"content": "{'Metapath': [['drug', 'synergistic interaction', 'drug']], 'Restriction': {'drug': ['Ibrutinib', 'rapid elimination rate, with a half-life close to approximately 0.9 hours']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which anatomical structures lack the expression of genes or proteins that are involved in the interaction with gamma-delta T cell activation?", "role": "user"}, {"content": "{'Metapath': [['biological_process', 'interacts with', 'gene/protein', 'expression absent', 'anatomy']], 'Restriction': {'biological_process': ['gamma-delta T cell activation']}}", "role": "assistant"}]} +{"conversations": [{"content": "Can you list the inherited disorders affecting leucine metabolism that feature hypoglycemia and involve the MCCC2 gene?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'associated with', 'disease']], 'Restriction': {'gene/protein': ['MCCC2'], 'disease': ['inherited disorders affecting leucine metabolism', 'feature hypoglycemia']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you provide a list of medications that synergize with Dinoprostone in treating the same condition and exert their therapeutic effects by halting mitosis at the metaphase stage via tubulin interaction?", "role": "user"}, {"content": "{'Metapath': [['drug', 'synergistic interaction', 'drug'], ['disease', 'indication', 'drug'], ['gene/protein', 'interacts with', 'drug']], 'Restriction': {'drug': ['Dinoprostone'], 'gene/protein': ['tubulin'], 'biological_process': ['halting mitosis at the metaphase stage']}}", "role": "assistant"}]} +{"conversations": [{"content": "Can you find a skin condition that falls under dermatitis and is known for severe itching?", "role": "user"}, {"content": "{'Metapath': [['disease', 'parent-child', 'disease'], ['effect/phenotype', 'phenotype present', 'disease']], 'Restriction': {'disease': ['skin condition', 'dermatitis'], 'effect/phenotype': ['severe itching']}}", "role": "assistant"}]} +{"conversations": [{"content": "Identify genes or proteins that are expressed in the gall bladder but not present in the deltoid muscle.", "role": "user"}, {"content": "{'Metapath': [['anatomy', 'expression present', 'gene/protein'], ['anatomy', 'expression absent', 'gene/protein']], 'Restriction': {'anatomy': ['gall bladder', 'deltoid muscle']}}", "role": "assistant"}]} +{"conversations": [{"content": "Identify the biological pathway that engages with H2BC14 protein, stems from controlling epigenetic gene expression regulation, aids in continuous gene repression during development, and plays a role in producing the H3K27me3 initial molecular signature.", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'interacts with', 'pathway']], 'Restriction': {'gene/protein': ['H2BC14'], 'biological_process': ['controlling epigenetic gene expression regulation', 'continuous gene repression during development', 'producing the H3K27me3 initial molecular signature']}}", "role": "assistant"}]} +{"conversations": [{"content": "What are the liquid drugs used for Richter syndrome that target MS4A1 and do not bind to plasma proteins?", "role": "user"}, {"content": "{'Metapath': [['disease', 'indication', 'drug'], ['gene/protein', 'target', 'drug']], 'Restriction': {'disease': ['Richter syndrome'], 'drug': ['liquid', 'do not bind to plasma proteins'], 'gene/protein': ['MS4A1']}}", "role": "assistant"}]} +{"conversations": [{"content": "What are the observed effects or phenotypes associated with NPM1 mutations in the subtype of acute myeloid leukemia (AML)?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'associated with', 'effect/phenotype'], ['disease', 'phenotype present', 'effect/phenotype']], 'Restriction': {'gene/protein': ['NPM1 mutations'], 'disease': ['acute myeloid leukemia (AML)']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you please find a drug in our records that targets the chemokine protein CXCL12?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'target', 'drug']], 'Restriction': {'gene/protein': ['CXCL12']}}", "role": "assistant"}]} +{"conversations": [{"content": "Please find a membrane protein that interacts with an integral membrane component and also participates in protein-protein interactions with OS9.", "role": "user"}, {"content": "{'Metapath': [['cellular_component', 'interacts with', 'gene/protein'], ['gene/protein', 'ppi', 'gene/protein']], 'Restriction': {'cellular_component': ['integral membrane component'], 'gene/protein': ['OS9']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which anatomical structures lack the expression of genes or proteins that play a role in the development and shaping of the distal renal tubule?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'expression absent', 'anatomy']], 'Restriction': {'anatomy': ['anatomical structures'], 'gene/protein': ['play a role in the development and shaping of the distal renal tubule']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you inform me about any related diseases associated with both brain choriocarcinoma and malignant pineal gland tumors, considering they could be genetically or symptomatically connected, as I investigate familial health concerns?", "role": "user"}, {"content": "{'Metapath': [['disease', 'parent-child', 'disease'], ['gene/protein', 'associated with', 'disease'], ['effect/phenotype', 'phenotype present', 'disease']], 'Restriction': {'disease': ['brain choriocarcinoma', 'malignant pineal gland tumors']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which condition is associated with the GGCX gene or protein and presents with noticeable skin looseness on the trunk and limbs?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'associated with', 'disease'], ['effect/phenotype', 'phenotype present', 'disease']], 'Restriction': {'gene/protein': ['GGCX'], 'effect/phenotype': ['noticeable skin looseness on the trunk and limbs']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which cardiac conditions linked to KLF13 gene involvement that lead to extensive myocardial necrosis from compromised blood flow contraindicate the use of Mirtazapine in their treatment?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'associated with', 'disease'], ['drug', 'contraindication', 'disease']], 'Restriction': {'gene/protein': ['KLF13'], 'disease': ['cardiac conditions', 'extensive myocardial necrosis from compromised blood flow'], 'drug': ['Mirtazapine']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which gene or protein is consistently not expressed in the frontal cortex and oral mucosal tissues?", "role": "user"}, {"content": "{'Metapath': [['anatomy', 'expression absent', 'gene/protein']], 'Restriction': {'anatomy': ['frontal cortex', 'oral mucosal tissues']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which ailments linked to the APOE gene bring about changes in the structure of the globin chains in hemoglobin and should also be avoided in patients taking Dasatinib?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'associated with', 'disease'], ['effect/phenotype', 'phenotype present', 'disease'], ['drug', 'contraindication', 'disease']], 'Restriction': {'gene/protein': ['APOE'], 'effect/phenotype': ['changes in the structure of the globin chains in hemoglobin'], 'drug': ['Dasatinib']}}", "role": "assistant"}]} +{"conversations": [{"content": "Search for a signaling pathway associated with the WNT-induced activation of Dishevelled (DVL) which also involves interactions with a common gene or protein.", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'interacts with', 'pathway'], ['gene/protein', 'interacts with', 'pathway']], 'Restriction': {'gene/protein': ['WNT-induced activation of Dishevelled (DVL)']}}", "role": "assistant"}]} +{"conversations": [{"content": "Can you find any investigational solid-phase drugs targeting the HDAC8 gene/protein?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'target', 'drug']], 'Restriction': {'gene/protein': ['HDAC8']}}", "role": "assistant"}]} +{"conversations": [{"content": "Can you supply a selection of treatments prescribed for cystic fibrosis?", "role": "user"}, {"content": "{'Metapath': [['disease', 'indication', 'drug']], 'Restriction': {'disease': ['cystic fibrosis']}}", "role": "assistant"}]} +{"conversations": [{"content": "What cellular pathway assists in mitochondrial tRNA maturation, interacts with TRNT1, and converts precursor tRNAs to mature forms for mitochondrial protein synthesis?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'interacts with', 'pathway']], 'Restriction': {'gene/protein': ['TRNT1']}}", "role": "assistant"}]} +{"conversations": [{"content": "What possible diseases could I have with wart-like bumps on my skin, considering my family history includes urothelial papilloma?", "role": "user"}, {"content": "{'Metapath': [['effect/phenotype', 'phenotype present', 'disease'], ['disease', 'parent-child', 'disease']], 'Restriction': {'effect/phenotype': ['wart-like bumps on my skin'], 'disease': ['urothelial papilloma']}}", "role": "assistant"}]} +{"conversations": [{"content": "Please find a gene or protein involved in the 'Cell surface interactions at the vascular wall' pathway that also interacts with PDZ domains and aids in A-particle production via DAF binding in the presence of Coxsackievirus B3.", "role": "user"}, {"content": "{'Metapath': [['pathway', 'interacts with', 'gene/protein'], ['gene/protein', 'interacts with', 'gene/protein'], ['gene/protein', 'interacts with', 'gene/protein']], 'Restriction': {'pathway': ['Cell surface interactions at the vascular wall'], 'gene/protein': ['PDZ domains', 'A-particle production via DAF binding', 'Coxsackievirus B3']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you find a medication that targets the ACO2 gene/protein and comes in a pill or tablet form in the database?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'target', 'drug']], 'Restriction': {'gene/protein': ['ACO2']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which body structures are associated with the expression of genes or proteins that influence the function of transporters involved in the metabolism or movement of Telithromycin?", "role": "user"}, {"content": "{'Metapath': [['drug', 'transporter', 'gene/protein', 'expression present', 'anatomy']], 'Restriction': {'drug': ['Telithromycin']}}", "role": "assistant"}]} +{"conversations": [{"content": "Can you find diseases that show symptoms like intellectual disability and are also genetically related to Ehlers-Danlos syndrome, especially those associated with fragile skin?", "role": "user"}, {"content": "{'Metapath': [['effect/phenotype', 'phenotype present', 'disease'], ['gene/protein', 'associated with', 'disease']], 'Restriction': {'effect/phenotype': ['intellectual disability', 'fragile skin'], 'gene/protein': ['Ehlers-Danlos syndrome']}}", "role": "assistant"}]} +{"conversations": [{"content": "What are the names of drugs that act as antagonists to the interleukin-5 receptor, thereby affecting the IL5 gene/protein function?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'target', 'drug']], 'Restriction': {'gene/protein': ['IL5'], 'gene/protein function': ['interleukin-5 receptor antagonist']}}", "role": "assistant"}]} +{"conversations": [{"content": "Can you list the diseases that are similar to collagen 6-related myopathy and linked to the COL12A1 gene, ordered by their relevance?", "role": "user"}, {"content": "{'Metapath': [['disease', 'parent-child', 'disease'], ['gene/protein', 'associated with', 'disease']], 'Restriction': {'disease': ['collagen 6-related myopathy'], 'gene/protein': ['COL12A1']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which cellular structures are affected by the interaction with genes or proteins that are targets of Telapristone acetate?", "role": "user"}, {"content": "{'Metapath': [['drug', 'target', 'gene/protein', 'interacts with', 'cellular_component']], 'Restriction': {'drug': ['Telapristone acetate']}}", "role": "assistant"}]} +{"conversations": [{"content": "What disease is categorized as a type of non-Hodgkin lymphoma and often develops due to weakened immunity after an organ transplant?", "role": "user"}, {"content": "{'Metapath': [['disease', 'parent-child', 'disease']], 'Restriction': {'disease': ['type of non-Hodgkin lymphoma', 'develops due to weakened immunity after an organ transplant']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you recommend antibiotics effective against streptococcal pneumonia that function by inhibiting bacterial protein synthesis?", "role": "user"}, {"content": "{'Metapath': [['disease', 'indication', 'drug'], ['gene/protein', 'target', 'drug']], 'Restriction': {'disease': ['streptococcal pneumonia'], 'gene/protein': ['bacterial protein synthesis']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which eating disorder, identified by a persistent avoidance of weight gain, distorted body perception, and the absence of menstrual periods in women, could potentially conflict with the usage of antidepressants prescribed for the treatment of unipolar depression?", "role": "user"}, {"content": "{'Metapath': [['drug', 'contraindication', 'disease']], 'Restriction': {'disease': ['persistent avoidance of weight gain', 'distorted body perception', 'absence of menstrual periods in women'], 'drug': ['antidepressants prescribed for the treatment of unipolar depression']}}", "role": "assistant"}]} +{"conversations": [{"content": "Identify genes or proteins that are part of the RHOC GTPase interaction network and also linked to BCR-ABL1 positive chronic myeloid leukemia.", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'interacts with', 'gene/protein'], ['disease', 'associated with', 'gene/protein']], 'Restriction': {'gene/protein': ['RHOC GTPase', 'BCR-ABL1'], 'disease': ['chronic myeloid leukemia']}}", "role": "assistant"}]} +{"conversations": [{"content": "Hello, could you provide a list of rheumatoid arthritis medications that are safe for patients with potential heart concerns and compatible with Gilteritinib?", "role": "user"}, {"content": "{'Metapath': [['disease', 'indication', 'drug'], ['disease', 'contraindication', 'drug'], ['drug', 'synergistic interaction', 'drug']], 'Restriction': {'disease': ['rheumatoid arthritis', 'potential heart concerns'], 'drug': ['Gilteritinib']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which biological processes share a similar interaction pattern with genes or proteins in the negative regulation of protein polymerization?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'interacts with', 'biological_process'], ['biological_process', 'parent-child', 'biological_process']], 'Restriction': {'biological_process': ['negative regulation of protein polymerization']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you suggest any effective treatments for dry eye syndrome that provide fast relief and protect the eyes?", "role": "user"}, {"content": "{'Metapath': [['disease', 'indication', 'drug']], 'Restriction': {'disease': ['dry eye syndrome']}}", "role": "assistant"}]} +{"conversations": [{"content": "Please could you supply a list of genes and proteins involved in ribosome assembly, specifically those that serve as structural components, interact within the nucleoplasm, and participate in forming the large subunit precursor of preribosomes?", "role": "user"}, {"content": "{'Metapath': [['cellular_component', 'interacts with', 'gene/protein']], 'Restriction': {'cellular_component': ['nucleoplasm', 'large subunit precursor of preribosomes']}}", "role": "assistant"}]} +{"conversations": [{"content": "Can you recommend medications designed to treat skin infections and do they have inflammatory side effects?", "role": "user"}, {"content": "{'Metapath': [['disease', 'indication', 'drug'], ['effect/phenotype', 'side effect', 'drug']], 'Restriction': {'disease': ['skin infections'], 'effect/phenotype': ['inflammatory side effects']}}", "role": "assistant"}]} +{"conversations": [{"content": "What biological pathway is associated with FLT3 protein interactions and explains resistance to the tyrosine kinase inhibitor quizartinib?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'interacts with', 'pathway']], 'Restriction': {'gene/protein': ['FLT3 protein'], 'drug': ['tyrosine kinase inhibitor quizartinib']}}", "role": "assistant"}]} +{"conversations": [{"content": "What similar rare and fatal infectious diseases, like kuru, affect the brain and nervous system leading to severe coordination issues and cognitive deterioration?", "role": "user"}, {"content": "{'Metapath': [['disease', 'parent-child', 'disease']], 'Restriction': {'disease': ['rare and fatal infectious diseases', 'affect the brain and nervous system', 'severe coordination issues', 'cognitive deterioration', 'similar to kuru']}}", "role": "assistant"}]} +{"conversations": [{"content": "Identify biological pathways associated with insulin receptor substrate (IRS) events initiated by IGF1R engagement, which concurrently interact with a common gene or protein.", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'interacts with', 'pathway']], 'Restriction': {'gene/protein': ['insulin receptor substrate (IRS)'], 'pathway': ['initiated by IGF1R engagement']}}", "role": "assistant"}]} +{"conversations": [{"content": "What disease is associated with FMR1 and falls under or is closely connected to anxiety disorders in modern medical classifications?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'associated with', 'disease'], ['disease', 'parent-child', 'disease']], 'Restriction': {'gene/protein': ['FMR1'], 'disease': ['anxiety disorders in modern medical classifications']}}", "role": "assistant"}]} +{"conversations": [{"content": "What specific disorder, representing a subtype of corneal granular dystrophy, is linked to corneal opacities and scar tissue in a patient?", "role": "user"}, {"content": "{'Metapath': [['effect/phenotype', 'phenotype present', 'disease'], ['disease', 'parent-child', 'disease']], 'Restriction': {'disease': ['subtype of corneal granular dystrophy'], 'effect/phenotype': ['corneal opacities', 'scar tissue']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which signaling pathway, involved in regulating the cell's mitotic cycle and linked to the MYH11 gene/protein, triggers protein kinase N activity?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'interacts with', 'pathway']], 'Restriction': {'gene/protein': ['MYH11'], 'biological_process': [\"regulating the cell's mitotic cycle\", 'triggers protein kinase N activity']}}", "role": "assistant"}]} +{"conversations": [{"content": "Can you find genes or proteins involved in L-ascorbic acid binding that code for collagen prolyl hydroxylase enzymes, essential in collagen post-translational modification?", "role": "user"}, {"content": "{'Metapath': [['molecular_function', 'interacts with', 'gene/protein'], ['drug', 'enzyme', 'gene/protein']], 'Restriction': {'molecular_function': ['L-ascorbic acid binding'], 'drug': ['collagen prolyl hydroxylase enzymes, essential in collagen post-translational modification']}}", "role": "assistant"}]} +{"conversations": [{"content": "For which illness characterized by elevated blood glucose levels is the use of medications prescribed for psychiatric conditions contraindicated?", "role": "user"}, {"content": "{'Metapath': [['drug', 'contraindication', 'disease']], 'Restriction': {'disease': ['illness characterized by elevated blood glucose levels'], 'drug': ['medications prescribed for psychiatric conditions']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which bodily structures lack the expression of genes or proteins that play a role in the development of the respiratory system?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'expression absent', 'anatomy']], 'Restriction': {'gene/protein': ['play a role in the development of the respiratory system']}}", "role": "assistant"}]} +{"conversations": [{"content": "What disease is a type of infective vaginitis caused by an overgrowth of natural vaginal bacteria and is also a specific Bifidobacteriales infection?", "role": "user"}, {"content": "{'Metapath': [['disease', 'parent-child', 'disease']], 'Restriction': {'disease': ['type of infective vaginitis caused by an overgrowth of natural vaginal bacteria', 'specific Bifidobacteriales infection']}}", "role": "assistant"}]} +{"conversations": [{"content": "Identify genes or proteins that interact with the \"Processing of SMDT1\" pathway and are located in the mitochondria.", "role": "user"}, {"content": "{'Metapath': [['pathway', 'interacts with', 'gene/protein'], ['cellular_component', 'interacts with', 'gene/protein']], 'Restriction': {'pathway': ['Processing of SMDT1'], 'cellular_component': ['mitochondria']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which medications exhibit a synergistic effect with Adenosine in treating the same condition and concurrently inhibit calcium entry via L-type calcium channels?", "role": "user"}, {"content": "{'Metapath': [['drug', 'synergistic interaction', 'drug']], 'Restriction': {'drug': ['Adenosine', 'inhibit calcium entry via L-type calcium channels']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which anatomical structures lack the expression of genes and proteins linked to Post-transfusion Purpura (PTP)?", "role": "user"}, {"content": "{'Metapath': [['disease', 'associated with', 'gene/protein', 'expression absent', 'anatomy']], 'Restriction': {'disease': ['Post-transfusion Purpura (PTP)']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which pharmaceutical agents exhibit synergistic effects when administered concomitantly with Trovafloxacin for treating the same medical condition and also share the characteristic of binding to domains II and V of the 23S rRNA within the 50S ribosomal subunit, akin to the mechanism of Trovafloxacin?", "role": "user"}, {"content": "{'Metapath': [['drug', 'synergistic interaction', 'drug']], 'Restriction': {'drug': ['Trovafloxacin', 'binding to domains II and V of the 23S rRNA within the 50S ribosomal subunit']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could someone provide information on a gene or protein that is not expressed in adult mammalian kidneys and thymus tissues, yet is known to be present in the brain regions such as the cerebral cortex, hippocampus, thalamus, and basal ganglia?", "role": "user"}, {"content": "{'Metapath': [['anatomy', 'expression absent', 'gene/protein'], ['anatomy', 'expression present', 'gene/protein']], 'Restriction': {'anatomy': ['adult mammalian kidneys', 'thymus tissues', 'brain regions such as the cerebral cortex, hippocampus, thalamus, and basal ganglia']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which phenotype or effect manifests as a secondary consequence of taking a medication moved by the transporter SLC30A7?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'transporter', 'drug', 'side effect', 'effect/phenotype']], 'Restriction': {'gene/protein': ['SLC30A7']}}", "role": "assistant"}]} +{"conversations": [{"content": "What are the names of solid-state drugs that target the cyclophilin A (PPIA) protein?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'target', 'drug']], 'Restriction': {'gene/protein': ['cyclophilin A (PPIA)']}}", "role": "assistant"}]} +{"conversations": [{"content": "Please could you identify any drugs that act as enzyme modulators targeting CYP1A2, are used to manage Cushing's syndrome, and inhibit the final step of cortisol production?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'enzyme', 'drug'], ['disease', 'indication', 'drug']], 'Restriction': {'gene/protein': ['CYP1A2'], 'disease': [\"Cushing's syndrome\"], 'drug': ['inhibit the final step of cortisol production']}}", "role": "assistant"}]} +{"conversations": [{"content": "What drug is used to treat unusual gastrin levels, isn't suitable for liver-impaired patients, and helps prevent and treat gastric acid-related issues?", "role": "user"}, {"content": "{'Metapath': [['disease', 'indication', 'drug'], ['disease', 'contraindication', 'drug']], 'Restriction': {'disease': ['unusual gastrin levels', 'liver-impaired patients', 'gastric acid-related issues']}}", "role": "assistant"}]} +{"conversations": [{"content": "What are the observed effects or phenotypes associated with a subclass of reproductive system disorders?", "role": "user"}, {"content": "{'Metapath': [['disease', 'parent-child', 'disease', 'phenotype present', 'effect/phenotype']], 'Restriction': {'disease': ['subclass of reproductive system disorders']}}", "role": "assistant"}]} +{"conversations": [{"content": "What is the specific pediatric condition presenting in the brain's ventricular choroidal tissue associated with or a variant of choroid plexus tumors?", "role": "user"}, {"content": "{'Metapath': [['disease', 'parent-child', 'disease']], 'Restriction': {'anatomy': [\"brain's ventricular choroidal tissue\"], 'disease': ['pediatric condition', 'variant of choroid plexus tumors']}}", "role": "assistant"}]} +{"conversations": [{"content": "Can you provide information on medications prescribed post-stroke to prevent recurrence, specifically those that prevent blood clotting and how they interact with aspirin or drugs similar to clopidogrel?", "role": "user"}, {"content": "{'Metapath': [['disease', 'indication', 'drug'], ['drug', 'interacts with', 'drug']], 'Restriction': {'disease': ['post-stroke to prevent recurrence'], 'drug': ['prevent blood clotting', 'aspirin', 'drugs similar to clopidogrel']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which cellular structures are involved in interactions with genes or proteins that Apixaban affects?", "role": "user"}, {"content": "{'Metapath': [['drug', 'target', 'gene/protein', 'interacts with', 'cellular_component']], 'Restriction': {'drug': ['Apixaban']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which gene or protein is lacking in both the renal tissue and the superior frontal gyrus?", "role": "user"}, {"content": "{'Metapath': [['anatomy', 'expression absent', 'gene/protein']], 'Restriction': {'anatomy': ['renal tissue', 'superior frontal gyrus']}}", "role": "assistant"}]} +{"conversations": [{"content": "Identify genes and proteins known to interact with ZDHHC7 and participate in vesicle-mediated transport.", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'interacts with', 'gene/protein'], ['biological_process', 'interacts with', 'gene/protein']], 'Restriction': {'gene/protein': ['ZDHHC7'], 'biological_process': ['vesicle-mediated transport']}}", "role": "assistant"}]} +{"conversations": [{"content": "Certainly, here's the revised query:\n\n\"Could you recommend any medications compatible with Norfloxacin to treat pneumonitis and concurrent gram-negative infections in the lungs, urinary tract, and skin?", "role": "user"}, {"content": "{'Metapath': [['drug', 'synergistic interaction', 'drug'], ['disease', 'indication', 'drug']], 'Restriction': {'drug': ['Norfloxacin'], 'disease': ['pneumonitis', 'gram-negative infections in the lungs, urinary tract, and skin']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which cellular structures are implicated in the interactions with genes or proteins influenced by Tarenflurbil?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'interacts with', 'cellular_component']], 'Restriction': {'gene/protein': ['influenced by Tarenflurbil']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which condition is a common subcategory or earlier stage of AGAT deficiency and amino acid metabolic disorders and involves impaired creatine synthesis?", "role": "user"}, {"content": "{'Metapath': [['disease', 'parent-child', 'disease']], 'Restriction': {'disease': ['AGAT deficiency', 'amino acid metabolic disorders', 'impaired creatine synthesis']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which condition is associated with the TUBB3 gene or protein and considered a form of congenital fibrosis of the extraocular muscles?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'associated with', 'disease']], 'Restriction': {'gene/protein': ['TUBB3'], 'disease': ['form of congenital fibrosis of the extraocular muscles']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which disease associated with COG6 gene/protein dysfunction is classified as a form of syndromic intellectual disability?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'associated with', 'disease']], 'Restriction': {'gene/protein': ['COG6 dysfunction'], 'disease': ['form of syndromic intellectual disability']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which disease is linked to the RSPRY1 gene or its protein product?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'associated with', 'disease']], 'Restriction': {'gene/protein': ['RSPRY1']}}", "role": "assistant"}]} +{"conversations": [{"content": "Please find genes and proteins that interact with transmembrane transporters, link to the mitochondrial protein import pathway, and play a role in assembling the mitochondrial TOM complex.", "role": "user"}, {"content": "{'Metapath': [['transporter', 'interacts with', 'gene/protein'], ['pathway', 'interacts with', 'gene/protein']], 'Restriction': {'pathway': ['mitochondrial protein import pathway'], 'biological_process': ['assembling the mitochondrial TOM complex']}}", "role": "assistant"}]} +{"conversations": [{"content": "Identify the gene or protein that promotes heart tissue differentiation via the non-canonical PKC signaling pathway and is involved in the PCP/CE pathway's molecular interactions.", "role": "user"}, {"content": "{'Metapath': [['biological_process', 'interacts with', 'gene/protein'], ['pathway', 'interacts with', 'gene/protein']], 'Restriction': {'biological_process': ['heart tissue differentiation via the non-canonical PKC signaling pathway'], 'pathway': [\"PCP/CE pathway's molecular interactions\"]}}", "role": "assistant"}]} +{"conversations": [{"content": "Which gene or protein is linked to the development of neurodegeneration with brain iron accumulation?", "role": "user"}, {"content": "{'Metapath': [['disease', 'associated with', 'gene/protein']], 'Restriction': {'disease': ['neurodegeneration with brain iron accumulation']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you supply a compilation of genetic disorders related to or falling under the umbrella of syndromic aniridia?", "role": "user"}, {"content": "{'Metapath': [['disease', 'parent-child', 'disease']], 'Restriction': {'disease': ['syndromic aniridia']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which anatomical structures lack the expression of genes or proteins involved in mitochondrial ribosomal assembly?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'expression absent', 'anatomy']], 'Restriction': {'gene/protein': ['involved in mitochondrial ribosomal assembly']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you supply a list of preservative drugs that interact with the KCNH2 gene/protein?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'target', 'drug']], 'Restriction': {'gene/protein': ['KCNH2']}}", "role": "assistant"}]} +{"conversations": [{"content": "What are the biological pathways with a hierarchical connection to Nuclear Envelope Reassembly and also involve molecular interactions with the NUP107 gene-encoded protein?", "role": "user"}, {"content": "{'Metapath': [['pathway', 'parent-child', 'pathway'], ['gene/protein', 'interacts with', 'pathway']], 'Restriction': {'pathway': ['Nuclear Envelope Reassembly'], 'gene/protein': ['NUP107']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which disorders related to ghrelin levels that lead to an inability to regulate substance intake and result in both psychological and physical addiction are ill-advised to treat with Lansoprazole?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'associated with', 'disease'], ['effect/phenotype', 'linked to', 'disease'], ['drug', 'contraindication', 'disease']], 'Restriction': {'gene/protein': ['ghrelin'], 'effect/phenotype': ['inability to regulate substance intake', 'psychological and physical addiction'], 'drug': ['Lansoprazole']}}", "role": "assistant"}]} +{"conversations": [{"content": "Please identify genes and proteins involved in actin filament binding, integral to the FCGR3A-mediated phagocytosis pathway, and essential for skeletal muscle contraction.", "role": "user"}, {"content": "{'Metapath': [['molecular_function', 'interacts with', 'gene/protein'], ['pathway', 'interacts with', 'gene/protein'], ['biological_process', 'interacts with', 'gene/protein']], 'Restriction': {'molecular_function': ['actin filament binding'], 'pathway': ['FCGR3A-mediated phagocytosis'], 'biological_process': ['skeletal muscle contraction']}}", "role": "assistant"}]} +{"conversations": [{"content": "What conditions are similar to malignant peripheral nerve sheath tumors, characterized by cancerous growths originating from the spinal and cranial nerves?", "role": "user"}, {"content": "{'Metapath': [['disease', 'parent-child', 'disease']], 'Restriction': {'disease': ['malignant peripheral nerve sheath tumors', 'cancerous growths originating from the spinal and cranial nerves']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you provide information on medications compatible with Flurazepam that are effective for managing symptoms of antisocial personality disorder?", "role": "user"}, {"content": "{'Metapath': [['drug', 'synergistic interaction', 'drug'], ['disease', 'indication', 'drug']], 'Restriction': {'drug': ['Flurazepam'], 'disease': ['antisocial personality disorder']}}", "role": "assistant"}]} +{"conversations": [{"content": "Can you locate non-coding RNAs associated with the development of hepatitis B?", "role": "user"}, {"content": "{'Metapath': [['disease', 'associated with', 'gene/protein']], 'Restriction': {'disease': ['hepatitis B']}}", "role": "assistant"}]} +{"conversations": [{"content": "Please find genes and proteins interacting with PRKDC, involved in sequence-specific DNA binding at RNA polymerase II regulatory regions, regulating transcription via RNA polymerase II, and located on chromosome 20.", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'interacts with', 'gene/protein'], ['biological_process', 'interacts with', 'gene/protein'], ['cellular_component', 'interacts with', 'gene/protein']], 'Restriction': {'gene/protein': ['PRKDC'], 'biological_process': ['sequence-specific DNA binding at RNA polymerase II regulatory regions', 'regulating transcription via RNA polymerase II'], 'cellular_component': ['chromosome 20']}}", "role": "assistant"}]} +{"conversations": [{"content": "What disease is associated with mutations in the TRPM6 gene, often resulting in hypomagnesemia manifesting as seizures, cognitive issues, and anorexia due to low magnesium levels in blood and urine?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'associated with', 'disease']], 'Restriction': {'gene/protein': ['TRPM6'], 'disease': ['mutations often resulting in hypomagnesemia manifesting as seizures, cognitive issues, and anorexia due to low magnesium levels in blood and urine']}}", "role": "assistant"}]} +{"conversations": [{"content": "Identify the gene that is transcribed in placental tissue, interacts with TFAP2A, has a molecular interaction with collagen in the extracellular matrix, and starts at base pair 3,309,803 on chromosome 6.", "role": "user"}, {"content": "{'Metapath': [['anatomy', 'expression present', 'gene/protein'], ['gene/protein', 'interacts with', 'gene/protein'], ['cellular_component', 'interacts with', 'gene/protein']], 'Restriction': {'anatomy': ['placental tissue'], 'gene/protein': ['starts at base pair 3,309,803 on chromosome 6'], 'cellular_component': ['collagen in the extracellular matrix']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which bodily structures lack expression of genes or proteins linked to abdominal discomfort?", "role": "user"}, {"content": "{'Metapath': [['disease', 'associated with', 'gene/protein', 'expression absent', 'anatomy']], 'Restriction': {'disease': ['abdominal discomfort']}}", "role": "assistant"}]} +{"conversations": [{"content": "Can you give me a list of genes and proteins that interact with the FMO oxidase nucleophiles pathway and are primarily expressed in the fetal liver?", "role": "user"}, {"content": "{'Metapath': [['pathway', 'interacts with', 'gene/protein'], ['anatomy', 'expression present', 'gene/protein']], 'Restriction': {'pathway': ['FMO oxidase nucleophiles'], 'anatomy': ['fetal liver']}}", "role": "assistant"}]} +{"conversations": [{"content": "Find health conditions linked to the GABRB1 gene that should not be managed with Rosuvastatin use.", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'associated with', 'disease'], ['drug', 'contraindication', 'disease']], 'Restriction': {'gene/protein': ['GABRB1'], 'drug': ['Rosuvastatin']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which gene or protein is linked to DDOST-CDG and involved in the AGE receptor signaling pathway?", "role": "user"}, {"content": "{'Metapath': [['disease', 'associated with', 'gene/protein'], ['pathway', 'interacts with', 'gene/protein']], 'Restriction': {'disease': ['DDOST-CDG'], 'pathway': ['AGE receptor signaling pathway']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which parts of the body do not exhibit the expression of genes or proteins linked to the condition of Elliptocytosis?", "role": "user"}, {"content": "{'Metapath': [['disease', 'associated with', 'gene/protein', 'expression absent', 'anatomy']], 'Restriction': {'disease': ['Elliptocytosis']}}", "role": "assistant"}]} +{"conversations": [{"content": "What disease is associated with the PON1 gene and is a subset of coronary artery disease, involving sudden tightening of the artery's smooth muscle that narrows the passage and decreases blood flow to the heart?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'associated with', 'disease'], ['disease', 'parent-child', 'disease']], 'Restriction': {'gene/protein': ['PON1'], 'disease': ['coronary artery disease', \"sudden tightening of the artery's smooth muscle that narrows the passage and decreases blood flow to the heart\"]}}", "role": "assistant"}]} +{"conversations": [{"content": "Identify genes or proteins that bind to 5S ribosomal RNA and are also involved in RNA Polymerase III abortive and retractive initiation.", "role": "user"}, {"content": "{'Metapath': [['cellular_component', 'interacts with', 'gene/protein'], ['biological_process', 'interacts with', 'gene/protein']], 'Restriction': {'cellular_component': ['5S ribosomal RNA'], 'biological_process': ['RNA Polymerase III abortive and retractive initiation']}}", "role": "assistant"}]} +{"conversations": [{"content": "Identify the gene or protein responsible for encoding a cotransporter that moves potassium and chloride ions and is involved in the transport of drugs exhibiting synergistic effects with Hexocyclium.", "role": "user"}, {"content": "{'Metapath': [['drug', 'synergistic interaction', 'drug', 'transporter', 'gene/protein']], 'Restriction': {'drug': ['Hexocyclium']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which diseases are associated with white matter abnormalities on brain imaging and also involve the DNMT1 gene?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'associated with', 'disease']], 'Restriction': {'disease': ['white matter abnormalities on brain imaging'], 'gene/protein': ['DNMT1']}}", "role": "assistant"}]} +{"conversations": [{"content": "Can you supply a list of tablet or capsule medications targeting the LYZ gene or its associated protein?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'target', 'drug']], 'Restriction': {'gene/protein': ['LYZ']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which anatomical structures lack the expression of genes or proteins involved in the interaction with the protein quality control system for managing misfolded or improperly synthesized proteins?", "role": "user"}, {"content": "{'Metapath': [['biological_process', 'interacts with', 'gene/protein', 'expression absent', 'anatomy']], 'Restriction': {'biological_process': ['protein quality control system for managing misfolded or improperly synthesized proteins']}}", "role": "assistant"}]} +{"conversations": [{"content": "Construct a search to find conditions linked to the TMED2 gene that should not be treated with Mometasone furoate.", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'associated with', 'disease'], ['drug', 'contraindication', 'disease']], 'Restriction': {'gene/protein': ['TMED2'], 'drug': ['Mometasone furoate']}}", "role": "assistant"}]} +{"conversations": [{"content": "Is there a list of topical glucocorticoid medications for eczema management that, when used in combination with Fluocinolone acetonide, exhibit synergistic effects and are similarly approved for treating this skin condition?", "role": "user"}, {"content": "{'Metapath': [['disease', 'off-label use', 'drug'], ['drug', 'synergistic interaction', 'drug']], 'Restriction': {'disease': ['eczema', 'skin condition'], 'drug': ['Fluocinolone acetonide']}}", "role": "assistant"}]} +{"conversations": [{"content": "Can you recommend a medication compatible with Fleroxacin and Ferric derisomaltose that's safe to take before an MRI scan?", "role": "user"}, {"content": "{'Metapath': [['drug', 'synergistic interaction', 'drug']], 'Restriction': {'drug': ['Fleroxacin', 'Ferric derisomaltose']}}", "role": "assistant"}]} +{"conversations": [{"content": "Please identify the genes and proteins that are involved in the Polymerase switching mechanism at the telomeric C-strand and play a role in the recruitment of PCNA during DNA replication.", "role": "user"}, {"content": "{'Metapath': [['biological_process', 'interacts with', 'gene/protein']], 'Restriction': {'biological_process': ['Polymerase switching mechanism at the telomeric C-strand', 'recruitment of PCNA during DNA replication']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which cellular structures or organelles interact with genes or proteins that are the focus of VP025's targeting mechanism?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'interacts with', 'cellular_component']], 'Restriction': {'gene/protein': [\"VP025's targeting mechanism\"]}}", "role": "assistant"}]} +{"conversations": [{"content": "What cellular pathway involves the SLC24A5 gene/protein and is linked to disrupted calcium and potassium ion transport in the trans-Golgi network due to a defective protein affecting sodium-calcium-potassium exchange in the cytosol?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'interacts with', 'pathway']], 'Restriction': {'gene/protein': ['SLC24A5'], 'pathway': ['disrupted calcium and potassium ion transport in the trans-Golgi network due to a defective protein affecting sodium-calcium-potassium exchange in the cytosol']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you suggest medications that target the HTR2B gene/protein and synergize with Brefeldin A, also featuring a pharmacokinetic clearance time close to 3 hours?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'target', 'drug'], ['drug', 'synergistic interaction', 'drug']], 'Restriction': {'gene/protein': ['HTR2B'], 'drug': ['Brefeldin A', 'pharmacokinetic clearance time close to 3 hours']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which nucleotide analog antiviral agents exhibit synergism with Adefovir dipivoxil in treating its indicated diseases and possess comprehensive effectiveness against HIV, HSV-2, and HBV?", "role": "user"}, {"content": "{'Metapath': [['drug', 'synergistic interaction', 'drug'], ['disease', 'indication', 'drug']], 'Restriction': {'drug': ['nucleotide analog antiviral agents', 'Adefovir dipivoxil', 'comprehensive effectiveness against HIV, HSV-2, and HBV']}}", "role": "assistant"}]} +{"conversations": [{"content": "What subtype of lung carcinoma is confined to lung tissue?", "role": "user"}, {"content": "{'Metapath': [['disease', 'parent-child', 'disease']], 'Restriction': {'disease': ['lung carcinoma', 'confined to lung tissue']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which subtype of brachial plexus tumor is associated with SEPTIN9 gene expression?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'associated with', 'disease']], 'Restriction': {'gene/protein': ['SEPTIN9']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which conditions are linked with erythropoietin (EPO) and advised against for patients on ethinylestradiol that may lead to reduced production of hemoglobin subunits?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'associated with', 'disease'], ['drug', 'contraindication', 'disease']], 'Restriction': {'gene/protein': ['erythropoietin (EPO)'], 'drug': ['ethinylestradiol'], 'anatomy': ['hemoglobin subunits']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which specific diseases fall directly under the classification of polymicrogyria?", "role": "user"}, {"content": "{'Metapath': [['disease', 'parent-child', 'disease']], 'Restriction': {'disease': ['polymicrogyria']}}", "role": "assistant"}]} +{"conversations": [{"content": "What solid-state compounds interact with both UQCRFS1 and UQCRB genes/proteins as targets?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'target', 'drug']], 'Restriction': {'gene/protein': ['UQCRFS1', 'UQCRB']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which cellular structures engage with genes or proteins that are the targets of the compound L-alanyl-N-[(1S,2R)-1-benzyl-2-hydroxypropyl]-L-alaninamide?", "role": "user"}, {"content": "{'Metapath': [['drug', 'target', 'gene/protein', 'interacts with', 'cellular_component']], 'Restriction': {'drug': ['L-alanyl-N-[(1S,2R)-1-benzyl-2-hydroxypropyl]-L-alaninamide']}}", "role": "assistant"}]} +{"conversations": [{"content": "What disease falls under the category of both genetic congenital anomalies/dysmorphic syndromes without intellectual disability and skeletal muscle disorders, including its associated conditions and subtypes, according to the disease classification system?", "role": "user"}, {"content": "{'Metapath': [['disease', 'parent-child', 'disease']], 'Restriction': {'disease': ['genetic congenital anomalies/dysmorphic syndromes without intellectual disability', 'skeletal muscle disorders', 'associated conditions', 'subtypes']}}", "role": "assistant"}]} +{"conversations": [{"content": "Is there a medication possessing both antiarrhythmic properties and mild beta-blocker effects that exhibits a synergistic effect when used in conjunction with a treatment known to induce Myelocystocele as an adverse reaction?", "role": "user"}, {"content": "{'Metapath': [['effect/phenotype', 'side effect', 'drug'], ['drug', 'synergistic interaction', 'drug']], 'Restriction': {'effect/phenotype': ['Myelocystocele'], 'drug': ['antiarrhythmic properties', 'mild beta-blocker effects']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which body parts are associated with the expression of genes or proteins that influence the transporter mechanism of Brentuximab vedotin?", "role": "user"}, {"content": "{'Metapath': [['drug', 'transporter', 'gene/protein', 'expression present', 'anatomy']], 'Restriction': {'drug': ['Brentuximab vedotin']}}", "role": "assistant"}]} +{"conversations": [{"content": "Please find genes or proteins that aid in transcriptional coregulation and also interact with enhancing myotube differentiation.", "role": "user"}, {"content": "{'Metapath': [['biological_process', 'interacts with', 'gene/protein'], ['biological_process', 'interacts with', 'gene/protein']], 'Restriction': {'biological_process': ['transcriptional coregulation', 'enhancing myotube differentiation']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which anatomical structures lack the expression of genes and proteins that interact with the planar cell polarity pathway crucial for the development of the pericardium?", "role": "user"}, {"content": "{'Metapath': [['pathway', 'interacts with', 'gene/protein', 'expression absent', 'anatomy']], 'Restriction': {'pathway': ['planar cell polarity pathway crucial for the development of the pericardium']}}", "role": "assistant"}]} +{"conversations": [{"content": "What are the observed manifestations or characteristics associated with the subtype of myotonia permanens?", "role": "user"}, {"content": "{'Metapath': [['disease', 'phenotype present', 'effect/phenotype']], 'Restriction': {'disease': ['subtype of myotonia permanens']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which genes or proteins exhibit direct physical interactions with WWC1, are associated with protein binding functions, and are part of a protein complex that includes NBR1 and FEZ1?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'ppi', 'gene/protein'], ['molecular_function', 'interacts with', 'gene/protein'], ['cellular_component', 'interacts with', 'gene/protein']], 'Restriction': {'gene/protein': ['WWC1', 'NBR1', 'FEZ1'], 'molecular_function': ['protein binding'], 'cellular_component': ['protein complex']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which genes or proteins exhibit expression in the lacrimal gland but are not expressed in the colonic mucosa?", "role": "user"}, {"content": "{'Metapath': [['anatomy', 'expression present', 'gene/protein'], ['anatomy', 'expression absent', 'gene/protein']], 'Restriction': {'anatomy': ['lacrimal gland', 'colonic mucosa']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could chloroquine, recognized for its role in preventing malaria by blocking heme polymerase, exhibit synergistic effects when used in combination with a medication known to induce Transudative pleural effusion as an adverse reaction?", "role": "user"}, {"content": "{'Metapath': [['drug', 'synergistic interaction', 'drug'], ['effect/phenotype', 'side effect', 'drug']], 'Restriction': {'drug': ['chloroquine', 'medication known to induce Transudative pleural effusion as an adverse reaction'], 'effect/phenotype': ['Transudative pleural effusion']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which pharmaceutical compound shares a gene or protein transport mechanism with Stanolone and additionally exhibits binding affinity for estrogen receptors?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'transporter', 'drug'], ['gene/protein', 'target', 'drug']], 'Restriction': {'drug': ['pharmaceutical compound', 'Stanolone'], 'gene/protein': ['estrogen receptors']}}", "role": "assistant"}]} +{"conversations": [{"content": "Can you find which gene or protein is linked to lymphedema-posterior choanal atresia syndrome and specifically influences tyrosine-128 phosphorylation in p130Cas within colorectal cancer cells?", "role": "user"}, {"content": "{'Metapath': [['disease', 'associated with', 'gene/protein']], 'Restriction': {'disease': ['lymphedema-posterior choanal atresia syndrome', 'colorectal cancer'], 'gene/protein': ['influences tyrosine-128 phosphorylation in p130Cas']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which aminoglycoside antibiotic, known for its effectiveness against Pseudomonas infections, also demonstrates a synergistic effect when paired with Sulfamethoxazole and shares indications for the treatment of similar bacterial diseases?", "role": "user"}, {"content": "{'Metapath': [['drug', 'synergistic interaction', 'drug'], ['disease', 'indication', 'drug']], 'Restriction': {'drug': ['aminoglycoside antibiotic', 'effectiveness against Pseudomonas infections', 'synergistic effect when paired with Sulfamethoxazole'], 'disease': ['similar bacterial diseases']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which gene or protein responsible for the cellular uptake of thyroid hormones also facilitates the transport of pharmaceuticals demonstrating synergistic effects with Radotinib?", "role": "user"}, {"content": "{'Metapath': [['drug', 'synergistic interaction', 'drug', 'transporter', 'gene/protein']], 'Restriction': {'drug': ['Radotinib', 'pharmaceuticals demonstrating synergistic effects'], 'gene/protein': ['responsible for the cellular uptake of thyroid hormones']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which gene or protein is not expressed in the frontal cortex as well as the left ventricle of the heart?", "role": "user"}, {"content": "{'Metapath': [['anatomy', 'expression absent', 'gene/protein']], 'Restriction': {'anatomy': ['frontal cortex', 'left ventricle of the heart']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which gene/protein is not expressed in either the left ventricle of the heart or the bone marrow?", "role": "user"}, {"content": "{'Metapath': [['anatomy', 'expression absent', 'gene/protein']], 'Restriction': {'anatomy': ['left ventricle of the heart', 'bone marrow']}}", "role": "assistant"}]} +{"conversations": [{"content": "What conditions are associated with the MFRP gene that could cause cognitive dysfunction, along with eye and skin abnormalities, inclusive of intellectual disability in its range of symptoms?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'associated with', 'disease']], 'Restriction': {'gene/protein': ['MFRP'], 'disease': ['cognitive dysfunction', 'eye abnormalities', 'skin abnormalities', 'intellectual disability']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you suggest some tablet or capsule medications that influence the PDXK gene/protein?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'target', 'drug']], 'Restriction': {'gene/protein': ['PDXK']}}", "role": "assistant"}]} +{"conversations": [{"content": "What diseases are associated with SGK1 gene or protein malfunctions that lead to elevated renal waste in the blood and could cause widespread organ failure?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'associated with', 'disease']], 'Restriction': {'gene/protein': ['SGK1 gene or protein malfunctions'], 'disease': ['elevated renal waste in the blood', 'widespread organ failure']}}", "role": "assistant"}]} +{"conversations": [{"content": "Identify pharmacological agents that exhibit synergistic effects when combined with Nafarelin, with an emphasis on those approved for treating the same medical condition.", "role": "user"}, {"content": "{'Metapath': [['drug', 'synergistic interaction', 'drug'], ['disease', 'indication', 'drug']], 'Restriction': {'drug': ['Nafarelin']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which cellular structures are implicated in interactions with genes or proteins that are the targets of the compound N-oxo-2-[(4-phenylphenyl)sulfonylamino]ethanamide?", "role": "user"}, {"content": "{'Metapath': [['drug', 'target', 'gene/protein', 'interacts with', 'cellular_component']], 'Restriction': {'drug': ['N-oxo-2-[(4-phenylphenyl)sulfonylamino]ethanamide']}}", "role": "assistant"}]} +{"conversations": [{"content": "What disease can be managed with Propylthiouracil but not Methimazole, and should not be treated with Haloperidol because of potential negative effects?", "role": "user"}, {"content": "{'Metapath': [['drug', 'indication', 'disease'], ['drug', 'contraindication', 'disease'], ['drug', 'off-label use', 'disease']], 'Restriction': {'drug': ['Propylthiouracil', 'Methimazole', 'Haloperidol']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which disorders are linked to Hepatosplenomegaly, lack any drugs indicated for treatment, and can result in radio-ulnar synostosis as well as amegakaryocytic thrombocytopenia stemming from mutations in the MECOM gene?", "role": "user"}, {"content": "{'Metapath': [['effect/phenotype', 'phenotype present', 'disease'], ['drug', 'indication', 'disease'], ['effect/phenotype', 'phenotype present', 'disease'], ['gene/protein', 'associated with', 'disease']], 'Restriction': {'effect/phenotype': ['Hepatosplenomegaly', 'radio-ulnar synostosis', 'amegakaryocytic thrombocytopenia'], 'gene/protein': ['MECOM']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you find any abortifacient drugs that work more effectively when combined with Carboprost Tromethamine?", "role": "user"}, {"content": "{'Metapath': [['drug', 'synergistic interaction', 'drug']], 'Restriction': {'drug': ['abortifacient drugs', 'Carboprost Tromethamine']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which gene or protein, associated with the nucleus, is linked to mitochondrial complex III deficiency and plays a role in the assembly of the complex?", "role": "user"}, {"content": "{'Metapath': [['cellular_component', 'interacts with', 'gene/protein'], ['disease', 'associated with', 'gene/protein']], 'Restriction': {'cellular_component': ['nucleus'], 'disease': ['mitochondrial complex III deficiency']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which conditions linked to the ALDH1L1 gene lead to genetically induced obesity and should not be treated with Eletriptan?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'associated with', 'disease'], ['effect/phenotype', 'linked to', 'disease'], ['drug', 'contraindication', 'disease']], 'Restriction': {'gene/protein': ['ALDH1L1'], 'effect/phenotype': ['genetically induced obesity'], 'drug': ['Eletriptan']}}", "role": "assistant"}]} +{"conversations": [{"content": "Please find a gene or protein involved in the 'Activation of RAC1 downstream of NMDARs' pathway, part of the CAMKK-AMPK signaling cascade, and has a calcium ion binding function.", "role": "user"}, {"content": "{'Metapath': [['pathway', 'interacts with', 'gene/protein'], ['pathway', 'interacts with', 'gene/protein'], ['molecular_function', 'interacts with', 'gene/protein']], 'Restriction': {'pathway': ['Activation of RAC1 downstream of NMDARs', 'CAMKK-AMPK signaling cascade'], 'molecular_function': ['calcium ion binding']}}", "role": "assistant"}]} +{"conversations": [{"content": "I've been diagnosed with malignant non-dysgerminomatous germ cell tumor of the ovary and I'm on Venlafaxine. Can you suggest any treatments for this cancer that are safe to combine with Venlafaxine?", "role": "user"}, {"content": "{'Metapath': [['disease', 'indication', 'drug'], ['drug', 'contraindication', 'drug']], 'Restriction': {'disease': ['malignant non-dysgerminomatous germ cell tumor of the ovary'], 'drug': ['Venlafaxine']}}", "role": "assistant"}]} +{"conversations": [{"content": "I would appreciate a list of diseases characterized by non-responsive petechiae and persistent bleeding due to blood vessel abnormalities, specifically those for which there are no drugs currently indicated. Further, I would be grateful for any information on the potential connections between these conditions to aid in my study.", "role": "user"}, {"content": "{'Metapath': [['effect/phenotype', 'phenotype present', 'disease'], ['drug', 'indication', 'disease']], 'Restriction': {'effect/phenotype': ['non-responsive petechiae', 'persistent bleeding due to blood vessel abnormalities'], 'drug': ['no drugs currently indicated']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which gene or protein, known to play a role in the negative regulation of the canonical Wnt signaling pathway, is not expressed in either the vermiform appendix or the biceps brachii muscle?", "role": "user"}, {"content": "{'Metapath': [['anatomy', 'expression absent', 'gene/protein'], ['biological_process', 'interacts with', 'gene/protein']], 'Restriction': {'anatomy': ['vermiform appendix', 'biceps brachii muscle'], 'biological_process': ['negative regulation of the canonical Wnt signaling pathway']}}", "role": "assistant"}]} +{"conversations": [{"content": "What's the condition associated with the LZTR1 gene causing benign tumors in the nerve pathways of the brain and spine, related to neurofibromatosis?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'associated with', 'disease']], 'Restriction': {'gene/protein': ['LZTR1'], 'disease': ['benign tumors in the nerve pathways of the brain and spine', 'related to neurofibromatosis']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you provide a list of medications that not only mitigate the risk of organ transplant rejection but also exhibit synergistic effects when used in conjunction with Polyethylene glycol 400 for treating the same condition?", "role": "user"}, {"content": "{'Metapath': [['disease', 'indication', 'drug'], ['drug', 'synergistic interaction', 'drug']], 'Restriction': {'disease': ['organ transplant rejection'], 'drug': ['Polyethylene glycol 400']}}", "role": "assistant"}]} +{"conversations": [{"content": "Find conditions linked to the FOS gene that should not be treated with Sevoflurane.", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'associated with', 'disease'], ['drug', 'contraindication', 'disease']], 'Restriction': {'gene/protein': ['FOS'], 'drug': ['Sevoflurane']}}", "role": "assistant"}]} +{"conversations": [{"content": "What are the pathways where the RANBP2 gene/protein interacts and SUMOylation modifies RNA-binding proteins?", "role": "user"}, {"content": "{'Metapath': [['biological_process', 'interacts with', 'gene/protein', 'interacts with', 'pathway']], 'Restriction': {'gene/protein': ['RANBP2'], 'biological_process': ['SUMOylation modifies RNA-binding proteins']}}", "role": "assistant"}]} +{"conversations": [{"content": "What disease is classified as both a benign blood vessel neoplasm and a neurovascular disorder, showcasing a hierarchical crossover in these medical categories?", "role": "user"}, {"content": "{'Metapath': [['disease', 'parent-child', 'disease']], 'Restriction': {'disease': ['benign blood vessel neoplasm', 'neurovascular disorder', 'hierarchical crossover in these medical categories']}}", "role": "assistant"}]} +{"conversations": [{"content": "What are the biological pathways involving the RTN4R gene or its associated protein?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'interacts with', 'pathway']], 'Restriction': {'gene/protein': ['RTN4R']}}", "role": "assistant"}]} +{"conversations": [{"content": "Identify genes or proteins that exhibit interaction with HYOU1 and share an association with a common disease.", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'ppi', 'gene/protein'], ['disease', 'associated with', 'gene/protein']], 'Restriction': {'gene/protein': ['HYOU1']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which medications work in conjunction with Pegloticase, target gout as an indication, and enhance treatment efficacy by decreasing the renal tubular reabsorption of urate?", "role": "user"}, {"content": "{'Metapath': [['drug', 'synergistic interaction', 'drug'], ['disease', 'indication', 'drug']], 'Restriction': {'drug': ['Pegloticase', 'medications that enhance treatment efficacy by decreasing the renal tubular reabsorption of urate'], 'disease': ['gout']}}", "role": "assistant"}]} +{"conversations": [{"content": "What disease is associated with the SIL1 gene and results from inherited enzyme abnormalities, and may also occur with the malfunction of essential metabolic organs like the liver?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'associated with', 'disease']], 'Restriction': {'gene/protein': ['SIL1'], 'disease': ['results from inherited enzyme abnormalities', 'may also occur with the malfunction of essential metabolic organs like the liver']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which cellular structures engage with genes or proteins that are influenced by 5'-monophosphate-9-\u03b2-D-ribofuranosyl xanthine?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'interacts with', 'cellular_component']], 'Restriction': {'gene/protein': [\"influenced by 5'-monophosphate-9-\u03b2-D-ribofuranosyl xanthine\"]}}", "role": "assistant"}]} +{"conversations": [{"content": "Can you find any drugs that target the CTRB1 gene/protein and belong to the Acids, Noncarboxylic Acids, or Boron Compounds categories?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'target', 'drug']], 'Restriction': {'gene/protein': ['CTRB1'], 'drug': ['Acids', 'Noncarboxylic Acids', 'Boron Compounds']}}", "role": "assistant"}]} +{"conversations": [{"content": "I need to find a pill or tablet medication that targets the METAP2 gene/protein for a patient's therapy. Can you help locate one?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'target', 'drug']], 'Restriction': {'gene/protein': ['METAP2']}}", "role": "assistant"}]} +{"conversations": [{"content": "What gene or protein facilitates the GAG tetrasaccharide linker synthesis and is associated with classical Ehlers-Danlos syndrome?", "role": "user"}, {"content": "{'Metapath': [['biological_process', 'interacts with', 'gene/protein'], ['disease', 'associated with', 'gene/protein']], 'Restriction': {'biological_process': ['GAG tetrasaccharide linker synthesis'], 'disease': ['classical Ehlers-Danlos syndrome']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which gene or protein responsible for the exchange of organic anions and dicarboxylates in kidney transport systems also mediates the transport of drugs that exhibit synergistic effects when used in combination with Epicaptopril?", "role": "user"}, {"content": "{'Metapath': [['drug', 'synergistic interaction', 'drug', 'transporter', 'gene/protein']], 'Restriction': {'gene/protein': ['responsible for the exchange of organic anions and dicarboxylates in kidney transport systems'], 'drug': ['Epicaptopril']}}", "role": "assistant"}]} +{"conversations": [{"content": "Can you find me any drugs in solid form that target CTSF for their therapeutic effects?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'target', 'drug']], 'Restriction': {'gene/protein': ['CTSF'], 'drug': ['solid form', 'therapeutic effects']}}", "role": "assistant"}]} +{"conversations": [{"content": "What disease might be treated with Trihexyphenidyl in patients presenting with localized muscle spasms in limbs or neck, resulting in functional difficulties and possibly accompanied by issues with vision, speech, or swallowing?", "role": "user"}, {"content": "{'Metapath': [['drug', 'indication', 'disease']], 'Restriction': {'drug': ['Trihexyphenidyl'], 'effect/phenotype': ['localized muscle spasms in limbs or neck', 'functional difficulties', 'issues with vision, speech, or swallowing']}}", "role": "assistant"}]} +{"conversations": [{"content": "What possible diagnosis should be considered for a patient with chest pain, shortness of breath, and weight loss if malignant mesothelioma or its subtypes could be related?", "role": "user"}, {"content": "{'Metapath': [['effect/phenotype', 'phenotype present', 'disease'], ['exposure', 'linked to', 'disease']], 'Restriction': {'effect/phenotype': ['chest pain', 'shortness of breath', 'weight loss'], 'disease': ['malignant mesothelioma or its subtypes']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you provide a list of medications that not only interact synergistically with Potassium chloride to treat a common medical condition but also raise urinary citrate levels and pH by promoting the renal excretion of potassium citrate?", "role": "user"}, {"content": "{'Metapath': [['drug', 'synergistic interaction', 'drug'], ['disease', 'indication', 'drug'], ['effect/phenotype', 'side effect', 'drug']], 'Restriction': {'drug': ['Potassium chloride'], 'effect/phenotype': ['raise urinary citrate levels and pH by promoting the renal excretion of potassium citrate'], 'disease': ['common medical condition']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which gene or protein, playing a role in the excitation-contraction coupling process of skeletal muscles, is not expressed in the placenta or the parietal lobe of the brain?", "role": "user"}, {"content": "{'Metapath': [['anatomy', 'expression absent', 'gene/protein']], 'Restriction': {'anatomy': ['placenta', 'parietal lobe of the brain'], 'biological_process': ['excitation-contraction coupling process of skeletal muscles']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which anatomical structures lack the expression of genes or proteins that play a role in interacting with the G1 phase of mitosis?", "role": "user"}, {"content": "{'Metapath': [['biological_process', 'interacts with', 'gene/protein', 'expression absent', 'anatomy']], 'Restriction': {'biological_process': ['G1 phase of mitosis']}}", "role": "assistant"}]} +{"conversations": [{"content": "Can you identify a disorder associated with the ERMARD gene that manifests with unique facial features, short neck, and developmental delays in cognition and movement?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'associated with', 'disease']], 'Restriction': {'gene/protein': ['ERMARD'], 'disease': ['unique facial features', 'short neck', 'developmental delays in cognition and movement']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which genes or proteins are involved in both the Synthesis of Phosphatidylcholine (PC) pathway and protein-protein interactions with PRKACA?", "role": "user"}, {"content": "{'Metapath': [['pathway', 'interacts with', 'gene/protein'], ['gene/protein', 'ppi', 'gene/protein']], 'Restriction': {'pathway': ['Synthesis of Phosphatidylcholine (PC)'], 'gene/protein': ['PRKACA']}}", "role": "assistant"}]} +{"conversations": [{"content": "Identify the gene or protein responsible for the transport of organic cations, which also facilitates the translocation of pharmaceuticals displaying synergistic effects when combined with Oxyphenonium.", "role": "user"}, {"content": "{'Metapath': [['drug', 'synergistic interaction', 'drug', 'transporter', 'gene/protein']], 'Restriction': {'drug': ['organic cations', 'pharmaceuticals displaying synergistic effects when combined with Oxyphenonium']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which gene or protein engages in interaction with the one associated with the AIM2 inflammasome and concurrently acts to inhibit the functionality of the effector protein granzyme B?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'ppi', 'gene/protein'], ['gene/protein', 'interacts with', 'gene/protein']], 'Restriction': {'gene/protein': ['associated with the AIM2 inflammasome', 'inhibit the functionality of the effector protein granzyme B']}}", "role": "assistant"}]} +{"conversations": [{"content": "Can you find the cell signaling pathway that engages with the PPP2R5D protein and also plays a supporting role in the 'Signaling by WNT in cancer' pathway?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'interacts with', 'pathway'], ['pathway', 'parent-child', 'pathway']], 'Restriction': {'gene/protein': ['PPP2R5D'], 'pathway': ['Signaling by WNT in cancer']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which illness, marked by consistently elevated systemic arterial blood pressure, serves as a contraindication for medications prescribed for vitamin B12 deficiency?", "role": "user"}, {"content": "{'Metapath': [['drug', 'contraindication', 'disease']], 'Restriction': {'disease': ['consistently elevated systemic arterial blood pressure'], 'drug': ['medications prescribed for vitamin B12 deficiency']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you provide information on medications that interact synergistically with Prazosin to treat a common condition and simultaneously diminish alertness and wakefulness through their selective inhibition of both orexin receptors OX1R and OX2R?", "role": "user"}, {"content": "{'Metapath': [['drug', 'synergistic interaction', 'drug'], ['gene/protein', 'target', 'drug']], 'Restriction': {'drug': ['Prazosin'], 'gene/protein': ['orexin receptors OX1R and OX2R']}}", "role": "assistant"}]} +{"conversations": [{"content": "I need a compilation of genes and proteins that both interact with the downregulation of STAT protein peptidyl-serine phosphorylation and have several WD-40 repeats in their composition.", "role": "user"}, {"content": "{'Metapath': [['biological_process', 'interacts with', 'gene/protein']], 'Restriction': {'biological_process': ['downregulation of STAT protein peptidyl-serine phosphorylation'], 'gene/protein': ['several WD-40 repeats in their composition']}}", "role": "assistant"}]} +{"conversations": [{"content": "Please find the gene on chromosome 2, located between base pairs 231,395,710 and 231,401,164, which codes for a UDP-glycosyltransferase involved in poly-N-acetyllactosamine synthesis and plays a role in the Keratan sulfate biosynthetic process.", "role": "user"}, {"content": "{'Metapath': [['biological_process', 'interacts with', 'gene/protein']], 'Restriction': {'gene/protein': ['located on chromosome 2 between base pairs 231,395,710 and 231,401,164', 'codes for a UDP-glycosyltransferase involved in poly-N-acetyllactosamine synthesis'], 'biological_process': ['Keratan sulfate biosynthetic process']}}", "role": "assistant"}]} +{"conversations": [{"content": "Search for conditions lacking approved treatments that are linked to Retinitis.", "role": "user"}, {"content": "{'Metapath': [['effect/phenotype', 'phenotype absent', 'disease'], ['exposure', 'linked to', 'disease']], 'Restriction': {'disease': ['conditions'], 'effect/phenotype': ['approved treatments'], 'exposure': ['Retinitis']}}", "role": "assistant"}]} +{"conversations": [{"content": "Can you identify genes and proteins associated with metal ion binding that play a role in the disease involving left ventricular non-compaction, seizures, hypotonia, cataracts, and developmental delays?", "role": "user"}, {"content": "{'Metapath': [['disease', 'associated with', 'gene/protein'], ['molecular_function', 'interacts with', 'gene/protein']], 'Restriction': {'disease': ['left ventricular non-compaction', 'seizures', 'hypotonia', 'cataracts', 'developmental delays'], 'molecular_function': ['metal ion binding']}}", "role": "assistant"}]} +{"conversations": [{"content": "What is the name of the childhood disease associated with the CACNA1C gene that involves early-onset hypoketotic hypoglycemia and poor feeding, and is caused by slc22a5 gene mutations affecting carnitine uptake, resulting in fatty acid accumulation?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'associated with', 'disease']], 'Restriction': {'gene/protein': ['CACNA1C', 'slc22a5'], 'disease': ['childhood disease', 'early-onset hypoketotic hypoglycemia', 'poor feeding', 'carnitine uptake', 'fatty acid accumulation']}}", "role": "assistant"}]} +{"conversations": [{"content": "Can you share information on a hereditary bone condition linked to sulfation issues, correlated with the SLC26A2 gene, characterized by significantly short limbs and brachydactyly, including hitchhiker's thumb, in both males and females?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'associated with', 'disease']], 'Restriction': {'disease': ['hereditary bone condition', 'sulfation issues', 'significantly short limbs', 'brachydactyly', \"hitchhiker's thumb\", 'both males and females'], 'gene/protein': ['SLC26A2']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which disease is characterized by spinal cord tumors, linked to NF1 gene mutations, and typically progresses to renal failure?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'associated with', 'disease']], 'Restriction': {'disease': ['characterized by spinal cord tumors', 'typically progresses to renal failure'], 'gene/protein': ['NF1 gene mutations']}}", "role": "assistant"}]} +{"conversations": [{"content": "Can you pinpoint genes or proteins linked to SAPHO syndrome that are also involved in blood glucose control and insulin secretion?", "role": "user"}, {"content": "{'Metapath': [['disease', 'associated with', 'gene/protein'], ['biological_process', 'interacts with', 'gene/protein']], 'Restriction': {'disease': ['SAPHO syndrome'], 'biological_process': ['blood glucose control', 'insulin secretion']}}", "role": "assistant"}]} +{"conversations": [{"content": "Search for pathways associated with TLR3-mediated TICAM1-dependent apoptosis where there is a common gene or protein interaction involved.", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'interacts with', 'pathway'], ['gene/protein', 'interacts with', 'pathway']], 'Restriction': {'gene/protein': ['TLR3-mediated TICAM1-dependent apoptosis']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which cellular structures are involved in interactions with genes or proteins affected by the compound (3S,5R,7R,8S,9S,10R)-7-(hydroxymethyl)-3-(4-methylphenyl)-1,6-dioxa-2-azaspiro[4.5]decane-8,9,10-triol?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'interacts with', 'cellular_component']], 'Restriction': {'gene/protein': ['affected by the compound (3S,5R,7R,8S,9S,10R)-7-(hydroxymethyl)-3-(4-methylphenyl)-1,6-dioxa-2-azaspiro[4.5]decane-8,9,10-triol']}}", "role": "assistant"}]} +{"conversations": [{"content": "What diseases are associated with the LARS1 gene, specifically presenting with underdeveloped vertebral bodies?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'associated with', 'disease'], ['effect/phenotype', 'phenotype present', 'disease']], 'Restriction': {'gene/protein': ['LARS1'], 'effect/phenotype': ['underdeveloped vertebral bodies']}}", "role": "assistant"}]} +{"conversations": [{"content": "Can you give me a list of medications that specifically target the ACAD8 gene or its protein for their main biological effect?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'target', 'drug']], 'Restriction': {'gene/protein': ['ACAD8']}}", "role": "assistant"}]} +{"conversations": [{"content": "Search for medical conditions lacking any treatment medications that correlate with skin disorders presenting both hypopigmentation and hyperpigmentation.", "role": "user"}, {"content": "{'Metapath': [['effect/phenotype', 'phenotype present', 'disease'], ['drug', 'off-label use', 'disease']], 'Restriction': {'effect/phenotype': ['skin disorders presenting both hypopigmentation and hyperpigmentation']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which gene or protein is consistently lacking in the adult mammalian renal system as well as the cerebellar vermis region of the brain?", "role": "user"}, {"content": "{'Metapath': [['anatomy', 'expression absent', 'gene/protein']], 'Restriction': {'anatomy': ['adult mammalian renal system', 'cerebellar vermis region of the brain']}}", "role": "assistant"}]} +{"conversations": [{"content": "Identify proteins or genes that show interaction with NEK8 and are concurrently linked to a mutual pathological condition.", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'ppi', 'gene/protein'], ['disease', 'associated with', 'gene/protein']], 'Restriction': {'gene/protein': ['NEK8']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which medications that suppress the activity of non-structural protein 5A enhance the efficacy of Dasabuvir when used in combination and are also approved for managing hepatitis C?", "role": "user"}, {"content": "{'Metapath': [['drug', 'synergistic interaction', 'drug'], ['disease', 'indication', 'drug']], 'Restriction': {'drug': ['suppress the activity of non-structural protein 5A', 'enhance the efficacy of Dasabuvir', 'approved for managing hepatitis C'], 'disease': ['hepatitis C']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which condition treatable by Pentosan polysulfate is categorized as a variant or related to connective tissue disorders?", "role": "user"}, {"content": "{'Metapath': [['drug', 'indication', 'disease'], ['disease', 'parent-child', 'disease']], 'Restriction': {'drug': ['Pentosan polysulfate'], 'disease': ['variant or related to connective tissue disorders']}}", "role": "assistant"}]} +{"conversations": [{"content": "What is the subclass of benign vaginal neoplasms that includes benign papillary tumors of the vagina?", "role": "user"}, {"content": "{'Metapath': [['disease', 'parent-child', 'disease']], 'Restriction': {'disease': ['benign vaginal neoplasms', 'benign papillary tumors of the vagina']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you suggest medications compatible with Benznidazole that target the ribosomal protein L8 gene?", "role": "user"}, {"content": "{'Metapath': [['drug', 'synergistic interaction', 'drug'], ['gene/protein', 'target', 'drug']], 'Restriction': {'drug': ['Benznidazole'], 'gene/protein': ['ribosomal protein L8']}}", "role": "assistant"}]} +{"conversations": [{"content": "Identify a gene or protein linked to undifferentiated carcinoma, involved in G alpha (z) signaling pathways, and interacting with GTPase molecular functions.", "role": "user"}, {"content": "{'Metapath': [['disease', 'associated with', 'gene/protein'], ['pathway', 'interacts with', 'gene/protein'], ['molecular_function', 'interacts with', 'gene/protein']], 'Restriction': {'disease': ['undifferentiated carcinoma'], 'pathway': ['G alpha (z) signaling pathways'], 'molecular_function': ['GTPase']}}", "role": "assistant"}]} +{"conversations": [{"content": "What gene is responsible for encoding the glycoprotein essential to the thyroid, involved in iodinating thyroglobulin's tyrosine and coupling iodotyrosines to produce the hormones thyroxine and triiodothyronine, and interacts with the Thyroxine biosynthesis pathway?", "role": "user"}, {"content": "{'Metapath': [['pathway', 'interacts with', 'gene/protein']], 'Restriction': {'pathway': ['Thyroxine biosynthesis'], 'gene/protein': ['encoding the glycoprotein essential to the thyroid', \"involved in iodinating thyroglobulin's tyrosine\", 'coupling iodotyrosines to produce the hormones thyroxine and triiodothyronine']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you supply a list of medications in pill or tablet form that target the METAP2 gene or its protein product?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'target', 'drug']], 'Restriction': {'gene/protein': ['METAP2'], 'drug': ['medications in pill or tablet form']}}", "role": "assistant"}]} +{"conversations": [{"content": "Please find genes or proteins that bind to U6atac snRNA and are linked to Lowry-Wood syndrome etiology.", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'interacts with', 'gene/protein'], ['disease', 'associated with', 'gene/protein']], 'Restriction': {'gene/protein': ['bind to U6atac snRNA'], 'disease': ['Lowry-Wood syndrome etiology']}}", "role": "assistant"}]} +{"conversations": [{"content": "What might be the diagnosis for someone with symptoms of enlarged brain ventricles and unusually fragile bones, including frequent fractures in the ribs and limbs? Considering the rarity of these combined symptoms and a family history of bone weakness, is there a particular disease that correlates with this presentation, perhaps one that affects fewer than 1 in a million people?", "role": "user"}, {"content": "{'Metapath': [['effect/phenotype', 'phenotype present', 'disease']], 'Restriction': {'effect/phenotype': ['enlarged brain ventricles', 'unusually fragile bones', 'frequent fractures in the ribs and limbs', 'bone weakness'], 'disease': ['affects fewer than 1 in a million people']}}", "role": "assistant"}]} +{"conversations": [{"content": "What condition associated with the WDR36 gene could a doctor encounter in their practice?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'associated with', 'disease']], 'Restriction': {'gene/protein': ['WDR36']}}", "role": "assistant"}]} +{"conversations": [{"content": "What is the pathway that governs the movement of inositol phosphates from the nucleus to the cytosol within the broader Inositol phosphate metabolism?", "role": "user"}, {"content": "{'Metapath': [['pathway', 'parent-child', 'pathway'], ['gene/protein', 'interacts with', 'pathway']], 'Restriction': {'pathway': ['movement of inositol phosphates from the nucleus to the cytosol', 'broader Inositol phosphate metabolism']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which gene or protein involved in controlling G-protein signaling is found in the nasopharyngeal region but not in the epithelial tissues of the nasal cavity?", "role": "user"}, {"content": "{'Metapath': [['anatomy', 'expression present', 'gene/protein'], ['anatomy', 'expression absent', 'gene/protein']], 'Restriction': {'anatomy': ['nasopharyngeal region', 'epithelial tissues of the nasal cavity']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which genes or proteins interact with TAB1 and are involved in regulating mRNA splicing via the spliceosome?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'interacts with', 'gene/protein'], ['biological_process', 'interacts with', 'gene/protein']], 'Restriction': {'gene/protein': ['TAB1'], 'biological_process': ['regulating mRNA splicing via the spliceosome']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you find genes or proteins that engage in protein binding, facilitate cGMP-signaling regulation, and are linked to intracellular membrane-associated organelles?", "role": "user"}, {"content": "{'Metapath': [['molecular_function', 'interacts with', 'gene/protein'], ['biological_process', 'interacts with', 'gene/protein'], ['cellular_component', 'interacts with', 'gene/protein']], 'Restriction': {'molecular_function': ['protein binding'], 'biological_process': ['cGMP-signaling regulation'], 'cellular_component': ['intracellular membrane-associated organelles']}}", "role": "assistant"}]} +{"conversations": [{"content": "Identify genes and proteins that interact with prostaglandin D receptor, are part of the Prostanoid ligand receptors pathway, and trigger the intracellular calcium signaling cascade.", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'interacts with', 'gene/protein'], ['pathway', 'interacts with', 'gene/protein'], ['biological_process', 'interacts with', 'gene/protein']], 'Restriction': {'gene/protein': ['prostaglandin D receptor'], 'pathway': ['Prostanoid ligand receptors pathway'], 'biological_process': ['intracellular calcium signaling cascade']}}", "role": "assistant"}]} +{"conversations": [{"content": "What gene or protein is responsible for catalyzing the transformation of uridine into dihydrouridine in tRNA and also actively participates in the biosynthesis pathway of tRNA dihydrouridine?", "role": "user"}, {"content": "{'Metapath': [['drug', 'enzyme', 'gene/protein'], ['pathway', 'interacts with', 'gene/protein']], 'Restriction': {'drug': ['uridine'], 'pathway': ['biosynthesis pathway of tRNA dihydrouridine']}}", "role": "assistant"}]} +{"conversations": [{"content": "I am looking for diseases with no current drug treatments available, associated with abnormalities in the central nervous system's morphology, and presenting with a clinical triad of nasopalpebral lipoma, bilateral eyelid coloboma, and telecanthus.", "role": "user"}, {"content": "{'Metapath': [['effect/phenotype', 'phenotype absent', 'disease'], ['gene/protein', 'associated with', 'disease']], 'Restriction': {'effect/phenotype': [\"abnormalities in the central nervous system's morphology\", 'nasopalpebral lipoma', 'bilateral eyelid coloboma', 'telecanthus']}}", "role": "assistant"}]} +{"conversations": [{"content": "What disease is a subtype of ectodermal dysplasia linked to PEX26 gene involvement?", "role": "user"}, {"content": "{'Metapath': [['disease', 'parent-child', 'disease'], ['gene/protein', 'associated with', 'disease']], 'Restriction': {'disease': ['ectodermal dysplasia'], 'gene/protein': ['PEX26']}}", "role": "assistant"}]} +{"conversations": [{"content": "What is the pathway that involves both EGFR and GRB2 and falls under 'Signaling by EGFR' in the pathway hierarchy?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'interacts with', 'pathway'], ['pathway', 'parent-child', 'pathway']], 'Restriction': {'gene/protein': ['EGFR', 'GRB2'], 'pathway': ['Signaling by EGFR in the pathway hierarchy']}}", "role": "assistant"}]} +{"conversations": [{"content": "What disease is considered a complication of endometritis and can be treated with Ceftriaxone?", "role": "user"}, {"content": "{'Metapath': [['drug', 'indication', 'disease'], ['disease', 'parent-child', 'disease']], 'Restriction': {'disease': ['complication of endometritis'], 'drug': ['Ceftriaxone']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which member of the kinesin protein family associated with cilia is not expressed in the corpus callosum and remains absent in repeated observations of this brain region?", "role": "user"}, {"content": "{'Metapath': [['anatomy', 'expression absent', 'gene/protein']], 'Restriction': {'anatomy': ['corpus callosum', 'brain region'], 'gene/protein': ['kinesin protein family', 'associated with cilia']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you provide a list of medications that, when used in conjunction with Methylprednisolone hemisuccinate for treating the same condition, exhibit a synergistic effect and also possess an approximate oral half-life of 2 hours?", "role": "user"}, {"content": "{'Metapath': [['drug', 'synergistic interaction', 'drug']], 'Restriction': {'drug': ['Methylprednisolone hemisuccinate', 'approximate oral half-life of 2 hours']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which genes or proteins interact with the malfunctioning CYP11B2 that leads to CMO-1 deficiency?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'interacts with', 'gene/protein'], ['disease', 'associated with', 'gene/protein']], 'Restriction': {'gene/protein': ['CYP11B2'], 'disease': ['CMO-1 deficiency']}}", "role": "assistant"}]} +{"conversations": [{"content": "What genes or proteins interact with the Histamine receptors pathway and are linked to cribriform carcinoma?", "role": "user"}, {"content": "{'Metapath': [['pathway', 'interacts with', 'gene/protein'], ['disease', 'associated with', 'gene/protein']], 'Restriction': {'pathway': ['Histamine receptors'], 'disease': ['cribriform carcinoma']}}", "role": "assistant"}]} +{"conversations": [{"content": "What are the treatment options for cutis verticis gyrata that work by targeting cannabinoid receptors in the endocannabinoid system?", "role": "user"}, {"content": "{'Metapath': [['disease', 'indication', 'drug'], ['gene/protein', 'target', 'drug']], 'Restriction': {'disease': ['cutis verticis gyrata'], 'gene/protein': ['cannabinoid receptors in the endocannabinoid system']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you find substances that bind to the ATP1A1 protein and also help regulate low potassium levels?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'target', 'drug'], ['disease', 'indication', 'drug']], 'Restriction': {'gene/protein': ['ATP1A1 protein'], 'disease': ['low potassium levels']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you provide a list of medications that are commonly prescribed alongside Quetiapine to effectively manage anxiety, panic episodes, and insomnia?", "role": "user"}, {"content": "{'Metapath': [['drug', 'synergistic interaction', 'drug']], 'Restriction': {'drug': ['Quetiapine'], 'effect/phenotype': ['anxiety', 'panic episodes', 'insomnia']}}", "role": "assistant"}]} +{"conversations": [{"content": "What is the disease associated with HLA-DQA1 that represents a systemic condition subtype?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'associated with', 'disease'], ['disease', 'parent-child', 'disease']], 'Restriction': {'gene/protein': ['HLA-DQA1'], 'disease': ['systemic condition subtype']}}", "role": "assistant"}]} +{"conversations": [{"content": "Can you supply a list of genes and proteins involved in the Stimuli-sensing channels pathway that also participate in protein dimerization and support the activity of intracellular calcium-activated chloride channels?", "role": "user"}, {"content": "{'Metapath': [['pathway', 'interacts with', 'gene/protein'], ['molecular_function', 'interacts with', 'gene/protein']], 'Restriction': {'pathway': ['Stimuli-sensing channels'], 'molecular_function': ['protein dimerization', 'activity of intracellular calcium-activated chloride channels']}}", "role": "assistant"}]} +{"conversations": [{"content": "Please find genes and proteins linked to severe early-onset COPD which also have microtubule-binding properties.", "role": "user"}, {"content": "{'Metapath': [['disease', 'associated with', 'gene/protein'], ['cellular_component', 'interacts with', 'gene/protein']], 'Restriction': {'disease': ['severe early-onset COPD'], 'cellular_component': ['microtubule-binding properties']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which disease is classified under arenavirus hemorrhagic fevers and is also a type of vector-borne illness?", "role": "user"}, {"content": "{'Metapath': [['disease', 'parent-child', 'disease'], ['exposure', 'linked to', 'disease']], 'Restriction': {'disease': ['arenavirus hemorrhagic fevers', 'type of vector-borne illness']}}", "role": "assistant"}]} +{"conversations": [{"content": "What possible condition could I have that's associated with multiple pterygium syndrome and similar to contractures, pterygia, and variable skeletal fusions syndrome 1B, considering it may run in the family?", "role": "user"}, {"content": "{'Metapath': [['disease', 'parent-child', 'disease'], ['effect/phenotype', 'phenotype present', 'disease']], 'Restriction': {'effect/phenotype': ['multiple pterygium syndrome', 'contractures', 'pterygia', 'variable skeletal fusions syndrome 1B'], 'disease': ['condition that may run in the family']}}", "role": "assistant"}]} +{"conversations": [{"content": "I've been experiencing dizziness, palpitations, and occasional acid reflux, along with unexpected daytime sleepiness. Could any of my current medications be contributing to these symptoms without aggravating my reflux?", "role": "user"}, {"content": "{'Metapath': [['effect/phenotype', 'side effect', 'drug']], 'Restriction': {'effect/phenotype': ['dizziness', 'palpitations', 'occasional acid reflux', 'unexpected daytime sleepiness']}}", "role": "assistant"}]} +{"conversations": [{"content": "Can you list drugs that target the F12 gene/protein and induce endothelial irritation in the venous intima, causing a dose-dependent sterile inflammatory response?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'target', 'drug'], ['anatomy', 'phenotype present', 'effect/phenotype', 'side effect', 'drug']], 'Restriction': {'gene/protein': ['F12'], 'effect/phenotype': ['endothelial irritation', 'dose-dependent sterile inflammatory response'], 'anatomy': ['venous intima']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you provide details on an inherited tremor-related condition where Cefepime is contraindicated and presents with chin myoclonus?", "role": "user"}, {"content": "{'Metapath': [['drug', 'contraindication', 'disease'], ['effect/phenotype', 'phenotype present', 'disease']], 'Restriction': {'disease': ['inherited tremor-related condition'], 'drug': ['Cefepime'], 'effect/phenotype': ['chin myoclonus']}}", "role": "assistant"}]} +{"conversations": [{"content": "What developmental mental health disorders could include diseases related to the PARP1 protein in a genetically predisposed patient?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'associated with', 'disease'], ['disease', 'parent-child', 'disease']], 'Restriction': {'gene/protein': ['PARP1'], 'disease': ['developmental mental health disorders', 'diseases related to the PARP1 protein']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you provide me with a list of medications that display synergistic effects when combined with Lemborexant, are prescribed for the same indications, and possess an elimination half-life close to 37 hours? I am interested in exploring alternative treatments compatible with Lemborexant's therapeutic indications that may offer extended efficacy through the prolonged half-life of the secondary drug when co-administered.", "role": "user"}, {"content": "{'Metapath': [['drug', 'synergistic interaction', 'drug'], ['disease', 'indication', 'drug']], 'Restriction': {'drug': ['Lemborexant', 'medications that possess an elimination half-life close to 37 hours']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which cellular structures are involved in interactions with genes or proteins that are the target of Mant-ADP?", "role": "user"}, {"content": "{'Metapath': [['drug', 'target', 'gene/protein', 'interacts with', 'cellular_component']], 'Restriction': {'drug': ['Mant-ADP']}}", "role": "assistant"}]} +{"conversations": [{"content": "Can you help me identify any associated diseases linked to two genetic conditions present in my family history? The first involves ambiguous genitalia in newborn males due to 5-alpha-reductase 2 deficiency, and the second pertains to excess hormone production caused by 11-beta-hydroxylase deficiency. I'm interested in related disorders that could be considered as either predecessor or derivative conditions in medical taxonomy.", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'associated with', 'disease'], ['disease', 'parent-child', 'disease']], 'Restriction': {'disease': ['ambiguous genitalia in newborn males due to 5-alpha-reductase 2 deficiency', 'excess hormone production caused by 11-beta-hydroxylase deficiency', 'related disorders that could be considered as either predecessor or derivative conditions in medical taxonomy']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which subsidiary pathways of the Innate Immune System interact with the RPS27A gene/protein?", "role": "user"}, {"content": "{'Metapath': [['pathway', 'parent-child', 'pathway'], ['gene/protein', 'interacts with', 'pathway']], 'Restriction': {'pathway': ['Innate Immune System'], 'gene/protein': ['RPS27A']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which gene or protein is not expressed in either the lung or biceps brachii tissue?", "role": "user"}, {"content": "{'Metapath': [['anatomy', 'expression absent', 'gene/protein']], 'Restriction': {'anatomy': ['lung', 'biceps brachii tissue']}}", "role": "assistant"}]} +{"conversations": [{"content": "What gene encodes a protein that mediates cellular growth suppression via apoptotic induction, interacts with the cell cycle, and has protein-protein interactions with DSCR10?", "role": "user"}, {"content": "{'Metapath': [['biological_process', 'interacts with', 'gene/protein'], ['cellular_component', 'interacts with', 'gene/protein'], ['gene/protein', 'ppi', 'gene/protein']], 'Restriction': {'biological_process': ['cellular growth suppression via apoptotic induction', 'cell cycle'], 'gene/protein': ['DSCR10']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which condition, known for leading to chronic intestinal pseudo-obstruction, should be considered a contraindication when prescribing medication typically used to treat opiate dependence?", "role": "user"}, {"content": "{'Metapath': [['drug', 'contraindication', 'disease']], 'Restriction': {'disease': ['condition known for leading to chronic intestinal pseudo-obstruction'], 'drug': ['medication typically used to treat opiate dependence']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which chronic inflammatory gastrointestinal diseases linked to RIPK2 should be avoided in patients treated with Reserpine?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'linked to', 'disease'], ['drug', 'contraindication', 'disease']], 'Restriction': {'gene/protein': ['RIPK2'], 'drug': ['Reserpine'], 'disease': ['chronic inflammatory gastrointestinal diseases']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which afflictions linked to the PPP1R1B gene can lead to persistent depressive symptoms over a period of two years and are deemed incompatible with the use of Indomethacin as a treatment?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'associated with', 'disease'], ['drug', 'contraindication', 'disease']], 'Restriction': {'gene/protein': ['PPP1R1B'], 'effect/phenotype': ['persistent depressive symptoms over a period of two years'], 'drug': ['Indomethacin']}}", "role": "assistant"}]} +{"conversations": [{"content": "Find medical conditions linked to the gene EDN1 that should not be treated with the drug Trimethoprim.", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'associated with', 'disease'], ['drug', 'contraindication', 'disease']], 'Restriction': {'gene/protein': ['EDN1'], 'drug': ['Trimethoprim']}}", "role": "assistant"}]} +{"conversations": [{"content": "What potential hereditary diseases, like thrombotic thrombocytopenic purpura, could lead to comatose states?", "role": "user"}, {"content": "{'Metapath': [['disease', 'parent-child', 'disease'], ['effect/phenotype', 'phenotype present', 'disease']], 'Restriction': {'disease': ['thrombotic thrombocytopenic purpura', 'potential hereditary diseases'], 'effect/phenotype': ['comatose states']}}", "role": "assistant"}]} +{"conversations": [{"content": "Please locate genes and proteins that interact with protein kinases, associated with occipital pachygyria and polymicrogyria, and code for transcription factors critical for neuronal migration and axonal development.", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'interacts with', 'gene/protein'], ['disease', 'associated with', 'gene/protein']], 'Restriction': {'gene/protein': ['protein kinases', 'transcription factors critical for neuronal migration and axonal development'], 'disease': ['occipital pachygyria', 'polymicrogyria']}}", "role": "assistant"}]} +{"conversations": [{"content": "Please identify a gene or protein that both interacts with elements associated with peptide hormone biosynthesis and participates in the proteasome-mediated ubiquitin-dependent protein degradation pathway.", "role": "user"}, {"content": "{'Metapath': [['biological_process', 'interacts with', 'gene/protein'], ['pathway', 'interacts with', 'gene/protein']], 'Restriction': {'biological_process': ['peptide hormone biosynthesis'], 'pathway': ['proteasome-mediated ubiquitin-dependent protein degradation']}}", "role": "assistant"}]} +{"conversations": [{"content": "Identify conditions linked to the CAMK2D gene that lead to inadequate myocardial perfusion and are not recommended for treatment with Rizatriptan.", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'associated with', 'disease'], ['effect/phenotype', 'linked to', 'disease'], ['drug', 'contraindication', 'disease']], 'Restriction': {'gene/protein': ['CAMK2D'], 'effect/phenotype': ['inadequate myocardial perfusion'], 'drug': ['Rizatriptan']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you provide a list of medications that exhibit synergistic effects when combined with Nalmefene for treating the same condition and possess an extended half-life, approximately 2.6 days in duration?", "role": "user"}, {"content": "{'Metapath': [['drug', 'synergistic interaction', 'drug']], 'Restriction': {'drug': ['Nalmefene', 'extended half-life, approximately 2.6 days in duration']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you recommend an adjunct medication that enhances Albendazole's efficacy for treating ascaridiasis, and also has broad-spectrum activity against parasitic, viral, and bacterial infections?", "role": "user"}, {"content": "{'Metapath': [['drug', 'synergistic interaction', 'drug'], ['disease', 'indication', 'drug']], 'Restriction': {'drug': ['Albendazole', 'broad-spectrum activity against parasitic, viral, and bacterial infections'], 'disease': ['ascaridiasis']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which gene or protein is expressed in the gall bladder but not in the cerebellar vermis and is responsible for the encoding of the gamma chain of fibrinogen?", "role": "user"}, {"content": "{'Metapath': [['anatomy', 'expression absent', 'gene/protein'], ['anatomy', 'expression present', 'gene/protein']], 'Restriction': {'anatomy': ['gall bladder', 'cerebellar vermis'], 'gene/protein': ['encoding of the gamma chain of fibrinogen']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which conditions are associated with ADIPOR2 gene abnormalities in patients showing related symptoms?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'associated with', 'disease']], 'Restriction': {'gene/protein': ['ADIPOR2'], 'effect/phenotype': ['related symptoms']}}", "role": "assistant"}]} +{"conversations": [{"content": "What is the disease associated with thiopurine metabolism involving the NUDT15 gene?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'associated with', 'disease']], 'Restriction': {'gene/protein': ['NUDT15'], 'molecular_function': ['thiopurine metabolism']}}", "role": "assistant"}]} +{"conversations": [{"content": "What is the biosynthetic pathway that falls under 'Creation of C4 and C2 activators' and also involves the MASP1 gene or its protein product?", "role": "user"}, {"content": "{'Metapath': [['pathway', 'parent-child', 'pathway'], ['gene/protein', 'interacts with', 'pathway']], 'Restriction': {'pathway': ['Creation of C4 and C2 activators'], 'gene/protein': ['MASP1']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which gene or protein is linked to lysosomal acid phosphatase deficiency and involved in dephosphorylation molecular interactions?", "role": "user"}, {"content": "{'Metapath': [['disease', 'associated with', 'gene/protein'], ['molecular_function', 'interacts with', 'gene/protein']], 'Restriction': {'disease': ['lysosomal acid phosphatase deficiency'], 'molecular_function': ['dephosphorylation']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which genes or proteins are associated with retinitis pigmentosa and involved in intracellular organelle positioning?", "role": "user"}, {"content": "{'Metapath': [['disease', 'associated with', 'gene/protein'], ['cellular_component', 'interacts with', 'gene/protein']], 'Restriction': {'disease': ['retinitis pigmentosa'], 'cellular_component': ['intracellular organelle positioning']}}", "role": "assistant"}]} +{"conversations": [{"content": "Can you recommend a cephalosporin antibiotic with an extended half-life not recommended for patients prone to Clostridium difficile colitis and which may also increase the risk of kidney stones?", "role": "user"}, {"content": "{'Metapath': [['disease', 'contraindication', 'drug'], ['effect/phenotype', 'side effect', 'drug']], 'Restriction': {'disease': ['Clostridium difficile colitis'], 'effect/phenotype': ['kidney stones']}}", "role": "assistant"}]} +{"conversations": [{"content": "Identify the unidentified functional protein encoded by a gene in the Smith-Magenis syndrome region of chromosome 17 that interacts with the Plasmalogen biosynthesis pathway.", "role": "user"}, {"content": "{'Metapath': [['pathway', 'interacts with', 'gene/protein']], 'Restriction': {'gene/protein': ['unidentified functional protein encoded by a gene in the Smith-Magenis syndrome region of chromosome 17'], 'pathway': ['Plasmalogen biosynthesis']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you identify the disorder associated with the AP3D1 gene that involves symptoms such as sensitivity to light, higher risk of UV skin damage, and eye problems including nystagmus and major vision irregularities?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'associated with', 'disease']], 'Restriction': {'gene/protein': ['AP3D1'], 'effect/phenotype': ['sensitivity to light', 'higher risk of UV skin damage', 'eye problems including nystagmus', 'major vision irregularities']}}", "role": "assistant"}]} +{"conversations": [{"content": "Please find me the gene or protein that interacts with the Initiation of NE Reformation pathway, has serine/threonine kinase activity, and belongs to the vaccinia-related kinase family.", "role": "user"}, {"content": "{'Metapath': [['pathway', 'interacts with', 'gene/protein'], ['molecular_function', 'interacts with', 'gene/protein']], 'Restriction': {'pathway': ['Initiation of NE Reformation'], 'molecular_function': ['serine/threonine kinase activity'], 'gene/protein': ['vaccinia-related kinase family']}}", "role": "assistant"}]} +{"conversations": [{"content": "What are some related conditions within the myeloproliferative neoplasm spectrum that could cause persistent fatigue, a general feeling of malaise, or unexplained weight loss?", "role": "user"}, {"content": "{'Metapath': [['disease', 'parent-child', 'disease'], ['effect/phenotype', 'phenotype present', 'disease']], 'Restriction': {'disease': ['myeloproliferative neoplasm spectrum', 'related conditions'], 'effect/phenotype': ['persistent fatigue', 'general feeling of malaise', 'unexplained weight loss']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which gene or protein engages with NPHP1 and plays a role in both ciliogenesis and renal tubule formation, while also being linked to the same pathology as NPHP1?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'ppi', 'gene/protein'], ['biological_process', 'interacts with', 'gene/protein'], ['disease', 'associated with', 'gene/protein']], 'Restriction': {'gene/protein': ['NPHP1'], 'biological_process': ['ciliogenesis', 'renal tubule formation']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which biochemical pathway involving the UBA52 gene/protein interaction falls under the larger pathway governing the translation of structural proteins?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'interacts with', 'pathway'], ['pathway', 'parent-child', 'pathway']], 'Restriction': {'gene/protein': ['UBA52'], 'pathway': ['biochemical pathway involving the UBA52 gene/protein interaction', 'larger pathway governing the translation of structural proteins']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which cellular structures engage with genes or proteins influenced by the compound 4-[(7R,7aS)-7-hydroxy-1,3-dioxotetrahydro-1H-pyrrolo[1,2-c]imidazol-2(3H)-yl]-1-naphthonitrile?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'interacts with', 'cellular_component']], 'Restriction': {'gene/protein': ['influenced by the compound 4-[(7R,7aS)-7-hydroxy-1,3-dioxotetrahydro-1H-pyrrolo[1,2-c]imidazol-2(3H)-yl]-1-naphthonitrile']}}", "role": "assistant"}]} +{"conversations": [{"content": "Are there medications specifically designed to interact with genes or proteins connected to inositol monophosphate 3-phosphatase activity that exhibit mood-stabilizing properties through their influence on these biological targets?", "role": "user"}, {"content": "{'Metapath': [['molecular_function', 'interacts with', 'gene/protein', 'target', 'drug']], 'Restriction': {'molecular_function': ['inositol monophosphate 3-phosphatase activity'], 'drug': ['mood-stabilizing properties']}}", "role": "assistant"}]} +{"conversations": [{"content": "Please find genes or proteins that interact with both the cell's cytoskeleton and TIMM13, the mitochondrial inner membrane's translocase subunit.", "role": "user"}, {"content": "{'Metapath': [['cellular_component', 'interacts with', 'gene/protein'], ['gene/protein', 'interacts with', 'gene/protein']], 'Restriction': {'cellular_component': [\"cell's cytoskeleton\"], 'gene/protein': ['TIMM13']}}", "role": "assistant"}]} +{"conversations": [{"content": "What are the effects or phenotypes associated with eosinophilic esophagitis?", "role": "user"}, {"content": "{'Metapath': [['disease', 'phenotype present', 'effect/phenotype']], 'Restriction': {'disease': ['eosinophilic esophagitis']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which anatomical structures lack the expression of genes or proteins linked to recurring infections?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'expression absent', 'anatomy']], 'Restriction': {'anatomy': ['anatomical structures'], 'gene/protein': ['linked to recurring infections']}}", "role": "assistant"}]} +{"conversations": [{"content": "What disease is linked to the C9 protein gene and involves continuous opioid abuse despite harmful consequences?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'associated with', 'disease'], ['exposure', 'linked to', 'disease']], 'Restriction': {'gene/protein': ['C9 protein gene'], 'exposure': ['continuous opioid abuse despite harmful consequences']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you suggest medications for relapsing-remitting multiple sclerosis targeting IFNAR2 with a half-life close to 10 hours?", "role": "user"}, {"content": "{'Metapath': [['disease', 'indication', 'drug'], ['gene/protein', 'target', 'drug']], 'Restriction': {'disease': ['relapsing-remitting multiple sclerosis'], 'gene/protein': ['IFNAR2'], 'drug': ['half-life close to 10 hours']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which anatomical structures lack the expression of genes or proteins implicated in the development of Leukocytosis?", "role": "user"}, {"content": "{'Metapath': [['disease', 'associated with', 'gene/protein', 'expression absent', 'anatomy']], 'Restriction': {'disease': ['Leukocytosis']}}", "role": "assistant"}]} +{"conversations": [{"content": "Identify proteins or genes that demonstrate interaction with ANKRD7 and share an association with a common disease.", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'ppi', 'gene/protein'], ['disease', 'associated with', 'gene/protein']], 'Restriction': {'gene/protein': ['ANKRD7']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you recommend any drugs compatible with Nizatidine that may enhance its efficacy, are safe for individuals prone to paranoia, and are effective against blood parasites?", "role": "user"}, {"content": "{'Metapath': [['drug', 'synergistic interaction', 'drug'], ['disease', 'contraindication', 'drug'], ['disease', 'indication', 'drug']], 'Restriction': {'drug': ['Nizatidine'], 'disease': ['paranoia', 'blood parasites']}}", "role": "assistant"}]} +{"conversations": [{"content": "What are the main drugs used to treat high intraocular pressure in chronic open-angle glaucoma that act on the butyrylcholinesterase enzyme, genetically or at the protein level?", "role": "user"}, {"content": "{'Metapath': [['disease', 'indication', 'drug'], ['gene/protein', 'target', 'drug'], ['gene/protein', 'enzyme', 'drug']], 'Restriction': {'disease': ['high intraocular pressure in chronic open-angle glaucoma'], 'gene/protein': ['butyrylcholinesterase enzyme']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which gene or protein is consistently not expressed in the spleen and the pituitary gland?", "role": "user"}, {"content": "{'Metapath': [['anatomy', 'expression absent', 'gene/protein']], 'Restriction': {'anatomy': ['spleen', 'pituitary gland']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which genes or proteins are present in the craniocervical area but not expressed in the mammary gland epithelial tissues?", "role": "user"}, {"content": "{'Metapath': [['anatomy', 'expression present', 'gene/protein'], ['anatomy', 'expression absent', 'gene/protein']], 'Restriction': {'anatomy': ['craniocervical area', 'mammary gland epithelial tissues']}}", "role": "assistant"}]} +{"conversations": [{"content": "What is the biological pathway that involves RUNX2 interaction, regulates gene expression that governs myeloid cell differentiation, and activates LGALS3 transcription, leading to Galectin-3 synthesis?", "role": "user"}, {"content": "{'Metapath': [['biological_process', 'interacts with', 'gene/protein', 'interacts with', 'gene/protein', 'interacts with', 'pathway']], 'Restriction': {'gene/protein': ['RUNX2', 'LGALS3'], 'biological_process': ['gene expression that governs myeloid cell differentiation', 'activates LGALS3 transcription', 'Galectin-3 synthesis']}}", "role": "assistant"}]} +{"conversations": [{"content": "I've noticed a regression in skills I previously mastered and it's concerning me. Is this indicative of a medical condition? Moreover, I'm aware of a hereditary kidney issue linked to either storage or metabolic disorders. Could this also be associated with vision loss? What diseases should I be aware of that align with these symptoms?", "role": "user"}, {"content": "{'Metapath': [['effect/phenotype', 'phenotype present', 'disease'], ['disease', 'parent-child', 'disease'], ['exposure', 'linked to', 'disease']], 'Restriction': {'effect/phenotype': ['regression in skills', 'vision loss'], 'disease': ['hereditary kidney issue', 'storage or metabolic disorders', 'medical condition'], 'exposure': ['hereditary']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you please provide me with a list of genes or proteins involved in the creatine metabolism pathway that also interact with the creatine kinase molecular function and assist with the phosphorylation-driven transport of high-energy phosphates from the mitochondrial matrix to the cytosol?", "role": "user"}, {"content": "{'Metapath': [['pathway', 'interacts with', 'gene/protein'], ['molecular_function', 'interacts with', 'gene/protein']], 'Restriction': {'pathway': ['creatine metabolism'], 'molecular_function': ['creatine kinase', 'phosphorylation-driven transport of high-energy phosphates from the mitochondrial matrix to the cytosol']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which gene or protein is responsible for the translocation of bile salts into bile canaliculi and also facilitates the transport of drugs that exhibit synergistic effects when used in conjunction with TB-402?", "role": "user"}, {"content": "{'Metapath': [['drug', 'synergistic interaction', 'drug', 'transporter', 'gene/protein']], 'Restriction': {'drug': ['bile salts', 'drugs that exhibit synergistic effects when used in conjunction with TB-402']}}", "role": "assistant"}]} +{"conversations": [{"content": "Can you provide me with the signaling pathways that interact with ARHGEF6 protein and fall under the category of 'Cell-extracellular matrix interactions'?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'interacts with', 'pathway']], 'Restriction': {'gene/protein': ['ARHGEF6 protein'], 'pathway': ['Cell-extracellular matrix interactions']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which gene or protein is not expressed in either the nucleus accumbens or the nasal cavity epithelial cells?", "role": "user"}, {"content": "{'Metapath': [['anatomy', 'expression absent', 'gene/protein']], 'Restriction': {'anatomy': ['nucleus accumbens', 'nasal cavity epithelial cells']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which investigational solid-phase substances act upon genes or proteins that are involved with the modulation of adenosine deaminase enzymatic function?", "role": "user"}, {"content": "{'Metapath': [['molecular_function', 'interacts with', 'gene/protein', 'target', 'drug']], 'Restriction': {'drug': ['investigational solid-phase substances'], 'molecular_function': ['modulation of adenosine deaminase enzymatic function']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you list any tablet or capsule medications designed to affect the CAPN1 gene/protein interaction for a patient under my care?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'target', 'drug']], 'Restriction': {'gene/protein': ['CAPN1']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which illnesses are linked to the HTR3B gene, are adversely affected by Ethinylestradiol medication, and exhibit persistent symptoms including a depressed mood, lack of appetite, or fatigue lasting over a duration of two years?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'associated with', 'disease'], ['exposure', 'linked to', 'disease'], ['effect/phenotype', 'phenotype present', 'disease']], 'Restriction': {'gene/protein': ['HTR3B'], 'exposure': ['Ethinylestradiol medication'], 'effect/phenotype': ['persistent symptoms including a depressed mood, lack of appetite, or fatigue lasting over a duration of two years']}}", "role": "assistant"}]} +{"conversations": [{"content": "Identify the gene or protein that is not expressed in either the vermiform appendix or skeletal muscle tissue.", "role": "user"}, {"content": "{'Metapath': [['anatomy', 'expression absent', 'gene/protein']], 'Restriction': {'anatomy': ['vermiform appendix', 'skeletal muscle tissue']}}", "role": "assistant"}]} +{"conversations": [{"content": "Can you find genes or proteins involved in cytokine activity, linked to the TNF receptor pathway, and crucial for T cell activation and cytokine production through costimulatory signals?", "role": "user"}, {"content": "{'Metapath': [['molecular_function', 'interacts with', 'gene/protein'], ['pathway', 'interacts with', 'gene/protein'], ['biological_process', 'interacts with', 'gene/protein']], 'Restriction': {'molecular_function': ['cytokine activity'], 'pathway': ['TNF receptor pathway'], 'biological_process': ['T cell activation', 'cytokine production through costimulatory signals']}}", "role": "assistant"}]} +{"conversations": [{"content": "Can you give me a list of pills or tablets that act on the RNASE2 gene or its associated protein?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'target', 'drug']], 'Restriction': {'gene/protein': ['RNASE2']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could I have a hereditary disease linked to coronary artery disease and Prinzmetal angina, given my family's history of cardiac conditions, that might explain my heart problems?", "role": "user"}, {"content": "{'Metapath': [['disease', 'linked to', 'disease'], ['disease', 'parent-child', 'disease']], 'Restriction': {'disease': ['coronary artery disease', 'Prinzmetal angina', 'hereditary disease', \"family's history of cardiac conditions\", 'heart problems']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which gene or protein is consistently not expressed in the spleen as well as in the abdominal adipose tissue?", "role": "user"}, {"content": "{'Metapath': [['anatomy', 'expression absent', 'gene/protein']], 'Restriction': {'anatomy': ['spleen', 'abdominal adipose tissue']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you find the laminin alpha subunit genes involved in glycosphingolipid binding, which is important for various biological processes?", "role": "user"}, {"content": "{'Metapath': [['molecular_function', 'interacts with', 'gene/protein'], ['biological_process', 'interacts with', 'gene/protein']], 'Restriction': {'molecular_function': ['glycosphingolipid binding'], 'gene/protein': ['laminin alpha subunit'], 'biological_process': ['various biological processes']}}", "role": "assistant"}]} +{"conversations": [{"content": "Identify approved drugs that target the A1 domain of VWF and treat adult acquired thrombotic thrombocytopenic purpura.", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'target', 'drug'], ['disease', 'indication', 'drug']], 'Restriction': {'gene/protein': ['A1 domain of VWF'], 'disease': ['adult acquired thrombotic thrombocytopenic purpura']}}", "role": "assistant"}]} +{"conversations": [{"content": "I need to identify a gene or protein that both suppresses metalloendopeptidase activity and is involved in gastric cancer development, and also downregulates PGE2-stimulated Wnt and cAMP signaling pathways in colorectal cancer cells through GRK5 interaction.", "role": "user"}, {"content": "{'Metapath': [['disease', 'associated with', 'gene/protein'], ['molecular_function', 'interacts with', 'gene/protein']], 'Restriction': {'disease': ['gastric cancer', 'colorectal cancer'], 'molecular_function': ['suppresses metalloendopeptidase activity', 'downregulates PGE2-stimulated Wnt and cAMP signaling pathways through GRK5 interaction']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which medications act upon the genetic or proteomic elements that are involved with the modulation of glutamate 5-kinase enzymatic function?", "role": "user"}, {"content": "{'Metapath': [['molecular_function', 'interacts with', 'gene/protein', 'target', 'drug']], 'Restriction': {'molecular_function': ['glutamate 5-kinase enzymatic function']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which gene or protein is notably lacking in the pancreas as well as in the corpus callosum?", "role": "user"}, {"content": "{'Metapath': [['anatomy', 'expression absent', 'gene/protein']], 'Restriction': {'anatomy': ['pancreas', 'corpus callosum']}}", "role": "assistant"}]} +{"conversations": [{"content": "I'm searching for a medication that targets the HER2 receptor in breast cancer treatment and has also been documented to exhibit synergistic effects when used with drugs that can induce febrile seizures as an adverse reaction in children. Can you provide me with information on such a drug?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'target', 'drug'], ['drug', 'synergistic interaction', 'drug'], ['effect/phenotype', 'side effect', 'drug']], 'Restriction': {'gene/protein': ['HER2 receptor'], 'disease': ['breast cancer'], 'effect/phenotype': ['febrile seizures'], 'population': ['children']}}", "role": "assistant"}]} +{"conversations": [{"content": "Identify medications that exhibit synergistic effects when combined with Dexpanthenol, are used to treat the same conditions as Dexpanthenol, and possess a broad safety margin in terms of dosage.", "role": "user"}, {"content": "{'Metapath': [['drug', 'synergistic interaction', 'drug'], ['disease', 'indication', 'drug']], 'Restriction': {'drug': ['Dexpanthenol'], 'effect/phenotype': ['broad safety margin in terms of dosage']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which anatomical structures lack expression of genes or proteins associated with the sphingomyelin synthesis pathway?", "role": "user"}, {"content": "{'Metapath': [['pathway', 'interacts with', 'gene/protein', 'expression absent', 'anatomy']], 'Restriction': {'pathway': ['sphingomyelin synthesis'], 'anatomy': ['anatomical structures']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you identify any genes or proteins that have a physical interaction with STX17, share a disease association with it, play a role in intracellular signaling to control cell behavior, and are implicated in cancer or infectious diseases due to genetic mutations or alterations? Given STX17's role in vesicle trafficking within the cell, I'm interested in finding a gene product that complements its activity and is linked to similar diseases through signaling pathways and genetic changes.", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'ppi', 'gene/protein'], ['disease', 'associated with', 'gene/protein'], ['biological_process', 'interacts with', 'gene/protein'], ['disease', 'associated with', 'gene/protein']], 'Restriction': {'gene/protein': ['STX17'], 'biological_process': ['intracellular signaling to control cell behavior'], 'disease': ['cancer', 'infectious diseases']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which gene or protein is concurrently not expressed in leg muscles and the small intestine?", "role": "user"}, {"content": "{'Metapath': [['anatomy', 'expression absent', 'gene/protein']], 'Restriction': {'anatomy': ['leg muscles', 'small intestine']}}", "role": "assistant"}]} +{"conversations": [{"content": "Identify the metabolic process engaged by the SLC27A2 gene/protein that aids in breaking down fatty acids in the peroxisomes, particularly converting phytanic acid to pristanoyl-CoA.", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'interacts with', 'biological_process']], 'Restriction': {'gene/protein': ['SLC27A2'], 'biological_process': ['breaking down fatty acids in the peroxisomes', 'converting phytanic acid to pristanoyl-CoA']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you suggest a treatment for pituitary dwarfism that's safe to use with Deflazacort?", "role": "user"}, {"content": "{'Metapath': [['disease', 'indication', 'drug'], ['drug', 'contraindication', 'drug']], 'Restriction': {'disease': ['pituitary dwarfism'], 'drug': ['Deflazacort']}}", "role": "assistant"}]} +{"conversations": [{"content": "What solid-state medications target the EPHX2 gene/protein?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'target', 'drug']], 'Restriction': {'gene/protein': ['EPHX2'], 'drug': ['solid-state medications']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which VMAT2-inhibiting medications could potentially enhance the therapeutic effects of Deutetrabenazine when administered concurrently for the treatment of the same medical condition?", "role": "user"}, {"content": "{'Metapath': [['drug', 'synergistic interaction', 'drug'], ['disease', 'indication', 'drug']], 'Restriction': {'drug': ['VMAT2-inhibiting medications', 'Deutetrabenazine'], 'disease': ['the same medical condition']}}", "role": "assistant"}]} +{"conversations": [{"content": "Can you identify the gene or protein that plays a crucial role in the kidney's glomerular filtration barrier but is not present in the corpus callosum or the quadriceps femoris muscle?", "role": "user"}, {"content": "{'Metapath': [['anatomy', 'expression absent', 'gene/protein'], ['anatomy', 'expression present', 'gene/protein']], 'Restriction': {'anatomy': [\"kidney's glomerular filtration barrier\", 'corpus callosum', 'quadriceps femoris muscle']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you provide me with a list of medications that can be used in conjunction with Pegpleranib to effectively treat severe combined immunodeficiency?", "role": "user"}, {"content": "{'Metapath': [['drug', 'synergistic interaction', 'drug'], ['disease', 'indication', 'drug']], 'Restriction': {'drug': ['Pegpleranib'], 'disease': ['severe combined immunodeficiency']}}", "role": "assistant"}]} +{"conversations": [{"content": "I am looking for pharmaceutical agents that function as BCR-ABL tyrosine kinase inhibitors and exhibit a synergistic effect when used in combination with Nilotinib. Additionally, these agents should be approved for the treatment of the same condition for which Nilotinib is indicated. Can you provide a list of such medications?", "role": "user"}, {"content": "{'Metapath': [['drug', 'synergistic interaction', 'drug'], ['disease', 'indication', 'drug'], ['gene/protein', 'target', 'drug']], 'Restriction': {'gene/protein': ['BCR-ABL tyrosine kinase'], 'drug': ['Nilotinib']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which gene or protein is consistently unexpressed in the stomach's fundus and the vastus lateralis muscle?", "role": "user"}, {"content": "{'Metapath': [['anatomy', 'expression absent', 'gene/protein']], 'Restriction': {'anatomy': [\"stomach's fundus\", 'vastus lateralis muscle']}}", "role": "assistant"}]} +{"conversations": [{"content": "Can you recommend a pill or tablet that targets the F7 gene/protein for a patient I'm treating?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'target', 'drug']], 'Restriction': {'gene/protein': ['F7']}}", "role": "assistant"}]} +{"conversations": [{"content": "Find conditions linked to the gene GRM1 that should not be treated with Desonide.", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'associated with', 'disease'], ['drug', 'contraindication', 'disease']], 'Restriction': {'gene/protein': ['GRM1'], 'drug': ['Desonide']}}", "role": "assistant"}]} +{"conversations": [{"content": "Can you supply a list of genes and proteins linked to autosomal recessive spinocerebellar ataxia that also interact with the SMDT1 processing pathway?", "role": "user"}, {"content": "{'Metapath': [['disease', 'associated with', 'gene/protein'], ['pathway', 'interacts with', 'gene/protein']], 'Restriction': {'disease': ['autosomal recessive spinocerebellar ataxia'], 'pathway': ['SMDT1 processing']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which disease falls under infection-induced acute encephalopathy that particularly causes neurological damage in the brainstem, thalamus, and putamen?", "role": "user"}, {"content": "{'Metapath': [['effect/phenotype', 'phenotype present', 'disease']], 'Restriction': {'disease': ['infection-induced acute encephalopathy'], 'effect/phenotype': ['neurological damage in the brainstem, thalamus, and putamen']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you suggest medications that are effective against acute gonococcal cervicitis and have an active duration between 1.3 and 4.4 hours?", "role": "user"}, {"content": "{'Metapath': [['disease', 'indication', 'drug']], 'Restriction': {'disease': ['acute gonococcal cervicitis'], 'drug': ['active duration between 1.3 and 4.4 hours']}}", "role": "assistant"}]} +{"conversations": [{"content": "What broader medical condition might ulcerative blepharitis be a symptom of, or what specific diseases could develop as a result of it?", "role": "user"}, {"content": "{'Metapath': [['disease', 'parent-child', 'disease'], ['effect/phenotype', 'phenotype present', 'disease']], 'Restriction': {'disease': ['broader medical condition', 'specific diseases'], 'effect/phenotype': ['ulcerative blepharitis']}}", "role": "assistant"}]} +{"conversations": [{"content": "Please find genes or proteins that interact with elongin C (ELOC), participate in the antigen processing pathway, specifically ubiquitination and proteasome degradation, and have molecular structures featuring Ankyrin repeats and SOCS boxes.", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'interacts with', 'gene/protein'], ['pathway', 'interacts with', 'gene/protein']], 'Restriction': {'gene/protein': ['elongin C (ELOC)', 'molecular structures featuring Ankyrin repeats and SOCS boxes'], 'pathway': ['antigen processing pathway, specifically ubiquitination and proteasome degradation']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which gene or protein is not expressed in adipose tissue and simultaneously lacks presence in the medial globus pallidus?", "role": "user"}, {"content": "{'Metapath': [['anatomy', 'expression absent', 'gene/protein']], 'Restriction': {'anatomy': ['adipose tissue', 'medial globus pallidus']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you assist in identifying an approved intravenous drug for adults with refractory peripheral T-cell lymphoma, excluding skin lymphomas such as mycosis fungoides and S\u00e9zary syndrome, which targets a specific protein on the cancer cells?", "role": "user"}, {"content": "{'Metapath': [['disease', 'indication', 'drug'], ['gene/protein', 'target', 'drug']], 'Restriction': {'disease': ['refractory peripheral T-cell lymphoma', 'excluding skin lymphomas such as mycosis fungoides and S\u00e9zary syndrome']}}", "role": "assistant"}]} +{"conversations": [{"content": "Identify genes or proteins that interact with HNRNPDL and share an association with a common disease.", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'ppi', 'gene/protein'], ['disease', 'associated with', 'gene/protein']], 'Restriction': {'gene/protein': ['HNRNPDL']}}", "role": "assistant"}]} +{"conversations": [{"content": "Identify the gene or protein that is categorized within the ATP-binding cassette (ABC) transporter superfamily and is responsible for the translocation of drugs that exhibit a synergistic effect when used in combination with Polaprezinc.", "role": "user"}, {"content": "{'Metapath': [['drug', 'synergistic interaction', 'drug', 'transporter', 'gene/protein']], 'Restriction': {'drug': ['Polaprezinc'], 'gene/protein': ['ATP-binding cassette (ABC) transporter superfamily']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you provide a list of medications that, when used in conjunction with Strontium ranelate for treating a specific condition, exhibit a synergistic effect and additionally serve as a source of calcium supplementation?", "role": "user"}, {"content": "{'Metapath': [['drug', 'synergistic interaction', 'drug']], 'Restriction': {'drug': ['Strontium ranelate', 'source of calcium supplementation'], 'disease': ['specific condition']}}", "role": "assistant"}]} +{"conversations": [{"content": "What hemoglobinopathy subtype is typically marked by the symptom triad of fever, vomiting, and diarrhea?", "role": "user"}, {"content": "{'Metapath': [['disease', 'parent-child', 'disease'], ['effect/phenotype', 'phenotype present', 'disease']], 'Restriction': {'disease': ['hemoglobinopathy subtype'], 'effect/phenotype': ['symptom triad of fever, vomiting, and diarrhea']}}", "role": "assistant"}]} +{"conversations": [{"content": "Identify a biological pathway that involves an interaction between the L1 protein and ankyrins, where L1 and ankyrins also share a common gene or protein interaction partner.", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'ppi', 'gene/protein', 'interacts with', 'pathway']], 'Restriction': {'gene/protein': ['L1 protein', 'ankyrins']}}", "role": "assistant"}]} +{"conversations": [{"content": "Identify medications that, when combined with Peginterferon alfa-2a for the purpose of treating Hepatitis C, display a synergistic effect, enhancing the therapeutic outcome. Focus on compounds that target Hepatitis C Virus (HCV) by reversibly inhibiting the NS3/4A serine protease enzyme, vital for the virus's replication.", "role": "user"}, {"content": "{'Metapath': [['drug', 'synergistic interaction', 'drug'], ['gene/protein', 'target', 'drug']], 'Restriction': {'drug': ['Peginterferon alfa-2a'], 'disease': ['Hepatitis C'], 'gene/protein': ['Hepatitis C Virus (HCV) NS3/4A serine protease enzyme']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could my unquenchable thirst and frequent urination be symptoms of a disease related to hypophysitis, which my parent was diagnosed with?", "role": "user"}, {"content": "{'Metapath': [['disease', 'parent-child', 'disease'], ['effect/phenotype', 'phenotype present', 'disease']], 'Restriction': {'effect/phenotype': ['unquenchable thirst', 'frequent urination'], 'disease': ['hypophysitis', 'disease related to hypophysitis']}}", "role": "assistant"}]} +{"conversations": [{"content": "Can you list the diseases where abulia appears as a symptom and are associated with the PSEN1 gene, especially those causing a severe decline in semantic knowledge regardless of sensory modality?", "role": "user"}, {"content": "{'Metapath': [['effect/phenotype', 'phenotype present', 'disease'], ['gene/protein', 'associated with', 'disease']], 'Restriction': {'effect/phenotype': ['abulia', 'severe decline in semantic knowledge regardless of sensory modality'], 'gene/protein': ['PSEN1']}}", "role": "assistant"}]} +{"conversations": [{"content": "What's the name of the uncommon inherited disorder associated with the KITLG gene, characterized by birthmarks that darken over time?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'associated with', 'disease']], 'Restriction': {'gene/protein': ['KITLG'], 'disease': ['uncommon inherited disorder', 'characterized by birthmarks that darken over time']}}", "role": "assistant"}]} +{"conversations": [{"content": "What diseases are associated with the BMI1 gene/protein that present symptoms of Hirschsprung disease and type D brachydactyly, with its distinctive nail hypoplasia or aplasia on the thumbs and great toes?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'associated with', 'disease'], ['effect/phenotype', 'phenotype present', 'disease']], 'Restriction': {'gene/protein': ['BMI1'], 'disease': ['Hirschsprung disease', 'type D brachydactyly'], 'effect/phenotype': ['distinctive nail hypoplasia or aplasia on the thumbs and great toes']}}", "role": "assistant"}]} +{"conversations": [{"content": "What are the biological pathways involving the METAP1 gene or its associated protein?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'interacts with', 'pathway']], 'Restriction': {'gene/protein': ['METAP1']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which anatomical structures lack expression of genes or proteins linked to the sensation of Paresthesia?", "role": "user"}, {"content": "{'Metapath': [['effect/phenotype', 'associated with', 'gene/protein', 'expression absent', 'anatomy']], 'Restriction': {'effect/phenotype': ['sensation of Paresthesia']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which currently known compounds target the prolyl endopeptidase (PREP) gene/protein pharmacologically?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'target', 'drug']], 'Restriction': {'gene/protein': ['prolyl endopeptidase (PREP)']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you provide information on genes or proteins that serve as a common interaction partner for both MATK and the MET proto-oncogene, receptor tyrosine kinase, and do they share an association with a particular disease?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'ppi', 'gene/protein'], ['disease', 'associated with', 'gene/protein']], 'Restriction': {'gene/protein': ['MATK', 'MET proto-oncogene, receptor tyrosine kinase']}}", "role": "assistant"}]} +{"conversations": [{"content": "Search for biological pathways where the dependence receptor NTRK3 is involved and identify any that also feature interactions with a shared gene or protein.", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'interacts with', 'pathway'], ['gene/protein', 'interacts with', 'pathway']], 'Restriction': {'gene/protein': ['dependence receptor NTRK3']}}", "role": "assistant"}]} +{"conversations": [{"content": "What is the biological pathway that has a hierarchical link to the Defective Base Excision Repair involving OGG1 and also interacts with the OGG1 gene or protein?", "role": "user"}, {"content": "{'Metapath': [['pathway', 'parent-child', 'pathway'], ['gene/protein', 'interacts with', 'pathway']], 'Restriction': {'pathway': ['Defective Base Excision Repair'], 'gene/protein': ['OGG1']}}", "role": "assistant"}]} +{"conversations": [{"content": "Can I have a hereditary disorder linked to my child's eye development trouble, considering my dental irregularities, cognitive difficulties, protruding eyes, abnormal nasal palate, atypical torso morphology, cardiac conditions, growth delays, microcephaly, possible glaucoma, and internal organ anomalies? What could be the underlying condition?", "role": "user"}, {"content": "{'Metapath': [['exposure', 'linked to', 'disease'], ['effect/phenotype', 'phenotype present', 'disease']], 'Restriction': {'anatomy': ['eye', 'nasal palate', 'torso', 'internal organ'], 'disease': ['hereditary disorder', 'underlying condition'], 'effect/phenotype': ['dental irregularities', 'cognitive difficulties', 'protruding eyes', 'cardiac conditions', 'growth delays', 'microcephaly', 'possible glaucoma']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you assist me in identifying my ailment, considering symptoms like persistent breathlessness and a dry cough, which could be connected to interstitial lung disease from SP-C deficiency or other chronic lung issues stemming from surfactant metabolism disruptions?", "role": "user"}, {"content": "{'Metapath': [['effect/phenotype', 'phenotype present', 'disease'], ['disease', 'parent-child', 'disease']], 'Restriction': {'effect/phenotype': ['persistent breathlessness', 'dry cough'], 'disease': ['interstitial lung disease from SP-C deficiency', 'other chronic lung issues stemming from surfactant metabolism disruptions']}}", "role": "assistant"}]} +{"conversations": [{"content": "Hello, I have a unique lung condition needing medication to alleviate breathing difficulties by targeting beta-2 receptors. Additionally, my sensitive skin cannot tolerate irritants. Could you suggest suitable treatment options that address my pulmonary needs without aggravating my skin?", "role": "user"}, {"content": "{'Metapath': [['disease', 'indication', 'drug'], ['gene/protein', 'target', 'drug'], ['effect/phenotype', 'side effect', 'drug']], 'Restriction': {'disease': ['unique lung condition', 'breathing difficulties'], 'gene/protein': ['beta-2 receptors'], 'effect/phenotype': ['sensitive skin', 'irritants']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you help me find genes or proteins linked to coreceptor activity in Wnt signaling and planar cell polarity, also associated with autosomal dominant Robinow syndrome and involved in the PCP/CE pathway?", "role": "user"}, {"content": "{'Metapath': [['molecular_function', 'interacts with', 'gene/protein'], ['disease', 'associated with', 'gene/protein'], ['pathway', 'interacts with', 'gene/protein']], 'Restriction': {'molecular_function': ['coreceptor activity in Wnt signaling and planar cell polarity'], 'disease': ['autosomal dominant Robinow syndrome'], 'pathway': ['PCP/CE pathway']}}", "role": "assistant"}]} +{"conversations": [{"content": "What disease is associated with the TPP2 gene and can be managed with Methylprednisolone treatment?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'associated with', 'disease'], ['drug', 'indication', 'disease']], 'Restriction': {'gene/protein': ['TPP2'], 'drug': ['Methylprednisolone']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which gene or protein is not expressed in the frontal cortex as well as the cerebellum?", "role": "user"}, {"content": "{'Metapath': [['anatomy', 'expression absent', 'gene/protein']], 'Restriction': {'anatomy': ['frontal cortex', 'cerebellum']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which pharmaceutical agents not only act as HIV integrase inhibitors but also demonstrate a synergistic effect when used in combination with Indinavir, and are prescribed for the management of HIV/AIDS, similarly to Indinavir\u2019s indications?", "role": "user"}, {"content": "{'Metapath': [['drug', 'synergistic interaction', 'drug'], ['disease', 'indication', 'drug']], 'Restriction': {'drug': ['HIV integrase inhibitors', 'Indinavir'], 'disease': ['HIV/AIDS']}}", "role": "assistant"}]} +{"conversations": [{"content": "What is the name of the condition associated with the thickening of the proximal phalanges' periosteum that falls under or is related to Leigh syndrome?", "role": "user"}, {"content": "{'Metapath': [['effect/phenotype', 'associated with', 'disease'], ['disease', 'parent-child', 'disease']], 'Restriction': {'effect/phenotype': [\"thickening of the proximal phalanges' periosteum\"], 'disease': ['Leigh syndrome']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which cellular structures interact with the genetic or proteomic targets of Oxibendazole?", "role": "user"}, {"content": "{'Metapath': [['drug', 'target', 'gene/protein', 'interacts with', 'cellular_component']], 'Restriction': {'drug': ['Oxibendazole']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which gene or protein, specific to the kidney and responsible for encoding a transporter that facilitates the excretion of harmful metabolites and pharmaceuticals from blood to urine, also mediates the transport of drugs that exhibit synergistic effects when combined with Ferrous fumarate?", "role": "user"}, {"content": "{'Metapath': [['anatomy', 'expression present', 'gene/protein'], ['drug', 'synergistic interaction', 'drug', 'transporter', 'gene/protein']], 'Restriction': {'anatomy': ['kidney'], 'gene/protein': ['responsible for encoding a transporter that facilitates the excretion of harmful metabolites and pharmaceuticals from blood to urine'], 'drug': ['drugs that exhibit synergistic effects when combined with Ferrous fumarate']}}", "role": "assistant"}]} +{"conversations": [{"content": "Can you share a list of drugs that target the IL17A gene/protein and work well in combination with Lampalizumab?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'target', 'drug'], ['drug', 'synergistic interaction', 'drug']], 'Restriction': {'gene/protein': ['IL17A'], 'drug': ['Lampalizumab']}}", "role": "assistant"}]} +{"conversations": [{"content": "What potential health issue could serve as a link between immune-mediated acquired neuromuscular junction diseases and other neuromuscular junction diseases?", "role": "user"}, {"content": "{'Metapath': [['disease', 'parent-child', 'disease']], 'Restriction': {'disease': ['immune-mediated acquired neuromuscular junction diseases', 'other neuromuscular junction diseases']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which gene or protein is not expressed in either the corpus callosum or both the dorsal and ventral regions of the thalamus?", "role": "user"}, {"content": "{'Metapath': [['anatomy', 'expression absent', 'gene/protein']], 'Restriction': {'anatomy': ['corpus callosum', 'dorsal and ventral regions of the thalamus']}}", "role": "assistant"}]} +{"conversations": [{"content": "Is there a list of diseases that lack approved medications and are linked to Peripheral neuropathy, while also featuring symptoms such as mild, delayed-onset excess of uric acid in the blood and increased uric acid in the urine, which result in kidney stones and gout, but without involving any neurological complications?", "role": "user"}, {"content": "{'Metapath': [['drug', 'indication', 'disease'], ['effect/phenotype', 'linked to', 'disease'], ['effect/phenotype', 'phenotype present', 'disease']], 'Restriction': {'disease': ['lack approved medications', 'linked to Peripheral neuropathy', 'without involving any neurological complications'], 'effect/phenotype': ['mild, delayed-onset excess of uric acid in the blood', 'increased uric acid in the urine', 'kidney stones', 'gout']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which genes or proteins are present in the gallbladder but not expressed in the vastus lateralis muscle?", "role": "user"}, {"content": "{'Metapath': [['anatomy', 'expression present', 'gene/protein'], ['anatomy', 'expression absent', 'gene/protein']], 'Restriction': {'anatomy': ['gallbladder', 'vastus lateralis muscle']}}", "role": "assistant"}]} +{"conversations": [{"content": "Please list genes and proteins that interact with the TP53 metabolic pathway, are linked to colorectal cancer, and regulate cell growth and survival.", "role": "user"}, {"content": "{'Metapath': [['pathway', 'interacts with', 'gene/protein'], ['disease', 'associated with', 'gene/protein'], ['biological_process', 'interacts with', 'gene/protein']], 'Restriction': {'pathway': ['TP53 metabolic pathway'], 'disease': ['colorectal cancer'], 'biological_process': ['cell growth and survival']}}", "role": "assistant"}]} +{"conversations": [{"content": "I'm seeking information on genes or proteins with the capacity to bind or otherwise interface with HERC6. Specifically, I'm looking for those that share a disease association with HERC6 and participate in regulating the immune response to viral, fungal, and mycobacterial infections. Could you help identify any such genes or proteins that align with these multifaceted criteria related to the function and disease linkage of HERC6?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'ppi', 'gene/protein'], ['disease', 'associated with', 'gene/protein'], ['biological_process', 'interacts with', 'gene/protein']], 'Restriction': {'gene/protein': ['HERC6'], 'biological_process': ['regulating the immune response to viral, fungal, and mycobacterial infections']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which pharmaceutical agent not only shares a similar gene or protein transport mechanism with Butabarbital but is also an effective and specific suppressor of the hedgehog signal transduction cascade, exerting its action through an affinity for the smoothened (SMO) receptor?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'transporter', 'drug'], ['gene/protein', 'target', 'drug']], 'Restriction': {'drug': ['pharmaceutical agent', 'Butabarbital', 'effective and specific suppressor of the hedgehog signal transduction cascade'], 'gene/protein': ['smoothened (SMO) receptor']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which human gene or protein responsible for encoding the mu opioid receptor has the capacity to engage with the OPRD1 gene and shares similar effects or phenotypic expressions with OPRD1?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'ppi', 'gene/protein'], ['effect/phenotype', 'associated with', 'gene/protein']], 'Restriction': {'gene/protein': ['mu opioid receptor', 'OPRD1']}}", "role": "assistant"}]} +{"conversations": [{"content": "Can you tell me which disease, classified under Rhabditida infections and caused by the filarial worm Dipetalonema, leads to microfilariae in the blood and body fluids?", "role": "user"}, {"content": "{'Metapath': [['disease', 'parent-child', 'disease']], 'Restriction': {'disease': ['Rhabditida infections', 'caused by the filarial worm Dipetalonema', 'leads to microfilariae in the blood and body fluids']}}", "role": "assistant"}]} +{"conversations": [{"content": "Please find genes and proteins that interact with UBAC1 and are involved in the biosynthesis and attachment of N-glycan precursor dolichol lipid-linked oligosaccharide to proteins.", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'interacts with', 'gene/protein'], ['biological_process', 'interacts with', 'gene/protein']], 'Restriction': {'gene/protein': ['UBAC1'], 'biological_process': ['biosynthesis and attachment of N-glycan precursor dolichol lipid-linked oligosaccharide to proteins']}}", "role": "assistant"}]} +{"conversations": [{"content": "What disease is classified under both 2-hydroxyglutaric aciduria and 3-methylglutaconic aciduria and is associated with brain-related symptoms?", "role": "user"}, {"content": "{'Metapath': [['disease', 'parent-child', 'disease'], ['effect/phenotype', 'associated with', 'disease']], 'Restriction': {'disease': ['2-hydroxyglutaric aciduria', '3-methylglutaconic aciduria'], 'effect/phenotype': ['brain-related symptoms']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you tell me which disease falls in the shared category of nosological systems, connecting bile duct cancer and extrahepatic bile duct sarcoma?", "role": "user"}, {"content": "{'Metapath': [['disease', 'parent-child', 'disease']], 'Restriction': {'disease': ['bile duct cancer', 'extrahepatic bile duct sarcoma']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which anatomical structures lack the expression of genes or proteins involved in the process of centrosome positioning?", "role": "user"}, {"content": "{'Metapath': [['biological_process', 'interacts with', 'gene/protein', 'expression absent', 'anatomy']], 'Restriction': {'biological_process': ['centrosome positioning']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which gene or protein, known for its ability to transport a range of organic anions and pharmaceutical compounds, also exhibits a synergistic relationship with Glycine, and is responsible for shuttling those particular drugs that demonstrate this synergistic effect?", "role": "user"}, {"content": "{'Metapath': [['drug', 'synergistic interaction', 'drug', 'transporter', 'gene/protein']], 'Restriction': {'gene/protein': ['ability to transport a range of organic anions and pharmaceutical compounds'], 'drug': ['those particular drugs that demonstrate this synergistic effect', 'Glycine']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which gene is responsible for producing a type II sodium-phosphate cotransporter that facilitates the transport of pharmaceuticals that exhibit synergistic effects when combined with Dantron?", "role": "user"}, {"content": "{'Metapath': [['drug', 'synergistic interaction', 'drug', 'transporter', 'gene/protein']], 'Restriction': {'gene/protein': ['type II sodium-phosphate cotransporter'], 'drug': ['pharmaceuticals that exhibit synergistic effects when combined with Dantron', 'Dantron']}}", "role": "assistant"}]} +{"conversations": [{"content": "Can you recommend some schizophrenia medications that don't induce muscle spasms or twitching as side effects?", "role": "user"}, {"content": "{'Metapath': [['disease', 'indication', 'drug'], ['effect/phenotype', 'side effect', 'drug']], 'Restriction': {'disease': ['schizophrenia'], 'effect/phenotype': ['muscle spasms', 'twitching']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which gene or protein is not expressed in Brodmann area 9 from the Brodmann (1909) map in duplicate instances?", "role": "user"}, {"content": "{'Metapath': [['anatomy', 'expression absent', 'gene/protein']], 'Restriction': {'anatomy': ['Brodmann area 9 from the Brodmann (1909) map']}}", "role": "assistant"}]} +{"conversations": [{"content": "What investigational drugs target the CTSS protein, and where are they in the clinical trial process?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'target', 'drug']], 'Restriction': {'gene/protein': ['CTSS']}}", "role": "assistant"}]} +{"conversations": [{"content": "What is the link between pancreatic tubular adenocarcinoma and exocrine pancreatic carcinoma, and are they part of a related group of pancreatic diseases? I'm exploring connections as both have appeared in my family health history.", "role": "user"}, {"content": "{'Metapath': [['disease', 'parent-child', 'disease']], 'Restriction': {'disease': ['pancreatic tubular adenocarcinoma', 'exocrine pancreatic carcinoma', 'related group of pancreatic diseases']}}", "role": "assistant"}]} +{"conversations": [{"content": "What potential diseases are linked to familial hereditary spastic paraplegia that include cognitive impairment and leg stiffness and weakness as symptoms?", "role": "user"}, {"content": "{'Metapath': [['disease', 'linked to', 'disease'], ['effect/phenotype', 'phenotype present', 'disease']], 'Restriction': {'disease': ['familial hereditary spastic paraplegia'], 'effect/phenotype': ['cognitive impairment', 'leg stiffness', 'weakness']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which drug acts on the CYP2D6 enzyme, binds to the HTR2C receptor, blocks serotonin receptors, and is being researched for treating anxiety?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'enzyme', 'drug'], ['gene/protein', 'target', 'drug'], ['gene/protein', 'target', 'drug'], ['disease', 'indication', 'drug']], 'Restriction': {'gene/protein': ['CYP2D6', 'HTR2C', 'serotonin receptors'], 'disease': ['anxiety']}}", "role": "assistant"}]} +{"conversations": [{"content": "Can you find a signaling pathway interconnected above and below with the 'Acrosome Reaction and Sperm:Oocyte Membrane Binding' and also connected to the 'Sperm Motility And Taxes' pathway?", "role": "user"}, {"content": "{'Metapath': [['pathway', 'parent-child', 'pathway'], ['gene/protein', 'interacts with', 'pathway']], 'Restriction': {'pathway': ['Acrosome Reaction and Sperm:Oocyte Membrane Binding', 'Sperm Motility And Taxes']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which medications not only exhibit a synergistic effect alongside Adalimumab in the management of identical conditions but also engage with the intracellular glucocorticoid receptor to produce their therapeutic outcomes?", "role": "user"}, {"content": "{'Metapath': [['drug', 'synergistic interaction', 'drug'], ['gene/protein', 'target', 'drug']], 'Restriction': {'drug': ['Adalimumab'], 'gene/protein': ['intracellular glucocorticoid receptor']}}", "role": "assistant"}]} +{"conversations": [{"content": "Please identify the gene or protein linked to the development of craniosynostosis-cataract syndrome, involved in protein binding interactions, and acts as a coactivator for the vitamin D receptor upon stimulation by 1,25-dihydroxyvitamin D3.", "role": "user"}, {"content": "{'Metapath': [['disease', 'associated with', 'gene/protein'], ['molecular_function', 'interacts with', 'gene/protein']], 'Restriction': {'disease': ['craniosynostosis-cataract syndrome'], 'molecular_function': ['protein binding interactions', 'coactivator for the vitamin D receptor upon stimulation by 1,25-dihydroxyvitamin D3']}}", "role": "assistant"}]} +{"conversations": [{"content": "Can you supply a compilation of genes responsible for coding cyclin-dependent kinase inhibitors which are involved in protein binding and also active in interactions linked to Cyclin D in the G1 phase?", "role": "user"}, {"content": "{'Metapath': [['molecular_function', 'interacts with', 'gene/protein'], ['gene/protein', 'interacts with', 'gene/protein']], 'Restriction': {'gene/protein': ['cyclin-dependent kinase inhibitors', 'Cyclin D'], 'molecular_function': ['protein binding', 'interactions linked to Cyclin D in the G1 phase']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which gene or protein is associated with familial hyperphosphatemic tumoral calcinosis and plays a role in phosphate regulation and transport in the kidneys?", "role": "user"}, {"content": "{'Metapath': [['disease', 'associated with', 'gene/protein']], 'Restriction': {'disease': ['familial hyperphosphatemic tumoral calcinosis'], 'gene/protein': ['plays a role in phosphate regulation and transport in the kidneys']}}", "role": "assistant"}]} +{"conversations": [{"content": "What are the related precursor and subsequent diseases connected to simian acquired immunodeficiency syndrome in the disease ontology hierarchy?", "role": "user"}, {"content": "{'Metapath': [['disease', 'parent-child', 'disease']], 'Restriction': {'disease': ['simian acquired immunodeficiency syndrome']}}", "role": "assistant"}]} +{"conversations": [{"content": "What are the disorders associated with the PAX3 gene that present with generalized hypertrichosis?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'associated with', 'disease'], ['effect/phenotype', 'phenotype present', 'disease']], 'Restriction': {'gene/protein': ['PAX3'], 'effect/phenotype': ['generalized hypertrichosis']}}", "role": "assistant"}]} +{"conversations": [{"content": "Identify the gene or protein associated with pediatric hepatocellular carcinoma and hepatomegaly.", "role": "user"}, {"content": "{'Metapath': [['effect/phenotype', 'phenotype present', 'disease', 'associated with', 'gene/protein']], 'Restriction': {'disease': ['pediatric hepatocellular carcinoma'], 'effect/phenotype': ['hepatomegaly']}}", "role": "assistant"}]} +{"conversations": [{"content": "What type of effect or phenotype manifests in the specific subtype of skin cancer?", "role": "user"}, {"content": "{'Metapath': [['disease', 'phenotype present', 'effect/phenotype']], 'Restriction': {'disease': ['specific subtype of skin cancer']}}", "role": "assistant"}]} +{"conversations": [{"content": "Search for diseases lacking approved treatments and linked to peripheral nerve conduction abnormalities.", "role": "user"}, {"content": "{'Metapath': [['effect/phenotype', 'phenotype absent', 'disease'], ['exposure', 'linked to', 'disease']], 'Restriction': {'disease': ['lacking approved treatments'], 'effect/phenotype': ['peripheral nerve conduction abnormalities']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you recommend long-acting medications for intrinsic asthma, preferably with a single daily dose effective for at least 19 hours?", "role": "user"}, {"content": "{'Metapath': [['disease', 'indication', 'drug']], 'Restriction': {'disease': ['intrinsic asthma'], 'drug': ['long-acting medications', 'single daily dose effective for at least 19 hours']}}", "role": "assistant"}]} +{"conversations": [{"content": "Search for medical conditions associated with fragile, porous bones prone to fractures and concurrent hearing loss without any approved medication treatments.", "role": "user"}, {"content": "{'Metapath': [['effect/phenotype', 'associated with', 'disease'], ['effect/phenotype', 'phenotype present', 'disease'], ['drug', 'off-label use', 'disease']], 'Restriction': {'effect/phenotype': ['fragile, porous bones prone to fractures', 'hearing loss'], 'disease': ['medical conditions without any approved medication treatments']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which anatomical parts lack the expression of genes or proteins that are involved in the regulation of ribonuclease activity?", "role": "user"}, {"content": "{'Metapath': [['molecular_function', 'interacts with', 'gene/protein', 'expression absent', 'anatomy']], 'Restriction': {'molecular_function': ['regulation of ribonuclease activity']}}", "role": "assistant"}]} +{"conversations": [{"content": "What vector-borne illness is associated with the CCR5 gene?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'associated with', 'disease']], 'Restriction': {'gene/protein': ['CCR5']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which gene or protein is linked to both autosomal recessive cerebellar ataxia with saccadic intrusions and associated with increased body mass?", "role": "user"}, {"content": "{'Metapath': [['disease', 'associated with', 'gene/protein'], ['effect/phenotype', 'associated with', 'gene/protein']], 'Restriction': {'disease': ['autosomal recessive cerebellar ataxia with saccadic intrusions'], 'effect/phenotype': ['increased body mass']}}", "role": "assistant"}]} +{"conversations": [{"content": "Can you find me a list of drugs targeting the SLC6A3 gene/protein with the ability to decrease dopamine and norepinephrine reuptake, while showing low-affinity binding to their transporters?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'target', 'drug'], ['gene/protein', 'transporter', 'drug']], 'Restriction': {'gene/protein': ['SLC6A3', 'dopamine transporter', 'norepinephrine transporter'], 'drug': ['ability to decrease dopamine and norepinephrine reuptake', 'showing low-affinity binding to their transporters']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which genes or proteins are known to interact with tRNA (guanine(37)-N(1))-methyltransferase activity?", "role": "user"}, {"content": "{'Metapath': [['molecular_function', 'interacts with', 'gene/protein']], 'Restriction': {'molecular_function': ['tRNA (guanine(37)-N(1))-methyltransferase activity']}}", "role": "assistant"}]} +{"conversations": [{"content": "Please find genes or proteins that interact with U4 snRNA and are involved in the mRNA splicing major pathway.", "role": "user"}, {"content": "{'Metapath': [['pathway', 'interacts with', 'gene/protein']], 'Restriction': {'gene/protein': ['U4 snRNA'], 'pathway': ['mRNA splicing major pathway']}}", "role": "assistant"}]} +{"conversations": [{"content": "Please search for cardiac conduction diseases with a genetic link to the LMNA gene/protein, specifically those causing disrupted P waves on an ECG.", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'associated with', 'disease']], 'Restriction': {'gene/protein': ['LMNA'], 'disease': ['cardiac conduction diseases causing disrupted P waves on an ECG']}}", "role": "assistant"}]} +{"conversations": [{"content": "Identify genes or proteins involved in multicellular development that also interact with UQCR10 and are expressed in myometrial tissue.", "role": "user"}, {"content": "{'Metapath': [['biological_process', 'interacts with', 'gene/protein'], ['gene/protein', 'interacts with', 'gene/protein'], ['anatomy', 'expression present', 'gene/protein']], 'Restriction': {'biological_process': ['multicellular development'], 'gene/protein': ['UQCR10'], 'anatomy': ['myometrial tissue']}}", "role": "assistant"}]} +{"conversations": [{"content": "Identify the gene or protein that interacts with immunoglobulin receptors, is linked to pyomyositis, and participates in phagocytosis.", "role": "user"}, {"content": "{'Metapath': [['cellular_component', 'interacts with', 'gene/protein'], ['disease', 'associated with', 'gene/protein'], ['biological_process', 'interacts with', 'gene/protein']], 'Restriction': {'cellular_component': ['immunoglobulin receptors'], 'disease': ['pyomyositis'], 'biological_process': ['phagocytosis']}}", "role": "assistant"}]} +{"conversations": [{"content": "Is it possible that my persistent anxiousness and gastrointestinal distress are symptoms of a condition akin to anxiety, treatable with Linaclotide or a related medication?", "role": "user"}, {"content": "{'Metapath': [['effect/phenotype', 'phenotype present', 'disease'], ['drug', 'indication', 'disease'], ['disease', 'parent-child', 'disease']], 'Restriction': {'effect/phenotype': ['persistent anxiousness', 'gastrointestinal distress'], 'disease': ['condition akin to anxiety'], 'drug': ['Linaclotide', 'related medication']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you provide a list of experimental drugs aimed at the LCT gene/protein for therapeutic purposes?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'target', 'drug']], 'Restriction': {'gene/protein': ['LCT'], 'drug': ['experimental', 'therapeutic purposes']}}", "role": "assistant"}]} +{"conversations": [{"content": "Can you supply a list of genes and proteins involved in the \"Interaction between L1 and Ankyrins\" pathway that also play roles in cell adhesion and migration?", "role": "user"}, {"content": "{'Metapath': [['pathway', 'interacts with', 'gene/protein'], ['biological_process', 'interacts with', 'gene/protein']], 'Restriction': {'pathway': ['Interaction between L1 and Ankyrins'], 'biological_process': ['cell adhesion', 'migration']}}", "role": "assistant"}]} +{"conversations": [{"content": "What is the disease that falls into the category of both skeletal system disorders and spinal tuberculosis?", "role": "user"}, {"content": "{'Metapath': [['disease', 'parent-child', 'disease']], 'Restriction': {'disease': ['skeletal system disorders', 'spinal tuberculosis']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you recommend long-acting bronchitis medications that provide relief for about 21 hours or more per dose?", "role": "user"}, {"content": "{'Metapath': [['disease', 'indication', 'drug']], 'Restriction': {'disease': ['bronchitis'], 'drug': ['long-acting medications that provide relief for about 21 hours or more per dose']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you help me find a gene or protein that interacts with E2F-regulated transcription and is modulated by the p107 and p130 complexes with HDAC1, also exhibits protein-binding functions, and is expressed in eye tissues?", "role": "user"}, {"content": "{'Metapath': [['biological_process', 'interacts with', 'gene/protein'], ['molecular_function', 'interacts with', 'gene/protein'], ['anatomy', 'expression present', 'gene/protein']], 'Restriction': {'biological_process': ['E2F-regulated transcription'], 'gene/protein': ['modulated by the p107 and p130 complexes with HDAC1'], 'molecular_function': ['protein-binding functions'], 'anatomy': ['eye tissues']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which specific phenotypes or effects are associated with the subtype of pulmonary embolism that occurs during the puerperium?", "role": "user"}, {"content": "{'Metapath': [['disease', 'phenotype present', 'effect/phenotype']], 'Restriction': {'disease': ['subtype of pulmonary embolism that occurs during the puerperium']}}", "role": "assistant"}]} +{"conversations": [{"content": "What diseases could be associated with MPZ gene mutations in patients exhibiting peripheral motor neuropathy?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'associated with', 'disease'], ['effect/phenotype', 'phenotype present', 'disease']], 'Restriction': {'gene/protein': ['MPZ gene'], 'effect/phenotype': ['peripheral motor neuropathy']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which compound, targeted by enzymes produced by specific genes or proteins in the dorsal root ganglion, could be inhibited to potentially alleviate neurological disorders through the prevention of apoptosis in neuronal cells?", "role": "user"}, {"content": "{'Metapath': [['anatomy', 'expression present', 'gene/protein', 'enzyme', 'drug'], ['effect/phenotype', 'phenotype present', 'disease', 'indication', 'drug']], 'Restriction': {'anatomy': ['dorsal root ganglion'], 'effect/phenotype': ['apoptosis in neuronal cells'], 'disease': ['neurological disorders']}}", "role": "assistant"}]} +{"conversations": [{"content": "What genetic skin disease linked to the ATM gene also presents with neurodegeneration in the cerebellum and brainstem?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'associated with', 'disease'], ['effect/phenotype', 'phenotype present', 'disease']], 'Restriction': {'gene/protein': ['ATM'], 'effect/phenotype': ['neurodegeneration in the cerebellum and brainstem']}}", "role": "assistant"}]} +{"conversations": [{"content": "What condition related to cone-rod dystrophy and linked to the RPGR gene might be responsible for presenting symptoms like fever, cough, and sore throat, mimicking the flu?", "role": "user"}, {"content": "{'Metapath': [['disease', 'parent-child', 'disease'], ['gene/protein', 'associated with', 'disease']], 'Restriction': {'disease': ['cone-rod dystrophy', 'condition responsible for presenting symptoms like fever, cough, and sore throat, mimicking the flu'], 'gene/protein': ['RPGR']}}", "role": "assistant"}]} +{"conversations": [{"content": "What related condition or subtype of arthrogryposis multiplex congenita is associated with skeletal malformations like abnormal spinal curvature and chest wall deformities?", "role": "user"}, {"content": "{'Metapath': [['disease', 'parent-child', 'disease'], ['effect/phenotype', 'phenotype present', 'disease']], 'Restriction': {'disease': ['arthrogryposis multiplex congenita', 'related condition or subtype'], 'effect/phenotype': ['skeletal malformations', 'abnormal spinal curvature', 'chest wall deformities']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which body structures exhibit expression of genes or proteins that influence the transporter associated with Levosalbutamol metabolism?", "role": "user"}, {"content": "{'Metapath': [['drug', 'transporter', 'gene/protein', 'expression present', 'anatomy']], 'Restriction': {'drug': ['Levosalbutamol']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which medications exhibit synergistic effects when used in conjunction with Primidone for similar medical conditions and also function as selective inhibitors of GABA reuptake?", "role": "user"}, {"content": "{'Metapath': [['drug', 'synergistic interaction', 'drug'], ['disease', 'indication', 'drug']], 'Restriction': {'drug': ['Primidone'], 'gene/protein': ['selective inhibitors of GABA reuptake']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you suggest a medication suitable for premature menopause that's safe for someone with a phosphorus metabolism disorder, and also let me know if it carries a risk of scalp alopecia?", "role": "user"}, {"content": "{'Metapath': [['disease', 'indication', 'drug'], ['disease', 'contraindication', 'drug'], ['effect/phenotype', 'side effect', 'drug']], 'Restriction': {'disease': ['premature menopause', 'phosphorus metabolism disorder'], 'effect/phenotype': ['scalp alopecia']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which gene or protein is consistently undetected in both pulmonary tissue and amniotic fluid samples?", "role": "user"}, {"content": "{'Metapath': [['anatomy', 'expression absent', 'gene/protein']], 'Restriction': {'anatomy': ['pulmonary tissue', 'amniotic fluid samples']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you list medications in pill or tablet form known to cause Neutropenia, specifically those that block DNA-dependent RNA polymerase and are effective against both gram-positive and some gram-negative bacteria?", "role": "user"}, {"content": "{'Metapath': [['effect/phenotype', 'side effect', 'drug']], 'Restriction': {'effect/phenotype': ['Neutropenia'], 'drug': ['medications in pill or tablet form', 'block DNA-dependent RNA polymerase', 'effective against both gram-positive and some gram-negative bacteria']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which genes or proteins are not expressed in both the Brodmann area 9, as described by Brodmann in 1909, and the human tracheal tissue?", "role": "user"}, {"content": "{'Metapath': [['anatomy', 'expression absent', 'gene/protein']], 'Restriction': {'anatomy': ['Brodmann area 9', 'human tracheal tissue']}}", "role": "assistant"}]} +{"conversations": [{"content": "Can you find me the gene or protein involved in nuclear and cytosolic tRNA modification, which also binds RNA and catalyzes the transformation of uridine to pseudouridine at position 39 in the anticodon stem-loop of tRNAs?", "role": "user"}, {"content": "{'Metapath': [['cellular_component', 'interacts with', 'gene/protein'], ['molecular_function', 'interacts with', 'gene/protein']], 'Restriction': {'cellular_component': ['nuclear', 'cytosolic'], 'molecular_function': ['tRNA modification', 'binds RNA', 'catalyzes the transformation of uridine to pseudouridine at position 39 in the anticodon stem-loop of tRNAs']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you identify the pathways activated before and after the macrophage reactive oxygen tolerance pathway?", "role": "user"}, {"content": "{'Metapath': [['pathway', 'parent-child', 'pathway']], 'Restriction': {'pathway': ['macrophage reactive oxygen tolerance pathway']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which medications, when combined with Posaconazole to combat a common ailment, exhibit a synergistic effect, and concurrently act as inhibitors of cytochrome P-450-dependent enzymes, potentially disrupting ergosterol production?", "role": "user"}, {"content": "{'Metapath': [['drug', 'synergistic interaction', 'drug'], ['gene/protein', 'enzyme', 'drug']], 'Restriction': {'drug': ['Posaconazole'], 'gene/protein': ['cytochrome P-450-dependent enzymes'], 'biological_process': ['ergosterol production'], 'disease': ['common ailment']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which anatomical structures lack expression of genes or proteins involved in the arginine catabolic pathway?", "role": "user"}, {"content": "{'Metapath': [['pathway', 'interacts with', 'gene/protein', 'expression absent', 'anatomy']], 'Restriction': {'pathway': ['arginine catabolic'], 'gene/protein': ['involved in the arginine catabolic pathway']}}", "role": "assistant"}]} +{"conversations": [{"content": "Identify a gene or protein that interacts with SBF2 and is also implicated in the same medical condition.", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'ppi', 'gene/protein'], ['disease', 'associated with', 'gene/protein']], 'Restriction': {'gene/protein': ['SBF2']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which gene or protein, specific to the liver and responsible for drug uptake, encodes a transporter that facilitates the entry of pharmaceuticals that exhibit synergistic effects with Conestat alfa?", "role": "user"}, {"content": "{'Metapath': [['anatomy', 'expression present', 'gene/protein'], ['drug', 'synergistic interaction', 'drug', 'transporter', 'gene/protein']], 'Restriction': {'anatomy': ['liver'], 'gene/protein': ['responsible for drug uptake'], 'drug': ['pharmaceuticals that exhibit synergistic effects with Conestat alfa']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which gene or protein is consistently unexpressed in the kidney and trachea tissues of adult mammals?", "role": "user"}, {"content": "{'Metapath': [['anatomy', 'expression absent', 'gene/protein']], 'Restriction': {'anatomy': ['kidney', 'trachea tissues of adult mammals']}}", "role": "assistant"}]} +{"conversations": [{"content": "What is the name of the colon sarcoma subtype that begins in colonic tissue?", "role": "user"}, {"content": "{'Metapath': [['disease', 'parent-child', 'disease']], 'Restriction': {'anatomy': ['colonic tissue'], 'disease': ['colon sarcoma subtype']}}", "role": "assistant"}]} +{"conversations": [{"content": "Identify genes or proteins that are transcribed in the frontal cortex, interact with CRACR2A, and can bind methylated histones.", "role": "user"}, {"content": "{'Metapath': [['anatomy', 'expression present', 'gene/protein'], ['gene/protein', 'interacts with', 'gene/protein'], ['molecular_function', 'interacts with', 'gene/protein']], 'Restriction': {'anatomy': ['frontal cortex'], 'gene/protein': ['CRACR2A'], 'molecular_function': ['bind methylated histones']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you find a gene or protein that interacts with the Antimicrobial peptides pathway, contributes to the antimicrobial humoral response, and exhibits antimicrobial activity in low-salinity conditions, suggesting an additional physiological role for the peptide?", "role": "user"}, {"content": "{'Metapath': [['pathway', 'interacts with', 'gene/protein'], ['biological_process', 'interacts with', 'gene/protein'], ['exposure', 'interacts with', 'gene/protein']], 'Restriction': {'pathway': ['Antimicrobial peptides'], 'biological_process': ['antimicrobial humoral response'], 'exposure': ['low-salinity conditions']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which medications not only act as inhibitors of phosphodiesterase type 5 (PDE5) but also exhibit synergistic effects when used in combination with Vardenafil, and are prescribed for the same condition that Vardenafil is used to treat?", "role": "user"}, {"content": "{'Metapath': [['drug', 'synergistic interaction', 'drug'], ['disease', 'indication', 'drug']], 'Restriction': {'gene/protein': ['phosphodiesterase type 5 (PDE5)'], 'drug': ['Vardenafil']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which anatomical structures lack the expression of genes or proteins that interact with the phosphorylation of JUN?", "role": "user"}, {"content": "{'Metapath': [['molecular_function', 'interacts with', 'gene/protein', 'expression absent', 'anatomy']], 'Restriction': {'molecular_function': ['phosphorylation of JUN']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which gene or protein is responsible for mediating L-glutamate transmembrane transport through its interaction with the relevant biological processes?", "role": "user"}, {"content": "{'Metapath': [['biological_process', 'interacts with', 'gene/protein']], 'Restriction': {'biological_process': ['L-glutamate transmembrane transport']}}", "role": "assistant"}]} +{"conversations": [{"content": "What signaling pathway interacts with SUFU protein and falls under the pathway that includes GLI proteins activating transcription at Hedgehog-responsive gene promoters?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'interacts with', 'pathway'], ['pathway', 'parent-child', 'pathway']], 'Restriction': {'gene/protein': ['SUFU protein', 'GLI proteins'], 'pathway': ['signaling pathway that includes GLI proteins activating transcription at Hedgehog-responsive gene promoters']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which anatomical structures lack the expression of genes or proteins associated with the promotion of tooth development?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'expression absent', 'anatomy']], 'Restriction': {'anatomy': ['anatomical structures'], 'gene/protein': ['promotion of tooth development']}}", "role": "assistant"}]} +{"conversations": [{"content": "What are the drugs targeting the lactase gene/protein and in what physical forms do they come?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'target', 'drug']], 'Restriction': {'gene/protein': ['lactase']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which solid-state drugs primarily target the O-6-methylguanine-DNA methyltransferase (MGMT) gene?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'target', 'drug']], 'Restriction': {'gene/protein': ['O-6-methylguanine-DNA methyltransferase (MGMT)']}}", "role": "assistant"}]} +{"conversations": [{"content": "What genes or proteins bind to the interleukin-5 receptor and participate in SHC signaling related to interleukin receptors?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'interacts with', 'gene/protein'], ['pathway', 'interacts with', 'gene/protein']], 'Restriction': {'gene/protein': ['interleukin-5 receptor'], 'pathway': ['SHC signaling related to interleukin receptors']}}", "role": "assistant"}]} +{"conversations": [{"content": "What are the pathways involving the P2RX6 gene/protein that regulate platelet homeostasis?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'interacts with', 'pathway']], 'Restriction': {'gene/protein': ['P2RX6'], 'pathway': ['regulate platelet homeostasis']}}", "role": "assistant"}]} +{"conversations": [{"content": "Please list genes and proteins engaged in protein binding that also play a role in the botulinum toxin type F toxicity pathway.", "role": "user"}, {"content": "{'Metapath': [['molecular_function', 'interacts with', 'gene/protein'], ['pathway', 'interacts with', 'gene/protein']], 'Restriction': {'molecular_function': ['protein binding'], 'pathway': ['botulinum toxin type F toxicity']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which gene or protein is selectively present in cartilage tissue but not detected in amniotic fluid?", "role": "user"}, {"content": "{'Metapath': [['anatomy', 'expression present', 'gene/protein'], ['anatomy', 'expression absent', 'gene/protein']], 'Restriction': {'anatomy': ['cartilage tissue', 'amniotic fluid']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which conditions are hierarchically linked to ovarian serous tumors and manifest with fever, muscle pain, and skin reactions?", "role": "user"}, {"content": "{'Metapath': [['disease', 'parent-child', 'disease'], ['effect/phenotype', 'phenotype present', 'disease']], 'Restriction': {'disease': ['ovarian serous tumors'], 'effect/phenotype': ['fever', 'muscle pain', 'skin reactions']}}", "role": "assistant"}]} +{"conversations": [{"content": "What disease is linked to the POC1A gene and characterized by rhizomelic shortening of limbs, significant lumbar lordosis, brachydactyly, macrocephaly with frontal bossing and midfacial hypoplasia, along with features like disproportionate dwarfism, distinct facial contours with protruding forehead and set back midface, spinal deformities, elbow extension limitation, genu varum, and a trident hand shape?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'associated with', 'disease']], 'Restriction': {'gene/protein': ['POC1A'], 'effect/phenotype': ['rhizomelic shortening of limbs', 'significant lumbar lordosis', 'brachydactyly', 'macrocephaly with frontal bossing', 'midfacial hypoplasia', 'disproportionate dwarfism', 'distinct facial contours with protruding forehead', 'set back midface', 'spinal deformities', 'elbow extension limitation', 'genu varum', 'trident hand shape']}}", "role": "assistant"}]} +{"conversations": [{"content": "Please find the gene or protein that interacts with the Repression of WNT target genes pathway, co-localizes with RTA in the nucleus of KSHV-infected cells, and serves as an inhibitor for canonical Wnt signaling and transcriptional repression.", "role": "user"}, {"content": "{'Metapath': [['pathway', 'interacts with', 'gene/protein'], ['cellular_component', 'interacts with', 'gene/protein'], ['biological_process', 'interacts with', 'gene/protein']], 'Restriction': {'pathway': ['Repression of WNT target genes'], 'cellular_component': ['nucleus of KSHV-infected cells'], 'biological_process': ['inhibitor for canonical Wnt signaling', 'transcriptional repression']}}", "role": "assistant"}]} +{"conversations": [{"content": "Can you list the latest drugs, whether in research or approved, that target the SDF2 gene or its protein directly?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'target', 'drug']], 'Restriction': {'gene/protein': ['SDF2']}}", "role": "assistant"}]} +{"conversations": [{"content": "Identify proteins or genes that interact with DEGS1 and are linked to a similar effect or phenotype.", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'ppi', 'gene/protein'], ['effect/phenotype', 'associated with', 'gene/protein']], 'Restriction': {'gene/protein': ['DEGS1']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you provide a differential diagnosis for a slow-growing, asymptomatic neck mass that may be related to head and neck paragangliomas arising from the paraganglia at the carotid bifurcation?", "role": "user"}, {"content": "{'Metapath': [['disease', 'parent-child', 'disease']], 'Restriction': {'anatomy': ['neck', 'head', 'paraganglia at the carotid bifurcation'], 'disease': ['paragangliomas']}}", "role": "assistant"}]} +{"conversations": [{"content": "I need a list of pharmaceuticals that exhibit synergistic effects when used in conjunction with Eculizumab and are also approved for treating the same medical condition.", "role": "user"}, {"content": "{'Metapath': [['drug', 'synergistic interaction', 'drug'], ['disease', 'indication', 'drug']], 'Restriction': {'drug': ['Eculizumab', 'pharmaceuticals'], 'disease': ['same medical condition']}}", "role": "assistant"}]} +{"conversations": [{"content": "What genes or proteins are involved with the RNA Polymerase I Transcription Initiation pathway and have been linked to the condition characterized by severe intellectual disability, limited language skills, strabismus, a grimacing facial expression, and elongated fingers?", "role": "user"}, {"content": "{'Metapath': [['pathway', 'interacts with', 'gene/protein'], ['disease', 'associated with', 'gene/protein']], 'Restriction': {'pathway': ['RNA Polymerase I Transcription Initiation'], 'disease': ['condition characterized by severe intellectual disability, limited language skills, strabismus, a grimacing facial expression, and elongated fingers']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you supply a list of solid-form medications that target the TLR4 gene/protein for my patient's treatment review?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'target', 'drug']], 'Restriction': {'gene/protein': ['TLR4'], 'drug': ['solid-form medications']}}", "role": "assistant"}]} +{"conversations": [{"content": "Can you tell me about a blood disease similar to atypical chronic myeloid leukemia without the BCR-ABL1 mutation, known for both abnormal myeloid development and overproduction?", "role": "user"}, {"content": "{'Metapath': [['disease', 'parent-child', 'disease']], 'Restriction': {'disease': ['atypical chronic myeloid leukemia without the BCR-ABL1 mutation', 'blood disease known for both abnormal myeloid development and overproduction']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which drugs are contraindicated for otitis media or ear infections?", "role": "user"}, {"content": "{'Metapath': [['disease', 'contraindication', 'drug']], 'Restriction': {'disease': ['otitis media', 'ear infections']}}", "role": "assistant"}]} +{"conversations": [{"content": "What is the related subtype or variation of infiltrating bladder urothelial carcinoma that often presents with fever, malaise, and swollen lymph nodes?", "role": "user"}, {"content": "{'Metapath': [['disease', 'parent-child', 'disease'], ['effect/phenotype', 'phenotype present', 'disease']], 'Restriction': {'disease': ['infiltrating bladder urothelial carcinoma', 'related subtype or variation'], 'effect/phenotype': ['fever', 'malaise', 'swollen lymph nodes']}}", "role": "assistant"}]} +{"conversations": [{"content": "Can you share a list of drugs that target the ARG1 gene/protein for their pharmacological effects?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'target', 'drug']], 'Restriction': {'gene/protein': ['ARG1']}}", "role": "assistant"}]} +{"conversations": [{"content": "What pathways function downstream of the AP-2 (TFAP2) transcription factors and activate them?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'interacts with', 'pathway']], 'Restriction': {'gene/protein': ['AP-2 (TFAP2) transcription factors']}}", "role": "assistant"}]} +{"conversations": [{"content": "I need to find a PDZ domain-containing scaffold protein, which is part of the PDZ superfamily, that not only binds GATA3 through protein-protein interactions but also regulates protein localization. Additionally, it should connect group 1 metabotropic glutamate receptors with neuronal proteins.", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'ppi', 'gene/protein'], ['cellular_component', 'interacts with', 'gene/protein'], ['gene/protein', 'interacts with', 'gene/protein']], 'Restriction': {'gene/protein': ['PDZ domain-containing scaffold protein', 'GATA3', 'group 1 metabotropic glutamate receptors', 'neuronal proteins'], 'cellular_component': ['PDZ superfamily']}}", "role": "assistant"}]} +{"conversations": [{"content": "Can you provide a list of genes and proteins involved in phosphatidylserine flippase activity and phospholipid translocation across cell membranes?", "role": "user"}, {"content": "{'Metapath': [['molecular_function', 'interacts with', 'gene/protein']], 'Restriction': {'molecular_function': ['phosphatidylserine flippase activity', 'phospholipid translocation across cell membranes']}}", "role": "assistant"}]} +{"conversations": [{"content": "Find conditions linked to the gene GNRH1 for which the use of Droperidol is considered contraindicated.", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'associated with', 'disease'], ['drug', 'contraindication', 'disease']], 'Restriction': {'gene/protein': ['GNRH1'], 'drug': ['Droperidol']}}", "role": "assistant"}]} +{"conversations": [{"content": "What is the disease related to vulvar inverted follicular keratosis that also involves the FGFR3 gene or protein?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'associated with', 'disease']], 'Restriction': {'anatomy': ['vulvar'], 'effect/phenotype': ['inverted follicular keratosis'], 'gene/protein': ['FGFR3']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you find any pathways that function before or after the ALT pathway, play a role in controlling telomere length, and are associated with genetic diseases?", "role": "user"}, {"content": "{'Metapath': [['pathway', 'parent-child', 'pathway'], ['disease', 'associated with', 'gene/protein', 'interacts with', 'pathway']], 'Restriction': {'pathway': ['ALT pathway', 'function before or after', 'controlling telomere length'], 'disease': ['genetic diseases']}}", "role": "assistant"}]} +{"conversations": [{"content": "What disease is associated with the RNU4ATAC gene, displaying underdeveloped or missing eyebrows?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'associated with', 'disease']], 'Restriction': {'gene/protein': ['RNU4ATAC'], 'effect/phenotype': ['underdeveloped or missing eyebrows']}}", "role": "assistant"}]} +{"conversations": [{"content": "What juvenile-onset disease is associated with the COL6A2 gene?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'associated with', 'disease']], 'Restriction': {'gene/protein': ['COL6A2'], 'disease': ['juvenile-onset']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which anatomical structures lack the expression of genes or proteins involved in the regulation of cell projection organization?", "role": "user"}, {"content": "{'Metapath': [['biological_process', 'interacts with', 'gene/protein', 'expression absent', 'anatomy']], 'Restriction': {'biological_process': ['regulation of cell projection organization']}}", "role": "assistant"}]} +{"conversations": [{"content": "I'm experiencing joint pain accompanied by swelling, fever, and inflammation that my doctor attributes to prostaglandins. Additionally, I'm concerned about medications aggravating my fuzzy eyesight and potential blood clotting complications. Could you recommend treatments effective for my symptoms while minimizing these specific side effects?", "role": "user"}, {"content": "{'Metapath': [['effect/phenotype', 'side effect', 'drug']], 'Restriction': {'disease': ['joint pain'], 'effect/phenotype': ['swelling', 'fever', 'inflammation', 'fuzzy eyesight', 'blood clotting complications'], 'gene/protein': ['prostaglandins']}}", "role": "assistant"}]} +{"conversations": [{"content": "Please find genes or proteins linked to the 'Removal of the Flap Intermediate' pathway that are also associated with DNA primase activity, essential for initiating DNA replication.", "role": "user"}, {"content": "{'Metapath': [['pathway', 'interacts with', 'gene/protein'], ['molecular_function', 'interacts with', 'gene/protein']], 'Restriction': {'pathway': ['Removal of the Flap Intermediate'], 'molecular_function': ['DNA primase activity, essential for initiating DNA replication']}}", "role": "assistant"}]} +{"conversations": [{"content": "Can you give me a rundown of investigational drugs targeting the MAPK1 gene or its associated protein?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'target', 'drug']], 'Restriction': {'gene/protein': ['MAPK1 gene or its associated protein']}}", "role": "assistant"}]} +{"conversations": [{"content": "Can you supply a list of topical, oral, and lozenge medications that interact with the TOP1 gene and help in alleviating pain and preventing infections in minor skin conditions?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'target', 'drug'], ['disease', 'indication', 'drug']], 'Restriction': {'drug': ['topical', 'oral', 'lozenge medications'], 'gene/protein': ['TOP1'], 'disease': ['pain', 'infections in minor skin conditions']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which medications act on the genetic or protein partners associated with the enzymatic function of 5-amino-4-imidazole carboxamide ribonucleotide transformylase?", "role": "user"}, {"content": "{'Metapath': [['molecular_function', 'interacts with', 'gene/protein', 'target', 'drug']], 'Restriction': {'molecular_function': ['enzymatic function of 5-amino-4-imidazole carboxamide ribonucleotide transformylase']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you pinpoint which metabolic or signaling pathways involve the HSD17B10 gene or its associated enzyme?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'interacts with', 'pathway']], 'Restriction': {'gene/protein': ['HSD17B10']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which genes or proteins implicated in the breakdown of nuclear-transcribed mRNA through nonsense-mediated decay and the modulation of protein kinase function also have interactions with or influence the expression of genes or proteins involved in the synthesis of Agmatine?", "role": "user"}, {"content": "{'Metapath': [['biological_process', 'interacts with', 'gene/protein'], ['biological_process', 'interacts with', 'gene/protein'], ['gene/protein', 'expression present', 'gene/protein']], 'Restriction': {'biological_process': ['breakdown of nuclear-transcribed mRNA through nonsense-mediated decay', 'modulation of protein kinase function', 'synthesis of Agmatine']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you help me find a drug that acts on the UROD gene or protein for treatment purposes?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'target', 'drug'], ['disease', 'indication', 'drug']], 'Restriction': {'gene/protein': ['UROD']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which disease is associated with alterations in both the ESR1 and JMJD6 genes and falls under the category of ovarian malignant germ cell tumors?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'associated with', 'disease'], ['disease', 'parent-child', 'disease']], 'Restriction': {'gene/protein': ['ESR1', 'JMJD6'], 'disease': ['ovarian malignant germ cell tumors']}}", "role": "assistant"}]} +{"conversations": [{"content": "What disease is linked to blepharitis as a secondary condition and also follows filarial elephantiasis in medical classification?", "role": "user"}, {"content": "{'Metapath': [['effect/phenotype', 'linked to', 'disease'], ['disease', 'parent-child', 'disease']], 'Restriction': {'effect/phenotype': ['blepharitis as a secondary condition'], 'disease': ['follows filarial elephantiasis in medical classification']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which proteins or genes are consistently not expressed in both the placenta and decidua tissues?", "role": "user"}, {"content": "{'Metapath': [['anatomy', 'expression absent', 'gene/protein']], 'Restriction': {'anatomy': ['placenta', 'decidua tissues']}}", "role": "assistant"}]} +{"conversations": [{"content": "What possible diagnosis correlates with symptoms of severe dehydration and low blood pressure in an infant, potentially linked to Primary adrenal insufficiency? Could this be a hereditary condition, akin to congenital adrenal hyperplasia that leads to excessive prenatal androgen exposure?", "role": "user"}, {"content": "{'Metapath': [['effect/phenotype', 'phenotype present', 'disease'], ['gene/protein', 'linked to', 'disease'], ['disease', 'parent-child', 'disease']], 'Restriction': {'effect/phenotype': ['severe dehydration', 'low blood pressure'], 'disease': ['Primary adrenal insufficiency', 'hereditary condition', 'congenital adrenal hyperplasia'], 'gene/protein': ['excessive prenatal androgen exposure']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you supply a list of drugs that target the ATP1A1 protein, inhibit peripheral noradrenaline release, and have a potential side effect of causing syncope?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'target', 'drug'], ['effect/phenotype', 'side effect', 'drug']], 'Restriction': {'gene/protein': ['ATP1A1 protein'], 'biological_process': ['inhibit peripheral noradrenaline release'], 'effect/phenotype': ['syncope']}}", "role": "assistant"}]} +{"conversations": [{"content": "What are the biological pathways that interact with the NELFA gene/protein, overlap with or lead into HIV Transcription Elongation, contribute to HIV-1 pathogenesis, and are involved in the limited transcriptional elongation of HIV-1 genomic RNA?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'interacts with', 'pathway']], 'Restriction': {'gene/protein': ['NELFA'], 'pathway': ['HIV Transcription Elongation', 'HIV-1 pathogenesis', 'limited transcriptional elongation of HIV-1 genomic RNA']}}", "role": "assistant"}]} +{"conversations": [{"content": "What syndromic urogenital tract disorder is associated with limbal dermoids as a phenotypic feature?", "role": "user"}, {"content": "{'Metapath': [['effect/phenotype', 'phenotype present', 'disease']], 'Restriction': {'disease': ['syndromic urogenital tract disorder'], 'effect/phenotype': ['limbal dermoids']}}", "role": "assistant"}]} +{"conversations": [{"content": "What are the safe treatment options for malignant hypertension during pregnancy?", "role": "user"}, {"content": "{'Metapath': [['disease', 'indication', 'drug']], 'Restriction': {'disease': ['malignant hypertension during pregnancy']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you supply a list of genes linked to Y-chromosome-related spermatogenic failure, which encode proteins with low homology to the protein tyrosine phosphatase family?", "role": "user"}, {"content": "{'Metapath': [['disease', 'associated with', 'gene/protein']], 'Restriction': {'disease': ['Y-chromosome-related spermatogenic failure'], 'gene/protein': ['encode proteins with low homology to the protein tyrosine phosphatase family']}}", "role": "assistant"}]} +{"conversations": [{"content": "What cellular pathway interacts with ARPC5 protein to regulate dendritic spine morphology and maturation, and also integrates EPHB receptors crucial for dendritic spine development and structure?", "role": "user"}, {"content": "{'Metapath': [['cellular_component', 'interacts with', 'gene/protein', 'interacts with', 'pathway']], 'Restriction': {'gene/protein': ['ARPC5 protein', 'EPHB receptors'], 'cellular_component': ['dendritic spine morphology and maturation', 'dendritic spine development and structure']}}", "role": "assistant"}]} +{"conversations": [{"content": "What diseases could be linked to a history of urinary tract cancer and arsenic exposure in my family?", "role": "user"}, {"content": "{'Metapath': [['exposure', 'linked to', 'disease']], 'Restriction': {'exposure': ['history of urinary tract cancer', 'arsenic exposure in my family']}}", "role": "assistant"}]} +{"conversations": [{"content": "What pathways interact with GUCY2C and are also connected either upstream or downstream to the carbohydrate digestion process?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'interacts with', 'pathway']], 'Restriction': {'gene/protein': ['GUCY2C'], 'biological_process': ['carbohydrate digestion process']}}", "role": "assistant"}]} +{"conversations": [{"content": "What is the cellular pathway that interacts directly with MYO5B and PRKAR2A genes or proteins and falls within the hierarchical chain of pathways associated with Aquaporin-mediated transport?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'interacts with', 'pathway'], ['pathway', 'parent-child', 'pathway']], 'Restriction': {'gene/protein': ['MYO5B', 'PRKAR2A'], 'pathway': ['Aquaporin-mediated transport']}}", "role": "assistant"}]} +{"conversations": [{"content": "Identify the genes or proteins that interact with NFYA and are involved in RNA polyadenylation.", "role": "user"}, {"content": "{'Metapath': [['biological_process', 'interacts with', 'gene/protein']], 'Restriction': {'gene/protein': ['NFYA'], 'biological_process': ['RNA polyadenylation']}}", "role": "assistant"}]} +{"conversations": [{"content": "What are the downstream biological pathways that interact with NOTCH3 protein following NOTCH3 Activation and Signal Transmission into the nucleus?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'interacts with', 'pathway']], 'Restriction': {'gene/protein': ['NOTCH3 protein']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which anatomical structures lack the expression of genes or proteins that interact with trimethylated lysine 4 on histone H3?", "role": "user"}, {"content": "{'Metapath': [['molecular_function', 'interacts with', 'gene/protein', 'expression absent', 'anatomy']], 'Restriction': {'molecular_function': ['trimethylated lysine 4 on histone H3']}}", "role": "assistant"}]} +{"conversations": [{"content": "Identify proteins or genes that demonstrate interaction with NECTIN3 and are linked to a common phenotype or effect.", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'ppi', 'gene/protein'], ['effect/phenotype', 'associated with', 'gene/protein']], 'Restriction': {'gene/protein': ['NECTIN3']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which genes or proteins engage with CEACAM5, share comparable roles or manifestations, modulate cellular mechanisms like adhesion, differentiation, apoptosis, and immunity, and could elucidate CEACAM5's involvement in these fundamental biological processes?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'ppi', 'gene/protein'], ['biological_process', 'interacts with', 'gene/protein']], 'Restriction': {'gene/protein': ['CEACAM5'], 'biological_process': ['adhesion', 'differentiation', 'apoptosis', 'immunity']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could osteomalacia be the reason for my soft, weak bones and bone pain, possibly due to low phosphate levels? Might the same issue lead to rickets in children?", "role": "user"}, {"content": "{'Metapath': [['effect/phenotype', 'phenotype present', 'disease'], ['disease', 'parent-child', 'disease']], 'Restriction': {'disease': ['osteomalacia', 'rickets'], 'effect/phenotype': ['soft, weak bones', 'bone pain'], 'exposure': ['low phosphate levels']}}", "role": "assistant"}]} +{"conversations": [{"content": "Can you list diseases similar to or subtypes of acquired peripheral neuropathy, notably affecting the sensory ganglia?", "role": "user"}, {"content": "{'Metapath': [['disease', 'parent-child', 'disease']], 'Restriction': {'disease': ['acquired peripheral neuropathy, notably affecting the sensory ganglia']}}", "role": "assistant"}]} +{"conversations": [{"content": "What disease is associated with peeling skin syndrome and involves the SERPINB8 gene?", "role": "user"}, {"content": "{'Metapath': [['effect/phenotype', 'associated with', 'disease'], ['gene/protein', 'associated with', 'disease']], 'Restriction': {'effect/phenotype': ['peeling skin syndrome'], 'gene/protein': ['SERPINB8']}}", "role": "assistant"}]} +{"conversations": [{"content": "What are the observable effects or phenotypes associated with acute erythroid leukemia subtypes?", "role": "user"}, {"content": "{'Metapath': [['disease', 'phenotype present', 'effect/phenotype']], 'Restriction': {'disease': ['acute erythroid leukemia subtypes']}}", "role": "assistant"}]} +{"conversations": [{"content": "What are the genes and proteins that interact with PEG10 and are likely active in the nucleolus?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'interacts with', 'gene/protein'], ['cellular_component', 'interacts with', 'gene/protein']], 'Restriction': {'gene/protein': ['PEG10'], 'cellular_component': ['nucleolus']}}", "role": "assistant"}]} +{"conversations": [{"content": "What is the common disease linked to the etiology and classified under both carcinoma in situ of the urethra and urethral cancer?", "role": "user"}, {"content": "{'Metapath': [['exposure', 'linked to', 'disease'], ['disease', 'parent-child', 'disease']], 'Restriction': {'disease': ['carcinoma in situ of the urethra', 'urethral cancer'], 'exposure': ['etiology']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you provide a list of pharmaceuticals that, when co-administered with Ferrous fumarate for a shared medical condition, exhibit a synergistic effect and furthermore possess the capability to obstruct bacterial protein synthesis through adherence to bacterial ribosomes?", "role": "user"}, {"content": "{'Metapath': [['drug', 'synergistic interaction', 'drug']], 'Restriction': {'drug': ['Ferrous fumarate', 'obstruct bacterial protein synthesis through adherence to bacterial ribosomes'], 'disease': ['shared medical condition']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which conditions are related to or manifest as subsets of paternal uniparental disomy of chromosome 7, following a hierarchical parent-child genetic linkage?", "role": "user"}, {"content": "{'Metapath': [['disease', 'parent-child', 'disease']], 'Restriction': {'disease': ['paternal uniparental disomy of chromosome 7']}}", "role": "assistant"}]} +{"conversations": [{"content": "I need to find a gene or protein involved in the cell\u2019s response to erythropoietin by interacting with it and also inhibits the SCF/KIT pathway. It must be able to attach to the erythropoietin receptor and help in promoting red blood cell development. Can you give me a list of potential candidates fitting this description?", "role": "user"}, {"content": "{'Metapath': [['biological_process', 'interacts with', 'gene/protein'], ['pathway', 'interacts with', 'gene/protein'], ['cellular_component', 'interacts with', 'gene/protein']], 'Restriction': {'biological_process': ['cell\u2019s response to erythropoietin'], 'pathway': ['SCF/KIT'], 'cellular_component': ['erythropoietin receptor'], 'effect/phenotype': ['promoting red blood cell development']}}", "role": "assistant"}]} +{"conversations": [{"content": "I'm looking for a neurodegenerative disease linked to both X-linked cerebral-cerebellar-coloboma syndrome and Lhermitte-Duclos disease, presenting motor dysfunction and ataxia due to basal ganglia injury, and involving the loss of dopamine-producing neurons in the substantia nigra. Can you help me find information on such a condition?", "role": "user"}, {"content": "{'Metapath': [['disease', 'parent-child', 'disease'], ['disease', 'linked to', 'disease'], ['effect/phenotype', 'phenotype present', 'disease']], 'Restriction': {'disease': ['X-linked cerebral-cerebellar-coloboma syndrome', 'Lhermitte-Duclos disease', 'neurodegenerative disease', 'basal ganglia injury', 'loss of dopamine-producing neurons in the substantia nigra'], 'effect/phenotype': ['motor dysfunction', 'ataxia']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which transmembrane receptor, associated with the mediation of siderophore uptake, is present in the peripheral nervous system but not detected in the quadriceps femoris?", "role": "user"}, {"content": "{'Metapath': [['anatomy', 'expression present', 'gene/protein'], ['anatomy', 'expression absent', 'gene/protein']], 'Restriction': {'anatomy': ['peripheral nervous system', 'quadriceps femoris'], 'gene/protein': ['transmembrane receptor associated with the mediation of siderophore uptake']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which gene or protein is consistently not present in the nucleus accumbens of the brain?", "role": "user"}, {"content": "{'Metapath': [['anatomy', 'expression absent', 'gene/protein']], 'Restriction': {'anatomy': ['nucleus accumbens of the brain']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you provide information on any biological pathways associated with VEGF signaling that involve interactions with a common gene/protein, akin to the way VEGFA signals through VEGFR2, with an emphasis on elucidating the interplay of these components in the process of angiogenesis?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'interacts with', 'pathway'], ['gene/protein', 'interacts with', 'pathway']], 'Restriction': {'gene/protein': ['VEGFA', 'VEGFR2'], 'biological_process': ['angiogenesis']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you find a pathway linked to the 'Transcriptional regulation by RUNX3', either preceding or following it, and explain how they interact and their roles within the cell?", "role": "user"}, {"content": "{'Metapath': [['pathway', 'parent-child', 'pathway'], ['gene/protein', 'interacts with', 'pathway']], 'Restriction': {'pathway': ['Transcriptional regulation by RUNX3']}}", "role": "assistant"}]} +{"conversations": [{"content": "Can you help me find a specific non-severe combined immunodeficiency disorder associated with the STK4 gene, known for causing recurrent opportunistic infections (viral, bacterial, fungal), low T-cell and B-cell counts, high immunoglobulin levels, and intermittent neutropenia?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'associated with', 'disease']], 'Restriction': {'gene/protein': ['STK4'], 'disease': ['non-severe combined immunodeficiency disorder', 'recurrent opportunistic infections (viral, bacterial, fungal)', 'low T-cell and B-cell counts', 'high immunoglobulin levels', 'intermittent neutropenia']}}", "role": "assistant"}]} +{"conversations": [{"content": "Which anatomical structures lack expression of genes or proteins linked to vision impairment?", "role": "user"}, {"content": "{'Metapath': [['effect/phenotype', 'associated with', 'gene/protein', 'expression absent', 'anatomy']], 'Restriction': {'effect/phenotype': ['vision impairment']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you list the solid-form medications that target GSK3B which I could consider for my patient's pharmacotherapy regimen?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'target', 'drug']], 'Restriction': {'gene/protein': ['GSK3B']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you find any drugs that work synergistically with Pinatuzumab vedotin, target the estrogen receptor 1 (ESR1), and offer both cancer-fighting and immune-regulating benefits in the context of endocrine treatments?", "role": "user"}, {"content": "{'Metapath': [['drug', 'synergistic interaction', 'drug'], ['gene/protein', 'target', 'drug']], 'Restriction': {'drug': ['Pinatuzumab vedotin'], 'gene/protein': ['estrogen receptor 1 (ESR1)'], 'disease': ['cancer'], 'biological_process': ['immune-regulating'], 'treatment': ['endocrine treatments']}}", "role": "assistant"}]} +{"conversations": [{"content": "Identify a gene or protein that is not expressed in either the pituitary gland or the cerebellum.", "role": "user"}, {"content": "{'Metapath': [['anatomy', 'expression absent', 'gene/protein']], 'Restriction': {'anatomy': ['pituitary gland', 'cerebellum']}}", "role": "assistant"}]} +{"conversations": [{"content": "Identify proteins or genes demonstrating interaction with MPDZ and exhibit a shared associated phenotype.", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'ppi', 'gene/protein'], ['effect/phenotype', 'associated with', 'gene/protein']], 'Restriction': {'gene/protein': ['MPDZ']}}", "role": "assistant"}]} +{"conversations": [{"content": "What are the current investigational drugs that target the NME1 gene/protein for their mechanism of action?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'target', 'drug']], 'Restriction': {'gene/protein': ['NME1']}}", "role": "assistant"}]} +{"conversations": [{"content": "I'm interested in finding medications that synergize with Mibolerone for improved outcomes. Additionally, I need to steer clear of those that could induce excessive tearing or confusion as I am prone to these issues. Could you identify suitable drugs for me?", "role": "user"}, {"content": "{'Metapath': [['drug', 'synergistic interaction', 'drug'], ['effect/phenotype', 'side effect', 'drug']], 'Restriction': {'drug': ['Mibolerone'], 'effect/phenotype': ['excessive tearing', 'confusion']}}", "role": "assistant"}]} +{"conversations": [{"content": "Is there a list of medications that inhibit cholesterol production similarly to Rosuvastatin by targeting liver HMG-CoA reductase, and also work in tandem with Rosuvastatin to enhance treatment effectiveness for the same condition?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'target', 'drug'], ['drug', 'synergistic interaction', 'drug']], 'Restriction': {'drug': ['Rosuvastatin'], 'gene/protein': ['HMG-CoA reductase']}}", "role": "assistant"}]} +{"conversations": [{"content": "Can you help me find a trial-phase pill or tablet that targets the cyclophilin A protein, coded by the PPIA gene?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'target', 'drug']], 'Restriction': {'gene/protein': ['cyclophilin A protein, coded by the PPIA gene']}}", "role": "assistant"}]} +{"conversations": [{"content": "Could you supply a compilation of pill or tablet medications that primarily target the protein kinase produced by the MAPK8 gene?", "role": "user"}, {"content": "{'Metapath': [['gene/protein', 'target', 'drug']], 'Restriction': {'gene/protein': ['protein kinase produced by the MAPK8 gene']}}", "role": "assistant"}]} +{"conversations": [{"content": "I'm looking for medications that both enhance the effects of Gepirone when used concurrently and are prescribed for the same condition, with a pharmacokinetic profile showcasing a similar elimination half-life around 25 hours. Can you provide a list of such drugs?", "role": "user"}, {"content": "{'Metapath': [['drug', 'synergistic interaction', 'drug'], ['disease', 'indication', 'drug']], 'Restriction': {'drug': ['Gepirone'], 'effect/phenotype': ['enhance the effects when used concurrently'], 'pharmacokinetic profile': ['similar elimination half-life around 25 hours']}}", "role": "assistant"}]} +{"conversations": [{"content": "What condition falls under follicular dendritic cell sarcoma and often manifests with gastrointestinal symptoms like abdominal pain and diarrhea?", "role": "user"}, {"content": "{'Metapath': [['disease', 'parent-child', 'disease']], 'Restriction': {'disease': ['follicular dendritic cell sarcoma', 'condition that often manifests with gastrointestinal symptoms like abdominal pain and diarrhea']}}", "role": "assistant"}]} +{"conversations": [{"content": "Can you give me a rundown of drugs that both suppress appetite and are used to treat pyoderma gangrenosum?", "role": "user"}, {"content": "{'Metapath': [['disease', 'indication', 'drug'], ['effect/phenotype', 'side effect', 'drug']], 'Restriction': {'disease': ['pyoderma gangrenosum'], 'effect/phenotype': ['suppress appetite']}}", "role": "assistant"}]} diff --git a/Planning/data/get_train_data/__pycache__/prompts.cpython-311.pyc b/Planning/data/get_train_data/__pycache__/prompts.cpython-311.pyc new file mode 100644 index 0000000000000000000000000000000000000000..9b4cc1ed4751a0cde5234cf3d491a71215022a21 Binary files /dev/null and b/Planning/data/get_train_data/__pycache__/prompts.cpython-311.pyc differ diff --git a/Planning/data/get_train_data/get_llm_data.py b/Planning/data/get_train_data/get_llm_data.py new file mode 100644 index 0000000000000000000000000000000000000000..4ceb5f45535b4b1ebc70238bd61ac1ca0aceec7f --- /dev/null +++ b/Planning/data/get_train_data/get_llm_data.py @@ -0,0 +1,237 @@ +""" +Desc: This file is used to get the training data from the LLM + +""" +import sys +from pathlib import Path + +# Get the absolute path of the current script +current_file = Path(__file__).resolve() +project_root = current_file.parents[3] + +# Add the project root to the system path +sys.path.append(str(project_root)) + +from stark_qa import load_qa + +import argparse +import os +from openai import AzureOpenAI +import json +import openai +from prompts import prompts + + + + + + +""" + +MAG: +sys_content: 478/query +output: 45/query +input: 25/query +1000 queries + +total price: + 1. o1: $13.29 + 2. o3mini: $0.97 + 3. deepseek-chat: $0.24 + 4. deepseek-reasoner: $0.49 + +Amazon: +sys_content: 478/query + +""" + +# get the prompt for different datasets +def get_sys_content(dataset_name): + """ + input: + dataset_name: the name of the dataset + output: + sys_content: the sys_content for the dataset + """ + sys_content = prompts(dataset_name) + + + return sys_content + +# get the response from the llm +def get_response(sys_content, user_content): + + messages = [{"role": "system", "content": sys_content}, + {"role": "user", "content": user_content} + ] + + chat_completion = client.chat.completions.create( + messages=messages, + model=parameters['azure']['model'], # parameters['azure']['model'], parameters['openai']['model'] + # temperature=0, + seed=576879897, + ) + response = chat_completion.choices[0].message.content + + # print(messages) + # print(response) + + return response + +# save the outputs to json file +def save_json(data, dataset_name): + """ + input: + data: the data to be saved + dataset_name: the name of the dataset + """ + + file_dir = f"/home/yongjia/dgl/Yongjia/MOE/Reasoner/data/finetune/{dataset_name}" + os.makedirs(file_dir, exist_ok=True) + file_path = f"{file_dir}/1000_{parameters['azure']['model']}.json" + + with open(file_path, 'w') as f: + json.dump(data, f, indent=4) + print(f"Saved to {file_path}") + +# get the reasoning graphs for a dataset +def get_rg(dataset_name): + """ + input: + dataset_name: the name of the dataset + output: + rg: the reasoning graph for the dataset + """ + + # get the prompt for the dataset + sys_content = get_sys_content(dataset_name) + + # get qa dataset + qa = load_qa(dataset_name) + train_qa = qa.get_subset('train') + + # we sample 1000 queries from the training set + pair_list = [] + failure_count = 0 + for i in range(1500): + query, q_id, ans_ids, _ = train_qa[i] + + # call the llm to get the reasoning graph + response = get_response(sys_content, query) + print(response) + + # process the response + + if dataset_name == 'prime': + output = { + "Triplets":[], + "Restriction": [], + "Target": "" + } + + try: + response = response.split('\n') + triplets_raw = response[0].replace('Triplets:', '').strip() + triplets = json.loads(triplets_raw) + output['Triplets'] = triplets + + restriction_raw = response[1].replace('Restriction:', '').strip() + restriction = json.loads(restriction_raw) + output['Restriction'] = restriction + + target = response[2].replace('Target:', '').strip() + output['Target'] = target + except: + failure_count += 1 + continue + + elif dataset_name == 'mag' or dataset_name == 'amazon': + output = { + "Metapath": "", + "Restriction": [], + } + + try: + response = response.split('\n') + metapath = response[0].replace('Metapath:', '').strip() + output['Metapath'] = metapath + + restriction_raw = response[1].replace('Restriction:', '').strip() + restriction = json.loads(restriction_raw) + output['Restriction'] = restriction + except: + failure_count += 1 + continue + + else: + raise ValueError('The dataset is not supported') + + pair = {'query': query, 'answer': output} + + pair_list.append(pair) + + if len(pair_list) == 1000: + break + + # save the output to json file + save_json(pair_list, dataset_name) + print(f"Failure count: {failure_count}") + + +if __name__ == '__main__': + # Argument parser setup + parser = argparse.ArgumentParser(description="Load LLM parameters and initialize API clients.") + + # Dataset name + parser.add_argument("--dataset_name", type=str, required=True, + choices=["mag", "amazon", "prime"], + help="Specify the dataset to use.") + + # Model selection + parser.add_argument("--model", type=str, required=True, + choices=["gpt-4o-mini-20240718", "gpt-4o-2024-05-13", + "deepseek-reasoner", "gpt-o1-2024-12-17", + "o3-mini-2025-01-31"], + help="Specify the model to use.") + + # Azure API parameters + parser.add_argument("--azure_api_key", type=str, default=None, help="Azure API Key") + parser.add_argument("--azure_endpoint", type=str, default=None, help="Azure API Endpoint") + parser.add_argument("--azure_api_version", type=str, default=None, help="Azure API Version") + + # OpenAI API parameters + parser.add_argument("--openai_api_key", type=str, default=None, help="OpenAI API Key") + parser.add_argument("--openai_endpoint", type=str, default=None, help="OpenAI API Endpoint") + + args = parser.parse_args() + + # Initialize parameters dictionary + parameters = { + "azure": { + "api_key": args.azure_api_key, + "azure_endpoint": args.azure_endpoint, + "api_version": args.azure_api_version, + }, + "openai": { + "api_key": args.openai_api_key, + "endpoint": args.openai_endpoint, + } + } + + + # Determine which API client to use + if parameters["openai"]["api_key"]: + client = openai.OpenAI( + base_url=parameters["openai"]["endpoint"], + api_key=parameters["openai"]["api_key"], + ) + else: + client = AzureOpenAI( + azure_endpoint=parameters["azure"]["azure_endpoint"], + api_key=parameters["azure"]["api_key"], + api_version=parameters["azure"]["api_version"], + ) + + get_rg(args.dataset_name) + + diff --git a/Planning/data/get_train_data/post_process_data.py b/Planning/data/get_train_data/post_process_data.py new file mode 100644 index 0000000000000000000000000000000000000000..efc340e81404efff2996b8c3b31258b9ca967e48 --- /dev/null +++ b/Planning/data/get_train_data/post_process_data.py @@ -0,0 +1,58 @@ +""" +Description: This script is used to post-process the data after getting it from the LLM. + +input: data from llm +output: data for llama finetuning + +""" +import json +import os +import copy + +def save_data(data, dataset_name, model_name): + file_dir = f"../data/finetune/{dataset_name}" + os.makedirs(file_dir, exist_ok=True) + file_path = os.path.join(file_dir, f"llama_ft_{model_name}.jsonl") + + with open(file_path, "w") as f: + for d in data: + f.write(json.dumps(d) + "\n") + + print(f"Data saved to {file_path}") + +def process(sample, dataset_name, model_name): + """ + input: sample from llm + output: sample for llama finetuning + """ + + output_format = {"conversations": [{"role": "user", "content": ""}, {"role": "assistant", "content": ""}]} + ft_list = [] + for i in range(len(sample)): + output = copy.deepcopy(output_format) + output["conversations"][0]["content"] = sample[i]["query"] + output["conversations"][1]["content"] = str(sample[i]["answer"]) + ft_list.append(output) + + # save data + save_data(ft_list, dataset_name, model_name) + + +# ***** Main ***** +if __name__ == "__main__": + # read data + dataset_name_list = ["mag"] + model_names = ["gpt-4o-mini-20240718", "o3-mini-2025-01-31", "gpt-o1-2024-12-17", "gpt-4o-2024-05-13", "gpt-4o-mini-20240718", "gpt35-1106"] # gpt-o1-2024-12-17, "gpt-4o-mini-20240718", "gpt35-1106", o3-mini-2025-01-31 + + for dataset_name in dataset_name_list: + for model_name in model_names: + relative_path = f"finetune/{dataset_name}/1000.json" # f"finetune/{dataset_name}/1000_{dataset_name}.json" + current_dir = os.path.dirname(os.path.dirname(os.path.abspath(__file__))) # Directory of the current script + file_path = os.path.join(current_dir, relative_path) + with open(f"{file_path}", "r") as f: + sample = json.load(f) + + # process data + process(sample, dataset_name, model_name) + print(f"Processing {model_name} for {dataset_name} is done.") + break \ No newline at end of file diff --git a/Planning/data/get_train_data/prompts.py b/Planning/data/get_train_data/prompts.py new file mode 100644 index 0000000000000000000000000000000000000000..6e7e4357b79e6cb24c9ac5b660866bdbeba57715 --- /dev/null +++ b/Planning/data/get_train_data/prompts.py @@ -0,0 +1,274 @@ +def prompts(dataset_name): + + """ + + input: + dataset_name: the name of the dataset + output: + prompt: the prompt for the dataset + """ + if dataset_name == "amazon": + sys_prompt = """ + + You are a reasoning graph finder agent. Your role is to: + 1. Identify the underlying **meta-path** from a given question, which consists of the **entity types** at each reasoning step. + 2. Extract the **content restriction** for each **entity type** based on the question. If there is no restriction for an entity type, leave its value empty. + + You will be provided with a predefined **Entity Type List**. Only use the entity types from this list when constructing the meta-path and restrictions. Your response must be concise and strictly adhere to the specified **Output Format**. + + """ + + # Define the entity type list + entity_type_list = """ + Entity Type List: + - **brand** + - **category** + - **product** + + """ + + demonstrations = """ + Here are some examples: + **Question 1:** + What are some 5x4 inch team sports decals by Football Fanatics that are easy to apply on exterior surfaces? + + **Answer 1:** + Metapath: brand -> product + Restriction: {"brand": ["Football Fanatics"], "product": ["5x4 inch team sports decals by Football Fanatics that are easy to apply on exterior surfaces"]} + + **Question 2:** + Looking for men's insulated pants suitable for heavy rain, up to 10k water resistance, and with reinforced cuffs specifically for added protection in parking lots. Any suggestions? + + **Answer 2:** + Metapath: category -> product + Restriction: {"category": ["pants"], "product": ["men\'s insulated pants suitable for heavy rain", "reinforced cuffs specifically for added protection in parking lots"]} + + **Question 3:** + Can you recommend a dive mask that would work well with the Dive Mask Freediving Mask Spearfishing Mask Low Volume Mini Mask? I need the two masks to be compatible for my diving activities. + + **Answer 3:** + Metapath: product -> product + Restriction: {"product": ["work well with the Dive Mask Freediving Mask Spearfishing Mask Low Volume Mini Mask", "compatible for diving activities", "a dive mask"]} + + **Question 4:** + What are some UV protective women's golf jackets from PUMA? I'm cautious about skin protection, but I'm a big fan of PUMA. + + **Answer 4:** + Metapath: brand -> product <- category + Restriction: {"brand": ["PUMA"], "category": ["golf jackets"], "product": ["UV protective women\'s golf jackets from PUMA", "skin protection"]} + + + + """ + + output_format = """ + + **Output Format** + Metapath: "", + Restriction: {} + """ + + sys_content = sys_prompt + entity_type_list + output_format + demonstrations + + + elif dataset_name == "mag": + + sys_prompt = """ + You are a reasoning finder agent. Your role is to: + 1. Identify the underlying **meta-path** from a given question, which consists of the **entity types** at each reasoning step. + 2. Extract the **content restriction** for each **entity type** based on the question. If there is no restriction for an entity type, leave its value empty. + + You will be provided with a predefined **Entity Type List**. Only use the entity types from this list when constructing the meta-path and restrictions. Your response must be concise and strictly adhere to the specified **Output Format**. + + """ + + entity_type_list = """ + Entity Type List: + - **paper** + - **author** + - **institution** + - **field_of_study** + + """ + + output_format = """ + **Output Format** + Metapath: "", + Restriction: {} + """ + + + demonstrations = """ + + Here are some examples: + **Question 1:** + Show me research articles on the association of quasi-periodic oscillations (QPOs) with noise in celestial bodies within the context of Bicoherence. + + **Answer 1:** + Metapath: field_of_study -> paper + Restriction: {"field_of_study": ["oscillations", "physics"], "paper": ["association of quasi-periodic oscillations (QPOs) with noise in celestial bodies within the context of Bicoherence"]} + + **Question 2:** + What research on water absorption in different frequency ranges have been referenced or deemed significant in the paper entitled 'High-resolution terahertz atmospheric water vapor continuum measurements? + + **Answer 2:** + Metapath: paper -> paper + Restriction: {"paper": ["water absorption in different frequency ranges", "High-resolution terahertz atmospheric water vapor continuum measurements"]} + + **Question 3:** + Show me publications by A.J. Turvey on the topic of supersymmetry particle searches. + + **Answer 3:** + Metapath: author -> paper + Restriction: {"author": ["A.J. Turvey"], "paper": ["supersymmetry particle searches"]} + + **Question 4:** + Looking for papers co-authored by someone involved in "Strain transferring mechanism analysis of the substrate-bonded FBG sensor". The papers should be in the similar field which is fiber optic strain sensors, and further discuss their development and application. + + **Answer 4:** + Metapath: paper -> author -> paper + Restriction: {"paper": ["Strain transferring mechanism analysis of the substrate-bonded FBG sensor", "in the similar field which is fiber optic strain sensors, and further discuss their development and application"]} + + **Question 5:** + Can you find any publications by the authors of "Tradeoffs in the Realization of Electrically Pumped Vertical External Cavity Surface Emitting Lasers," that delve into the topic of hybrid quantum well/quantum dot structures in the context of lasers? + + **Answer 5:** + Metapath: paper -> author -> paper <- field_of_study + Restriction: {"paper": ["Tradeoffs in the Realization of Electrically Pumped Vertical External Cavity Surface Emitting Lasers", "hybrid quantum well/quantum dot structures in the context of lasers"], "field_of_study": ["lasers", "hybrid quantum well/quantum dot", "physics", "Emission spectrum"]} + + **Question 6:** + Which publications from Altair Engineering authors focus on improving directional sensitivity across a wide range of frequencies? + + **Answer 6:** + Metapath: institution -> author -> paper + Restriction: {"institution": ["Altair Engineering"], "paper": ["improving directional sensitivity across a wide range of frequencies"]} + + **Question 7:** + Publications by Carlisle Companies authors on satellite instrumentation and space performance + + **Answer 7:** + Metapath: institution -> author -> paper <- field_of_study + Restriction: {"institution": ["Carlisle Companies"], "paper": ["satellite instrumentation and space performance"], "field_of_study": ["satellite", 'space performance']} + + """ + + sys_content = sys_prompt + entity_type_list + output_format + demonstrations + + elif dataset_name == "prime": + + sys_prompt = """ + You are a triplets extractor. Given a list of triplets and a query, please + 1. extract the triplets contained in the query and give a list to me. + 2. make a restriction list which contains the description of the entity in the query. + 3. tell me which entity the query is asking for. + Your response must be concise and strictly adhere to the specified **Output Format**. + + """ + + triplets = """ + Triplets list: + [('anatomy', 'expression absent', 'gene/protein'), + ('anatomy', 'expression present', 'gene/protein'), + ('anatomy', 'parent-child', 'anatomy'), + ('biological_process', 'interacts with', 'exposure'), + ('biological_process', 'interacts with', 'gene/protein'), + ('biological_process', 'parent-child', 'biological_process'), + ('cellular_component', 'interacts with', 'exposure'), + ('cellular_component', 'interacts with', 'gene/protein'), + ('cellular_component', 'parent-child', 'cellular_component'), + ('disease', 'associated with', 'gene/protein'), + ('disease', 'contraindication', 'drug'), + ('disease', 'indication', 'drug'), + ('disease', 'linked to', 'exposure'), + ('disease', 'off-label use', 'drug'), + ('disease', 'parent-child', 'disease'), + ('disease', 'phenotype absent', 'effect/phenotype'), + ('disease', 'phenotype present', 'effect/phenotype'), + ('drug', 'carrier', 'gene/protein'), + ('drug', 'contraindication', 'disease'), + ('drug', 'enzyme', 'gene/protein'), + ('drug', 'indication', 'disease'), + ('drug', 'off-label use', 'disease'), + ('drug', 'side effect', 'effect/phenotype'), + ('drug', 'synergistic interaction', 'drug'), + ('drug', 'target', 'gene/protein'), + ('drug', 'transporter', 'gene/protein'), + ('effect/phenotype', 'associated with', 'gene/protein'), + ('effect/phenotype', 'parent-child', 'effect/phenotype'), + ('effect/phenotype', 'phenotype absent', 'disease'), + ('effect/phenotype', 'phenotype present', 'disease'), + ('effect/phenotype', 'side effect', 'drug'), + ('exposure', 'interacts with', 'biological_process'), + ('exposure', 'interacts with', 'cellular_component'), + ('exposure', 'interacts with', 'gene/protein'), + ('exposure', 'interacts with', 'molecular_function'), + ('exposure', 'linked to', 'disease'), + ('exposure', 'parent-child', 'exposure'), + ('gene/protein', 'associated with', 'disease'), + ('gene/protein', 'associated with', 'effect/phenotype'), + ('gene/protein', 'carrier', 'drug'), + ('gene/protein', 'enzyme', 'drug'), + ('gene/protein', 'expression absent', 'anatomy'), + ('gene/protein', 'expression present', 'anatomy'), + ('gene/protein', 'interacts with', 'biological_process'), + ('gene/protein', 'interacts with', 'cellular_component'), + ('gene/protein', 'interacts with', 'exposure'), + ('gene/protein', 'interacts with', 'molecular_function'), + ('gene/protein', 'interacts with', 'pathway'), + ('gene/protein', 'ppi', 'gene/protein'), + ('gene/protein', 'target', 'drug'), + ('gene/protein', 'transporter', 'drug'), + ('molecular_function', 'interacts with', 'exposure'), + ('molecular_function', 'interacts with', 'gene/protein'), + ('molecular_function', 'parent-child', 'molecular_function'), + ('pathway', 'interacts with', 'gene/protein'), + ('pathway', 'parent-child', 'pathway')] + + """ + + output_format = """ + **Output Format** + Triplets: [] + Restriction: {} + Target: "" + + """ + + demonstrations = """ + Here are some examples: + **Question 1:** + Search for conditions that lack any associated treatment medications and have a connection to the formation of Onion bulb structures. + + **Answer 1:** + Triplets: [["effect/phenotype", "phenotype present", "disease"], ["drug", "off-label use", "disease"]] + Restriction: {'effect/phenotype': ['formation of Onion bulb structures']} + Target: disease + + **Question 2:** + What drug should be avoided for focal hand dystonia and also targets the ORM2 gene/protein? + + **Answer 2:** + Triplets: [["disease", "contraindication", "drug"], ["drug", "target", "gene/protein"]] + Restriction: {"disease": ["focal hand dystonia"], "gene/protein": ["ORM2"]} + Target: drug + + **Question 3:** + Could my hip muscle weakness be a sign of the mitochondrial disease my mother has, or another related condition? + Triplets: [["disease", "parent-child", "disease"], ["effect/phenotype", "phenotype present", "disease"]] + + **Answer 3:** + Restriction: {"anatomy": ["hip muscle"], "disease": ["mitochondrial disease my mother has", "another related condition"], "effect/phenotype": ["weakness"]} + Target: disease + + **Question 4:** + Can you find the genes and proteins involved with the activity of dolichyl-phosphate-mannose-dependent alpha-1,6-mannosyltransferase? + + **Answer 4:** + Triplets: [["molecular_function", "interacts with", "gene/protein"]] + Restriction: {"molecular_function": ["dolichyl-phosphate-mannose-dependent alpha-1,6-mannosyltransferase"]} + Target: gene/protein + """ + + sys_content = sys_prompt + triplets + output_format + demonstrations + + return sys_content \ No newline at end of file diff --git a/Planning/data/train_eval.py b/Planning/data/train_eval.py new file mode 100644 index 0000000000000000000000000000000000000000..cb1c36e74674590905791d5aa1c0689bb823e47d --- /dev/null +++ b/Planning/data/train_eval.py @@ -0,0 +1,223 @@ +""" +Description: This file is used to train and evaluate the llama model. + +""" +import os +from unsloth import FastLanguageModel +from trl import SFTTrainer +from transformers import TrainingArguments, DataCollatorForSeq2Seq +from unsloth import is_bfloat16_supported +from datasets import load_dataset +from unsloth.chat_templates import train_on_responses_only +from unsloth.chat_templates import get_chat_template +from sklearn.model_selection import train_test_split +from transformers import TextStreamer +import ast +import contractions +import re +from utils import remove_inner_single_quotes + +# *****load model and tokenizer***** +max_seq_length = 2048 +dtype = None # None for auto detection. Float16 for Tesla T4, V100, Bfloat16 for Ampere+ +load_in_4bit = True # Use 4bit quantization to reduce memory usage. + +model, tokenizer = FastLanguageModel.from_pretrained( + model_name = "unsloth/Llama-3.2-3B-Instruct", + max_seq_length = max_seq_length, # specify the maximum length of input the model can accept + dtype = dtype, + load_in_4bit = load_in_4bit, +) + +# add LoRA adapters so we only need to update 1 to 10% of all parameters! +model = FastLanguageModel.get_peft_model( + model, + r = 16, # Choose any number > 0 ! Suggested 8, 16, 32, 64, 128 + target_modules = ["q_proj", "k_proj", "v_proj", "o_proj",# Reference: https://colab.research.google.com/drive/1Ys44kVvmeZtnICzWz0xgpRnrIOjZAuxp?usp=sharing#scrollTo=2eSvM9zX_2d3 + "gate_proj", "up_proj", "down_proj",], + lora_alpha = 16, + lora_dropout = 0, # Supports any, but = 0 is optimized + bias = "none", # Supports any, but = "none" is optimized + # [NEW] "unsloth" uses 30% less VRAM, fits 2x larger batch sizes! + use_gradient_checkpointing = "unsloth", # True or "unsloth" for very long context + random_state = 3407, + use_rslora = False, # We support rank stabilized LoRA + loftq_config = None, # And LoftQ +) + +tokenizer = get_chat_template( + tokenizer, + chat_template = "llama-3.1", +) + +def formatting_prompts_func(data): + convos = data['conversations'] + texts = [tokenizer.apply_chat_template(convo, tokenize = False, add_generation_prompt = False) for convo in convos] + + return { "text" : texts, } + +def train(train_dataset, val_dataset): + # format the dataset + texts_train = train_dataset.map(formatting_prompts_func, batched=True) + print(texts_train) + texts_val = val_dataset.map(formatting_prompts_func, batched=True) + print(texts_val) + + # load trainer + trainer = SFTTrainer( + model = model, + tokenizer = tokenizer, + train_dataset = texts_train, + eval_dataset= texts_val, + dataset_text_field = "text", + max_seq_length = max_seq_length, + data_collator=DataCollatorForSeq2Seq(tokenizer=tokenizer), # A function or mechanism to batch and prepare data during training and evaluation + dataset_num_proc = 2, # number of processes to use for data preprocessing + packing = False, # Can make training 5x faster for short sequences. + args = TrainingArguments( + per_device_train_batch_size = 4, + gradient_accumulation_steps = 8, + warmup_steps = 5, + num_train_epochs = 100, # Set this for 1 full training run. # TODO: increase the value + max_steps = 1000, # TODO: increase the value + learning_rate = 2e-4, + fp16 = not is_bfloat16_supported(), + bf16 = is_bfloat16_supported(), + logging_steps = 1, + optim = "adamw_8bit", + weight_decay = 0.01, + lr_scheduler_type = "linear", + seed = 3407, + output_dir = "outputs", + do_eval=True, + report_to='wandb', + evaluation_strategy="epoch", # Specifies that evaluations will happen at the end of each epoch, using texts_val for metrics calculation. If we set the evaluation strategy without passing evaluation dataset, there is an error. + save_strategy="epoch", # Save checkpoints based on epoch. + load_best_model_at_end=True, # Load the best one from the disk to memory. Otherwise, the model is still the one trained after last epoch. + metric_for_best_model="loss", # Evaluation metric on evaluation set. Make sure the metric is an option included in TrainingArguments. + greater_is_better=False, # The metric is "greater_is_better". + save_total_limit=1 # How many checkpoints will be saved. + ), + ) + + # train only on outputs and ignore the loss of user's inputs + trainer = train_on_responses_only( + trainer, + instruction_part = "<|start_header_id|>user<|end_header_id|>\n\n", + response_part = "<|start_header_id|>assistant<|end_header_id|>\n\n", + ) + + trainer_stats = trainer.train() + + # save the model + checkpoint_dir = f"./checkpoints/{dataset_name}" + os.makedirs(checkpoint_dir, exist_ok=True) + checkpoint_path = os.path.join(checkpoint_dir, f"lora_model") + model.save_pretrained(checkpoint_path) # Local saving + tokenizer.save_pretrained(checkpoint_path) + + print("Training completed.") + + return checkpoint_path + +def evaluate(test_dataset, checkpoint_path): + + # load model + model, tokenizer = FastLanguageModel.from_pretrained( + model_name = checkpoint_path, + max_seq_length = max_seq_length, # specify the maximum length of input the model can accept + dtype = dtype, + load_in_4bit = load_in_4bit, + ) + + FastLanguageModel.for_inference(model) + + # evaluate + acc = 0 + for idx, dp in enumerate(test_dataset): # TODO: batch + message = dp['conversations'][0] + label = dp['conversations'][1] + assert label['role'] == "assistant" + + # format the input + inputs = tokenizer.apply_chat_template([message], tokenize = True, add_generation_prompt = True, return_tensors = 'pt').to('cuda') + print(f"222, {inputs}") + + text_streamer = TextStreamer(tokenizer, skip_prompt = True) + outputs = model.generate(input_ids = inputs, streamer = text_streamer, max_new_tokens = 128, + use_cache = True, temperature = 1.5, min_p = 0.1) + outputs = tokenizer.batch_decode(outputs) + parts = outputs[0].split("<|start_header_id|>assistant<|end_header_id|>\n\n") + # print(f"111, {parts}") + results = parts[1].strip("<|eot_id|>") + results = contractions.fix(results) + try: + results = ast.literal_eval(results) + except: + try: + results = re.sub(r"\['(.*?)'", remove_inner_single_quotes, results) + results = ast.literal_eval(results) + except: + results = { + "Metapath":"", + "Restriction":{}, + } + + + + pred_metapath = results['Metapath'] + + ground_metapath = ast.literal_eval(label['content'])['Metapath'] + if pred_metapath == ground_metapath: + acc += 1 + print(f"Prediction: {pred_metapath}") + print(f"Ground truth: {ground_metapath}") + + + + print(f"Accuracy: {acc / len(test_dataset)}") + + +def main(dataset_name, model_name): + # *****load dataset***** + data_dir = f"./data/finetune" + data_path = os.path.join(data_dir, f"{dataset_name}/llama_ft.jsonl") + # data_path = os.path.join(data_dir, f"{dataset_name}/llama_ft_{model_name}.jsonl") + dataset = load_dataset("json", data_files=data_path) + dataset = dataset['train'] + + # Add an index column to keep track of original indices + dataset = dataset.add_column("index", list(range(len(dataset)))) + + # Perform train-test split + train_test = dataset.train_test_split(test_size=0.2, seed=42) + val_test = train_test['test'].train_test_split(test_size=0.5, seed=42) + + # Extract the datasets + train_dataset = train_test['train'] + val_dataset = val_test['train'] + test_dataset = val_test['test'] + + # Remove the index column if not needed + train_dataset = train_dataset.remove_columns(['index']) + val_dataset = val_dataset.remove_columns(['index']) + test_dataset = test_dataset.remove_columns(['index']) + + # *****train and evaluate***** + checkpoint_path = train(train_dataset, val_dataset) + + + checkpoint_path = f"./checkpoints/{dataset_name}/lora_model" + # checkpoint_path = f"./checkpoints/{dataset_name}/lora_model_{model_name}" + evaluate(test_dataset, checkpoint_path) + +if __name__ == "__main__": + dataset_name_list = ['mag', 'amazon', 'prime'] + model_names = ["4o"] + for dataset_name in dataset_name_list: + for model_name in model_names: + main(dataset_name, model_name) + + + + \ No newline at end of file diff --git a/Planning/model.py b/Planning/model.py new file mode 100644 index 0000000000000000000000000000000000000000..aede913ccaf6097a253722e86b0630ef13878e9d --- /dev/null +++ b/Planning/model.py @@ -0,0 +1,89 @@ +import sys +import os +import torch.nn as nn +import ast +from unsloth import FastLanguageModel +from transformers import TextStreamer +import contractions +import re +from Planning.utils import remove_inner_single_quotes + + +class Planner(nn.Module): + def __init__(self, dataset_name): + super(Planner, self).__init__() + self.dataset_name = dataset_name + self.checkpoint_path = f"Planning/checkpoints/{dataset_name}/lora_model/" + self.max_seq_length = 2048 + self.dtype = None + self.load_in_4bit = True + + model, tokenizer = FastLanguageModel.from_pretrained( + model_name = self.checkpoint_path, + max_seq_length = self.max_seq_length, + dtype = self.dtype, + load_in_4bit = self.load_in_4bit + ) + + FastLanguageModel.for_inference(model) + + self.model = model + self.tokenizer = tokenizer + + def forward(self, query): + message = {'content': query, 'role': 'user'} + inputs = self.tokenizer.apply_chat_template( + [message], + tokenize = True, + add_generation_prompt = True, # Must add for generation + return_tensors = "pt", + ).to("cuda") + + text_streamer = TextStreamer(self.tokenizer, skip_prompt = True) + outputs = self.model.generate(input_ids = inputs, streamer = text_streamer, max_new_tokens = 128, # max_new_tokens is the maximum number of new tokens generated beyond the input + use_cache = True, temperature = 1.5, min_p = 0.1) # min_p is a cumulative probability, which makes the generation more diverse + + + outputs = self.tokenizer.batch_decode(outputs) + parts = outputs[0].split("<|start_header_id|>assistant<|end_header_id|>\n\n") + + if len(parts) > 1: + results = parts[1].replace("<|eot_id|>", "") + else: + raise ValueError + + + # ******* special processing for prime dataset + if self.dataset_name == 'prime': + try: + # Parse the string using ast.literal_eval + parsed_dict = ast.literal_eval(results) + + return parsed_dict + except (SyntaxError, ValueError) as e: + print(f"Error parsing the string: {e}") + return { + "Metapath": "", + "Restriction": {} + } + + + results = contractions.fix(results) + + try: + results = ast.literal_eval(results) + except: + print(f"Fail") + try: + results = re.sub(r"\['(.*?)'", remove_inner_single_quotes, results) # TODO: need optimize + results = ast.literal_eval(results) + except: + results = { + "Metapath": "", + "Restriction": {}, + + } + rg = results + + + return rg \ No newline at end of file diff --git a/Planning/utils.py b/Planning/utils.py new file mode 100644 index 0000000000000000000000000000000000000000..c3ad0ac66ad362777637be461e01fdb57b1ebb2e --- /dev/null +++ b/Planning/utils.py @@ -0,0 +1,4 @@ +def remove_inner_single_quotes(match): + content = match.group(1) # Get the string inside [''] + cleaned_content = content.replace("'", "") # Remove inner single quotes + return f"['{cleaned_content}" \ No newline at end of file diff --git a/Reasoning/__pycache__/mor4node.cpython-311.pyc b/Reasoning/__pycache__/mor4node.cpython-311.pyc new file mode 100644 index 0000000000000000000000000000000000000000..da1ba19f80eea7cec0fbd58134b785739757fafe Binary files /dev/null and b/Reasoning/__pycache__/mor4node.cpython-311.pyc differ diff --git a/Reasoning/__pycache__/mor4node_copy.cpython-311.pyc b/Reasoning/__pycache__/mor4node_copy.cpython-311.pyc new file mode 100644 index 0000000000000000000000000000000000000000..ac3c7935360456da522e0cf75289afdfe5b1129d Binary files /dev/null and b/Reasoning/__pycache__/mor4node_copy.cpython-311.pyc differ diff --git a/Reasoning/__pycache__/mor4path.cpython-311.pyc b/Reasoning/__pycache__/mor4path.cpython-311.pyc new file mode 100644 index 0000000000000000000000000000000000000000..08011cf95753b11d632c469a3c2c9463e2acca2c Binary files /dev/null and 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Path(__file__).resolve() +project_root = current_file.parents[2] +# Add the project root to the system path +sys.path.append(str(project_root)) + +from .utils import combine_dicts, parse_metapath, get_scorer, get_text_retriever, fix_length +from models.model import ModelForSTaRKQA + + +class MOR4Path(ModelForSTaRKQA): + def __init__(self, dataset_name, text_retriever_name, scorer_name, skb, topk=100): + super(MOR4Path, self).__init__(skb) + self.dataset_name = dataset_name + self.text_retriever = get_text_retriever(dataset_name, text_retriever_name, skb) + self.scorer = get_scorer(dataset_name, scorer_name=scorer_name, skb=skb) + # self.scorer = self.text_retriever + self.topk = topk + self.node_type_list = skb.node_type_lst() + self.edge_type_list = skb.rel_type_lst() + if self.dataset_name == "prime": + self.tp_list = skb.get_tuples() + self.target_type_list = skb.candidate_types + else: + self.tp_dict = {(tp[0], tp[-1]): tp[1] for tp in skb.get_tuples()} + self.target_type_list = ['paper' if dataset_name == 'mag' else 'product'] + + self.skb = skb + self.ini_k = 5 # topk for initial retrieval + self.mor_k = 10 # topk for textual retrieval in MOR + self.mor_count = 0 + self.num_negs = 200 + + + + def rg2routes(self, rg): + """ + input: rg: {"Metapath": "", "Restriction": {}} + output: routes: [['paper', 'author', 'paper'], ['paper', 'paper']] + """ + # parse rg + metapath = rg["Metapath"] + if isinstance(rg["Metapath"], list): + routes = rg["Metapath"] + elif isinstance(rg["Metapath"], str): + routes = parse_metapath(metapath) + else: + return None + + return routes + + def check_valid(self, routes, rg): + # check the length of routes + if not routes: + # raise ValueError(f"Empty routes: {routes}") + return None + + if len(routes) == 1 and len(routes[0]) == 1: # single node, directly do text retrieval + return None + + + # Step 1: Filter routes by target type + target_type_valid_routes = [ + route for route in routes if route[-1] in self.target_type_list + ] + if not target_type_valid_routes: + + return None + + # Step 2: Filter routes by node and edge type + type_valid_routes = [ + route + for route in target_type_valid_routes + if all( + node in self.node_type_list or node in self.edge_type_list + for node in route + ) + ] + if not type_valid_routes: + + return None + + # Step 3: Check existence of relations + relation_valid_routes = [] + for route in type_valid_routes: + if self.dataset_name == "prime": + if len(route) < 3: + continue + triplets = [ + (route[i], route[i + 1], route[i + 2]) + for i in range(0, len(route) - 2, 2) + ] + + if all(tp in self.tp_list for tp in triplets) and all(len(tp) == 3 for tp in triplets): # and all length of triplets is 3 + relation_valid_routes.append(route) + else: + pairs = [(route[i], route[i + 1]) for i in range(len(route) - 1)] + if all(tp in self.tp_dict.keys() for tp in pairs): + relations = [self.tp_dict[tp] for tp in pairs] + + # make route with relations + new_route = [] + for i in range(len(relations)): + new_route.append(pairs[i][0]) + new_route.append(relations[i]) + new_route.append(pairs[-1][-1]) + + relation_valid_routes.append(new_route) + + if not relation_valid_routes: + + return None + + return relation_valid_routes + + def get_candidates4route(self, query, q_id, route, restriction): + # initialization + + ini_node_type = route[0] + + try: + type_restr = "".join(restriction[ini_node_type]) + except: + type_restr = "" + + ini_dict = self.text_retriever.retrieve(query + " " + type_restr, q_id=q_id, topk=self.ini_k, node_type=ini_node_type) + current_node_ids = list(ini_dict.keys()) + + + # initialize the bm_vector_dict + bm_vector_dict = {key: [value] for key, value in ini_dict.items()} + + # initilization for paths + paths = {} + for c_id in current_node_ids: + paths[c_id] = [c_id] + + # loop + hops = len(route) + # for hop/layer + for hop in range(0, hops-2, 2): + new_paths = {} + + cur_node_type = route[hop] + next_node_type = route[hop+2] + edge_type = route[hop+1] + next_node_ids = [] + + new_vector_dict = {} + # for node + for node_id in current_node_ids: + neighbor_ids = self.skb.get_neighbor_nodes(idx=node_id, edge_type=edge_type) + next_node_ids.extend(neighbor_ids) + + # ***** update paths and score_vector_dict ***** + for neighbor_id in neighbor_ids: + if neighbor_id not in new_paths.keys(): # only add new node + new_paths[neighbor_id] = paths[node_id] + [neighbor_id] + new_vector_dict[neighbor_id] = bm_vector_dict[node_id] + [-1] # -1 for padding + + + bm_vector_dict = new_vector_dict + + + + # ***** layer text retrieval ***** + # if there is restriction for the next node, add text_retriever + if next_node_type in restriction.keys() and len(restriction[next_node_type]) > 0 and restriction[next_node_type] != [""]: + try: + + retrieve_dict = self.text_retriever.retrieve(query+" "+"".join(restriction[next_node_type]), q_id=q_id, topk=self.mor_k, node_type=route[hop+2]) + + new_query = query+ " " + "".join(restriction[next_node_type]) + + # take union + next_node_ids.extend(list(set(retrieve_dict.keys()))) + + # ***** update paths and bm_vector_dict ***** + for c_id in retrieve_dict.keys(): + if c_id not in new_paths.keys(): + new_paths[c_id] = [c_id] + bm_vector_dict[c_id] = [retrieve_dict[c_id]] + + except: + pass + + + paths = new_paths + current_node_ids = list(set(next_node_ids)) + + + candidates = current_node_ids + + self.paths.append(paths) + self.bm_vector_dict.append(bm_vector_dict) + + + return candidates + + def merge_candidate_pools(self, non_empty_candidates_lists): + + # if only one non-empy candidates list left, return it as a set + if len(non_empty_candidates_lists) == 1: + return set(non_empty_candidates_lists[0]) + + # find the intersection candidates ids + result = set(non_empty_candidates_lists[0]) + for lst in non_empty_candidates_lists[1:]: + result.intersection_update(lst) + + # if the intersection is empty, return the union of all candidates + if len(result) == 0: + result = set() + for lst in non_empty_candidates_lists: + result.update(lst) + + return list(result) + + def get_mor_candidates(self, query, q_id, valid_routes, restriction): + + # Step 1: Get candidates for each route + candidates_pool = [] + for route in valid_routes: + if route[0] in restriction.keys() and len(restriction[route[0]]) > 0: + candidates_pool.append(self.get_candidates4route(query, q_id, route, restriction)) # topk is the candidates retrieved from textual retriever + + + # remove empty lists from candidates + non_empty_candidates_lists = [lst for lst in candidates_pool if lst] + if len(non_empty_candidates_lists) == 0: + + return {} + + + # Step 2: Combine candidates from different routes, try intersection first, then union + candidates = self.merge_candidate_pools(non_empty_candidates_lists) # candidates is a list + + # step 3: score the candidates, ini to -1 + pred_dict = dict(zip(candidates, [-1]*len(candidates))) + # print(f"111, {pred_dict}") + + return pred_dict + + def check_topk(self, query, q_id, pred_dict): + + missing = self.topk - len(set(pred_dict.keys())) + if missing > 0: + added_dict = self.text_retriever.retrieve(query, q_id, topk=self.topk+20, node_type=self.target_type_list) # +20 make it more safe + available_nodes = {key: value for key, value in added_dict.items() if key not in pred_dict.keys()} + sorted_available_nodes = sorted(available_nodes.items(), key=lambda x: x[1], reverse=True) + # Select only the required number of nodes to fill the missing slots + selected_nodes = dict(sorted_available_nodes[:missing]) + + # Update pred_dict with the selected nodes + pred_dict.update(selected_nodes) + + # updata paths + for node_id in selected_nodes.keys(): + self.paths[node_id] = [node_id] + + # update bm_vector_dict + new_bm_vector_dict = {key: [value] for key, value in selected_nodes.items()} + self.bm_vector_dict.update(new_bm_vector_dict) + + scored_dict = self.scorer.score(query, q_id=q_id, candidate_ids=list(pred_dict.keys())) + + if len(scored_dict) > self.topk: + # initiliaze the new_paths + new_paths = {} + + # Select the top-k nodes based on the scores + sorted_scored_dict = sorted(scored_dict.items(), key=lambda x: x[1], reverse=True) + scored_dict = dict(sorted_scored_dict[:self.topk]) + + # update paths + for node_id in scored_dict.keys(): + new_paths[node_id] = self.paths[node_id] + + self.paths = new_paths + + # update bm_vector_dict + new_bm_vector_dict = {node_id: self.bm_vector_dict[node_id] for node_id in scored_dict.keys()} + self.bm_vector_dict = new_bm_vector_dict + + + return scored_dict + + + # check fixed negtopk + def check_negtopk(self, query, q_id, pred_dict, ans_ids): + # check the positive nodes + pos_ids = [node_id for node_id in ans_ids if node_id in pred_dict.keys()] + pos_dict = {key: value for key, value in pred_dict.items() if key in pos_ids} + neg_ids = pred_dict.keys() - set(pos_ids) + neg_dict = {key: value for key, value in pred_dict.items() if key in neg_ids} + + # check the number of negative nodes + missing = self.num_negs - len(neg_ids) + + if missing > 0: + + added_dict = self.text_retriever.retrieve(query, q_id, topk=self.num_negs+200, node_type=self.target_type_list) # +20 make it more safe + available_nodes = {key: value for key, value in added_dict.items() if key not in pred_dict.keys() and key not in ans_ids} + sorted_available_nodes = sorted(available_nodes.items(), key=lambda x: x[1], reverse=True) + # Select only the required number of nodes to fill the missing slots + selected_nodes = dict(sorted_available_nodes[:missing]) + + # Update pred_dict with the selected nodes + neg_dict.update(selected_nodes) + + # updata paths + for node_id in selected_nodes.keys(): + self.paths[node_id] = [node_id] + + # update bm_vector_dict + new_bm_vector_dict = {key: [value] for key, value in selected_nodes.items()} + self.bm_vector_dict.update(new_bm_vector_dict) + + + scored_neg_dict = self.scorer.score(query, q_id=q_id, candidate_ids=list(neg_dict.keys())) + if pos_dict: + scored_pos_dict = self.scorer.score(query, q_id=q_id, candidate_ids=list(pos_dict.keys())) + else: + scored_pos_dict = {} + + if len(scored_neg_dict) > self.num_negs: + # Select the top-k nodes based on the scores + sorted_scored_neg_dict = sorted(scored_neg_dict.items(), key=lambda x: x[1], reverse=True) + scored_neg_dict = dict(sorted_scored_neg_dict[:self.num_negs]) + + + + scored_neg_dict.update(scored_pos_dict) + scored_dict = scored_neg_dict + print(len(scored_dict)) + + # update paths + new_paths = {} + for node_id in scored_dict.keys(): + new_paths[node_id] = self.paths[node_id] + self.paths = new_paths + + # update bm_vector_dict + new_bm_vector_dict = {node_id: self.bm_vector_dict[node_id] for node_id in scored_dict.keys()} + self.bm_vector_dict = new_bm_vector_dict + + + return scored_dict + + + def forward(self, query, q_id, ans_ids, rg, args): + + self.paths = [] + self.bm_vector_dict = [] + self.ada_score = {} + # ***** Structural Retrieval ***** + + # reasoning grpah to routes + if self.dataset_name == "prime": + routes = rg["Metapath"] + else: + routes = self.rg2routes(rg) + + # check valid + valid_routes = self.check_valid(routes, rg) # add check for restriction + + if valid_routes is None: + # do textual retrieval + pred_dict = self.text_retriever.retrieve(query, q_id, topk=self.topk, node_type=self.target_type_list) + + # update bm_vector_dict + self.bm_vector_dict = {key: [value] for key, value in pred_dict.items()} + + else: + # truncate the valid_routes + if self.dataset_name == "prime": + pass + else: + valid_routes = [route[-5:] for route in valid_routes] + + + # do structural retrieval + restriction = rg["Restriction"] + pred_dict = self.get_mor_candidates(query, q_id, valid_routes, restriction) + self.mor_count += 1 + + + # **** combine paths **** + if self.paths: + self.paths = combine_dicts(self.paths, pred_dict=pred_dict) # return dict + else: + self.paths = {} + for node_id in pred_dict.keys(): + self.paths[node_id] = [node_id] + + # ***** combine bm_vector_dict ***** + if isinstance(self.bm_vector_dict, list): + self.bm_vector_dict = combine_dicts(self.bm_vector_dict, pred_dict=pred_dict) + + # **** fix neg for training; fix candidates for testing **** + if args.mod == "train": + # check neg topk + pred_dict = self.check_negtopk(query, q_id, pred_dict, ans_ids) + else: + # check topk + pred_dict = self.check_topk(query, q_id, pred_dict) + + + # **** length padding and truncate ***** + if self.dataset_name != "prime": + self.paths = fix_length(self.paths) + + if len(self.paths) != len(pred_dict): + print(f"paths: {self.paths}") + print(f"pred_dict: {pred_dict}") + raise ValueError(f"Length mismatch between paths and pred_dict: {len(self.paths)}, {len(pred_dict)}") + + output = { + "query": query, + "pred_dict": pred_dict, + "ans_ids": ans_ids, + 'paths': self.paths, + 'bm_vector_dict': self.bm_vector_dict, + 'rg': rg + } + + + return output + +if __name__ == "__main__": + print(f"Test mor4path") + + diff --git a/Reasoning/structural_retriever/__pycache__/stru4path.cpython-311.pyc b/Reasoning/structural_retriever/__pycache__/stru4path.cpython-311.pyc new file mode 100644 index 0000000000000000000000000000000000000000..450a4ca834fc4078a608d5ff97b0036faace858e Binary files /dev/null and b/Reasoning/structural_retriever/__pycache__/stru4path.cpython-311.pyc differ diff --git a/Reasoning/structural_retriever/stru4path.py b/Reasoning/structural_retriever/stru4path.py new file mode 100644 index 0000000000000000000000000000000000000000..dcc60832ea098324f1a5b0a34c039774c0c298ed --- /dev/null +++ b/Reasoning/structural_retriever/stru4path.py @@ -0,0 +1,305 @@ +""" +input: rg +output (fixed 100 candidates, for path-based reranking): +{ + "query": query, + "pred_dict": {node_id: score}, + "ans_ids": [], + 'paths': {node_id: [node_ids_path]} +} + +""" +import sys +import os +sys.path.append(os.path.dirname(os.path.abspath(os.getcwd()))) + +from utils import combine_dicts, parse_metapath, get_scorer, get_text_retriever, fix_length +from models.model import ModelForSTaRKQA +import time + + + +class Stru4Path(ModelForSTaRKQA): + def __init__(self, dataset_name, text_retriever_name, scorer_name, skb, topk=100): + super(Stru4Path, self).__init__(skb) + self.dataset_name = dataset_name + self.text_retriever = get_text_retriever(dataset_name, text_retriever_name, skb) + self.scorer = get_scorer(dataset_name, scorer_name=scorer_name, skb=skb) + # self.scorer = self.text_retriever + self.topk = topk + self.node_type_list = skb.node_type_lst() + self.edge_type_list = skb.rel_type_lst() + if self.dataset_name == "prime": + self.tp_list = skb.get_tuples() + self.target_type_list = skb.candidate_types + else: + self.tp_dict = {(tp[0], tp[-1]): tp[1] for tp in skb.get_tuples()} + self.target_type_list = ['paper' if dataset_name == 'mag' else 'product'] + + self.skb = skb + self.ini_k = 5 # topk for initial retrieval + self.stru_count = 0 + + + + + def rg2routes(self, rg): + """ + input: rg: {"Metapath": "", "Restriction": {}} + output: routes: [['paper', 'author', 'paper'], ['paper', 'paper']] + """ + # parse rg + metapath = rg["Metapath"] + if isinstance(rg["Metapath"], list): + routes = rg["Metapath"] + elif isinstance(rg["Metapath"], str): + routes = parse_metapath(metapath) + else: + return None + + return routes + + def check_valid(self, routes, rg): + # check the length of routes + if not routes: + # raise ValueError(f"Empty routes: {routes}") + return None + + if len(routes) == 1 and len(routes[0]) == 1: # single node, directly do text retrieval + return 1 + + # Step 1: Filter routes by target type + target_type_valid_routes = [ + route for route in routes if route[-1] in self.target_type_list + ] + if not target_type_valid_routes: + return None + + # Step 2: Filter routes by node and edge type + type_valid_routes = [ + route + for route in target_type_valid_routes + if all( + node in self.node_type_list or node in self.edge_type_list + for node in route + ) + ] + if not type_valid_routes: + return None + + # Step 3: Check existence of relations + relation_valid_routes = [] + for route in type_valid_routes: + if self.dataset_name == "prime": + triplets = [ + (route[i], route[i + 1], route[i + 2]) + for i in range(0, len(route) - 2, 2) + ] + + if all(tp in self.tp_list for tp in triplets): + relation_valid_routes.append(route) + else: + pairs = [(route[i], route[i + 1]) for i in range(len(route) - 1)] + if all(tp in self.tp_dict.keys() for tp in pairs): + relations = [self.tp_dict[tp] for tp in pairs] + + # make route with relations + new_route = [] + for i in range(len(relations)): + new_route.append(pairs[i][0]) + new_route.append(relations[i]) + new_route.append(pairs[-1][-1]) + # print(f"222, {new_route}") + + relation_valid_routes.append(new_route) + + if not relation_valid_routes: + return None + + return relation_valid_routes + + def get_candidates4route(self, query, q_id, route, restriction): + # initialization + + ini_node_type = route[0] + + try: + extra_restr = "".join(restriction[ini_node_type]) + except: + extra_restr = "" + ini_dict = self.text_retriever.retrieve(query + " " + extra_restr, q_id=q_id, topk=self.ini_k, node_type=ini_node_type) + current_node_ids = list(ini_dict.keys()) + + # initilization for paths + paths = {} + for c_id in current_node_ids: + paths[c_id] = [c_id] + + # loop + hops = len(route) + # for hop/layer + for hop in range(0, hops-2, 2): + new_paths = {} + + cur_node_type = route[hop] + next_node_type = route[hop+2] + edge_type = route[hop+1] + next_node_ids = [] + + # for node + for node_id in current_node_ids: + neighbor_ids = self.skb.get_neighbor_nodes(idx=node_id, edge_type=edge_type) + next_node_ids.extend(neighbor_ids) + + # **x*** update paths ***** + for neighbor_id in neighbor_ids: + new_paths[neighbor_id] = paths[node_id] + [neighbor_id] + + + paths = new_paths + + current_node_ids = list(set(next_node_ids)) + + candidates = current_node_ids + self.paths.append(paths) + + + return candidates + + def merge_candidate_pools(self, non_empty_candidates_lists): + + + # if only one non-empy candidates list left, return it as a set + if len(non_empty_candidates_lists) == 1: + return set(non_empty_candidates_lists[0]) + # find the intersection candidates ids + result = set(non_empty_candidates_lists[0]) + for lst in non_empty_candidates_lists[1:]: + result.intersection_update(lst) + + # if the intersection is empty, return the union of all candidates + if len(result) == 0: + result = set() + for lst in non_empty_candidates_lists: + result.update(lst) + + + + return list(result) + + def get_mor_candidates(self, query, q_id, valid_routes, restriction): + + # Step 1: Get candidates for each route + candidates_pool = [] + for route in valid_routes: + if route[0] in restriction.keys() and len(restriction[route[0]]) > 0: + candidates_pool.append(self.get_candidates4route(query, q_id, route, restriction)) # topk is the candidates retrieved from textual retriever + + non_empty_candidates_lists = [lst for lst in candidates_pool if lst] + if not non_empty_candidates_lists: # no candidates, return empty dict + print(f"123, {non_empty_candidates_lists}") + + # raise ValueError("No candidates for any route") + return {} + + + # Step 2: Combine candidates from different routes, try intersection first, then union + candidates = self.merge_candidate_pools(candidates_pool) # candidates is a list + if not candidates: + return {} + + + # step 3: score the candidates, ini to -1 + pred_dict = dict(zip(candidates, [-1]*len(candidates))) + # print(f"111, {pred_dict}") + + return pred_dict + + + + def forward(self, query, q_id, ans_ids, rg): + + self.paths = [] + # ***** Structural Retrieval ***** + + # reasoning grpah to routes + s_time = time.time() + routes = self.rg2routes(rg) + # print(f"444, {time.time()-s_time}") + + # check valid + s_time = time.time() + valid_routes = self.check_valid(routes, rg) # add check for restriction + # print(f"555, {time.time()-s_time}") + + if valid_routes is None: + # return empty dict + return { + "query": query, + "pred_dict": {}, + "ans_ids": ans_ids, + 'paths': {}, + 'query_pattern': rg['Metapath'] + } + elif valid_routes == 1: # TODO: empty string + print(f"1234: {valid_routes}") + # do text retrieval + pred_dict = self.text_retriever.retrieve(query, q_id=q_id, topk=self.topk, node_type=f'{self.target_type_list[0]}') + + else: + # do structural retrieval + # truncate the valid_routes + if self.dataset_name == "prime": + pass + else: + valid_routes = [route[-5:] for route in valid_routes] + + restriction = rg["Restriction"] + pred_dict = self.get_mor_candidates(query, q_id, valid_routes, restriction) + self.stru_count += 1 + + # **** combine paths **** + if self.paths: + self.paths = combine_dicts(self.paths, pred_dict=pred_dict) # return dict + + else: + self.paths = {} + for node_id in pred_dict.keys(): + self.paths[node_id] = [node_id] + + # if retrieved candidates is empty, return empty dict + if not pred_dict: + return { + "query": query, + "pred_dict": {}, + "ans_ids": ans_ids, + 'paths': {}, + 'query_pattern': rg['Metapath'] + } + + # score the candidates + pred_dict = self.scorer.score(query, q_id, list(pred_dict.keys())) + + # # **** length padding and truncate ***** + # self.paths = fix_length(self.paths) + + if len(self.paths) != len(pred_dict): + print(f"paths: {self.paths}") + print(f"pred_dict: {pred_dict}") + raise ValueError(f"Length mismatch between paths and pred_dict: {len(self.paths)}, {len(pred_dict)}") + + output = { + "query": query, + "pred_dict": pred_dict, + "ans_ids": ans_ids, + 'paths': self.paths, + 'query_pattern': rg['Metapath'], + 'rg': rg + } + + + return output + + + + diff --git a/Reasoning/text_retrievers/__init__.py b/Reasoning/text_retrievers/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..3417f1c26994c2c0070505673fda10e9da65f729 --- /dev/null +++ b/Reasoning/text_retrievers/__init__.py @@ -0,0 +1,4 @@ +from .stark_model import ModelForSTaRKQA +from .ada import Ada +from .bm25 import BM25 +from .contriever import Contriever \ No newline at end of file diff --git a/Reasoning/text_retrievers/__pycache__/__init__.cpython-311.pyc b/Reasoning/text_retrievers/__pycache__/__init__.cpython-311.pyc new file mode 100644 index 0000000000000000000000000000000000000000..c354a19ba811f02246d6044090bde70746adb30f Binary files /dev/null and b/Reasoning/text_retrievers/__pycache__/__init__.cpython-311.pyc differ diff --git a/Reasoning/text_retrievers/__pycache__/ada.cpython-311.pyc b/Reasoning/text_retrievers/__pycache__/ada.cpython-311.pyc new file mode 100644 index 0000000000000000000000000000000000000000..52561bda48095a084adac1d046bad70c884a947e Binary files /dev/null and b/Reasoning/text_retrievers/__pycache__/ada.cpython-311.pyc differ diff 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b/Reasoning/text_retrievers/__pycache__/stark_model.cpython-311.pyc differ diff --git a/Reasoning/text_retrievers/ada.py b/Reasoning/text_retrievers/ada.py new file mode 100644 index 0000000000000000000000000000000000000000..4ca444034080ff001fcc87482977dc3722da709d --- /dev/null +++ b/Reasoning/text_retrievers/ada.py @@ -0,0 +1,66 @@ + +""" +input: query, query_id, candidates_ids +output: pred_dict: {node_id: similarity} +""" + +import sys +from pathlib import Path +# Get the absolute path of the current script +current_file = Path(__file__).resolve() +project_root = current_file.parents[2] +# Add the project root to the system path +sys.path.append(str(project_root)) +import torch +from Reasoning.text_retrievers.stark_model import ModelForSTaRKQA + +class Ada(ModelForSTaRKQA): + def __init__(self, skb, dataset_name, device): + super(Ada, self).__init__(skb) + self.emb_dir = f"{project_root}/Reasoning/data/emb/{dataset_name}/" + self.query_emb_path = self.emb_dir + "text-embedding-ada-002/query/query_emb_dict.pt" + self.query_emb_dict = torch.load(self.query_emb_path) + # print(f"777, {self.query_emb_path}") + + self.candidate_emb_path = self.emb_dir + "text-embedding-ada-002/doc/candidate_emb_dict.pt" + self.candidate_emb_dict = torch.load(self.candidate_emb_path) + self.device = device + + assert len(self.candidate_emb_dict) == len(self.candidate_ids) + + candidate_embs = [self.candidate_emb_dict[idx].view(1, -1) for idx in self.candidate_ids] + self.candidate_embs = torch.cat(candidate_embs, dim=0).to(device) + + def score(self, query, q_id, candidate_ids): + """ + pred_dict[node_id] = similarity (tensor) + + """ + # Dimension of query_emb: torch.Size([1, emb_dim]) + query_emb = self.query_emb_dict[q_id].view(1, -1) + # Dimension of candidates_embs: torch.Size([num_candidates, emb_dim]) + # # candidates_embs = self.candidate_embs[candidates_ids] + candi_embs = [self.candidate_emb_dict[c_id].view(1, -1) for c_id in candidate_ids] + candidates_embs = torch.cat(candi_embs, dim=0).to(self.device) + # Dimension of similarity: torch.Size([num_candidates]) + similarity = torch.matmul(query_emb.to(self.device), candidates_embs.T).squeeze(dim=0).cpu() + pred_dict = {} + for i in range(len(candidate_ids)): + pred_dict[candidate_ids[i]] = similarity[i].item() + + return pred_dict + + def retrieve(self, query, q_id, topk, node_type=None): + # Dimension of query_emb: torch.Size([1, emb_dim]) + query_emb = self.query_emb_dict[q_id].view(1, -1) + + similarity = torch.matmul(query_emb.to(self.device), self.candidate_embs.T).cpu() + if isinstance(query, str): + pred_dict = dict(zip(self.candidate_ids, similarity.view(-1))) + + sorted_pred_ids = sorted(pred_dict, key=lambda x: pred_dict[x], reverse=True) + selected_pred_ids = sorted_pred_ids[:topk] + pred_dict = {id: pred_dict[id].item() for id in selected_pred_ids} + print(f"sorted: {pred_dict}") + + return pred_dict diff --git a/Reasoning/text_retrievers/bm25.py b/Reasoning/text_retrievers/bm25.py new file mode 100644 index 0000000000000000000000000000000000000000..f6c57204a9e47a535cff5b61cb8c2e0a4d3ac1c2 --- /dev/null +++ b/Reasoning/text_retrievers/bm25.py @@ -0,0 +1,108 @@ +""" +input: query, node_type, topk +output: pred_dict: {node_id: score} + +""" +import bm25s +from tqdm import tqdm +import sys +from pathlib import Path +# Get the absolute path of the current script +current_file = Path(__file__).resolve() +project_root = current_file.parents[2] +# Add the project root to the system path +sys.path.append(str(project_root)) + +from Reasoning.text_retrievers.stark_model import ModelForSTaRKQA + +target_type = {'amazon': 'product', 'prime': 'combine', 'mag': 'paper'} + +class BM25(ModelForSTaRKQA): + + def __init__(self, skb, dataset_name): + super(BM25, self).__init__(skb) + self.retrievers = {} + self.text_to_ids = {} + type_names = skb.node_type_lst() + self.nodeid_to_index = {} + + self.target_type = target_type[dataset_name] + + if self.target_type not in type_names: + ids = skb.get_candidate_ids() + + + corpus = [skb.get_doc_info(id) for id in tqdm(ids, desc=f"Gathering docs for combine")] + retriever = bm25s.BM25(corpus=corpus) + retriever.index(bm25s.tokenize(corpus)) + # Build hash map from text to node_id + text_to_id = {hash(text): id for text, id in zip(corpus, ids)} + # Store the retriever and text_to_id by type_name + self.retrievers[self.target_type] = retriever + self.text_to_ids[self.target_type] = text_to_id + + self.nodeid_to_index[self.target_type] = {id: i for i, id in enumerate(ids)} + + # Initialize retrievers and text-to-index maps for each type_name + for type_name in type_names: + ids = skb.get_node_ids_by_type(type_name) + + # we manually replace '&' with '_and_' to avoid the error in BM25, because BM25 uses '&' as a special character and will not tokenize it + corpus = [skb.get_doc_info(id).replace('&', '_and_').replace('P.O.R', 'P_dot_O_dot_R') for id in tqdm(ids, desc=f"Gathering docs for {type_name}")] + # Create the BM25 model for the current type_name + retriever = bm25s.BM25(corpus=corpus) + retriever.index(bm25s.tokenize(corpus)) + + # Build hash map from text to index + text_to_id = {hash(text): id for text, id in zip(corpus, ids)} + + # Store the retriever and text_to_id by type_name + self.retrievers[type_name] = retriever + self.text_to_ids[type_name] = text_to_id + + # build map from node_id to index + self.nodeid_to_index[type_name] = {id: i for i, id in enumerate(ids)} + + def score(self, query, q_id, candidate_ids): + pred_dict = {} + + for c_id in candidate_ids: + type_name = self.skb.get_node_type_by_id(c_id) + score = self.retrievers[type_name].get_scores(list(bm25s.tokenize(query)[1].keys()))[self.nodeid_to_index[type_name][c_id]] # save the query tokens + pred_dict[c_id] = score + + # print(f"999, {pred_dict}") + + return pred_dict + + def retrieve(self, query, q_id, topk, node_type=None): + + """ + Forward pass to compute similarity scores for the given query. + + Args: + query (str): Query string. + + Returns: + pred_dict (dict): A dictionary of candidate ids and their corresponding similarity scores. + """ + if '&' in query: + query = query.replace('&', '_and_') + if 'P.O.R' in query: + query = query.replace('P.O.R', 'P_dot_O_dot_R') + if isinstance(node_type, list): + if len(node_type) > 1: + node_type = 'combine' + else: + node_type = node_type[0] + results, scores = self.retrievers[node_type].retrieve(bm25s.tokenize(query), k=topk) + ids = [self.text_to_ids[node_type][hash(result.item())] for result in results[0]] + scores = scores[0].tolist() + pred_dict = dict(zip(ids, scores)) + # print(f"666, {pred_dict}") + + return pred_dict + +if __name__ == '__main__': + print(f"Testing BM25") + \ No newline at end of file diff --git a/Reasoning/text_retrievers/contriever.py b/Reasoning/text_retrievers/contriever.py new file mode 100644 index 0000000000000000000000000000000000000000..053ea140102c2ff32eabf5c8206cdd4b64bbf8b9 --- /dev/null +++ b/Reasoning/text_retrievers/contriever.py @@ -0,0 +1,78 @@ + +""" +input: query, query_id, candidates_ids +output: pred_dict: {node_id: similarity} +""" +import heapq +import sys +from pathlib import Path +# Get the absolute path of the current script +current_file = Path(__file__).resolve() +project_root = current_file.parents[2] +# Add the project root to the system path +sys.path.append(str(project_root)) +from stark_qa.tools.api_lib.openai_emb import get_contriever, get_contriever_embeddings +import torch +from Reasoning.text_retrievers.stark_model import ModelForSTaRKQA + +class Contriever(ModelForSTaRKQA): + def __init__(self, skb, dataset_name, device): + super(Contriever, self).__init__(skb) + self.emb_dir = f"{project_root}/Reasoning/data/emb/{dataset_name}/" + + self.query_emb_path = self.emb_dir + "contriever/query_no_rel_no_compact/query_emb_dict.pt" + self.query_emb_dict = torch.load(self.query_emb_path) + + self.candidate_emb_path = self.emb_dir + "contriever/doc_no_rel_no_compact/candidate_emb_dict.pt" + self.candidate_emb_dict = torch.load(self.candidate_emb_path) + self.device = device + + assert len(self.candidate_emb_dict) == len(self.candidate_ids) + + candidate_embs = [self.candidate_emb_dict[idx].view(1, -1) for idx in self.candidate_ids] + self.candidate_embs = torch.cat(candidate_embs, dim=0).to(device) + + # load contriever for query embeddings + self.encoder, self.tokenizer = get_contriever(dataset_name=dataset_name) + self.encoder = self.encoder.to(device) + + + def score(self, query, q_id, candidate_ids): + """ + pred_dict[node_id] = similarity (tensor) + + """ + + + # Dimension of query_emb: torch.Size([1, emb_dim]) + query_emb = self.query_emb_dict[q_id].view(1, -1) + + # Dimension of candidates_embs: torch.Size([num_candidates, emb_dim]) + candi_embs = [self.candidate_emb_dict[c_id].view(1, -1) for c_id in candidate_ids] + candidates_embs = torch.cat(candi_embs, dim=0).to(self.device) + # Dimension of similarity: torch.Size([num_candidates]) + similarity = torch.matmul(query_emb.to(self.device), candidates_embs.T).squeeze(dim=0).cpu() + pred_dict = {} + for i in range(len(candidate_ids)): + pred_dict[candidate_ids[i]] = similarity[i].item() + + return pred_dict + + def retrieve(self, query, q_id, topk, node_type=None): + # Dimension of query_emb: torch.Size([1, emb_dim]) + query_emb = get_contriever_embeddings(query, encoder=self.encoder, tokenizer=self.tokenizer, device=self.device) + + similarity = torch.matmul(query_emb.to(self.device), self.candidate_embs.T).cpu() + + if isinstance(query, str): + pred_dict = dict(zip(self.candidate_ids, similarity.view(-1))) + + + selected_pred_ids = heapq.nlargest(topk, pred_dict, key=pred_dict.get) + pred_dict = {id: pred_dict[id].item() for id in selected_pred_ids} + + + return pred_dict + +if __name__ == '__main__': + print("Testing Contriever") \ No newline at end of file diff --git a/Reasoning/text_retrievers/stark_model.py b/Reasoning/text_retrievers/stark_model.py new file mode 100644 index 0000000000000000000000000000000000000000..082d58ba36638b53602f6d20b091a67a60b82f76 --- /dev/null +++ b/Reasoning/text_retrievers/stark_model.py @@ -0,0 +1,151 @@ +import os +import os.path as osp +from typing import Any, Union, List, Dict +import torch +import torch.nn as nn + +import sys +from pathlib import Path +# Get the absolute path of the current script +current_file = Path(__file__).resolve() +project_root = current_file.parents[2] +# Add the project root to the system path +sys.path.append(str(project_root)) + +from stark_qa.tools.api import get_api_embeddings, get_sentence_transformer_embeddings +from stark_qa.tools.local_encoder import get_llm2vec_embeddings, get_gritlm_embeddings +from stark_qa.evaluator import Evaluator + + +class ModelForSTaRKQA(nn.Module): + + def __init__(self, skb, query_emb_dir='.'): + """ + Initializes the model with the given knowledge base. + + Args: + skb: Knowledge base containing candidate information. + """ + super(ModelForSTaRKQA, self).__init__() + self.skb = skb + + self.candidate_ids = skb.candidate_ids + self.num_candidates = skb.num_candidates + self.query_emb_dir = query_emb_dir + + query_emb_path = osp.join(self.query_emb_dir, 'query_emb_dict.pt') + if os.path.exists(query_emb_path): + print(f'Load query embeddings from {query_emb_path}') + self.query_emb_dict = torch.load(query_emb_path) + else: + self.query_emb_dict = {} + self.evaluator = Evaluator(self.candidate_ids) + + def forward(self, + query: Union[str, List[str]], + candidates: List[int] = None, + query_id: Union[int, List[int]] = None, + **kwargs: Any) -> Dict[str, Any]: + """ + Forward pass to compute predictions for the given query. + + Args: + query (Union[str, list]): Query string or a list of query strings. + candidates (Union[list, None]): A list of candidate ids (optional). + query_id (Union[int, list, None]): Query index (optional). + + Returns: + pred_dict (dict): A dictionary of predicted scores or answer ids. + """ + raise NotImplementedError + + def get_query_emb(self, + query: Union[str, List[str]], + query_id: Union[int, List[int]], + emb_model: str = 'text-embedding-ada-002', + **encode_kwargs) -> torch.Tensor: + """ + Retrieves or computes the embedding for the given query. + + Args: + query (str): Query string. + query_id (int): Query index. + emb_model (str): Embedding model to use. + + Returns: + query_emb (torch.Tensor): Query embedding. + """ + if isinstance(query_id, int): + query_id = [query_id] + if isinstance(query, str): + query = [query] + + encode_kwargs['is_query'] = True + if query_id is None: + query_emb = get_embeddings(query, emb_model, **encode_kwargs) + elif set(query_id).issubset(set(list(self.query_emb_dict.keys()))): + query_emb = torch.concat([self.query_emb_dict[qid] for qid in query_id], dim=0) + else: + query_emb = get_embeddings(query, emb_model, **encode_kwargs) + for qid, emb in zip(query_id, query_emb): + self.query_emb_dict[qid] = emb.view(1, -1) + torch.save(self.query_emb_dict, osp.join(self.query_emb_dir, 'query_emb_dict.pt')) + + query_emb = query_emb.view(len(query), -1) + return query_emb + + def evaluate(self, + pred_dict: Dict[int, float], + answer_ids: Union[torch.LongTensor, List[Any]], + metrics: List[str] = ['mrr', 'hit@3', 'recall@20'], + **kwargs: Any) -> Dict[str, float]: + """ + Evaluates the predictions using the specified metrics. + + Args: + pred_dict (Dict[int, float]): Predicted answer ids or scores. + answer_ids (torch.LongTensor): Ground truth answer ids. + metrics (List[str]): A list of metrics to be evaluated, including 'mrr', 'hit@k', 'recall@k', + 'precision@k', 'map@k', 'ndcg@k'. + + Returns: + Dict[str, float]: A dictionary of evaluation metrics. + """ + return self.evaluator(pred_dict, answer_ids, metrics) + + def evaluate_batch(self, + pred_ids: List[int], + pred: torch.Tensor, + answer_ids: Union[torch.LongTensor, List[Any]], + metrics: List[str] = ['mrr', 'hit@3', 'recall@20'], + **kwargs: Any) -> Dict[str, float]: + return self.evaluator.evaluate_batch(pred_ids, pred, answer_ids, metrics) + + +def get_embeddings(text, model_name, **encode_kwargs): + """ + Get embeddings for the given text using the specified model. + + Args: + model_name (str): Model name. + text (Union[str, List[str]]): The input text to be embedded. + + Returns: + torch.Tensor: Embedding of the input text. + """ + if isinstance(text, str): + text = [text] + + if 'GritLM' in model_name: + emb = get_gritlm_embeddings(text, model_name, **encode_kwargs) + elif 'LLM2Vec' in model_name: + emb = get_llm2vec_embeddings(text, model_name, **encode_kwargs) + elif 'all-mpnet-base-v2' in model_name or 'dunzhang/stella_en_1.5B_v5' in model_name: + emb = get_sentence_transformer_embeddings(text, model_name, **encode_kwargs) + else: + emb = get_api_embeddings(text, model_name, **encode_kwargs) + return emb.view(len(text), -1) + + +if __name__ == '__main__': + print("Testing ModelForSTaRKQA...") \ No newline at end of file diff --git a/Reasoning/utils.py b/Reasoning/utils.py new file mode 100644 index 0000000000000000000000000000000000000000..c5af5de7033341f4e1762be60778f3e2aae0c92c --- /dev/null +++ b/Reasoning/utils.py @@ -0,0 +1,116 @@ +from Reasoning.text_retrievers.bm25 import BM25 +from Reasoning.text_retrievers.ada import Ada +from Reasoning.text_retrievers.contriever import Contriever + + +def combine_dicts(dicts_list, pred_dict): + if len(dicts_list) == 1: + return dicts_list[0] + combined_dict = {} + + for d in dicts_list: + for key, value in d.items(): + if key in combined_dict: + # for route dict, the values are lists, keep the longest list + if len(value) > len(combined_dict[key]): + combined_dict[key] = value + else: + combined_dict[key] = value + + # if the two reasoning paths have intersection, only keep the keys in pred_dict + combined_dict = {key: combined_dict[key] for key in pred_dict.keys()} + + + return combined_dict + +def fix_length(paths_dict): + max_length = 3 + new_paths_dict = {} + + for key, value in paths_dict.items(): + if len(value) > max_length: + value = value[-max_length:] + if len(value) < max_length: + # padding with -1 at the beginning + value = [-1] * (max_length - len(value)) + value + new_paths_dict[key] = value + + return new_paths_dict + + + +def parse_metapath(metapath): + """ + input: metapath: "paper -> author -> paper <- paper" + output: routes: [['paper', 'author', 'paper'], ['paper', 'paper']] + """ + + def parse(remain_list, direction): + """ + input: remain_list: ["paper", "->", "author", "->", "paper", "<-", "paper"] + direction: "->" + output: route: ["paper", "author", "paper"] + remain_list: ["paper", "<-", "paper"] + """ + route = [] + i = 0 + while i < len(remain_list)-1 and remain_list[i+1] == direction: + route.append(remain_list[i]) + i += 2 + route.append(remain_list[i]) + + if direction == "<-": + route.reverse() + + remain_list = None if len(remain_list) == i+1 else remain_list[i:] + + return route, remain_list + + + remain_list = metapath.split(' ') + # print(f"111, {remain_list}") + + if len(remain_list) == 1: # single node + return [remain_list] + + routes = [] + while remain_list is not None: + if remain_list[1] == "<-": + route, remain_list = parse(remain_list, "<-") + + elif remain_list[1] == "->": + route, remain_list = parse(remain_list, "->") + + else: + # raise ValueError(f"Invalid metapath: {metapath}") + return None + + routes.append(route) + + return routes + + +def get_text_retriever(dataset_name, retriever_name, skb, **kwargs): + if retriever_name == "bm25": + return BM25(skb, dataset_name) + elif retriever_name == "ada": + return Ada(skb, dataset_name, kwargs.get("device", 'cuda')) + elif retriever_name == "contriever": + return Contriever(skb, dataset_name, kwargs.get("device", 'cuda')) + else: + raise ValueError(f"Invalid retriever name: {retriever_name}") + + +def get_scorer(dataset_name, scorer_name, skb, **kwargs): + if scorer_name == "bm25": + return BM25(skb, dataset_name) + elif scorer_name == "ada": + return Ada(skb, dataset_name, kwargs.get("device",'cuda')) + elif scorer_name == "contriever": + return Contriever(skb, dataset_name, kwargs.get("device", 'cuda')) + else: + raise ValueError(f"Invalid scorer name: {scorer_name}") + + +if __name__ == "__main__": + print(f"Test utils") \ No newline at end of file diff --git a/Reranking/__pycache__/rerank.cpython-311.pyc b/Reranking/__pycache__/rerank.cpython-311.pyc new file mode 100644 index 0000000000000000000000000000000000000000..8d07ba1fed4b891905f6772b322d3d68d60eb66b Binary files /dev/null and b/Reranking/__pycache__/rerank.cpython-311.pyc differ diff --git a/Reranking/__pycache__/utils.cpython-311.pyc b/Reranking/__pycache__/utils.cpython-311.pyc new file mode 100644 index 0000000000000000000000000000000000000000..6a549dfe98421f1afdaeb1088d838992e3b49a61 Binary files /dev/null and b/Reranking/__pycache__/utils.cpython-311.pyc differ diff --git a/Reranking/data/checkpoints/amazon/best.pth b/Reranking/data/checkpoints/amazon/best.pth new file mode 100644 index 0000000000000000000000000000000000000000..2e49a0f6a2590d89fecdb933d8d447fd2f3b1d04 --- /dev/null +++ b/Reranking/data/checkpoints/amazon/best.pth @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a4ef56bf1095b28283a5bc451556e238b31d36285df39b1a84b9c5c65f1900a2 +size 804607 diff --git a/Reranking/data/checkpoints/mag/best.pth b/Reranking/data/checkpoints/mag/best.pth new file mode 100644 index 0000000000000000000000000000000000000000..936072092c55f0d8ea984e4e4787fb2d75e078ae --- /dev/null +++ b/Reranking/data/checkpoints/mag/best.pth @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b25c04fcb5fa1210fe8ca10bb7c1b3f3aad592ec0e501a1ccc330b92772550f1 +size 804620 diff --git a/Reranking/data/checkpoints/prime/best.pth b/Reranking/data/checkpoints/prime/best.pth new file mode 100644 index 0000000000000000000000000000000000000000..87fcb0386e542c747d8a20848835c5c8ac631337 --- /dev/null +++ b/Reranking/data/checkpoints/prime/best.pth @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d1e4e24531067e798b975e33689cc87645a2daa9d736df1e8ac0474f72154ce0 +size 804633 diff --git a/Reranking/rerank.py b/Reranking/rerank.py new file mode 100644 index 0000000000000000000000000000000000000000..36c8df4eb28afd5b635f9855e77e7dafd4bfcc5e --- /dev/null +++ b/Reranking/rerank.py @@ -0,0 +1,375 @@ +import sys +import os +sys.path.append(os.path.dirname(os.path.abspath(os.getcwd()))) +from stark_qa import load_skb + + +from torch.utils.data import Dataset, DataLoader +import torch +from tqdm import tqdm +import numpy as np +import torch.nn as nn + +from Reranking.utils import move_to_cuda, seed_everything +from Reranking.rerankers.path import PathReranker +import torch.nn.functional as F +import argparse +import pickle as pkl + + + + +class TestDataset(Dataset): + """ + data format: { + "query": query, + "pred_dict": {node_id: score}, + 'score_vector_dict': {node_id: [bm25, bm_25, bm25, ada]}, + "text_emb_dict": {node_id: text_emb}, + "ans_ids": [], + } + +""" + + def __init__(self, saved_data, args): + + print(f"Start processing test dataset...") + self.text2emb_dict = saved_data['text2emb_dict'] + self.data = saved_data['data'] + + self.text_emb_matrix = list(self.text2emb_dict.values()) + self.text_emb_matrix = torch.concat(self.text_emb_matrix, dim=0) + + # make the mapping between the key of text2emb_dict and the index of text_emb_matrix + self.text2idx_dict = {key: idx for idx, key in enumerate(self.text2emb_dict.keys())} + + self.args = args + + + + + def __len__(self): + return len(self.data) + + def __getitem__(self, idx): + + if self.args.dataset_name == 'amazon': + # change from the str to index + self.data[idx]['text_emb_dict'] = {key: self.text2idx_dict[value] for key, value in self.data[idx]['text_emb_dict'].items()} + else: + # sort the pred_dict by the score + pred_dict = self.data[idx]['pred_dict'] + sorted_ids = sorted(pred_dict.keys(), key=lambda x: pred_dict[x], reverse=True) + # get the top 50 candidates + sorted_ids = sorted_ids[:50] + # get the score vector + self.data[idx]['score_vector_dict'] = {key: self.data[idx]['score_vector_dict'][key] for key in sorted_ids} + # get the symb_enc_dict + self.data[idx]['symb_enc_dict'] = {key: self.data[idx]['symb_enc_dict'][key] for key in sorted_ids} + # change from the str to index + self.data[idx]['text_emb_dict'] = {key: self.text2idx_dict[value] for key, value in self.data[idx]['text_emb_dict'].items()} + self.data[idx]['text_emb_dict'] = {key: self.data[idx]['text_emb_dict'][key] for key in sorted_ids} + + + + return self.data[idx] + + + def collate_batch(self, batch): + + # q + batch_q = [batch[i]['query'] for i in range(len(batch))] + q_text = batch_q + + # c + batch_c = [list(batch[i]['score_vector_dict'].keys()) for i in range(len(batch))] # [batch, 100] + batch_c = torch.tensor(batch_c) + c_score_vector = [list(batch[i]['score_vector_dict'].values()) for i in range(len(batch))] # [batch, 100, 4] + c_score_vector = torch.tensor(c_score_vector) + c_score_vector = c_score_vector[:, :, :self.args.vector_dim] + + # c_symb_enc + c_symb_enc = [list(batch[i]['symb_enc_dict'].values()) for i in range(len(batch))] + c_symb_enc = torch.tensor(c_symb_enc) # [bs, 100, 3] + + # c_text_emb + c_text_emb = [self.text_emb_matrix[list(batch[i]['text_emb_dict'].values())].unsqueeze(0) for i in range(len(batch))] + c_text_emb = torch.concat(c_text_emb, dim=0) # [bs, 100, 768] + + + # ans_ids + ans_ids = [batch[i]['ans_ids'] for i in range(len(batch))] # list of ans_ids + + # pred_ids + pred_ids = batch_c.tolist() + + + # Create a dictionary for the batch + feed_dict = { + 'query': q_text, + 'c_score_vector': c_score_vector, + 'c_text_emb': c_text_emb, + 'c_symb_enc': c_symb_enc, + 'ans_ids': ans_ids, + 'pred_ids': pred_ids + + } + + + return feed_dict + + +# ***** batch_evaluator ***** +def batch_evaluator(skb, scores_cand, ans_ids, batch): + + results = {} + + # **** batch wise evaluation **** + # evaluate + candidates_ids = skb.candidate_ids + id_to_idx = {candidate_id: idx for idx, candidate_id in enumerate(candidates_ids)} + + + # initialize the pred_matrix + pred_matrix = torch.zeros((scores_cand.shape[0],len(candidates_ids))) + + + # get the index of each pred_ids + # flatten the pred_ids + flat_pred_ids = torch.tensor(batch['pred_ids']).flatten().tolist() + + + # get the index of each pred_ids + pred_idx = [id_to_idx[pred_id] for pred_id in flat_pred_ids] + + + # reshape the pred_idx + pred_idx = torch.tensor(pred_idx).reshape(scores_cand.shape[0], -1) # [bs, 100] + + # move pred_matrix to the device + pred_matrix = pred_matrix.to(scores_cand.device) + + # advanced indexing + pred_matrix[torch.arange(scores_cand.shape[0]).unsqueeze(1), pred_idx] = scores_cand.squeeze(-1) # [bs, num_candidates] + + + # Create a mapping from candidate IDs to their indices for faster lookup + + + # Flatten ans_ids to a single list and map them to indices + flat_ans_idx = [id_to_idx[a_id] for sublist in ans_ids for a_id in sublist] + + # Create the row indices for ans_matrix corresponding to the answers + row_indices = torch.repeat_interleave(torch.arange(len(ans_ids)), torch.tensor([len(sublist) for sublist in ans_ids])) + + # Create the answer matrix + ans_matrix = torch.zeros((scores_cand.shape[0], len(candidates_ids)), device=scores_cand.device) + ans_matrix[row_indices, torch.tensor(flat_ans_idx, device=scores_cand.device)] = 1 + + + + # batch computing hit1 + # find the index of the max score + max_score, max_idx = torch.max(pred_matrix, dim=1) + # check the label of the max idx + batch_hit1 = ans_matrix[torch.arange(scores_cand.shape[0]), max_idx] + hit1_list = batch_hit1.tolist() + + + # batch computing hit@5 + _, top5_idx = torch.topk(pred_matrix, 5, dim=1) + batch_hit5 = ans_matrix[torch.arange(scores_cand.shape[0]).unsqueeze(1), top5_idx] + + # max with each row + batch_hit5 = torch.max(batch_hit5, dim=1)[0] + hit5_list = batch_hit5.tolist() + + + + # batch computing recall@20 + _, top20_idx = torch.topk(pred_matrix, 20, dim=1) + batch_recall20 = ans_matrix[torch.arange(scores_cand.shape[0]).unsqueeze(1), top20_idx] + # sum with each row + batch_recall20 = torch.sum(batch_recall20, dim=1) + # divide by the sum of the ans_matrix along the row + batch_recall20 = batch_recall20 / torch.sum(ans_matrix, dim=1) + recall20_list = batch_recall20.tolist() + + + + # batch computing mrr + # find the highest rank of the answer + _, rank_idx = torch.sort(pred_matrix, dim=1, descending=True) + # query the answer matrix with the rank_idx + batch_mrr = ans_matrix[torch.arange(scores_cand.shape[0]).unsqueeze(1), rank_idx] + # find the first rank of the answer + batch_mrr = torch.argmax(batch_mrr, dim=1) + # add 1 to the rank + batch_mrr += 1 + # divide by the rank + batch_mrr = 1 / batch_mrr.float() + mrr_list = batch_mrr.tolist() + + + results['hit@1'] = hit1_list + results['hit@5'] = hit5_list + results['recall@20'] = recall20_list + results['mrr'] = mrr_list + + + return results + + + +# ***** evaluate ***** +@torch.no_grad() +def evaluate(router, test_loader, skb): + + + router.eval() + + all_results = { + "hit@1": [], + "hit@5": [], + "recall@20": [], + "mrr": [] + } + avg_results = { + "hit@1": 0, + "hit@5": 0, + "recall@20": 0, + "mrr": 0 + } + + + # save the scores and ans_ids, and pred_ids + pred_list = [] + scores_cand_list = [] + ans_ids_list = [] + print(f"Start evaluating...") + # use tqdm to show the progress + for idx, batch in enumerate(tqdm(test_loader, desc='Evaluating', position=0)): + # print(f"idx: {idx}") + batch = move_to_cuda(batch) + + # Check if the model is wrapped in DataParallel + if isinstance(router, nn.DataParallel): + scores_cand = router.module.eval_batch(batch) # q_emb: [bs, 100], c_emb: [bs*100, 100] + else: + scores_cand = router.eval_batch(batch) + + + # ans_ids + ans_ids = batch['ans_ids'] + + results = batch_evaluator(skb, scores_cand, ans_ids, batch) + + + for key in results.keys(): + all_results[key].extend(results[key]) + + # save the scores and ans_ids, and pred_ids + pred_list.extend(batch['pred_ids']) + scores_cand_list.extend(scores_cand.cpu().tolist()) + ans_ids_list.extend(ans_ids) + + + + for key in avg_results.keys(): + avg_results[key] = np.mean(all_results[key]) + + print(f"Results: {avg_results}") + + + + return avg_results + + +def parse_args(): + + parser = argparse.ArgumentParser(description="Run PathRouter with dynamic combinations of embeddings.") + + # dataset_name + parser.add_argument("--dataset_name", type=str, default="mag", help="Name of the dataset.") + + # Add arguments for model configurations + parser.add_argument("--device", type=str, default="cuda", help="Device to run the model (e.g., 'cuda' or 'cpu').") + + + # add concat_num + parser.add_argument("--concat_num", type=int, default=0, help="Number of concatenation of embeddings.") + + # checkpoint save path + parser.add_argument("--checkpoint_path", type=str, default="./data/checkpoints", help="Path saves the checkpoints.") + + # similarity vector dim + parser.add_argument("--vector_dim", type=int, default=4, help="Dimension of the similarity vector.") + + + # Parse the base arguments + args = parser.parse_args() + return args + + +def get_concat_num(combo): + """ + Determine the value of concat_num based on the combination of embeddings. + - score_vec adds +1 + - text_emb adds +1 + - symb_enc adds +3 + """ + concat_num = 0 + if combo.get("score_vec", False): # If score_vec is True + concat_num += 1 + if combo.get("text_emb", False): # If text_emb is True + concat_num += 1 + if combo.get("symb_enc", False): # If symb_enc is True + concat_num += 3 + + + return concat_num + + +def run(test_data, skb, dataset_name): + + + + test_size = 64 + test_dataset = TestDataset(test_data, args=args) + test_loader = DataLoader(test_dataset, batch_size=test_size, num_workers=32, collate_fn=test_dataset.collate_batch) + + # load the model + print(f"Load the model...") + args.checkpoint_path = args.checkpoint_path + f"/{dataset_name}/best.pth" + router = PathReranker(socre_vector_input_dim=4, text_emb_input_dim=768, symb_enc_dim=3, args=args) + checkpoint = torch.load(args.checkpoint_path) + router.load_state_dict(checkpoint) + router = router.to(args.device) + + # evalute + test_results = evaluate(router, test_loader, skb) + print(f"Test evaluation") + print(test_results) + + return test_results + +if __name__ == "__main__": + + combo = { + "text_emb": True, + "score_vec": True, + "symb_enc": True + } + concat_num = get_concat_num(combo) + + base_args = parse_args() + args = argparse.Namespace(**vars(base_args), **combo) + args.concat_num = concat_num + dataset_name = args.dataset_name + + test_data_path = f"../{dataset_name}_test.pkl" + with open(test_data_path, 'rb') as f: + test_data = pkl.load(f) + skb = load_skb(dataset_name) + results = run(test_data, skb, dataset_name) + \ No newline at end of file diff --git a/Reranking/rerankers/__pycache__/node.cpython-311.pyc b/Reranking/rerankers/__pycache__/node.cpython-311.pyc new file mode 100644 index 0000000000000000000000000000000000000000..5d1d2ef6ded9aeffc9c992d94cce0caed08c3808 Binary files /dev/null and b/Reranking/rerankers/__pycache__/node.cpython-311.pyc differ diff --git a/Reranking/rerankers/__pycache__/path.cpython-311.pyc b/Reranking/rerankers/__pycache__/path.cpython-311.pyc new file mode 100644 index 0000000000000000000000000000000000000000..254e5ff47adb381dbd0c9af06c59fe78d9a491ab Binary files /dev/null and b/Reranking/rerankers/__pycache__/path.cpython-311.pyc differ diff --git a/Reranking/rerankers/node.py b/Reranking/rerankers/node.py new file mode 100644 index 0000000000000000000000000000000000000000..ec887fb2df461302cb1a16c5809da7f96257432c --- /dev/null +++ b/Reranking/rerankers/node.py @@ -0,0 +1,87 @@ +import torch.nn as nn + + + +# ***** Reranking Model ***** +class Contriever(nn.Module): + def __init__(self, encoder, emb_dim=768): + super(Contriever, self).__init__() + self.encoder = encoder + self.emb_dim = emb_dim + + def mean_pooling(self, token_embs, mask): + token_embs = token_embs.masked_fill(~mask[..., None].bool(), 0.0) + sentence_embeddings = token_embs.sum(dim=1) / (mask.sum(dim=1)[..., None].clamp(min=1e-9)) + return sentence_embeddings + + def encode_seq(self, input_ids, attention_mask, token_type_ids=None): + # Combine inputs into a dictionary + enc = {'input_ids': input_ids, 'attention_mask': attention_mask} + if token_type_ids is not None: + enc['token_type_ids'] = token_type_ids + + outputs = self.encoder(**enc) + # Mean pooling of last hidden states + embedded = self.mean_pooling(outputs[0], attention_mask) + # print(f"777, {embedded.shape}") + return embedded + + def get_text_emb(self, input_ids, attention_mask, token_type_ids): + emb = self.encode_seq(input_ids=input_ids, attention_mask=attention_mask, token_type_ids=token_type_ids) + + return emb + + def eval_batch(self, batch): + # q_emb: [batch_size/num_gpus, token_dim] + q_emb = self.get_text_emb(batch['q_enc_input_ids'], batch['q_enc_attention_mask'], batch['q_enc_token_type_ids']) + + # c_emb: [batch_size * num_candidates/num_gpus, token_dim] + c_emb = self.get_text_emb(batch['c_enc_input_ids'], batch['c_enc_attention_mask'], batch['c_enc_token_type_ids']) + + + + return q_emb, c_emb + + def forward(self, batch): + + # q_emb: [batch_size/num_gpus, token_dim] + q_emb = self.get_text_emb(batch['q_enc_input_ids'], batch['q_enc_attention_mask'], batch['q_enc_token_type_ids']) + # p_emb: [batch_size*max_len/num_gpus, token_dim] + p_emb = self.get_text_emb(batch['pos_enc_input_ids'], batch['pos_enc_attention_mask'], batch['pos_enc_token_type_ids']) + # n_emb: [batch_size*max_len*num_sampled_negs/num_gpus, token_dim] + n_emb = self.get_text_emb(batch['neg_enc_input_ids'], batch['neg_enc_attention_mask'], batch['neg_enc_token_type_ids']) + + + + return q_emb, p_emb, n_emb + + +# ***** Reranking Model ***** +class NodeRouter(nn.Module): + def __init__(self, input_dim=2, output_dim=1, emb_dim=128): + super(NodeRouter, self).__init__() + self.fc1 = nn.Linear(input_dim, emb_dim) + self.fc2 = nn.Linear(emb_dim, output_dim) + self.relu = nn.ReLU() + + def eval_batch(self, batch): + scores_cand = self.fc1(batch['c_scores']) + scores_cand = self.relu(scores_cand) + scores_cand = self.fc2(scores_cand) + scores_cand = self.relu(scores_cand) + + return scores_cand + + def forward(self, batch): + scores_pos = self.fc1(batch['p_scores']) + scores_neg = self.fc1(batch['n_scores']) + scores_pos = self.relu(scores_pos) + scores_neg = self.relu(scores_neg) + + scores_pos = self.fc2(scores_pos) + scores_neg = self.fc2(scores_neg) + scores_pos = self.relu(scores_pos) + scores_neg = self.relu(scores_neg) + + return scores_pos, scores_neg + \ No newline at end of file diff --git a/Reranking/rerankers/path.py b/Reranking/rerankers/path.py new file mode 100644 index 0000000000000000000000000000000000000000..957f7d49d5f43ca4cc1fb5a401a139b20bac0228 --- /dev/null +++ b/Reranking/rerankers/path.py @@ -0,0 +1,107 @@ +import torch.nn as nn +import torch + +# ***** Reranking Model ***** +# two linear layers +class PathReranker(nn.Module): + def __init__(self, socre_vector_input_dim=4, text_emb_input_dim=768, symb_enc_dim=3, output_dim=1, emb_dim=256, args=None): + super(PathReranker, self).__init__() + self.score_vec_enc = nn.Linear(socre_vector_input_dim, emb_dim) + self.text_emb_enc = nn.Linear(text_emb_input_dim, emb_dim) + self.symb_enc = nn.Embedding(symb_enc_dim, emb_dim) + self.fc1 = nn.Linear(emb_dim*args.concat_num, output_dim) + self.fc2 = nn.Linear(output_dim, 1) + self.relu = nn.ReLU() + self.args = args + + + + def eval_batch(self, batch): + + embeddings = [] + + if self.args.text_emb: + # Encode the text embedding and apply ReLU + text_emb_c = self.relu(self.text_emb_enc(batch['c_text_emb'])) # [bs, 100, emb_dim] + embeddings.append(text_emb_c) + + + if self.args.score_vec: + # Encode the score vector and apply ReLU + score_vector_c = self.relu(self.score_vec_enc(batch['c_score_vector'])) # [bs, 100, emb_dim] + + embeddings.append(score_vector_c) + + + if self.args.symb_enc: + # encode the symbolic embedding and apply ReLU + symb_enc_c = self.relu(self.symb_enc(batch['c_symb_enc'])) + # reshape the symbolic embedding + symb_enc_c = torch.reshape(symb_enc_c, (symb_enc_c.shape[0], symb_enc_c.shape[1], -1)) + embeddings.append(symb_enc_c) + + + if len(embeddings) > 1: + emb_c = torch.cat(embeddings, dim=-1) + else: + emb_c = embeddings[0] + + + # Feed the concatenated embeddings to the final layer + emb_c = self.fc1(emb_c) # [bs, 100, emb_dim] + scores_c = self.fc2(emb_c) # [bs, 100, 1] + + return scores_c + + + def forward(self, batch): + + embeddings_pos = [] + embeddings_neg = [] + + if self.args.text_emb: + # Encode the text embedding and apply ReLU + text_emb_pos = self.relu(self.text_emb_enc(batch['p_text_emb'])) + text_emb_neg = self.relu(self.text_emb_enc(batch['n_text_emb'])) + embeddings_pos.append(text_emb_pos) + embeddings_neg.append(text_emb_neg) + + if self.args.score_vec: + # Encode the score vector and apply ReLU + score_vector_pos = self.relu(self.score_vec_enc(batch['p_score_vector'])) + score_vector_neg = self.relu(self.score_vec_enc(batch['n_score_vector'])) + embeddings_pos.append(score_vector_pos) + embeddings_neg.append(score_vector_neg) + + + if self.args.symb_enc: + # encode the symbolic embedding and apply ReLU + symb_enc_pos = self.relu(self.symb_enc(batch['p_symb_enc'])) + # reshape the symbolic embedding + symb_enc_pos = torch.reshape(symb_enc_pos, (symb_enc_pos.shape[0], -1)) + + symb_enc_neg = self.relu(self.symb_enc(batch['n_symb_enc'])) + # reshape the symbolic embedding + symb_enc_neg = torch.reshape(symb_enc_neg, (symb_enc_neg.shape[0], symb_enc_neg.shape[1], -1)) # [bs, neg_sp, path_len * emb_dim] + + embeddings_pos.append(symb_enc_pos) + embeddings_neg.append(symb_enc_neg) + + + if len(embeddings_pos) > 1: + pos = torch.cat(embeddings_pos, dim=-1) + neg = torch.cat(embeddings_neg, dim=-1) + else: + pos = embeddings_pos[0] + neg = embeddings_neg[0] + + + + # Feed the concatenated embeddings to the final layer + pos = self.fc1(pos) + neg = self.fc1(neg) + scores_pos = self.fc2(pos) + scores_neg = self.fc2(neg) + + return scores_pos, scores_neg + \ No newline at end of file diff --git a/Reranking/train_eval_path_amazon.py b/Reranking/train_eval_path_amazon.py new file mode 100644 index 0000000000000000000000000000000000000000..949ecd88f94652951f6a9d560597e5437105b3a0 --- /dev/null +++ b/Reranking/train_eval_path_amazon.py @@ -0,0 +1,694 @@ +import sys +sys.path.append(os.path.dirname(os.path.abspath(os.getcwd()))) + +import pickle as pkl +from torch.utils.data import Dataset, DataLoader +import torch +from tqdm import tqdm +import wandb +import numpy as np +import time +from torch_scatter import segment_csr, scatter_mean +from itertools import product +from transformers import AutoModel, AutoTokenizer, AutoConfig +import torch.nn as nn +from torch.nn import CrossEntropyLoss +import random +from collections import defaultdict +import os + +from Reranking.utils import move_to_cuda, seed_everything +from Reranking.rerankers.path import PathReranker +from utils import ModelForSTaRKQA +from stark_qa import load_qa, load_skb +import torch.nn.functional as F +import argparse +import json +import time + + +seed_everything(42) + +# ***** Dataset ***** +class TrainDataset(Dataset): + """ + Custom Dataset for the training data. + Each instance contains multiple positive and negative candidates. + """ + def __init__(self, saved_data, max_neg_candidates=100): + """ + 10s for 1000 data + """ + print(f"start processing training dataset...") + s_time = time.time() + self.max_neg_candidates = max_neg_candidates + self.sorted_query2neg = defaultdict(list) + + + self.text2emb_dict = saved_data['text2emb_dict'] + self.data = saved_data['data'] + + + # separage neg and pos, and prepare query, pos pairs + new_data = [] + + for i in range(len(self.data)): + neg_ids = [] + pos_ids = [] + item = self.data[i] + + + candidates_dict = item['pred_dict'] + ans_ids = item['ans_ids'] + # pos_ids = ans_ids + for ans_id in ans_ids: + if ans_id in candidates_dict.keys(): + pos_ids.append(ans_id) + neg_ids = list(set(candidates_dict.keys()) - set(pos_ids)) + + # load scores vector + score_vector_dict = item['score_vector_dict'] + + # load the text path, str format + text_emb_dict = item['text_emb_dict'] + + # load the symb_enc_dict + symb_enc_dict = item['symb_enc_dict'] + + + self.data[i]['pos_ids'] = pos_ids + self.data[i]['neg_ids'] = neg_ids + + query = item['query'] + for pos_id in pos_ids: + new_data.append((query, score_vector_dict[pos_id], self.text2emb_dict[text_emb_dict[pos_id]], symb_enc_dict[pos_id])) + + + # print(f"new_data: {new_data}") + + neg_dict = {neg_id: candidates_dict[neg_id] for neg_id in neg_ids} + sorted_neg_ids = sorted(neg_dict.keys(), key=lambda x: neg_dict[x], reverse=True) # return list + + + self.sorted_query2neg[query] = [(score_vector_dict[neg_id], self.text2emb_dict[text_emb_dict[neg_id]], symb_enc_dict[neg_id]) for neg_id in sorted_neg_ids] + + + self.data = new_data + print(f"Complete data preparation") + print(f"Time: {time.time() - s_time}") + + + + + def __len__(self): + return len(self.data) + + def __getitem__(self, idx): + + return self.data[idx] + + def collate_batch(self, pairs): + s_time = time.time() + + # q + batch_q = [pair[0] for pair in pairs] # q is text + q_text = batch_q + # print(f"q111, {q_text}") + + + # pos + # get the score vector + batch_p_score_vector = [pair[1] for pair in pairs] # p is score vector + batch_p_score_vector = torch.tensor(batch_p_score_vector) # [bs, 4] + batch_p_score_vector = batch_p_score_vector[:, :args.vector_dim] + # get the text emb + batch_p_text_emb = [pair[2] for pair in pairs] # p is text emb + batch_p_text_emb = torch.concat(batch_p_text_emb, dim=0) # [bs, 768] + # get the symb_enc + batch_p_symb_enc = [pair[3] for pair in pairs] # p is symb_enc + batch_p_symb_enc = torch.tensor(batch_p_symb_enc) # [bs, 3] + + + # Negative samples + batch_n = [random.choices(self.sorted_query2neg[query], k=self.max_neg_candidates) for query in batch_q] # allow duplicates + + + # get the score vector + batch_n_score_vector = [pair[0] for sublist in batch_n for pair in sublist] + batch_n_score_vector = torch.tensor(batch_n_score_vector) # [bs*100, 4] + # reshape to [bs, 100, 4] + batch_n_score_vector = batch_n_score_vector.reshape(len(batch_q), self.max_neg_candidates, -1) # [bs, 100, 4] + batch_n_score_vector = batch_n_score_vector[:, :, :args.vector_dim] + + # get the text emb + batch_n_text_emb = [pair[1] for sublist in batch_n for pair in sublist] + batch_n_text_emb = torch.concat(batch_n_text_emb, dim=0) # [bs*100, 768] + # reshape to [bs, 100, 768] + batch_n_text_emb = batch_n_text_emb.reshape(len(batch_q), self.max_neg_candidates, -1) # [bs, 100, 768] + + # get the symb_enc + batch_n_symb_enc = [pair[2] for sublist in batch_n for pair in sublist] + batch_n_symb_enc = torch.tensor(batch_n_symb_enc) # [bs*100, 3] + # reshape to [bs, 100, 3] + batch_n_symb_enc = batch_n_symb_enc.reshape(len(batch_q), self.max_neg_candidates, -1) # [bs, 100, 3] + + + + + + # Create a dictionary for the batch + feed_dict = { + 'query': q_text, + 'p_score_vector': batch_p_score_vector, + 'p_text_emb': batch_p_text_emb, + 'p_symb_enc': batch_p_symb_enc, + 'n_score_vector': batch_n_score_vector, + 'n_text_emb': batch_n_text_emb, + 'n_symb_enc': batch_n_symb_enc, + + } + + + return feed_dict + + +class TestDataset(Dataset): + """ + data format: { + "query": query, + "pred_dict": {node_id: score}, + 'score_vector_dict': {node_id: [bm25, bm_25, bm25, ada]}, + "text_emb_dict": {node_id: text_emb}, + "ans_ids": [], + } + +""" + + def __init__(self, saved_data): + + print(f"Start processing test dataset...") + self.text2emb_dict = saved_data['text2emb_dict'] + self.data = saved_data['data'] + + self.text_emb_matrix = list(self.text2emb_dict.values()) + self.text_emb_matrix = torch.concat(self.text_emb_matrix, dim=0) + + # make the mapping between the key of text2emb_dict and the index of text_emb_matrix + self.text2idx_dict = {key: idx for idx, key in enumerate(self.text2emb_dict.keys())} + + print(f"Complete data preparation: {len(self.data)}") + + + + + def __len__(self): + return len(self.data) + + def __getitem__(self, idx): + # ***** amazon ***** + # change from the str to index + self.data[idx]['text_emb_dict'] = {key: self.text2idx_dict[value] for key, value in self.data[idx]['text_emb_dict'].items()} + + return self.data[idx] + + def collate_batch(self, batch): + + # q + batch_q = [batch[i]['query'] for i in range(len(batch))] + q_text = batch_q + + # c + batch_c = [list(batch[i]['score_vector_dict'].keys()) for i in range(len(batch))] # [batch, 100] + batch_c = torch.tensor(batch_c) + # print(f"111, {batch_c.shape}") + c_score_vector = [list(batch[i]['score_vector_dict'].values()) for i in range(len(batch))] # [batch, 100, 4] + c_score_vector = torch.tensor(c_score_vector)[:, :, :args.vector_dim] # [batch, 100, 4] + + + # print(f"222, {c_vector.shape}") + # c_text_emb + # c_text_emb = [torch.concat(list(batch[i]['text_emb_dict'].values()), dim=0).unsqueeze(0) for i in range(len(batch))] + c_text_emb = [self.text_emb_matrix[list(batch[i]['text_emb_dict'].values())].unsqueeze(0) for i in range(len(batch))] + c_text_emb = torch.concat(c_text_emb, dim=0) # [bs, 100, 768] + + # c_symb_enc + c_symb_enc = [list(batch[i]['symb_enc_dict'].values()) for i in range(len(batch))] + c_symb_enc = torch.tensor(c_symb_enc) # [bs, 100, 3] + + + # ans_ids + ans_ids = [batch[i]['ans_ids'] for i in range(len(batch))] # list of ans_ids + + # pred_ids + pred_ids = batch_c.tolist() + + + # Create a dictionary for the batch + feed_dict = { + 'query': q_text, + 'c_score_vector': c_score_vector, + 'c_text_emb': c_text_emb, + 'c_symb_enc': c_symb_enc, + 'ans_ids': ans_ids, + 'pred_ids': pred_ids + + } + + + + return feed_dict + + +# ******* loss function ******** +def loss_fn(scores_pos, scores_neg): + + loss_fct = CrossEntropyLoss(ignore_index=-1) + + # Combine scores + scores = torch.cat([scores_pos, scores_neg.squeeze(-1)], dim=1) # B x (1 + max_neg_candidates*B) + # print(f"scores: {scores.shape}") + + # Create target + target = torch.zeros(scores.size(0), dtype=torch.long).to(scores.device) + + # Compute loss + loss = loss_fct(scores, target) + + return loss + +# ***** pairwise loss ***** +def pairwise_loss(scores_pos, scores_neg, margin=0.5): + # scores_pos: [bs, 1] + # scores_neg: [bs, 100, 1] + + # Compute loss + differences = scores_pos.unsqueeze(1) - scores_neg - margin # [bs, 100, 1] + differences = differences.view(-1) # [bs*100] + loss = F.relu(-differences).mean() # Standard pairwise loss + + return loss + + +def batch_evaluator(skb, scores_cand, ans_ids, batch): + + results = {} + + # **** batch wise evaluation **** + # evaluate + candidates_ids = skb.candidate_ids + id_to_idx = {candidate_id: idx for idx, candidate_id in enumerate(candidates_ids)} + + + # initialize the pred_matrix + pred_matrix = torch.zeros((scores_cand.shape[0],len(candidates_ids))) + + + # get the index of each pred_ids + # flatten the pred_ids + flat_pred_ids = torch.tensor(batch['pred_ids']).flatten().tolist() + + + # get the index of each pred_ids + pred_idx = [id_to_idx[pred_id] for pred_id in flat_pred_ids] + + + # reshape the pred_idx + pred_idx = torch.tensor(pred_idx).reshape(scores_cand.shape[0], -1) # [bs, 100] + + # move pred_matrix to the device + pred_matrix = pred_matrix.to(scores_cand.device) + + # advanced indexing + pred_matrix[torch.arange(scores_cand.shape[0]).unsqueeze(1), pred_idx] = scores_cand.squeeze(-1) # [bs, num_candidates] + + + + # Create a mapping from candidate IDs to their indices for faster lookup + + + # Flatten ans_ids to a single list and map them to indices + flat_ans_idx = [id_to_idx[a_id] for sublist in ans_ids for a_id in sublist] + + # Create the row indices for ans_matrix corresponding to the answers + row_indices = torch.repeat_interleave(torch.arange(len(ans_ids)), torch.tensor([len(sublist) for sublist in ans_ids])) + + # Create the answer matrix + ans_matrix = torch.zeros((scores_cand.shape[0], len(candidates_ids)), device=scores_cand.device) + ans_matrix[row_indices, torch.tensor(flat_ans_idx, device=scores_cand.device)] = 1 + + + + + + # batch computing hit1 + # find the index of the max score + max_score, max_idx = torch.max(pred_matrix, dim=1) + # check the label of the max idx + batch_hit1 = ans_matrix[torch.arange(scores_cand.shape[0]), max_idx] + hit1_list = batch_hit1.tolist() + + + + + # batch computing hit@5 + _, top5_idx = torch.topk(pred_matrix, 5, dim=1) + batch_hit5 = ans_matrix[torch.arange(scores_cand.shape[0]).unsqueeze(1), top5_idx] + + # max with each row + batch_hit5 = torch.max(batch_hit5, dim=1)[0] + hit5_list = batch_hit5.tolist() + + + + # batch computing recall@20 + _, top20_idx = torch.topk(pred_matrix, 20, dim=1) + batch_recall20 = ans_matrix[torch.arange(scores_cand.shape[0]).unsqueeze(1), top20_idx] + # sum with each row + batch_recall20 = torch.sum(batch_recall20, dim=1) + # divide by the sum of the ans_matrix along the row + batch_recall20 = batch_recall20 / torch.sum(ans_matrix, dim=1) + recall20_list = batch_recall20.tolist() + + + + + # batch computing mrr + # find the highest rank of the answer + _, rank_idx = torch.sort(pred_matrix, dim=1, descending=True) + # query the answer matrix with the rank_idx + batch_mrr = ans_matrix[torch.arange(scores_cand.shape[0]).unsqueeze(1), rank_idx] + # find the first rank of the answer + batch_mrr = torch.argmax(batch_mrr, dim=1) + # add 1 to the rank + batch_mrr += 1 + # divide by the rank + batch_mrr = 1 / batch_mrr.float() + mrr_list = batch_mrr.tolist() + + + + + results['hit@1'] = hit1_list + results['hit@5'] = hit5_list + results['recall@20'] = recall20_list + results['mrr'] = mrr_list + + + + + + + return results + + + +# ***** evaluate ***** +@torch.no_grad() +def evaluate(reranker, test_loader): + + + reranker.eval() + + all_results = { + "hit@1": [], + "hit@5": [], + "recall@20": [], + "mrr": [] + } + avg_results = { + "hit@1": 0, + "hit@5": 0, + "recall@20": 0, + "mrr": 0 + } + + + # save the scores and ans_ids, and pred_ids + pred_list = [] + scores_cand_list = [] + ans_ids_list = [] + # use tqdm to show the progress + for idx, batch in enumerate(tqdm(test_loader, desc='Evaluating', position=0)): + batch = move_to_cuda(batch) + + # Check if the model is wrapped in DataParallel + if isinstance(reranker, nn.DataParallel): + scores_cand = reranker.module.eval_batch(batch) # q_emb: [bs, 100], c_emb: [bs*100, 100] + else: + scores_cand = reranker.eval_batch(batch) + + + # ans_ids + ans_ids = batch['ans_ids'] + + results = batch_evaluator(skb, scores_cand, ans_ids, batch) + + + for key in results.keys(): + all_results[key].extend(results[key]) + + # save the scores and ans_ids, and pred_ids + pred_list.extend(batch['pred_ids']) + scores_cand_list.extend(scores_cand.cpu().tolist()) + ans_ids_list.extend(ans_ids) + + + + for key in avg_results.keys(): + avg_results[key] = np.mean(all_results[key]) + + print(f"Results: {avg_results}") + + + + return avg_results + + +# ***** train ***** +def main(train_data, val_data, test_data, skb, dataset_name, args): + + + epochs = args.epochs + device = args.device + + train_size = args.train_batch_size + test_size = 64 + + train_dataset = TrainDataset(train_data) + train_loader = DataLoader(train_dataset, batch_size=train_size, num_workers=32, collate_fn=train_dataset.collate_batch, drop_last=True) + + test_dataset = TestDataset(test_data) + test_loader = DataLoader(test_dataset, batch_size=test_size, num_workers=32, collate_fn=test_dataset.collate_batch) + + val_dataset = TestDataset(val_data) + val_loader = DataLoader(val_dataset, batch_size=test_size, num_workers=32, collate_fn=val_dataset.collate_batch) + + + # ***** Model ***** + reranker = PathReranker(socre_vector_input_dim=args.vector_dim, text_emb_input_dim=768, symb_enc_dim=3, args=args) + save_dir = f"./data/checkpoints/{dataset_name}/path" + os.makedirs(save_dir, exist_ok=True) + + reranker.to(device) + # # parallel processing + reranker = nn.DataParallel(reranker) + + + optimizer = torch.optim.Adam(reranker.parameters(), lr=args.lr) + best_val_hit1 = float('-inf') + + + val_results = evaluate(reranker, val_loader) + print(f"Val evaluation") + print(val_results) + + + test_results = evaluate(reranker, test_loader) + print(f"Test evaluation") + print(test_results) + + # log both val and test results + wandb.log({'val_mrr': val_results['mrr'], 'val_hit1': val_results['hit@1'], 'val_hit5': val_results['hit@5'], 'val_recall@20': val_results['recall@20'], + 'test_mrr': test_results['mrr'], 'test_hit1': test_results['hit@1'], 'test_hit5': test_results['hit@5'], 'test_recall@20': test_results['recall@20']}) + + best_test_results = {} + for epoch in tqdm(range(epochs), desc='Training Epochs', position=0): + total_loss = 0.0 + reranker.train() + count = 0 + total_instances = 0 + + for batch in tqdm(train_loader): + # print(batch) + batch = move_to_cuda(batch) + # print(batch) + + scores_pos, scores_neg = reranker(batch) + + # batch_loss = pairwise_loss(scores_pos, scores_neg) + batch_loss = loss_fn(scores_pos, scores_neg) + + # clear optimizer + optimizer.zero_grad() + batch_loss.backward() + optimizer.step() + + # total_loss += batch_loss.item() + count += 1 + # compute the average loss + total_instances += scores_pos.shape[0] + total_loss += batch_loss.item() + + + train_loss = total_loss / total_instances + + print(f"Epoch {epoch+1}/{epochs}, Average Train Loss: {train_loss}") + + + + val_results = evaluate(reranker, val_loader) + print(f"Val evaluation") + print(val_results) + + + test_results = evaluate(reranker, test_loader) + print(f"Test evaluation") + print(test_results) + + # log both val and test results + wandb.log({'val_mrr': val_results['mrr'], 'val_hit1': val_results['hit@1'], 'val_hit5': val_results['hit@5'], 'val_recall@20': val_results['recall@20'], + 'test_mrr': test_results['mrr'], 'test_hit1': test_results['hit@1'], 'test_hit5': test_results['hit@5'], 'test_recall@20': test_results['recall@20'], + 'train_loss': train_loss}) + + + # save the best model when val hit1 is the highest + hit1 = val_results['hit@1'] + if best_val_hit1 < hit1: + best_val_hit1 = hit1 + + save_path = f"{save_dir}/best_{best_val_hit1}.pth" + + if isinstance(reranker, nn.DataParallel): + torch.save(reranker.module.state_dict(), save_path) + else: + torch.save(reranker.state_dict(), save_path) + print(f"Checkpoint saved at epoch {epoch+1} with test hits@1 {hit1}") + + args.checkpoint_path = save_path + best_test_results = test_results + + + + # save last epoch checkopint + save_path = f"{save_dir}/last_{hit1}.pth" + if isinstance(reranker, nn.DataParallel): + torch.save(reranker.module.state_dict(), save_path) + else: + torch.save(reranker.state_dict(), save_path) + print(f"Final checkpoint saved at {save_path}") + + + + # ***** save the results ***** + results = [] + results.append( + { + "config": vars(args), + "test_results": best_test_results + } + ) + # save the results to json + timestamp = time.strftime("%Y%m%d-%H%M%S") + output_dir = f"./data/outputs/{dataset_name}" + os.makedirs(output_dir, exist_ok=True) + with open(f"{output_dir}/results_{timestamp}.json", "w") as f: + json.dump(results, f, indent=4) + + print(best_test_results) + + +def get_concat_num(combo): + """ + Determine the value of concat_num based on the combination of embeddings. + - score_vec adds +1 + - text_emb adds +1 + - symb_enc adds +3 + """ + concat_num = 0 + if combo.get("score_vec", False): # If score_vec is True + concat_num += 1 + if combo.get("text_emb", False): # If text_emb is True + concat_num += 1 + if combo.get("symb_enc", False): # If symb_enc is True + concat_num += 3 + + + return concat_num + + + +def parse_args(): + + parser = argparse.ArgumentParser(description="Run Pathreranker with dynamic combinations of embeddings.") + + # Add arguments for model configurations + parser.add_argument("--train_batch_size", type=int, default=64, help="Batch size for training or evaluation.") + parser.add_argument("--lr", type=float, default=1e-4, help="Learning rate for optimizer.") + parser.add_argument("--epochs", type=int, default=100, help="Number of epochs to train the model.") + parser.add_argument("--device", type=str, default="cuda", help="Device to run the model (e.g., 'cuda' or 'cpu').") + + # Add arguments for the dataset + parser.add_argument("--dataset_name", type=str, default="amazon", help="Name of the dataset to use.") + # paths + parser.add_argument("--train_path", type=str, default=f"../amazon_train.pkl", help="Path to the training data.") + parser.add_argument("--test_path", type=str, default=f"../amazon_test.pkl", help="Path to the test data.") + parser.add_argument("--val_path", type=str, default=f"../amazon_val.pkl", help="Path to the validation data.") + + # add concat_num + parser.add_argument("--concat_num", type=int, default=0, help="Number of concatenation of embeddings.") + + # checkpoint save path + parser.add_argument("--checkpoint_path", type=str, default="", help="Path to save the checkpoints.") + parser.add_argument("--vector_dim", type=int, default=4, help="Dimension of the similarity vector.") + + + # Parse the base arguments + args = parser.parse_args() + return args + + +if __name__ == "__main__": + + base_args = parse_args() + test_path = base_args.test_path + train_path = base_args.train_path + val_path = base_args.val_path + dataset_name = base_args.dataset_name + + with open(test_path, "rb") as f: + test_data = pkl.load(f) + + with open(train_path, "rb") as f: + train_data = pkl.load(f) + + with open(val_path, "rb") as f: + val_data = pkl.load(f) + + # load skb + skb = load_skb(dataset_name) + + # set all + combo = { + "text_emb": True, + "score_vec": True, + "symb_enc": True + } + concat_num = get_concat_num(combo) + + wandb.init(project=f'reranking-{dataset_name}', name=f"path") + args = argparse.Namespace(**vars(base_args), **combo) + args.concat_num = concat_num + + + main(train_data, val_data, test_data, skb, dataset_name, args) + \ No newline at end of file diff --git a/Reranking/train_eval_path_mag.py b/Reranking/train_eval_path_mag.py new file mode 100644 index 0000000000000000000000000000000000000000..fffd56b36ee557e821f6131b2f01328dbe0b668c --- /dev/null +++ b/Reranking/train_eval_path_mag.py @@ -0,0 +1,694 @@ +import sys +sys.path.append(os.path.dirname(os.path.abspath(os.getcwd()))) + +import pickle as pkl +from torch.utils.data import Dataset, DataLoader +import torch +from tqdm import tqdm +import wandb +import numpy as np +import time +from torch_scatter import segment_csr, scatter_mean +from itertools import product +from transformers import AutoModel, AutoTokenizer, AutoConfig +import torch.nn as nn +from torch.nn import CrossEntropyLoss +import random +from collections import defaultdict +import os + +from Reranking.utils import move_to_cuda, seed_everything +from Reranking.rerankers.path import PathReranker +from utils import ModelForSTaRKQA +from stark_qa import load_qa, load_skb +import torch.nn.functional as F +import argparse +import json +import time + +seed_everything(42) + +# ***** Dataset ***** +class TrainDataset(Dataset): + """ + Custom Dataset for the training data. + Each instance contains multiple positive and negative candidates. + """ + def __init__(self, saved_data, max_neg_candidates=100): + """ + 10s for 1000 data + """ + print(f"start processing training dataset...") + s_time = time.time() + self.max_neg_candidates = max_neg_candidates + self.sorted_query2neg = defaultdict(list) + + + self.text2emb_dict = saved_data['text2emb_dict'] + self.data = saved_data['data'] + + + # separage neg and pos, and prepare query, pos pairs + new_data = [] + + for i in range(len(self.data)): + neg_ids = [] + pos_ids = [] + item = self.data[i] + + + candidates_dict = item['pred_dict'] + ans_ids = item['ans_ids'] + # pos_ids = ans_ids + for ans_id in ans_ids: + if ans_id in candidates_dict.keys(): + pos_ids.append(ans_id) + neg_ids = list(set(candidates_dict.keys()) - set(pos_ids)) + + # load scores vector + score_vector_dict = item['score_vector_dict'] + + # load the text path, str format + text_emb_dict = item['text_emb_dict'] + + # load the symb_enc_dict + symb_enc_dict = item['symb_enc_dict'] + + + self.data[i]['pos_ids'] = pos_ids + self.data[i]['neg_ids'] = neg_ids + + query = item['query'] + for pos_id in pos_ids: + new_data.append((query, score_vector_dict[pos_id], self.text2emb_dict[text_emb_dict[pos_id]], symb_enc_dict[pos_id])) + + + # print(f"new_data: {new_data}") + + neg_dict = {neg_id: candidates_dict[neg_id] for neg_id in neg_ids} + sorted_neg_ids = sorted(neg_dict.keys(), key=lambda x: neg_dict[x], reverse=True) # return list + + + self.sorted_query2neg[query] = [(score_vector_dict[neg_id], self.text2emb_dict[text_emb_dict[neg_id]], symb_enc_dict[neg_id]) for neg_id in sorted_neg_ids] + + + self.data = new_data + print(f"Complete data preparation") + print(f"Time: {time.time() - s_time}") + + + + + def __len__(self): + return len(self.data) + + def __getitem__(self, idx): + + return self.data[idx] + + def collate_batch(self, pairs): + s_time = time.time() + + # q + batch_q = [pair[0] for pair in pairs] # q is text + q_text = batch_q + # print(f"q111, {q_text}") + + + # pos + # get the score vector + batch_p_score_vector = [pair[1] for pair in pairs] # p is score vector + batch_p_score_vector = torch.tensor(batch_p_score_vector) # [bs, 4] + batch_p_score_vector = batch_p_score_vector[:, :args.vector_dim] + # get the text emb + batch_p_text_emb = [pair[2] for pair in pairs] # p is text emb + batch_p_text_emb = torch.concat(batch_p_text_emb, dim=0) # [bs, 768] + # get the symb_enc + batch_p_symb_enc = [pair[3] for pair in pairs] # p is symb_enc + batch_p_symb_enc = torch.tensor(batch_p_symb_enc) # [bs, 3] + + + # Negative samples + batch_n = [random.choices(self.sorted_query2neg[query], k=self.max_neg_candidates) for query in batch_q] # allow duplicates + + + # get the score vector + batch_n_score_vector = [pair[0] for sublist in batch_n for pair in sublist] + batch_n_score_vector = torch.tensor(batch_n_score_vector) # [bs*100, 4] + # reshape to [bs, 100, 4] + batch_n_score_vector = batch_n_score_vector.reshape(len(batch_q), self.max_neg_candidates, -1) # [bs, 100, 4] + batch_n_score_vector = batch_n_score_vector[:, :, :args.vector_dim] + + # get the text emb + batch_n_text_emb = [pair[1] for sublist in batch_n for pair in sublist] + batch_n_text_emb = torch.concat(batch_n_text_emb, dim=0) # [bs*100, 768] + # reshape to [bs, 100, 768] + batch_n_text_emb = batch_n_text_emb.reshape(len(batch_q), self.max_neg_candidates, -1) # [bs, 100, 768] + + # get the symb_enc + batch_n_symb_enc = [pair[2] for sublist in batch_n for pair in sublist] + batch_n_symb_enc = torch.tensor(batch_n_symb_enc) # [bs*100, 3] + # reshape to [bs, 100, 3] + batch_n_symb_enc = batch_n_symb_enc.reshape(len(batch_q), self.max_neg_candidates, -1) # [bs, 100, 3] + + + + + + # Create a dictionary for the batch + feed_dict = { + 'query': q_text, + 'p_score_vector': batch_p_score_vector, + 'p_text_emb': batch_p_text_emb, + 'p_symb_enc': batch_p_symb_enc, + 'n_score_vector': batch_n_score_vector, + 'n_text_emb': batch_n_text_emb, + 'n_symb_enc': batch_n_symb_enc, + + } + + + return feed_dict + + +class TestDataset(Dataset): + """ + data format: { + "query": query, + "pred_dict": {node_id: score}, + 'score_vector_dict': {node_id: [bm25, bm_25, bm25, ada]}, + "text_emb_dict": {node_id: text_emb}, + "ans_ids": [], + } + +""" + + def __init__(self, saved_data): + + print(f"Start processing test dataset...") + self.text2emb_dict = saved_data['text2emb_dict'] + self.data = saved_data['data'] + + self.text_emb_matrix = list(self.text2emb_dict.values()) + self.text_emb_matrix = torch.concat(self.text_emb_matrix, dim=0) + + # make the mapping between the key of text2emb_dict and the index of text_emb_matrix + self.text2idx_dict = {key: idx for idx, key in enumerate(self.text2emb_dict.keys())} + + print(f"Complete data preparation: {len(self.data)}") + + + + + def __len__(self): + return len(self.data) + + def __getitem__(self, idx): + + + # sort the pred_dict by the score + pred_dict = self.data[idx]['pred_dict'] + sorted_ids = sorted(pred_dict.keys(), key=lambda x: pred_dict[x], reverse=True) + # get the top 50 candidates + sorted_ids = sorted_ids[:50] + # get the score vector + self.data[idx]['score_vector_dict'] = {key: self.data[idx]['score_vector_dict'][key] for key in sorted_ids} + # get the symb_enc_dict + self.data[idx]['symb_enc_dict'] = {key: self.data[idx]['symb_enc_dict'][key] for key in sorted_ids} + # change from the str to index + self.data[idx]['text_emb_dict'] = {key: self.text2idx_dict[value] for key, value in self.data[idx]['text_emb_dict'].items()} + self.data[idx]['text_emb_dict'] = {key: self.data[idx]['text_emb_dict'][key] for key in sorted_ids} + + return self.data[idx] + + def collate_batch(self, batch): + + # q + batch_q = [batch[i]['query'] for i in range(len(batch))] + q_text = batch_q + + # c + batch_c = [list(batch[i]['score_vector_dict'].keys()) for i in range(len(batch))] # [batch, 100] + batch_c = torch.tensor(batch_c) + # print(f"111, {batch_c.shape}") + c_score_vector = [list(batch[i]['score_vector_dict'].values()) for i in range(len(batch))] # [batch, 100, 4] + c_score_vector = torch.tensor(c_score_vector)[:, :, :args.vector_dim] # [batch, 100, 4] + + + # print(f"222, {c_vector.shape}") + # c_text_emb + # c_text_emb = [torch.concat(list(batch[i]['text_emb_dict'].values()), dim=0).unsqueeze(0) for i in range(len(batch))] + c_text_emb = [self.text_emb_matrix[list(batch[i]['text_emb_dict'].values())].unsqueeze(0) for i in range(len(batch))] + c_text_emb = torch.concat(c_text_emb, dim=0) # [bs, 100, 768] + + # c_symb_enc + c_symb_enc = [list(batch[i]['symb_enc_dict'].values()) for i in range(len(batch))] + c_symb_enc = torch.tensor(c_symb_enc) # [bs, 100, 3] + + + # ans_ids + ans_ids = [batch[i]['ans_ids'] for i in range(len(batch))] # list of ans_ids + + # pred_ids + pred_ids = batch_c.tolist() + + + # Create a dictionary for the batch + feed_dict = { + 'query': q_text, + 'c_score_vector': c_score_vector, + 'c_text_emb': c_text_emb, + 'c_symb_enc': c_symb_enc, + 'ans_ids': ans_ids, + 'pred_ids': pred_ids + + } + + + + return feed_dict + + +# ******* loss function ******** +def loss_fn(scores_pos, scores_neg): + + loss_fct = CrossEntropyLoss(ignore_index=-1) + + # Combine scores + scores = torch.cat([scores_pos, scores_neg.squeeze(-1)], dim=1) # B x (1 + max_neg_candidates*B) + # print(f"scores: {scores.shape}") + + # Create target + target = torch.zeros(scores.size(0), dtype=torch.long).to(scores.device) + + # Compute loss + loss = loss_fct(scores, target) + + return loss + + + +def batch_evaluator(skb, scores_cand, ans_ids, batch): + + results = {} + + # **** batch wise evaluation **** + # evaluate + candidates_ids = skb.candidate_ids + id_to_idx = {candidate_id: idx for idx, candidate_id in enumerate(candidates_ids)} + + + # initialize the pred_matrix + pred_matrix = torch.zeros((scores_cand.shape[0],len(candidates_ids))) + + + # get the index of each pred_ids + # flatten the pred_ids + flat_pred_ids = torch.tensor(batch['pred_ids']).flatten().tolist() + + + # get the index of each pred_ids + pred_idx = [id_to_idx[pred_id] for pred_id in flat_pred_ids] + + + # reshape the pred_idx + pred_idx = torch.tensor(pred_idx).reshape(scores_cand.shape[0], -1) # [bs, 100] + + # move pred_matrix to the device + pred_matrix = pred_matrix.to(scores_cand.device) + + # advanced indexing + pred_matrix[torch.arange(scores_cand.shape[0]).unsqueeze(1), pred_idx] = scores_cand.squeeze(-1) # [bs, num_candidates] + + + + # Create a mapping from candidate IDs to their indices for faster lookup + + + # Flatten ans_ids to a single list and map them to indices + flat_ans_idx = [id_to_idx[a_id] for sublist in ans_ids for a_id in sublist] + + # Create the row indices for ans_matrix corresponding to the answers + row_indices = torch.repeat_interleave(torch.arange(len(ans_ids)), torch.tensor([len(sublist) for sublist in ans_ids])) + + # Create the answer matrix + ans_matrix = torch.zeros((scores_cand.shape[0], len(candidates_ids)), device=scores_cand.device) + ans_matrix[row_indices, torch.tensor(flat_ans_idx, device=scores_cand.device)] = 1 + + + + + + # batch computing hit1 + # find the index of the max score + max_score, max_idx = torch.max(pred_matrix, dim=1) + # check the label of the max idx + batch_hit1 = ans_matrix[torch.arange(scores_cand.shape[0]), max_idx] + hit1_list = batch_hit1.tolist() + + + + + # batch computing hit@5 + _, top5_idx = torch.topk(pred_matrix, 5, dim=1) + batch_hit5 = ans_matrix[torch.arange(scores_cand.shape[0]).unsqueeze(1), top5_idx] + + # max with each row + batch_hit5 = torch.max(batch_hit5, dim=1)[0] + hit5_list = batch_hit5.tolist() + + + + # batch computing recall@20 + _, top20_idx = torch.topk(pred_matrix, 20, dim=1) + batch_recall20 = ans_matrix[torch.arange(scores_cand.shape[0]).unsqueeze(1), top20_idx] + # sum with each row + batch_recall20 = torch.sum(batch_recall20, dim=1) + # divide by the sum of the ans_matrix along the row + batch_recall20 = batch_recall20 / torch.sum(ans_matrix, dim=1) + recall20_list = batch_recall20.tolist() + + + + + # batch computing mrr + # find the highest rank of the answer + _, rank_idx = torch.sort(pred_matrix, dim=1, descending=True) + # query the answer matrix with the rank_idx + batch_mrr = ans_matrix[torch.arange(scores_cand.shape[0]).unsqueeze(1), rank_idx] + # find the first rank of the answer + batch_mrr = torch.argmax(batch_mrr, dim=1) + # add 1 to the rank + batch_mrr += 1 + # divide by the rank + batch_mrr = 1 / batch_mrr.float() + mrr_list = batch_mrr.tolist() + + + + + results['hit@1'] = hit1_list + results['hit@5'] = hit5_list + results['recall@20'] = recall20_list + results['mrr'] = mrr_list + + + + + + + return results + + + +# ***** evaluate ***** +@torch.no_grad() +def evaluate(reranker, test_loader): + + + reranker.eval() + + all_results = { + "hit@1": [], + "hit@5": [], + "recall@20": [], + "mrr": [] + } + avg_results = { + "hit@1": 0, + "hit@5": 0, + "recall@20": 0, + "mrr": 0 + } + + + # save the scores and ans_ids, and pred_ids + pred_list = [] + scores_cand_list = [] + ans_ids_list = [] + # use tqdm to show the progress + for idx, batch in enumerate(tqdm(test_loader, desc='Evaluating', position=0)): + batch = move_to_cuda(batch) + + # Check if the model is wrapped in DataParallel + if isinstance(reranker, nn.DataParallel): + scores_cand = reranker.module.eval_batch(batch) # q_emb: [bs, 100], c_emb: [bs*100, 100] + else: + scores_cand = reranker.eval_batch(batch) + + + # ans_ids + ans_ids = batch['ans_ids'] + + results = batch_evaluator(skb, scores_cand, ans_ids, batch) + + + for key in results.keys(): + all_results[key].extend(results[key]) + + # save the scores and ans_ids, and pred_ids + pred_list.extend(batch['pred_ids']) + scores_cand_list.extend(scores_cand.cpu().tolist()) + ans_ids_list.extend(ans_ids) + + + + for key in avg_results.keys(): + avg_results[key] = np.mean(all_results[key]) + + print(f"Results: {avg_results}") + + + + return avg_results + + +# ***** train ***** +def main(train_data, val_data, test_data, skb, dataset_name, args): + + + epochs = args.epochs + device = args.device + + train_size = args.train_batch_size + test_size = 64 + + train_dataset = TrainDataset(train_data) + train_loader = DataLoader(train_dataset, batch_size=train_size, num_workers=32, collate_fn=train_dataset.collate_batch, drop_last=True) + + test_dataset = TestDataset(test_data) + test_loader = DataLoader(test_dataset, batch_size=test_size, num_workers=32, collate_fn=test_dataset.collate_batch) + + val_dataset = TestDataset(val_data) + val_loader = DataLoader(val_dataset, batch_size=test_size, num_workers=32, collate_fn=val_dataset.collate_batch) + + + # ***** Model ***** + reranker = PathReranker(socre_vector_input_dim=args.vector_dim, text_emb_input_dim=768, symb_enc_dim=3, args=args) + save_dir = f"./data/checkpoints/{dataset_name}/path" + os.makedirs(save_dir, exist_ok=True) + + reranker.to(device) + # # parallel processing + reranker = nn.DataParallel(reranker) + + + optimizer = torch.optim.Adam(reranker.parameters(), lr=args.lr) + best_val_hit1 = float('-inf') + + + val_results = evaluate(reranker, val_loader) + print(f"Val evaluation") + print(val_results) + + + test_results = evaluate(reranker, test_loader) + print(f"Test evaluation") + print(test_results) + + # log both val and test results + wandb.log({'val_mrr': val_results['mrr'], 'val_hit1': val_results['hit@1'], 'val_hit5': val_results['hit@5'], 'val_recall@20': val_results['recall@20'], + 'test_mrr': test_results['mrr'], 'test_hit1': test_results['hit@1'], 'test_hit5': test_results['hit@5'], 'test_recall@20': test_results['recall@20']}) + + best_test_results = {} + for epoch in tqdm(range(epochs), desc='Training Epochs', position=0): + total_loss = 0.0 + reranker.train() + count = 0 + total_instances = 0 + + for batch in tqdm(train_loader): + # print(batch) + batch = move_to_cuda(batch) + # print(batch) + + scores_pos, scores_neg = reranker(batch) + + # batch_loss = pairwise_loss(scores_pos, scores_neg) + batch_loss = loss_fn(scores_pos, scores_neg) + + # clear optimizer + optimizer.zero_grad() + batch_loss.backward() + optimizer.step() + + # total_loss += batch_loss.item() + count += 1 + # compute the average loss + total_instances += scores_pos.shape[0] + total_loss += batch_loss.item() + + + train_loss = total_loss / total_instances + + print(f"Epoch {epoch+1}/{epochs}, Average Train Loss: {train_loss}") + + + + val_results = evaluate(reranker, val_loader) + print(f"Val evaluation") + print(val_results) + + + test_results = evaluate(reranker, test_loader) + print(f"Test evaluation") + print(test_results) + + # log both val and test results + wandb.log({'val_mrr': val_results['mrr'], 'val_hit1': val_results['hit@1'], 'val_hit5': val_results['hit@5'], 'val_recall@20': val_results['recall@20'], + 'test_mrr': test_results['mrr'], 'test_hit1': test_results['hit@1'], 'test_hit5': test_results['hit@5'], 'test_recall@20': test_results['recall@20'], + 'train_loss': train_loss}) + + + # save the best model when val hit1 is the highest + hit1 = val_results['hit@1'] + if best_val_hit1 < hit1: + best_val_hit1 = hit1 + + save_path = f"{save_dir}/best_{best_val_hit1}.pth" + + if isinstance(reranker, nn.DataParallel): + torch.save(reranker.module.state_dict(), save_path) + else: + torch.save(reranker.state_dict(), save_path) + print(f"Checkpoint saved at epoch {epoch+1} with test hits@1 {hit1}") + + args.checkpoint_path = save_path + best_test_results = test_results + + + + # save last epoch checkopint + save_path = f"{save_dir}/last_{hit1}.pth" + if isinstance(reranker, nn.DataParallel): + torch.save(reranker.module.state_dict(), save_path) + else: + torch.save(reranker.state_dict(), save_path) + print(f"Final checkpoint saved at {save_path}") + + + + # ***** save the results ***** + results = [] + results.append( + { + "config": vars(args), + "test_results": best_test_results + } + ) + # save the results to json + timestamp = time.strftime("%Y%m%d-%H%M%S") + output_dir = f"./data/outputs/{dataset_name}" + os.makedirs(output_dir, exist_ok=True) + with open(f"{output_dir}/results_{timestamp}.json", "w") as f: + json.dump(results, f, indent=4) + + print(best_test_results) + + + +def get_concat_num(combo): + """ + Determine the value of concat_num based on the combination of embeddings. + - score_vec adds +1 + - text_emb adds +1 + - symb_enc adds +3 + """ + concat_num = 0 + if combo.get("score_vec", False): # If score_vec is True + concat_num += 1 + if combo.get("text_emb", False): # If text_emb is True + concat_num += 1 + if combo.get("symb_enc", False): # If symb_enc is True + concat_num += 3 + + + return concat_num + + + +def parse_args(): + + parser = argparse.ArgumentParser(description="Run Pathreranker with dynamic combinations of embeddings.") + + # Add arguments for model configurations + parser.add_argument("--train_batch_size", type=int, default=5, help="Batch size for training or evaluation.") + parser.add_argument("--lr", type=float, default=1e-4, help="Learning rate for optimizer.") + parser.add_argument("--epochs", type=int, default=100, help="Number of epochs to train the model.") + parser.add_argument("--device", type=str, default="cuda", help="Device to run the model (e.g., 'cuda' or 'cpu').") + + # Add arguments for the dataset + parser.add_argument("--dataset_name", type=str, default="mag", help="Name of the dataset to use.") + # paths + parser.add_argument("--train_path", type=str, default=f"../mag_train.pkl", help="Path to the training data.") + parser.add_argument("--test_path", type=str, default=f"../mag_test.pkl", help="Path to the test data.") + parser.add_argument("--val_path", type=str, default=f"../mag_val.pkl", help="Path to the validation data.") + + # add concat_num + parser.add_argument("--concat_num", type=int, default=0, help="Number of concatenation of embeddings.") + + # checkpoint save path + parser.add_argument("--checkpoint_path", type=str, default="", help="Path to save the checkpoints.") + parser.add_argument("--vector_dim", type=int, default=4, help="Dimension of the similarity vector.") + + + # Parse the base arguments + args = parser.parse_args() + return args + + +if __name__ == "__main__": + + base_args = parse_args() + + test_path = base_args.test_path + train_path = base_args.train_path + val_path = base_args.val_path + dataset_name = base_args.dataset_name + + with open(test_path, "rb") as f: + test_data = pkl.load(f) + + with open(train_path, "rb") as f: + train_data = pkl.load(f) + + with open(val_path, "rb") as f: + val_data = pkl.load(f) + + # load skb + skb = load_skb(dataset_name) + + # set all + combo = { + "text_emb": True, + "score_vec": True, + "symb_enc": True + } + concat_num = get_concat_num(combo) + + wandb.init(project=f'Reranking-{dataset_name}', name=f"path") + args = argparse.Namespace(**vars(base_args), **combo) + args.concat_num = concat_num + + main(train_data, val_data, test_data, skb, dataset_name, args) + \ No newline at end of file diff --git a/Reranking/train_eval_path_prime.py b/Reranking/train_eval_path_prime.py new file mode 100644 index 0000000000000000000000000000000000000000..f413833bd0bbc074f31f389745154f394700f259 --- /dev/null +++ b/Reranking/train_eval_path_prime.py @@ -0,0 +1,691 @@ +import sys +import os +sys.path.append(os.path.dirname(os.path.abspath(os.getcwd()))) + +import pickle as pkl +from torch.utils.data import Dataset, DataLoader +import torch +from tqdm import tqdm +import wandb +import numpy as np +import time +import torch.nn as nn +from torch.nn import CrossEntropyLoss +import random +from collections import defaultdict + + +from Reranking.utils import move_to_cuda, seed_everything +from Reranking.rerankers.path import PathReranker +from stark_qa import load_qa, load_skb +import torch.nn.functional as F +import argparse +import json +import time + +# set the seed +seed_everything(42) + +# ***** Dataset ***** +class TrainDataset(Dataset): + """ + Custom Dataset for the training data. + Each instance contains multiple positive and negative candidates. + """ + def __init__(self, saved_data, max_neg_candidates=100): + """ + 10s for 1000 data + """ + print(f"start processing training dataset...") + s_time = time.time() + self.max_neg_candidates = max_neg_candidates + self.sorted_query2neg = defaultdict(list) + + + self.text2emb_dict = saved_data['text2emb_dict'] + self.data = saved_data['data'] + + + # separage neg and pos, and prepare query, pos pairs + new_data = [] + + for i in range(len(self.data)): + neg_ids = [] + pos_ids = [] + item = self.data[i] + + + candidates_dict = item['pred_dict'] + ans_ids = item['ans_ids'] + # pos_ids = ans_ids + for ans_id in ans_ids: + if ans_id in candidates_dict.keys(): + pos_ids.append(ans_id) + neg_ids = list(set(candidates_dict.keys()) - set(pos_ids)) + + # load scores vector + score_vector_dict = item['score_vector_dict'] + + # load the text path, str format + text_emb_dict = item['text_emb_dict'] + + # load the symb_enc_dict + symb_enc_dict = item['symb_enc_dict'] + + + self.data[i]['pos_ids'] = pos_ids + self.data[i]['neg_ids'] = neg_ids + + query = item['query'] + for pos_id in pos_ids: + new_data.append((query, score_vector_dict[pos_id], self.text2emb_dict[text_emb_dict[pos_id]], symb_enc_dict[pos_id])) + + + # print(f"new_data: {new_data}") + + neg_dict = {neg_id: candidates_dict[neg_id] for neg_id in neg_ids} + sorted_neg_ids = sorted(neg_dict.keys(), key=lambda x: neg_dict[x], reverse=True) # return list + + + self.sorted_query2neg[query] = [(score_vector_dict[neg_id], self.text2emb_dict[text_emb_dict[neg_id]], symb_enc_dict[neg_id]) for neg_id in sorted_neg_ids] + + + self.data = new_data + print(f"Complete data preparation") + print(f"Time: {time.time() - s_time}") + + + + + def __len__(self): + return len(self.data) + + def __getitem__(self, idx): + + return self.data[idx] + + def collate_batch(self, pairs): + s_time = time.time() + + # q + batch_q = [pair[0] for pair in pairs] # q is text + q_text = batch_q + # print(f"q111, {q_text}") + + + # pos + # get the score vector + batch_p_score_vector = [pair[1] for pair in pairs] # p is score vector + batch_p_score_vector = torch.tensor(batch_p_score_vector) # [bs, 4] + batch_p_score_vector = batch_p_score_vector[:, :args.vector_dim] + # get the text emb + batch_p_text_emb = [pair[2] for pair in pairs] # p is text emb + batch_p_text_emb = torch.concat(batch_p_text_emb, dim=0) # [bs, 768] + # get the symb_enc + batch_p_symb_enc = [pair[3] for pair in pairs] # p is symb_enc + batch_p_symb_enc = torch.tensor(batch_p_symb_enc) # [bs, 3] + + + # Negative samples + batch_n = [random.choices(self.sorted_query2neg[query], k=self.max_neg_candidates) for query in batch_q] # allow duplicates + + + # get the score vector + batch_n_score_vector = [pair[0] for sublist in batch_n for pair in sublist] + batch_n_score_vector = torch.tensor(batch_n_score_vector) # [bs*100, 4] + # reshape to [bs, 100, 4] + batch_n_score_vector = batch_n_score_vector.reshape(len(batch_q), self.max_neg_candidates, -1) # [bs, 100, 4] + batch_n_score_vector = batch_n_score_vector[:, :, :args.vector_dim] + + # get the text emb + batch_n_text_emb = [pair[1] for sublist in batch_n for pair in sublist] + batch_n_text_emb = torch.concat(batch_n_text_emb, dim=0) # [bs*100, 768] + # reshape to [bs, 100, 768] + batch_n_text_emb = batch_n_text_emb.reshape(len(batch_q), self.max_neg_candidates, -1) # [bs, 100, 768] + + # get the symb_enc + batch_n_symb_enc = [pair[2] for sublist in batch_n for pair in sublist] + batch_n_symb_enc = torch.tensor(batch_n_symb_enc) # [bs*100, 3] + # reshape to [bs, 100, 3] + batch_n_symb_enc = batch_n_symb_enc.reshape(len(batch_q), self.max_neg_candidates, -1) # [bs, 100, 3] + + + + + + # Create a dictionary for the batch + feed_dict = { + 'query': q_text, + 'p_score_vector': batch_p_score_vector, + 'p_text_emb': batch_p_text_emb, + 'p_symb_enc': batch_p_symb_enc, + 'n_score_vector': batch_n_score_vector, + 'n_text_emb': batch_n_text_emb, + 'n_symb_enc': batch_n_symb_enc, + + } + + + return feed_dict + + +class TestDataset(Dataset): + """ + data format: { + "query": query, + "pred_dict": {node_id: score}, + 'score_vector_dict': {node_id: [bm25, bm_25, bm25, ada]}, + "text_emb_dict": {node_id: text_emb}, + "ans_ids": [], + } + +""" + + def __init__(self, saved_data): + + print(f"Start processing test dataset...") + self.text2emb_dict = saved_data['text2emb_dict'] + self.data = saved_data['data'] + + self.text_emb_matrix = list(self.text2emb_dict.values()) + self.text_emb_matrix = torch.concat(self.text_emb_matrix, dim=0) + + # make the mapping between the key of text2emb_dict and the index of text_emb_matrix + self.text2idx_dict = {key: idx for idx, key in enumerate(self.text2emb_dict.keys())} + + print(f"Complete data preparation: {len(self.data)}") + + + + + def __len__(self): + return len(self.data) + + def __getitem__(self, idx): + + # sort the pred_dict by the score + pred_dict = self.data[idx]['pred_dict'] + sorted_ids = sorted(pred_dict.keys(), key=lambda x: pred_dict[x], reverse=True) + # get the top 50 candidates + sorted_ids = sorted_ids[:50] + # get the score vector + self.data[idx]['score_vector_dict'] = {key: self.data[idx]['score_vector_dict'][key] for key in sorted_ids} + # get the symb_enc_dict + self.data[idx]['symb_enc_dict'] = {key: self.data[idx]['symb_enc_dict'][key] for key in sorted_ids} + # change from the str to index + self.data[idx]['text_emb_dict'] = {key: self.text2idx_dict[value] for key, value in self.data[idx]['text_emb_dict'].items()} + self.data[idx]['text_emb_dict'] = {key: self.data[idx]['text_emb_dict'][key] for key in sorted_ids} + + return self.data[idx] + + def collate_batch(self, batch): + + # q + batch_q = [batch[i]['query'] for i in range(len(batch))] + q_text = batch_q + + # c + batch_c = [list(batch[i]['score_vector_dict'].keys()) for i in range(len(batch))] # [batch, 100] + batch_c = torch.tensor(batch_c) + # print(f"111, {batch_c.shape}") + c_score_vector = [list(batch[i]['score_vector_dict'].values()) for i in range(len(batch))] # [batch, 100, 4] + c_score_vector = torch.tensor(c_score_vector)[:, :, :args.vector_dim] # [batch, 100, 4] + + + # print(f"222, {c_vector.shape}") + # c_text_emb + # c_text_emb = [torch.concat(list(batch[i]['text_emb_dict'].values()), dim=0).unsqueeze(0) for i in range(len(batch))] + c_text_emb = [self.text_emb_matrix[list(batch[i]['text_emb_dict'].values())].unsqueeze(0) for i in range(len(batch))] + c_text_emb = torch.concat(c_text_emb, dim=0) # [bs, 100, 768] + + # c_symb_enc + c_symb_enc = [list(batch[i]['symb_enc_dict'].values()) for i in range(len(batch))] + c_symb_enc = torch.tensor(c_symb_enc) # [bs, 100, 3] + + + # ans_ids + ans_ids = [batch[i]['ans_ids'] for i in range(len(batch))] # list of ans_ids + + # pred_ids + pred_ids = batch_c.tolist() + + + # Create a dictionary for the batch + feed_dict = { + 'query': q_text, + 'c_score_vector': c_score_vector, + 'c_text_emb': c_text_emb, + 'c_symb_enc': c_symb_enc, + 'ans_ids': ans_ids, + 'pred_ids': pred_ids + + } + + + + return feed_dict + + +# ******* loss function ******** +def loss_fn(scores_pos, scores_neg): + + loss_fct = CrossEntropyLoss(ignore_index=-1) + + # Combine scores + scores = torch.cat([scores_pos, scores_neg.squeeze(-1)], dim=1) # B x (1 + max_neg_candidates*B) + # print(f"scores: {scores.shape}") + + # Create target + target = torch.zeros(scores.size(0), dtype=torch.long).to(scores.device) + + # Compute loss + loss = loss_fct(scores, target) + + return loss + + + +def batch_evaluator(skb, scores_cand, ans_ids, batch): + + results = {} + + # **** batch wise evaluation **** + # evaluate + candidates_ids = skb.candidate_ids + id_to_idx = {candidate_id: idx for idx, candidate_id in enumerate(candidates_ids)} + + + # initialize the pred_matrix + pred_matrix = torch.zeros((scores_cand.shape[0],len(candidates_ids))) + + + # get the index of each pred_ids + # flatten the pred_ids + flat_pred_ids = torch.tensor(batch['pred_ids']).flatten().tolist() + + + # get the index of each pred_ids + pred_idx = [id_to_idx[pred_id] for pred_id in flat_pred_ids] + + + # reshape the pred_idx + pred_idx = torch.tensor(pred_idx).reshape(scores_cand.shape[0], -1) # [bs, 100] + + # move pred_matrix to the device + pred_matrix = pred_matrix.to(scores_cand.device) + + # advanced indexing + pred_matrix[torch.arange(scores_cand.shape[0]).unsqueeze(1), pred_idx] = scores_cand.squeeze(-1) # [bs, num_candidates] + + + + # Create a mapping from candidate IDs to their indices for faster lookup + + + # Flatten ans_ids to a single list and map them to indices + flat_ans_idx = [id_to_idx[a_id] for sublist in ans_ids for a_id in sublist] + + # Create the row indices for ans_matrix corresponding to the answers + row_indices = torch.repeat_interleave(torch.arange(len(ans_ids)), torch.tensor([len(sublist) for sublist in ans_ids])) + + # Create the answer matrix + ans_matrix = torch.zeros((scores_cand.shape[0], len(candidates_ids)), device=scores_cand.device) + ans_matrix[row_indices, torch.tensor(flat_ans_idx, device=scores_cand.device)] = 1 + + + + + + # batch computing hit1 + # find the index of the max score + max_score, max_idx = torch.max(pred_matrix, dim=1) + # check the label of the max idx + batch_hit1 = ans_matrix[torch.arange(scores_cand.shape[0]), max_idx] + hit1_list = batch_hit1.tolist() + + + + + # batch computing hit@5 + _, top5_idx = torch.topk(pred_matrix, 5, dim=1) + batch_hit5 = ans_matrix[torch.arange(scores_cand.shape[0]).unsqueeze(1), top5_idx] + + # max with each row + batch_hit5 = torch.max(batch_hit5, dim=1)[0] + hit5_list = batch_hit5.tolist() + + + + # batch computing recall@20 + _, top20_idx = torch.topk(pred_matrix, 20, dim=1) + batch_recall20 = ans_matrix[torch.arange(scores_cand.shape[0]).unsqueeze(1), top20_idx] + # sum with each row + batch_recall20 = torch.sum(batch_recall20, dim=1) + # divide by the sum of the ans_matrix along the row + batch_recall20 = batch_recall20 / torch.sum(ans_matrix, dim=1) + recall20_list = batch_recall20.tolist() + + + + + # batch computing mrr + # find the highest rank of the answer + _, rank_idx = torch.sort(pred_matrix, dim=1, descending=True) + # query the answer matrix with the rank_idx + batch_mrr = ans_matrix[torch.arange(scores_cand.shape[0]).unsqueeze(1), rank_idx] + # find the first rank of the answer + batch_mrr = torch.argmax(batch_mrr, dim=1) + # add 1 to the rank + batch_mrr += 1 + # divide by the rank + batch_mrr = 1 / batch_mrr.float() + mrr_list = batch_mrr.tolist() + + + + + results['hit@1'] = hit1_list + results['hit@5'] = hit5_list + results['recall@20'] = recall20_list + results['mrr'] = mrr_list + + + + + + + return results + + + +# ***** evaluate ***** +@torch.no_grad() +def evaluate(reranker, test_loader): + + + reranker.eval() + + all_results = { + "hit@1": [], + "hit@5": [], + "recall@20": [], + "mrr": [] + } + avg_results = { + "hit@1": 0, + "hit@5": 0, + "recall@20": 0, + "mrr": 0 + } + + + # save the scores and ans_ids, and pred_ids + pred_list = [] + scores_cand_list = [] + ans_ids_list = [] + # use tqdm to show the progress + for idx, batch in enumerate(tqdm(test_loader, desc='Evaluating', position=0)): + batch = move_to_cuda(batch) + + # Check if the model is wrapped in DataParallel + if isinstance(reranker, nn.DataParallel): + scores_cand = reranker.module.eval_batch(batch) # q_emb: [bs, 100], c_emb: [bs*100, 100] + else: + scores_cand = reranker.eval_batch(batch) + + + # ans_ids + ans_ids = batch['ans_ids'] + + results = batch_evaluator(skb, scores_cand, ans_ids, batch) + + + for key in results.keys(): + all_results[key].extend(results[key]) + + # save the scores and ans_ids, and pred_ids + pred_list.extend(batch['pred_ids']) + scores_cand_list.extend(scores_cand.cpu().tolist()) + ans_ids_list.extend(ans_ids) + + + + for key in avg_results.keys(): + avg_results[key] = np.mean(all_results[key]) + + print(f"Results: {avg_results}") + + + + return avg_results + + +# ***** train ***** +def main(train_data, val_data, test_data, skb, dataset_name, args): + + + epochs = args.epochs + device = args.device + + train_size = args.train_batch_size + test_size = 64 + + train_dataset = TrainDataset(train_data) + train_loader = DataLoader(train_dataset, batch_size=train_size, num_workers=32, collate_fn=train_dataset.collate_batch, drop_last=True) + + test_dataset = TestDataset(test_data) + test_loader = DataLoader(test_dataset, batch_size=test_size, num_workers=32, collate_fn=test_dataset.collate_batch) + + val_dataset = TestDataset(val_data) + val_loader = DataLoader(val_dataset, batch_size=test_size, num_workers=32, collate_fn=val_dataset.collate_batch) + + + # ***** Model ***** + reranker = PathReranker(socre_vector_input_dim=args.vector_dim, text_emb_input_dim=768, symb_enc_dim=3, args=args) + save_dir = f"./data/checkpoints/{dataset_name}/path" + os.makedirs(save_dir, exist_ok=True) + + reranker.to(device) + # # parallel processing + reranker = nn.DataParallel(reranker) + + + optimizer = torch.optim.Adam(reranker.parameters(), lr=args.lr) + best_val_hit1 = float('-inf') + + + val_results = evaluate(reranker, val_loader) + print(f"Val evaluation") + print(val_results) + + + test_results = evaluate(reranker, test_loader) + print(f"Test evaluation") + print(test_results) + + # log both val and test results + wandb.log({'val_mrr': val_results['mrr'], 'val_hit1': val_results['hit@1'], 'val_hit5': val_results['hit@5'], 'val_recall@20': val_results['recall@20'], + 'test_mrr': test_results['mrr'], 'test_hit1': test_results['hit@1'], 'test_hit5': test_results['hit@5'], 'test_recall@20': test_results['recall@20']}) + + best_test_results = {} + for epoch in tqdm(range(epochs), desc='Training Epochs', position=0): + total_loss = 0.0 + reranker.train() + count = 0 + total_instances = 0 + + for batch in tqdm(train_loader): + # print(batch) + batch = move_to_cuda(batch) + # print(batch) + + scores_pos, scores_neg = reranker(batch) + + # batch_loss = pairwise_loss(scores_pos, scores_neg) + batch_loss = loss_fn(scores_pos, scores_neg) + + # clear optimizer + optimizer.zero_grad() + batch_loss.backward() + optimizer.step() + + # total_loss += batch_loss.item() + count += 1 + # compute the average loss + total_instances += scores_pos.shape[0] + total_loss += batch_loss.item() + + + train_loss = total_loss / total_instances + + print(f"Epoch {epoch+1}/{epochs}, Average Train Loss: {train_loss}") + + + + val_results = evaluate(reranker, val_loader) + print(f"Val evaluation") + print(val_results) + + + test_results = evaluate(reranker, test_loader) + print(f"Test evaluation") + print(test_results) + + # log both val and test results + wandb.log({'val_mrr': val_results['mrr'], 'val_hit1': val_results['hit@1'], 'val_hit5': val_results['hit@5'], 'val_recall@20': val_results['recall@20'], + 'test_mrr': test_results['mrr'], 'test_hit1': test_results['hit@1'], 'test_hit5': test_results['hit@5'], 'test_recall@20': test_results['recall@20'], + 'train_loss': train_loss}) + + + # save the best model when val hit1 is the highest + hit1 = val_results['hit@1'] + if best_val_hit1 < hit1: + best_val_hit1 = hit1 + + save_path = f"{save_dir}/best_{best_val_hit1}.pth" + + if isinstance(reranker, nn.DataParallel): + torch.save(reranker.module.state_dict(), save_path) + else: + torch.save(reranker.state_dict(), save_path) + print(f"Checkpoint saved at epoch {epoch+1} with test hits@1 {hit1}") + + args.checkpoint_path = save_path + best_test_results = test_results + + + + # save last epoch checkopint + save_path = f"{save_dir}/last_{hit1}.pth" + if isinstance(reranker, nn.DataParallel): + torch.save(reranker.module.state_dict(), save_path) + else: + torch.save(reranker.state_dict(), save_path) + print(f"Final checkpoint saved at {save_path}") + + + + # ***** save the results ***** + results = [] + results.append( + { + "config": vars(args), + "test_results": best_test_results + } + ) + # save the results to json + timestamp = time.strftime("%Y%m%d-%H%M%S") + output_dir = f"./data/outputs/{dataset_name}" + os.makedirs(output_dir, exist_ok=True) + with open(f"{output_dir}/results_{timestamp}.json", "w") as f: + json.dump(results, f, indent=4) + + print(best_test_results) + +def get_concat_num(combo): + """ + Determine the value of concat_num based on the combination of embeddings. + - score_vec adds +1 + - text_emb adds +1 + - symb_enc adds +3 + """ + concat_num = 0 + if combo.get("score_vec", False): # If score_vec is True + concat_num += 1 + if combo.get("text_emb", False): # If text_emb is True + concat_num += 1 + if combo.get("symb_enc", False): # If symb_enc is True + concat_num += 3 + + + return concat_num + + + +def parse_args(): + + parser = argparse.ArgumentParser(description="Run Pathreranker with dynamic combinations of embeddings.") + + # Add arguments for model configurations + parser.add_argument("--train_batch_size", type=int, default=256, help="Batch size for training or evaluation.") + parser.add_argument("--lr", type=float, default=3e-5, help="Learning rate for optimizer.") + parser.add_argument("--epochs", type=int, default=100, help="Number of epochs to train the model.") + parser.add_argument("--device", type=str, default="cuda", help="Device to run the model (e.g., 'cuda' or 'cpu').") + + # Add arguments for the dataset + parser.add_argument("--dataset_name", type=str, default="prime", help="Name of the dataset to use.") + # paths + parser.add_argument("--train_path", type=str, default=f"../prime_train.pkl", help="Path to the training data.") + parser.add_argument("--test_path", type=str, default=f"../prime_test.pkl", help="Path to the test data.") + parser.add_argument("--val_path", type=str, default=f"../prime_val.pkl", help="Path to the validation data.") + + # add concat_num + parser.add_argument("--concat_num", type=int, default=0, help="Number of concatenation of embeddings.") + + # checkpoint save path + parser.add_argument("--checkpoint_path", type=str, default="", help="Path to save the checkpoints.") + parser.add_argument("--vector_dim", type=int, default=4, help="Dimension of the similarity vector.") + + + # Parse the base arguments + args = parser.parse_args() + return args + + +if __name__ == "__main__": + + + base_args = parse_args() + + dataset_name = base_args.dataset_name + train_path = base_args.train_path + test_path = base_args.test_path + val_path = base_args.val_path + + + with open(test_path, "rb") as f: + test_data = pkl.load(f) + + with open(train_path, "rb") as f: + train_data = pkl.load(f) + + with open(val_path, "rb") as f: + val_data = pkl.load(f) + + # load skb + skb = load_skb(dataset_name) + + # set all + combo = { + "text_emb": True, + "score_vec": True, + "symb_enc": True + } + concat_num = get_concat_num(combo) + + wandb.init(project=f'Reranking-{dataset_name}', name=f"path") + args = argparse.Namespace(**vars(base_args), **combo) + args.concat_num = concat_num + + main(train_data, val_data, test_data, skb, dataset_name, args) + \ No newline at end of file diff --git a/Reranking/utils.py b/Reranking/utils.py new file mode 100644 index 0000000000000000000000000000000000000000..31797375cf77d9654528a00d5724a45920a3baea --- /dev/null +++ b/Reranking/utils.py @@ -0,0 +1,90 @@ +import sys +from pathlib import Path +# Get the absolute path of the current script +current_file = Path(__file__).resolve() +project_root = current_file.parents[1] +# Add the project root to the system path +sys.path.append(str(project_root)) + +import random +import torch +import os +from stark_qa.evaluator import Evaluator +import torch.nn as nn +from typing import Any, Union, List, Dict + + +class ModelForSTaRKQA(nn.Module): + + def __init__(self, skb, query_emb_dir='.'): + """ + Initializes the model with the given knowledge base. + + Args: + skb: Knowledge base containing candidate information. + """ + super(ModelForSTaRKQA, self).__init__() + self.skb = skb + + self.candidate_ids = skb.candidate_ids + self.evaluator = Evaluator(self.candidate_ids) + + def evaluate(self, + pred_dict: Dict[int, float], + answer_ids: Union[torch.LongTensor, List[Any]], + metrics: List[str] = ['mrr', 'hit@3', 'recall@20'], + **kwargs: Any) -> Dict[str, float]: + """ + Evaluates the predictions using the specified metrics. + + Args: + pred_dict (Dict[int, float]): Predicted answer ids or scores. + answer_ids (torch.LongTensor): Ground truth answer ids. + metrics (List[str]): A list of metrics to be evaluated, including 'mrr', 'hit@k', 'recall@k', + 'precision@k', 'map@k', 'ndcg@k'. + + Returns: + Dict[str, float]: A dictionary of evaluation metrics. + """ + return self.evaluator(pred_dict, answer_ids, metrics) + + def evaluate_batch(self, + pred_ids: List[int], + pred: torch.Tensor, + answer_ids: Union[torch.LongTensor, List[Any]], + metrics: List[str] = ['mrr', 'hit@3', 'recall@20'], + **kwargs: Any) -> Dict[str, float]: + return self.evaluator.evaluate_batch(pred_ids, pred, answer_ids, metrics) + + +def seed_everything(seed=0): + random.seed(seed) + torch.manual_seed(seed) + torch.cuda.manual_seed_all(seed) + os.environ['PYTHONHASHSEED'] = str(seed) + torch.backends.cudnn.deterministic = True + torch.backends.cudnn.benchmark = False + + +def move_to_cuda(sample): + if len(sample) == 0: + return {} + + def _move_to_cuda(maybe_tensor): + if torch.is_tensor(maybe_tensor): + return maybe_tensor.cuda() + elif isinstance(maybe_tensor, dict): + return { + key: _move_to_cuda(value) + for key, value in maybe_tensor.items() + } + # elif isinstance(maybe_tensor, list): + # return [_move_to_cuda(x) for x in maybe_tensor] + else: + return maybe_tensor + + return _move_to_cuda(sample) + + +if __name__ == "__main__": + print("Testing Utils") \ No newline at end of file diff --git a/models/__init__.py b/models/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..dd66b7b80722f0095ff145943c7fd3b3ff2da08b --- /dev/null +++ b/models/__init__.py @@ -0,0 +1,58 @@ +from .vss import VSS +from .llm_reranker import LLMReranker +from .multi_vss import MultiVSS +from .bm25 import BM25 +from .colbertv2 import Colbertv2 + +def get_model(args, skb, **kwargs): + model_name = args.model + if model_name == 'BM25': + return BM25(skb) + if model_name == 'Colbertv2': + try: + return Colbertv2(skb, + dataset_name=args.dataset, + save_dir=args.output_dir, + download_dir=args.download_dir, + human_generated_eval=args.split=='human_generated_eval', + **kwargs + ) + except ImportError: + raise ImportError("Please install the colbert package using `pip install colbert-ai`.") + elif model_name == 'VSS': + return VSS( + skb, + emb_model=args.emb_model, + query_emb_dir=args.query_emb_dir, + candidates_emb_dir=args.node_emb_dir, + device=args.device + ) + if model_name == 'MultiVSS': + return MultiVSS( + skb, + emb_model=args.emb_model, + query_emb_dir=args.query_emb_dir, + candidates_emb_dir=args.node_emb_dir, + chunk_emb_dir=args.chunk_emb_dir, + aggregate=args.aggregate, + chunk_size=args.chunk_size, + max_k=args.multi_vss_topk, + device=args.device + ) + if model_name == 'LLMReranker': + return LLMReranker(skb, + emb_model=args.emb_model, + llm_model=args.llm_model, + query_emb_dir=args.query_emb_dir, + candidates_emb_dir=args.node_emb_dir, + max_cnt = args.max_retry, + max_k=args.llm_topk, + device=args.device + ) + # if model_name == 'Ours': + # return GT( + # skb, + # query_emb_dir=args.query_emb_dir, + # candidates_emb_dir=args.node_emb_dir, + # ) + raise NotImplementedError(f'{model_name} not implemented') \ No newline at end of file diff --git a/models/__pycache__/__init__.cpython-311.pyc b/models/__pycache__/__init__.cpython-311.pyc new file mode 100644 index 0000000000000000000000000000000000000000..9051677a37a307abeb86497aad52e807de91ec8c Binary files /dev/null and b/models/__pycache__/__init__.cpython-311.pyc differ diff --git a/models/__pycache__/bm25.cpython-311.pyc b/models/__pycache__/bm25.cpython-311.pyc new file mode 100644 index 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b/models/__pycache__/vss.cpython-311.pyc new file mode 100644 index 0000000000000000000000000000000000000000..7b0b3a6a41c6ac3ca95f758353f42d945012913f Binary files /dev/null and b/models/__pycache__/vss.cpython-311.pyc differ diff --git a/models/bm25.py b/models/bm25.py new file mode 100644 index 0000000000000000000000000000000000000000..0148ed5a9d1bf3eb3b6facfa4105af9ab918bc26 --- /dev/null +++ b/models/bm25.py @@ -0,0 +1,44 @@ +import os.path as osp +import torch +from typing import Any, Union, List, Dict +from models.model import ModelForSTaRKQA +from tqdm import tqdm +import pandas as pd +import bm25s + + +class BM25(ModelForSTaRKQA): + + def __init__(self, skb): + + super(BM25, self).__init__(skb) + + self.indices = skb.candidate_ids + self.corpus = [skb.get_doc_info(idx) for idx in tqdm(self.indices, desc="Gathering docs")] + + # Create the BM25 model and index the corpus + self.retriever = bm25s.BM25(corpus=self.corpus) + self.retriever.index(bm25s.tokenize(self.corpus)) + + # build hash map from text to index + self.text_to_index = {hash(text): index for text, index in zip(self.corpus, self.indices)} + + def forward(self, + query: str, + query_id: Union[int, None] = None, + k: int = 100, + **kwargs: Any) -> dict: + """ + Forward pass to compute similarity scores for the given query. + + Args: + query (str): Query string. + query_id (int): Query index. + + Returns: + pred_dict (dict): A dictionary of candidate ids and their corresponding similarity scores. + """ + results, scores = self.retriever.retrieve(bm25s.tokenize(query), k=k) + indices = [self.text_to_index[hash(result.item())] for result in results[0]] + scores = scores[0].tolist() + return dict(zip(indices, scores)) diff --git a/models/colbertv2.py b/models/colbertv2.py new file mode 100644 index 0000000000000000000000000000000000000000..132b92a7c04e4a439f188612473994cb4c8eba7b --- /dev/null +++ b/models/colbertv2.py @@ -0,0 +1,217 @@ +import os +import os.path as osp +import subprocess +from typing import Any, Union, List, Dict, Optional +from collections import defaultdict + +import torch +from tqdm import tqdm + +from colbert.infra import Run, RunConfig, ColBERTConfig +from colbert.data import Queries, Collection +from colbert import Indexer, Searcher + +from models.model import ModelForSTaRKQA +from stark_qa import load_qa + + +class Colbertv2(ModelForSTaRKQA): + """ + ColBERTv2 Model for STaRK QA. + + This model integrates the ColBERTv2 dense retrieval model to rank candidates based on their relevance + to a query from a question-answering dataset. + """ + + url = "https://downloads.cs.stanford.edu/nlp/data/colbert/colbertv2/colbertv2.0.tar.gz" + + def __init__(self, + skb: Any, + dataset_name: str, + human_generated_eval: bool, + add_rel: bool = False, + download_dir: str = 'output', + save_dir: str = 'output/colbertv2.0', + nbits: int = 2, + k: int = 100): + """ + Initialize the ColBERTv2 model with the given knowledge base and parameters. + + Args: + skb (Any): The knowledge base containing candidate documents. + dataset_name (str): The name of the dataset being used. + human_generated_eval (bool): Whether to use human-generated queries for evaluation. + add_rel (bool, optional): Whether to add relational information to the document. Defaults to False. + download_dir (str, optional): Directory where the ColBERTv2 model is downloaded. Defaults to 'output'. + save_dir (str, optional): Directory where the experiment output is saved. Defaults to 'output/colbertv2.0'. + nbits (int, optional): Number of bits for indexing. Defaults to 2. + k (int, optional): Number of top candidates to retrieve. Defaults to 100. + """ + super(Colbertv2, self).__init__(skb) + + self.k = k + self.nbits = nbits + + query_tsv_name = 'query_hg.tsv' if human_generated_eval else 'query.tsv' + self.exp_name = dataset_name + '_hg' if human_generated_eval else dataset_name + + self.save_dir = save_dir + self.download_dir = download_dir + self.experiments_dir = './experiments' + + self.model_ckpt_dir = osp.join(self.download_dir, 'colbertv2.0') + self.query_tsv_path = osp.join(self.save_dir, query_tsv_name) + self.doc_tsv_path = osp.join(self.save_dir, 'doc.tsv') + self.index_ckpt_path = osp.join(self.save_dir, 'index.faiss') + self.ranking_path = osp.join(self.save_dir, 'ranking.tsv') + + os.makedirs(self.download_dir, exist_ok=True) + os.makedirs(self.experiments_dir, exist_ok=True) + + # Load the question-answer dataset and check for required files + qa_dataset = load_qa(dataset_name, human_generated_eval=human_generated_eval) + self._check_query_csv(qa_dataset, self.query_tsv_path) + self._check_doc_csv(skb, self.doc_tsv_path, add_rel) + + # Download and set up the ColBERTv2 model + self._download() + + # Load the queries and documents into ColBERTv2 format + self.queries = Queries(self.query_tsv_path) + self.collection = Collection(self.doc_tsv_path) + + # Prepare the indexer and build the index + self._prepare_indexer() + + # Run the model and store the results + self.score_dict = self.run_all() + + def _check_query_csv(self, qa_dataset: Any, query_tsv_path: str) -> None: + """ + Check if the query TSV file exists; if not, create it from the QA dataset. + + Args: + qa_dataset (Any): The question-answer dataset. + query_tsv_path (str): Path to the query TSV file. + """ + if not osp.exists(query_tsv_path): + queries = {qa_dataset[i][1]: qa_dataset[i][0].replace('\n', ' ') + for i in range(len(qa_dataset))} + lines = [f"{qid}\t{q}" for qid, q in queries.items()] + with open(query_tsv_path, 'w') as file: + file.write('\n'.join(lines)) + else: + print(f'Loaded existing queries from {query_tsv_path}') + + def _check_doc_csv(self, skb: Any, doc_tsv_path: str, add_rel: bool) -> None: + """ + Check if the document TSV file exists; if not, create it from the knowledge base. + + Args: + skb (Any): The knowledge base containing candidate documents. + doc_tsv_path (str): Path to the document TSV file. + add_rel (bool): Whether to add relational information to the documents. + """ + indices = skb.candidate_ids + self.docid2pid = {idx: i for i, idx in enumerate(indices)} + self.pid2docid = {i: idx for i, idx in enumerate(indices)} + + if not osp.exists(doc_tsv_path): + corpus = {self.docid2pid[idx]: skb.get_doc_info(idx, add_rel=add_rel, compact=True) + for idx in tqdm(indices, desc="Gathering documents")} + + lines = [f"{idx}\t{doc}" for idx, doc in corpus.items()] + with open(doc_tsv_path, 'w') as file: + file.write('\n'.join(lines)) + else: + print(f'Loaded existing documents from {doc_tsv_path}') + + def _download(self) -> None: + """ + Download the ColBERTv2 model if not already available. + """ + if not osp.exists(osp.join(self.download_dir, 'colbertv2.0')): + # Download the ColBERTv2 checkpoint + download_command = f"wget {self.url} -P {self.download_dir}" + subprocess.run(download_command, shell=True, check=True) + + # Extract the downloaded tar.gz file + tar_command = f"tar -xvzf {osp.join(self.download_dir, 'colbertv2.0.tar.gz')} -C {self.download_dir}" + subprocess.run(tar_command, shell=True, check=True) + + def _prepare_indexer(self) -> None: + """ + Prepare the BM25 indexer for the document corpus. + """ + nranks = torch.cuda.device_count() + with Run().context(RunConfig(nranks=nranks, experiment=self.exp_name)): + config = ColBERTConfig(nbits=self.nbits, root=self.experiments_dir) + indexer = Indexer(checkpoint=self.model_ckpt_dir, config=config) + indexer.index(name=f"{self.exp_name}.nbits={self.nbits}", collection=self.doc_tsv_path, overwrite='reuse') + + def run_all(self) -> Dict[int, Dict[int, float]]: + """ + Run the retrieval for all queries and store the rankings. + + Returns: + Dict[int, Dict[int, float]]: A dictionary mapping query IDs to a dictionary of candidate scores. + """ + def find_file_path_by_name(name: str, path: str) -> Optional[str]: + """ + Find the file path by its name in a given directory. + + Args: + name (str): The name of the file to find. + path (str): The directory to search. + + Returns: + Optional[str]: The file path if found, None otherwise. + """ + for root, dirs, files in os.walk(path): + if name in files: + return osp.join(root, name) + return None + + exp_root = osp.join(self.experiments_dir, self.exp_name) + ranking_path = find_file_path_by_name('ranking.tsv', exp_root) + if ranking_path is None: + nranks = torch.cuda.device_count() + with Run().context(RunConfig(nranks=nranks, experiment=self.exp_name)): + config = ColBERTConfig(root=self.experiments_dir) + searcher = Searcher(index=f"{self.exp_name}.nbits={self.nbits}", config=config) + queries = Queries(self.query_tsv_path) + ranking = searcher.search_all(queries, k=self.k) + ranking.save('ranking.tsv') + + self.ranking_path = find_file_path_by_name('ranking.tsv', exp_root) + + score_dict = defaultdict(dict) + with open(self.ranking_path) as f: + for line in f: + qid, pid, rank, *score = line.strip().split('\t') + qid, pid, rank = int(qid), int(pid), int(rank) + if len(score) > 0: + assert len(score) == 1 + score = float(score[0]) + score_dict[qid][pid] = score + else: + score_dict[qid][pid] = -999 + + return score_dict + + def forward(self, + query: Union[str, None], + query_id: int, + **kwargs: Any) -> Dict[int, float]: + """ + Forward pass to retrieve rankings for the given query. + + Args: + query (str): The query string. + query_id (int): The query index. + + Returns: + Dict[int, float]: A dictionary of candidate IDs and their corresponding similarity scores. + """ + score_dict = self.score_dict[query_id] + return {self.pid2docid[pid]: score for pid, score in score_dict.items()} diff --git a/models/llm_reranker.py b/models/llm_reranker.py new file mode 100644 index 0000000000000000000000000000000000000000..50b2dc67dfc673639585ecad4b2da56348c4cfee --- /dev/null +++ b/models/llm_reranker.py @@ -0,0 +1,130 @@ +import torch +from typing import Any, Union, List, Dict +import re + +from models.vss import VSS +from models.model import ModelForSTaRKQA +from stark_qa.tools.api import get_llm_output + + +def find_floating_number(text: str) -> List[float]: + """ + Extract floating point numbers from the given text. + + Args: + text (str): Input text from which to extract numbers. + + Returns: + List[float]: List of extracted floating point numbers. + """ + pattern = r'0\.\d+|1\.0' + matches = re.findall(pattern, text) + return [round(float(match), 4) for match in matches if float(match) <= 1.1] + + +class LLMReranker(ModelForSTaRKQA): + + def __init__(self, + kb, + llm_model: str, + emb_model: str, + query_emb_dir: str, + candidates_emb_dir: str, + sim_weight: float = 0.1, + max_cnt: int = 3, + max_k: int = 100, + device: str = 'cuda'): + """ + Initializes the LLMReranker model. + + Args: + kb (SemiStruct): Knowledge base. + llm_model (str): Name of the LLM model. + emb_model (str): Embedding model name. + query_emb_dir (str): Directory to query embeddings. + candidates_emb_dir (str): Directory to candidate embeddings. + sim_weight (float): Weight for similarity score. + max_cnt (int): Maximum count for retrying LLM response. + max_k (int): Maximum number of top candidates to consider. + """ + super(LLMReranker, self).__init__(kb) + self.max_k = max_k + self.emb_model = emb_model + self.llm_model = llm_model + self.sim_weight = sim_weight + self.max_cnt = max_cnt + + self.query_emb_dir = query_emb_dir + self.candidates_emb_dir = candidates_emb_dir + self.parent_vss = VSS(kb, query_emb_dir, candidates_emb_dir, + emb_model=emb_model, device=device) + + def forward(self, + query: Union[str, List[str]], + query_id: Union[int, List[int]] = None, + **kwargs: Any) -> Dict[int, float]: + """ + Forward pass to compute predictions for the given query using LLM reranking. + + Args: + query (Union[str, list]): Query string or a list of query strings. + query_id (Union[int, list, None]): Query index (optional). + + Returns: + pred_dict (dict): A dictionary of predicted scores or answer ids. + """ + initial_score_dict = self.parent_vss(query, query_id) + node_ids = list(initial_score_dict.keys()) + node_scores = list(initial_score_dict.values()) + + # Get the ids with top k highest scores + top_k_idx = torch.topk( + torch.FloatTensor(node_scores), + min(self.max_k, len(node_scores)), + dim=-1 + ).indices.view(-1).tolist() + top_k_node_ids = [node_ids[i] for i in top_k_idx] + cand_len = len(top_k_node_ids) + + pred_dict = {} + for idx, node_id in enumerate(top_k_node_ids): + node_type = self.skb.get_node_type_by_id(node_id) + prompt = ( + f'You are a helpful assistant that examines if a {node_type} ' + f'satisfies the requirements in a given query and assign a score from 0.0 to 1.0. ' + f'If the {node_type} does not satisfy any requirement in the query, the score should be 0.0. ' + f'If there exists explicit and strong evidence supporting that {node_type} ' + f'satisfies all aspects mentioned by the query, the score should be 1.0. If partial evidence or weak ' + f'evidence exists, the score should be between 0.0 and 1.0.\n' + f'Here is the query:\n\"{query}\"\n' + f'Here is the information about the {node_type}:\n' + + self.skb.get_doc_info(node_id, add_rel=True) + '\n\n' + + f'Please score the {node_type} based on how well it satisfies the query. ' + f'ONLY output the floating point score WITHOUT anything else. ' + f'Output: The numeric score of this {node_type} is: ' + ) + + success = False + for _ in range(self.max_cnt): + try: + answer = get_llm_output( + prompt, + self.llm_model, + max_tokens=5 + ) + answer = find_floating_number(answer) + if len(answer) == 1: + answer = answer[0] + success = True + break + except Exception as e: + print(f'Error: {e}, retrying...') + + if success: + llm_score = float(answer) + sim_score = (cand_len - idx) / cand_len + score = llm_score + self.sim_weight * sim_score + pred_dict[node_id] = score + else: + return initial_score_dict + return pred_dict diff --git a/models/model.py b/models/model.py new file mode 100644 index 0000000000000000000000000000000000000000..ba5638949594141d96c00b09f138d94e80b17caa --- /dev/null +++ b/models/model.py @@ -0,0 +1,144 @@ +import sys + + +import os +import os.path as osp +from typing import Any, Union, List, Dict + +import torch +import torch.nn as nn +from stark_qa.tools.api import get_api_embeddings, get_sentence_transformer_embeddings, get_contriever_embeddings +from stark_qa.tools.local_encoder import get_llm2vec_embeddings, get_gritlm_embeddings +from stark_qa.evaluator import Evaluator + + +class ModelForSTaRKQA(nn.Module): + + def __init__(self, skb, query_emb_dir='.'): + """ + Initializes the model with the given knowledge base. + + Args: + skb: Knowledge base containing candidate information. + """ + super(ModelForSTaRKQA, self).__init__() + self.skb = skb + + self.candidate_ids = skb.candidate_ids + self.num_candidates = skb.num_candidates + self.query_emb_dir = query_emb_dir + + query_emb_path = osp.join(self.query_emb_dir, 'query_emb_dict.pt') + if os.path.exists(query_emb_path): + print(f'Load query embeddings from {query_emb_path}') + self.query_emb_dict = torch.load(query_emb_path) + else: + self.query_emb_dict = {} + self.evaluator = Evaluator(self.candidate_ids) + + def forward(self, + query: Union[str, List[str]], + candidates: List[int] = None, + query_id: Union[int, List[int]] = None, + **kwargs: Any) -> Dict[str, Any]: + """ + Forward pass to compute predictions for the given query. + + Args: + query (Union[str, list]): Query string or a list of query strings. + candidates (Union[list, None]): A list of candidate ids (optional). + query_id (Union[int, list, None]): Query index (optional). + + Returns: + pred_dict (dict): A dictionary of predicted scores or answer ids. + """ + raise NotImplementedError + + def get_query_emb(self, + query: Union[str, List[str]], + query_id: Union[int, List[int]], + emb_model: str = 'text-embedding-ada-002', + **encode_kwargs) -> torch.Tensor: + """ + Retrieves or computes the embedding for the given query. + + Args: + query (str): Query string. + query_id (int): Query index. + emb_model (str): Embedding model to use. + + Returns: + query_emb (torch.Tensor): Query embedding. + """ + if isinstance(query_id, int): + query_id = [query_id] + if isinstance(query, str): + query = [query] + + if query_id is None: + query_emb = get_embeddings(query, emb_model, **encode_kwargs) + elif set(query_id).issubset(set(list(self.query_emb_dict.keys()))): + query_emb = torch.concat([self.query_emb_dict[qid] for qid in query_id], dim=0) + else: + query_emb = get_embeddings(query, emb_model, **encode_kwargs) + for qid, emb in zip(query_id, query_emb): + self.query_emb_dict[qid] = emb.view(1, -1) + torch.save(self.query_emb_dict, osp.join(self.query_emb_dir, 'query_emb_dict.pt')) + + query_emb = query_emb.view(len(query), -1) + return query_emb + + def evaluate(self, + pred_dict: Dict[int, float], + answer_ids: Union[torch.LongTensor, List[Any]], + metrics: List[str] = ['mrr', 'hit@3', 'recall@20'], + **kwargs: Any) -> Dict[str, float]: + """ + Evaluates the predictions using the specified metrics. + + Args: + pred_dict (Dict[int, float]): Predicted answer ids or scores. + answer_ids (torch.LongTensor): Ground truth answer ids. + metrics (List[str]): A list of metrics to be evaluated, including 'mrr', 'hit@k', 'recall@k', + 'precision@k', 'map@k', 'ndcg@k'. + + Returns: + Dict[str, float]: A dictionary of evaluation metrics. + """ + return self.evaluator(pred_dict, answer_ids, metrics) + + def evaluate_batch(self, + pred_ids: List[int], + pred: torch.Tensor, + answer_ids: Union[torch.LongTensor, List[Any]], + metrics: List[str] = ['mrr', 'hit@3', 'recall@20'], + **kwargs: Any) -> Dict[str, float]: + return self.evaluator.evaluate_batch(pred_ids, pred, answer_ids, metrics) + + +def get_embeddings(text, model_name, **encode_kwargs): + """ + Get embeddings for the given text using the specified model. + + Args: + model_name (str): Model name. + text (Union[str, List[str]]): The input text to be embedded. + + Returns: + torch.Tensor: Embedding of the input text. + """ + if isinstance(text, str): + text = [text] + + if 'GritLM' in model_name: + emb = get_gritlm_embeddings(text, model_name, **encode_kwargs) + elif 'LLM2Vec' in model_name: + emb = get_llm2vec_embeddings(text, model_name, **encode_kwargs) + elif 'all-mpnet-base-v2' in model_name: + emb = get_sentence_transformer_embeddings(text) + elif 'contriever' in model_name: + emb = get_contriever_embeddings(text) + else: + emb = get_api_embeddings(text, model_name, **encode_kwargs) + return emb.view(len(text), -1) + diff --git a/models/multi_vss.py b/models/multi_vss.py new file mode 100644 index 0000000000000000000000000000000000000000..2d3e07afbf73b452c43099b3ce4e6e606b9a0bf2 --- /dev/null +++ b/models/multi_vss.py @@ -0,0 +1,122 @@ +import os.path as osp +import torch +from typing import Any, Union, List, Dict +from models.model import ModelForSTaRKQA +from models.vss import VSS +from stark_qa.tools.api import get_openai_embeddings, get_sentence_transformer_embeddings +from stark_qa.tools.process_text import chunk_text + + +class MultiVSS(ModelForSTaRKQA): + + def __init__(self, + skb, + query_emb_dir: str, + candidates_emb_dir: str, + chunk_emb_dir: str, + emb_model: str = 'text-embedding-ada-002', + aggregate: str = 'top3_avg', + max_k: int = 50, + chunk_size: int = 256, + device: str = 'cuda'): + """ + Multivector Vector Similarity Search + + Args: + skb (SemiStruct): Knowledge base. + query_emb_dir (str): Directory to query embeddings. + candidates_emb_dir (str): Directory to candidate embeddings. + chunk_emb_dir (str): Directory to chunk embeddings. + emb_model (str): Embedding model name. + aggregate (str): Aggregation method for similarity scores ('max', 'avg', 'top{k}_avg'). + max_k (int): Maximum number of top candidates to consider. + chunk_size (int): Size of chunks for text processing. + """ + super(MultiVSS, self).__init__(skb, query_emb_dir) + self.skb = skb + self.aggregate = aggregate # 'max', 'avg', 'top{k}_avg' + self.max_k = max_k + self.chunk_size = chunk_size + self.emb_model = emb_model + self.query_emb_dir = query_emb_dir + self.chunk_emb_dir = chunk_emb_dir + self.candidates_emb_dir = candidates_emb_dir + # self.parent_vss = VSS(skb, query_emb_dir, candidates_emb_dir, + # emb_model=emb_model, device=device) + # using default embeddings (text-embedding-ada-002) + self.parent_vss = VSS(skb, query_emb_dir=self.modify_emb_dir(self.query_emb_dir), + candidates_emb_dir=self.modify_emb_dir(self.candidates_emb_dir), device=device) + + + def forward(self, + query: Union[str, List[str]], + query_id: Union[int, List[int]], + **kwargs: Any) -> Dict[int, float]: + """ + Forward pass to compute predictions for the given query using MultiVSS. + + Args: + query (Union[str, list]): Query string or a list of query strings. + query_id (Union[int, list]): Query index. + + Returns: + pred_dict (dict): A dictionary of predicted scores or answer ids. + """ + query_emb = self.get_query_emb(query, query_id, emb_model=self.emb_model) + + initial_score_dict = self.parent_vss(query, query_id) + node_ids = list(initial_score_dict.keys()) + node_scores = list(initial_score_dict.values()) + + # Get the ids with top k highest scores + top_k_idx = torch.topk( + torch.FloatTensor(node_scores), + min(self.max_k, len(node_scores)), + dim=-1 + ).indices.view(-1).tolist() + top_k_node_ids = [node_ids[i] for i in top_k_idx] + + pred_dict = {} + for node_id in top_k_node_ids: + doc = self.skb.get_doc_info(node_id, add_rel=True, compact=True) + chunks = chunk_text(doc, chunk_size=self.chunk_size) + chunk_path = osp.join(self.chunk_emb_dir, f'{node_id}_size={self.chunk_size}.pt') + if osp.exists(chunk_path): + chunk_embs = torch.load(chunk_path) + else: + # using sentence transformer first, then using api + # chunk_embs = get_openai_embeddings(chunks, model=self.emb_model) + chunk_embs = get_sentence_transformer_embeddings(chunks) + torch.save(chunk_embs, chunk_path) + print(f'chunk_embs.shape: {chunk_embs.shape}') + + similarity = torch.matmul(query_emb.cuda(), chunk_embs.cuda().T).cpu().view(-1) + if self.aggregate == 'max': + pred_dict[node_id] = torch.max(similarity).item() + elif self.aggregate == 'avg': + pred_dict[node_id] = torch.mean(similarity).item() + elif 'top' in self.aggregate: + k = int(self.aggregate.split('_')[0][len('top'):]) + pred_dict[node_id] = torch.mean( + torch.topk(similarity, k=min(k, len(chunks)), dim=-1).values + ).item() + + return pred_dict + + def modify_emb_dir(self, base_dir: str, emb_model: str='text-embedding-ada-002') -> str: + """ + Modify the base directory to reflect the embedding model in the path. + + Args: + base_dir (str): Base directory for embeddings. + emb_model (str): Embedding model name to be used in the directory. + + Returns: + str: Modified directory path with the embedding model name. + """ + # Replace the last part of the directory with the embedding model name + # Assumes that 'base_dir' is in the format 'emb/amazon//query' + parts = base_dir.split('/') + if len(parts) >= 3: # Make sure there are enough parts to replace + parts[-2] = emb_model # Replace the embedding model part + return '/'.join(parts) \ No newline at end of file diff --git a/models/vss.py b/models/vss.py new file mode 100644 index 0000000000000000000000000000000000000000..14cee0a1545d3794f3ab2e13db4a0ae446ecabf7 --- /dev/null +++ b/models/vss.py @@ -0,0 +1,61 @@ +import os.path as osp +import torch +from typing import Any, Union, List, Dict +from models.model import ModelForSTaRKQA +from tqdm import tqdm +from stark_qa.evaluator import Evaluator +import sys +sys.path.append("stark/") + + +class VSS(ModelForSTaRKQA): + + def __init__(self, + skb, + query_emb_dir: str, + candidates_emb_dir: str, + emb_model: str = 'text-embedding-ada-002', + device: str = 'cuda'): + """ + Vector Similarity Search + + Args: + skb (SemiStruct): Knowledge base. + query_emb_dir (str): Directory to query embeddings. + candidates_emb_dir (str): Directory to candidate embeddings. + emb_model (str): Embedding model name. + """ + super(VSS, self).__init__(skb, query_emb_dir=query_emb_dir) + self.emb_model = emb_model + self.candidates_emb_dir = candidates_emb_dir + self.device = device + self.evaluator = Evaluator(self.candidate_ids, device) + + candidate_emb_path = osp.join(candidates_emb_dir, 'candidate_emb_dict.pt') + candidate_emb_dict = torch.load(candidate_emb_path) + print(f'Loaded candidate_emb_dict from {candidate_emb_path}!') + + assert len(candidate_emb_dict) == len(self.candidate_ids) + candidate_embs = [candidate_emb_dict[idx].view(1, -1) for idx in self.candidate_ids] + self.candidate_embs = torch.cat(candidate_embs, dim=0).to(device) + + def forward(self, + query: Union[str, List[str]], + query_id: Union[int, List[int]], + **kwargs: Any) -> dict: + """ + Forward pass to compute similarity scores for the given query. + + Args: + query (str): Query string. + query_id (int): Query index. + + Returns: + pred_dict (dict): A dictionary of candidate ids and their corresponding similarity scores. + """ + query_emb = self.get_query_emb(query, query_id, emb_model=self.emb_model, **kwargs) + similarity = torch.matmul(query_emb.to(self.device), self.candidate_embs.T).cpu() + if isinstance(query, str): + return dict(zip(self.candidate_ids, similarity.view(-1))) + else: + return torch.LongTensor(self.candidate_ids), similarity.t() diff --git a/stark_qa/__init__.py b/stark_qa/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..33aea3966492ae622170007b6cf252ea4b0266f6 --- /dev/null +++ b/stark_qa/__init__.py @@ -0,0 +1,2 @@ +from .load_qa import load_qa +from .load_skb import load_skb \ No newline at end of file diff --git a/stark_qa/__pycache__/__init__.cpython-310.pyc b/stark_qa/__pycache__/__init__.cpython-310.pyc new file mode 100644 index 0000000000000000000000000000000000000000..2e6487368917cc267c6e764ebc5d925db0203684 Binary files /dev/null and b/stark_qa/__pycache__/__init__.cpython-310.pyc differ diff --git a/stark_qa/__pycache__/__init__.cpython-311.pyc b/stark_qa/__pycache__/__init__.cpython-311.pyc new file mode 100644 index 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float], + answer_ids: torch.LongTensor, + metrics: List[str] = ['mrr', 'hit@3', 'recall@20']) -> Dict[str, float]: + """ + Evaluates the predictions using the specified metrics. + + Args: + pred_dict (Dict[int, float]): Dictionary of predicted scores. + answer_ids (torch.LongTensor): Ground truth answer IDs. + metrics (List[str]): List of metrics to be evaluated, including 'mrr', 'hit@k', 'recall@k', + 'precision@k', 'map@k', 'ndcg@k'. + + Returns: + Dict[str, float]: Dictionary of evaluation metrics. + """ + return self.evaluate(pred_dict, answer_ids, metrics) + + def evaluate(self, + pred_dict: Dict[int, float], + answer_ids: torch.LongTensor, + metrics: List[str] = ['mrr', 'hit@3', 'recall@20']) -> Dict[str, float]: + """ + Evaluates the predictions using the specified metrics. + + Args: + pred_dict (Dict[int, float]): Dictionary of predicted scores. + answer_ids (torch.LongTensor): Ground truth answer IDs. + metrics (List[str]): A list of metrics to be evaluated, including 'mrr', 'hit@k', 'recall@k', + 'precision@k', 'map@k', 'ndcg@k'. + + Returns: + Dict[str, float]: Dictionary of evaluation metrics. + """ + # Convert prediction dictionary to tensor + pred_ids = torch.LongTensor(list(pred_dict.keys())).view(-1) + pred = torch.FloatTensor(list(pred_dict.values())).view(-1) + answer_ids = answer_ids.view(-1) + + # Initialize all predictions to a very low value + all_pred = torch.ones(max(self.candidate_ids) + 1, dtype=torch.float) * (min(pred) - 1) + all_pred[pred_ids] = pred + all_pred = all_pred[self.candidate_ids] + + # Initialize ground truth boolean tensor + bool_gd = torch.zeros(max(self.candidate_ids) + 1, dtype=torch.bool) + bool_gd[answer_ids] = True + bool_gd = bool_gd[self.candidate_ids] + + # Compute evaluation metrics + eval_metrics = {} + for metric in metrics: + k = int(metric.split('@')[-1]) if '@' in metric else None + if metric == 'mrr': + result = retrieval_reciprocal_rank(all_pred, bool_gd) + elif metric == 'rprecision': + result = retrieval_r_precision(all_pred, bool_gd) + elif 'hit' in metric: + result = retrieval_hit_rate(all_pred, bool_gd, top_k=k) + elif 'recall' in metric: + result = retrieval_recall(all_pred, bool_gd, top_k=k) + elif 'precision' in metric: + result = retrieval_precision(all_pred, bool_gd, top_k=k) + elif 'map' in metric: + result = retrieval_average_precision(all_pred, bool_gd, top_k=k) + elif 'ndcg' in metric: + result = retrieval_normalized_dcg(all_pred, bool_gd, top_k=k) + eval_metrics[metric] = float(result) + + return eval_metrics + + def evaluate_batch(self, + pred_ids, + pred, + answer_ids: List[Any], + metrics: List[str] = ['mrr', 'hit@3', 'recall@20']) -> Dict[str, float]: + # why using "torch.ones((max(self.candidate_ids) + 1, pred.shape[1])" not pred.shape to create tensors? + all_pred = torch.ones((max(self.candidate_ids) + 1, pred.shape[1]), dtype=torch.float) * (pred.min() - 1) + all_pred[pred_ids, :] = pred + all_pred = all_pred[self.candidate_ids].t().to(self.device) + + bool_gd = torch.zeros((max(self.candidate_ids) + 1, pred.shape[1]), dtype=torch.bool) + bool_gd[torch.concat(answer_ids), torch.repeat_interleave(torch.arange(len(answer_ids)), torch.tensor(list(map(len, answer_ids))))] = True + bool_gd = bool_gd[self.candidate_ids].t().to(self.device) + + results = [] + for i in range(len(answer_ids)): + eval_metrics = {} + for metric in metrics: + k = int(metric.split('@')[-1]) if '@' in metric else None + if metric == 'mrr': + result = retrieval_reciprocal_rank(all_pred[i], bool_gd[i]) + elif metric == 'rprecision': + result = retrieval_r_precision(all_pred[i], bool_gd[i]) + elif 'hit' in metric: + result = retrieval_hit_rate(all_pred[i], bool_gd[i], top_k=k) + elif 'recall' in metric: + result = retrieval_recall(all_pred[i], bool_gd[i], top_k=k) + elif 'precision' in metric: + result = retrieval_precision(all_pred[i], bool_gd[i], top_k=k) + elif 'map' in metric: + result = retrieval_average_precision(all_pred[i], bool_gd[i], top_k=k) + elif 'ndcg' in metric: + result = retrieval_normalized_dcg(all_pred[i], bool_gd[i], top_k=k) + eval_metrics[metric] = float(result) + results.append(eval_metrics) + return results diff --git a/stark_qa/load_qa.py b/stark_qa/load_qa.py new file mode 100644 index 0000000000000000000000000000000000000000..085a0066cfd3c376bc65987af4590f223c62a5ab --- /dev/null +++ b/stark_qa/load_qa.py @@ -0,0 +1,37 @@ +import os +from typing import Union +from stark_qa.retrieval import STaRKDataset + +REGISTERED_DATASETS = ['amazon', 'prime', 'mag'] + + +def load_qa(name: str, + root: Union[str, None] = None, + human_generated_eval: bool = False) -> STaRKDataset: + """ + Load the QA dataset. + + Args: + name (str): Name of the dataset. One of 'amazon', 'prime', or 'mag'. + root (Union[str, None]): Root directory to store the dataset. If not provided, the default Hugging Face cache path is used. + human_generated_eval (bool): Whether to use human-generated evaluation data. Default is False. + + Returns: + STaRKDataset: The loaded STaRK dataset. + + Raises: + ValueError: If the dataset name is not registered. + """ + + if root is not None: + if not os.path.isabs(root): + root = os.path.abspath(root) + + if name in REGISTERED_DATASETS: + return STaRKDataset(name, root, + human_generated_eval=human_generated_eval) + else: + raise ValueError(f"Unknown dataset {name}") + + + \ No newline at end of file diff --git a/stark_qa/load_skb.py b/stark_qa/load_skb.py new file mode 100644 index 0000000000000000000000000000000000000000..d9369d900a29b51293e67c5e8182b2122d6766e8 --- /dev/null +++ b/stark_qa/load_skb.py @@ -0,0 +1,53 @@ +import os +import os.path as osp +from typing import Union +from stark_qa.skb import SKB, AmazonSKB, PrimeSKB, MagSKB + + +def load_skb(name: str, + root: Union[str, None] = None, + download_processed: bool = True, + **kwargs) -> SKB: + """ + Load the SKB dataset. + + Args: + name (str): Name of the dataset. One of 'amazon', 'prime', or 'mag'. + root (Union[str, None]): Root directory to store the dataset. If None, defaults to the HF cache path. + download_processed (bool): Whether to download processed data. Default is False. If True, `root` must be provided. + **kwargs: Additional keyword arguments for the specific dataset class. + + Returns: + An instance of the specified SKB dataset class. + + Raises: + ValueError: If the dataset name is not recognized. + AssertionError: If `root` is not provided when `download_processed` is False. + """ + if not download_processed: + assert root is not None, "root must be provided if download_processed is False" + if root is None: + data_root = None + else: + root = os.path.abspath(root) + data_root = osp.join(root, name) + + if name == 'amazon': + categories = ['Sports_and_Outdoors'] + skb = AmazonSKB(root=data_root, + categories=categories, + download_processed=download_processed, + **kwargs + ) + elif name == 'prime': + skb = PrimeSKB(root=data_root, + download_processed=download_processed, + **kwargs) + + elif name == 'mag': + skb = MagSKB(root=data_root, + download_processed=download_processed, + **kwargs) + else: + raise ValueError(f"Unknown dataset {name}") + return skb \ No newline at end of file diff --git a/stark_qa/retrieval/__init__.py b/stark_qa/retrieval/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..cc10b96c90a46d3b5fe514d83efcd01472cfab4e --- /dev/null +++ b/stark_qa/retrieval/__init__.py @@ -0,0 +1 @@ +from .dataset import STaRKDataset \ No newline at end of file diff --git a/stark_qa/retrieval/__pycache__/__init__.cpython-310.pyc b/stark_qa/retrieval/__pycache__/__init__.cpython-310.pyc new file mode 100644 index 0000000000000000000000000000000000000000..cb8efa54260457fcc47c476d68ec3b004adc8b56 Binary files /dev/null and b/stark_qa/retrieval/__pycache__/__init__.cpython-310.pyc differ diff --git a/stark_qa/retrieval/__pycache__/__init__.cpython-311.pyc b/stark_qa/retrieval/__pycache__/__init__.cpython-311.pyc new file mode 100644 index 0000000000000000000000000000000000000000..3c14381cb47840dacd0ecc28a63a491742cdbf4e Binary files /dev/null and b/stark_qa/retrieval/__pycache__/__init__.cpython-311.pyc differ diff --git a/stark_qa/retrieval/__pycache__/__init__.cpython-313.pyc b/stark_qa/retrieval/__pycache__/__init__.cpython-313.pyc new file mode 100644 index 0000000000000000000000000000000000000000..e046329648c92f106ef17b80a46c31157b57e4b5 Binary files /dev/null and b/stark_qa/retrieval/__pycache__/__init__.cpython-313.pyc differ diff --git a/stark_qa/retrieval/__pycache__/__init__.cpython-39.pyc b/stark_qa/retrieval/__pycache__/__init__.cpython-39.pyc new file mode 100644 index 0000000000000000000000000000000000000000..692186a36eb4df82c53f3cb283a1bd954c86cb8c Binary files /dev/null and b/stark_qa/retrieval/__pycache__/__init__.cpython-39.pyc differ diff --git a/stark_qa/retrieval/__pycache__/dataset.cpython-310.pyc b/stark_qa/retrieval/__pycache__/dataset.cpython-310.pyc new file mode 100644 index 0000000000000000000000000000000000000000..8187ed3c5367476520f8e2ae061826c45ecaabdc Binary files /dev/null and b/stark_qa/retrieval/__pycache__/dataset.cpython-310.pyc differ diff --git a/stark_qa/retrieval/__pycache__/dataset.cpython-311.pyc b/stark_qa/retrieval/__pycache__/dataset.cpython-311.pyc new file mode 100644 index 0000000000000000000000000000000000000000..5af79f40b0cb84fe45835c881d389cb6a9a082e2 Binary files /dev/null and b/stark_qa/retrieval/__pycache__/dataset.cpython-311.pyc differ diff --git a/stark_qa/retrieval/__pycache__/dataset.cpython-313.pyc b/stark_qa/retrieval/__pycache__/dataset.cpython-313.pyc new file mode 100644 index 0000000000000000000000000000000000000000..d39ed358a1e9ed06a80dc5ed9d1925d5d99a4775 Binary files /dev/null and b/stark_qa/retrieval/__pycache__/dataset.cpython-313.pyc differ diff --git a/stark_qa/retrieval/__pycache__/dataset.cpython-39.pyc b/stark_qa/retrieval/__pycache__/dataset.cpython-39.pyc new file mode 100644 index 0000000000000000000000000000000000000000..daa39f6a0787e301db9a79889c88efd4478c2edb Binary files /dev/null and b/stark_qa/retrieval/__pycache__/dataset.cpython-39.pyc differ diff --git a/stark_qa/retrieval/dataset.py b/stark_qa/retrieval/dataset.py new file mode 100644 index 0000000000000000000000000000000000000000..3ed2bf210a0b1330b24f35a4bbbc0498c6092879 --- /dev/null +++ b/stark_qa/retrieval/dataset.py @@ -0,0 +1,137 @@ +import copy +import os.path as osp + +import pandas as pd +from typing import Union +import torch + +from stark_qa.tools.download_hf import download_hf_folder + + +STARK_QA_DATASET = { + "repo": "snap-stanford/stark", + "folder": "qa" +} + +class STaRKDataset: + def __init__(self, + name: str, + root: Union[str, None] = None, + human_generated_eval: bool = False): + """ + Initialize the STaRK dataset. + + Args: + name (str): Name of the dataset. + root (Union[str, None]): Root directory to store the dataset. If None, default HF cache paths will be used. + human_generated_eval (bool): Whether to use human-generated evaluation data. + """ + self.name = name + self.root = root + self.dataset_root = osp.join(self.root, name) if self.root is not None else None + self._download() + self.split_dir = osp.join(self.dataset_root, 'split') + self.query_dir = osp.join(self.dataset_root, 'stark_qa') + self.human_generated_eval = human_generated_eval + + self.qa_csv_path = osp.join( + self.query_dir, + 'stark_qa_human_generated_eval.csv' if human_generated_eval else 'stark_qa.csv' + ) + + self.data = pd.read_csv(self.qa_csv_path) + self.indices = sorted(self.data['id'].tolist()) + self.split_indices = self.get_idx_split() + + def __len__(self) -> int: + """ + Return the number of queries in the dataset. + + Returns: + int: Number of queries. + """ + return len(self.indices) + + def __getitem__(self, idx: int): + """ + Get the query, id, answer ids, and meta information for a given index. + + Args: + idx (int): Index of the query. + + Returns: + tuple: Query, query id, answer ids, and meta information. + """ + q_id = self.indices[idx] + row = self.data[self.data['id'] == q_id].iloc[0] + query = row['query'] + answer_ids = eval(row['answer_ids']) + meta_info = None # Replace with actual meta information if available + return query, q_id, answer_ids, meta_info + + def _download(self): + """ + Download the dataset from the Hugging Face repository. + """ + self.dataset_root = download_hf_folder( + STARK_QA_DATASET["repo"], + osp.join(STARK_QA_DATASET["folder"], self.name), + repo_type="dataset", + save_as_folder=self.dataset_root, + ) + + def get_idx_split(self, test_ratio: float = 1.0) -> dict: + """ + Return the indices of train/val/test split in a dictionary. + + Args: + test_ratio (float): Ratio of test data to include. + + Returns: + dict: Dictionary with split indices for train, val, and test sets. + """ + if self.human_generated_eval: + return {'human_generated_eval': torch.LongTensor(self.indices)} + + split_idx = {} + for split in ['train', 'val', 'test']: + indices_file = osp.join(self.split_dir, f'{split}.index') + with open(indices_file, 'r') as f: + indices = f.read().strip().split('\n') + query_ids = [int(idx) for idx in indices] + split_idx[split] = torch.LongTensor([self.indices.index(query_id) for query_id in query_ids]) + + if test_ratio < 1.0: + split_idx['test'] = split_idx['test'][:int(len(split_idx['test']) * test_ratio)] + return split_idx + + def get_query_by_qid(self, q_id: int) -> str: + """ + Return the query by query id. + + Args: + q_id (int): Query id. + + Returns: + str: Query string. + """ + row = self.data[self.data['id'] == q_id].iloc[0] + return row['query'] + + def get_subset(self, split: str): + """ + Return a subset of the dataset. + + Args: + split (str): Split type ('train', 'val', 'test'). + + Returns: + STaRKDataset: Subset of the dataset. + """ + assert split in ['train', 'val', 'test'], "Invalid split specified." + indices_file = osp.join(self.split_dir, f'{split}.index') + with open(indices_file, 'r') as f: + indices = f.read().strip().split('\n') + subset = copy.deepcopy(self) + subset.indices = [int(idx) for idx in indices] + return subset diff --git a/stark_qa/skb/__init__.py b/stark_qa/skb/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..474199f3bdda3bab85ac81d7247c8c5ab8eea4c4 --- /dev/null +++ b/stark_qa/skb/__init__.py @@ -0,0 +1,4 @@ +from .amazon import AmazonSKB +from .prime import PrimeSKB +from .mag import MagSKB +from .knowledge_base import SKB \ No newline at end of file diff --git a/stark_qa/skb/__pycache__/__init__.cpython-311.pyc b/stark_qa/skb/__pycache__/__init__.cpython-311.pyc new file mode 100644 index 0000000000000000000000000000000000000000..b6c32247ee0c29f063da664fbed908ee3b1eaf7d Binary files /dev/null and b/stark_qa/skb/__pycache__/__init__.cpython-311.pyc differ diff --git a/stark_qa/skb/__pycache__/__init__.cpython-313.pyc 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+1,784 @@ +import gzip +import json +import os +import os.path as osp +import pickle +import zipfile +from collections import Counter + +import numpy as np +import pandas as pd +import torch +from huggingface_hub import hf_hub_download +from ogb.utils.url import download_url +from tqdm import tqdm +from typing import Union + +from stark_qa.skb.knowledge_base import SKB +from stark_qa.tools.download_hf import download_hf_file +from stark_qa.tools.io import load_files, save_files +from stark_qa.tools.node import Node, df_row_to_dict, register_node +from stark_qa.tools.process_text import clean_data, compact_text + + +DATASET = { + "repo": "snap-stanford/stark", + "processed": "skb/amazon/processed.zip", + "metadata": "skb/amazon/category_list.json" +} + +RAW_DATA_HEADER = { + 'review_header': 'https://datarepo.eng.ucsd.edu/mcauley_group/data/amazon_v2', + 'qa_header': 'https://datarepo.eng.ucsd.edu/mcauley_group/data/amazon/qa' +} + +class AmazonSKB(SKB): + + REVIEW_CATEGORIES = set([ + 'Amazon_Fashion', 'All_Beauty', 'Appliances', 'Arts_Crafts_and_Sewing', + 'Automotive', 'Books', 'CDs_and_Vinyl', 'Cell_Phones_and_Accessories', + 'Clothing_Shoes_and_Jewelry', 'Digital_Music', 'Electronics', 'Gift_Cards', + 'Grocery_and_Gourmet_Food', 'Home_and_Kitchen', 'Industrial_and_Scientific', + 'Kindle_Store', 'Luxury_Beauty', 'Magazine_Subscriptions', 'Movies_and_TV', + 'Musical_Instruments', 'Office_Products', 'Patio_Lawn_and_Garden', 'Pet_Supplies', + 'Prime_Pantry', 'Software', 'Sports_and_Outdoors', 'Tools_and_Home_Improvement', + 'Toys_and_Games', 'Video_Games' + ]) + + QA_CATEGORIES = set([ + 'Appliances', 'Arts_Crafts_and_Sewing', 'Automotive', 'Baby', 'Beauty', + 'Cell_Phones_and_Accessories', 'Clothing_Shoes_and_Jewelry', 'Electronics', + 'Grocery_and_Gourmet_Food', 'Health_and_Personal_Care', 'Home_and_Kitchen', + 'Musical_Instruments', 'Office_Products', 'Patio_Lawn_and_Garden', 'Pet_Supplies', + 'Sports_and_Outdoors', 'Tools_and_Home_Improvement', 'Toys_and_Games', 'Video_Games' + ]) + + COMMON = set([ + 'Appliances', 'Arts_Crafts_and_Sewing', 'Automotive', 'Cell_Phones_and_Accessories', + 'Clothing_Shoes_and_Jewelry', 'Electronics', 'Grocery_and_Gourmet_Food', 'Home_and_Kitchen', + 'Musical_Instruments', 'Office_Products', 'Patio_Lawn_and_Garden', 'Pet_Supplies', + 'Sports_and_Outdoors', 'Tools_and_Home_Improvement', 'Toys_and_Games', 'Video_Games' + ]) + + link_columns = ['also_buy', 'also_view'] + review_columns = [ + 'reviewerID', 'summary', 'style', 'reviewText', 'vote', 'overall', + 'verified', 'reviewTime' + ] + qa_columns = [ + 'questionType', 'answerType', 'question', 'answer', 'answerTime' + ] + meta_columns = [ + 'asin', 'title', 'global_category', 'category', 'price', 'brand', + 'feature', 'rank', 'details', 'description' + ] + candidate_types = ['product'] + node_attr_dict = { + 'product': ['title', 'dimensions', 'weight', 'description', 'features', 'reviews', 'Q&A'], + 'brand': ['brand_name'], + 'category': ['category_name'], + 'color': ['color_name'] + } + + def __init__(self, + root: Union[str, None] = None, + categories: list = ['Sports_and_Outdoors'], + meta_link_types: list = ['brand', 'category', 'color'], + max_entries: int = 25, + download_processed: bool = True, + **kwargs): + """ + Initialize the AmazonSKB class. + + Args: + root (Union[str, None]): Root directory to store the dataset. If None, default HF cache paths will be used. + categories (list): Product categories. + meta_link_types (list): A list of entries in node info that are used to construct meta links. + max_entries (int): Maximum number of review & QA entries to show in the description. + download_processed (bool): Whether to download the processed data. + """ + self.root = root + self.max_entries = max_entries + + if download_processed: + if (self.root is None) or ( + self.root is not None + and not osp.exists(osp.join(self.root, "category_list.json")) + ): + sub_category_path = osp.join(self.root, "category_list.json") if self.root is not None else None + self.sub_category_path = download_hf_file( + DATASET["repo"], + DATASET["metadata"], + repo_type="dataset", + save_as_file=sub_category_path, + ) + + if (self.root is None) or ( + self.root is not None + and meta_link_types is not None + and not osp.exists( + osp.join( + self.root, + "processed", + "cache", + "-".join(meta_link_types), + "node_info.pkl", + ) + ) + ): + processed_path = hf_hub_download( + DATASET["repo"], DATASET["processed"], repo_type="dataset" + ) + if self.root is None: + self.root = osp.dirname(processed_path) + if not osp.exists( + osp.join( + self.root, + "processed", + "cache", + "-".join(meta_link_types), + "node_info.pkl", + )): + with zipfile.ZipFile(processed_path, "r") as zip_ref: + zip_ref.extractall(path=self.root) + print(f"Extracting downloaded processed data to {self.root}") + + + self.raw_data_dir = osp.join(self.root, "raw") + self.processed_data_dir = osp.join(osp.join(self.root, "processed")) + os.makedirs(self.raw_data_dir, exist_ok=True) + os.makedirs(self.processed_data_dir, exist_ok=True) + + cache_path = None if meta_link_types is None else osp.join(self.processed_data_dir, 'cache', '-'.join(meta_link_types)) + + + if cache_path is not None and osp.exists(cache_path): + print(f"Loading from {self.processed_data_dir}!") + print(f'Loading cached graph with meta link types {meta_link_types}') + processed_data = load_files(cache_path) + else: + print('Start processing raw data...') + print(f'{meta_link_types=}') + processed_data = self._process_raw(categories) + if meta_link_types: + processed_data = self.post_process(processed_data, meta_link_types=meta_link_types, cache_path=cache_path) + + super(AmazonSKB, self).__init__(**processed_data, **kwargs) + + def __getitem__(self, idx: int) -> Node: + """ + Get the node at the specified index. + + Args: + idx (int): Index of the node. + + Returns: + Node: The node at the specified index. + """ + idx = int(idx) + node_info = self.node_info[idx] + node = Node() + register_node(node, node_info) + return node + + def get_chunk_info(self, idx: int, + attribute: str) -> str: + """ + Get chunk information for the specified attribute. + + Args: + idx (int): Index of the node. + attribute (str): Attribute to get chunk information for. + + Returns: + str: Chunk information. + """ + if not hasattr(self[idx], attribute): + return '' + node_attr = getattr(self[idx], attribute) + + if 'feature' in attribute: + features = [feature for feature in node_attr if feature and 'asin' not in feature.lower()] + chunk = ' '.join(features) + + elif 'review' in attribute: + chunk = '' + if node_attr: + scores = [0 if pd.isnull(review['vote']) else int(review['vote'].replace(",", "")) for review in node_attr] + ranks = np.argsort(-np.array(scores)) + for idx, review_idx in enumerate(ranks): + review = node_attr[review_idx] + chunk += f'The review "{review["summary"]}" states that "{review["reviewText"]}". ' + if idx > self.max_entries: + break + + elif 'qa' in attribute: + chunk = '' + if node_attr: + for idx, question in enumerate(node_attr): + chunk += f'The question is "{question["question"]}", and the answer is "{question["answer"]}". ' + if idx > self.max_entries: + break + + elif 'description' in attribute and node_attr: + chunk = " ".join(node_attr) + + else: + chunk = node_attr + return chunk + + def get_doc_info(self, idx: int, + add_rel: bool = False, + compact: bool = False) -> str: + """ + Get document information for the specified node. + + Args: + idx (int): Index of the node. + add_rel (bool): Whether to add relationship information. + compact (bool): Whether to compact the text. + + Returns: + str: Document information. + """ + if self.node_type_dict[int(self.node_types[idx])] == 'brand': + return f'brand name: {self[idx].brand_name}' + if self.node_type_dict[int(self.node_types[idx])] == 'category': + return f'category name: {self[idx].category_name}' + if self.node_type_dict[int(self.node_types[idx])] == 'color': + return f'color name: {self[idx].color_name}' + + node = self[idx] + doc = f'- product: {node.title}\n' + if hasattr(node, 'brand'): + doc += f'- brand: {node.brand}\n' + try: + dimensions, weight = node.details.dictionary.product_dimensions.split(' ; ') + doc += f'- dimensions: {dimensions}\n- weight: {weight}\n' + except: + pass + if node.description: + description = " ".join(node.description).strip(" ") + if description: + doc += f'- description: {description}\n' + + feature_text = '- features: \n' + if node.feature: + for feature_idx, feature in enumerate(node.feature): + if feature and 'asin' not in feature.lower(): + feature_text += f'#{feature_idx + 1}: {feature}\n' + else: + feature_text = '' + + if node.review: + review_text = '- reviews: \n' + scores = [0 if pd.isnull(review['vote']) else int(review['vote'].replace(",", "")) for review in node.review] + ranks = np.argsort(-np.array(scores)) + for i, review_idx in enumerate(ranks): + review = node.review[review_idx] + review_text += f'#{review_idx + 1}:\nsummary: {review["summary"]}\ntext: "{review["reviewText"]}"\n' + if i > self.max_entries: + break + else: + review_text = '' + + if node.qa: + qa_text = '- Q&A: \n' + for qa_idx, qa in enumerate(node.qa): + qa_text += f'#{qa_idx + 1}:\nquestion: "{qa["question"]}"\nanswer: "{qa["answer"]}"\n' + if qa_idx > self.max_entries: + break + else: + qa_text = '' + + doc += feature_text + review_text + qa_text + + if add_rel: + doc += self.get_rel_info(idx) + if compact: + doc = compact_text(doc) + return doc + + def get_rel_info(self, + idx: int, + rel_types: Union[list, None] = None, + n_rel: int = -1) -> str: + """ + Get relation information for the specified node. + + Args: + idx (int): Index of the node. + rel_types (Union[list, None]): List of relation types or None if all relation types are included. + n_rel (int): Number of relations. Default is -1 if all relations are included. + + Returns: + doc (str): Relation information. + """ + doc = '' + rel_types = self.rel_type_lst() if rel_types is None else rel_types + n_also_buy = self.get_neighbor_nodes(idx, 'also_buy') + n_also_view = self.get_neighbor_nodes(idx, 'also_view') + n_has_brand = self.get_neighbor_nodes(idx, 'has_brand') + + str_also_buy = [f"#{idx + 1}: " + self[i].title + '\n' for idx, i in enumerate(n_also_buy)] + str_also_view = [f"#{idx + 1}: " + self[i].title + '\n' for idx, i in enumerate(n_also_view)] + if n_rel > 0: + str_also_buy = str_also_buy[:n_rel] + str_also_view = str_also_view[:n_rel] + + if not str_also_buy: + str_also_buy = '' + if not str_also_view: + str_also_view = '' + str_has_brand = '' + if n_has_brand: + str_has_brand = f' brand: {self[n_has_brand[0]].brand_name}\n' + + str_also_buy = ''.join(str_also_buy) + str_also_view = ''.join(str_also_view) + + if str_also_buy: + doc += f' products also purchased: \n{str_also_buy}' + if str_also_view: + doc += f' products also viewed: \n{str_also_view}' + if n_has_brand: + doc += str_has_brand + + if doc: + doc = '- relations:\n' + doc + return doc + + def _process_raw(self, categories: list) -> dict: + """ + Process raw data to construct the knowledge base. + + Args: + categories (list): List of categories to process. + + Returns: + dict: Processed data. + """ + if 'all' in categories: + review_categories = self.REVIEW_CATEGORIES + qa_categories = self.QA_CATEGORIES + else: + qa_categories = review_categories = categories + assert not set(categories) - self.COMMON, 'invalid categories exist' + + if osp.exists(osp.join(self.processed_data_dir, 'node_info.pkl')): + print(f'Load processed data from {self.processed_data_dir}') + loaded_files = load_files(self.processed_data_dir) + loaded_files.update({ + 'node_types': torch.zeros(len(loaded_files['node_info'])), + 'node_type_dict': {0: 'product'} + }) + return loaded_files + + print('Check data downloading...') + for category in review_categories: + review_header = RAW_DATA_HEADER['review_header'] + if not os.path.exists(osp.join(self.raw_data_dir, f'{category}.json.gz')): + print(f'Downloading {category} data...') + download_url(f'{review_header}/categoryFiles/{category}.json.gz', self.raw_data_dir) + download_url(f'{review_header}/metaFiles2/meta_{category}.json.gz', self.raw_data_dir) + for category in qa_categories: + qa_header = RAW_DATA_HEADER['qa_header'] + if not os.path.exists(osp.join(self.raw_data_dir, f'qa_{category}.json.gz')): + print(f'Downloading {category} QA data...') + download_url(f'{qa_header}/qa_{category}.json.gz', self.raw_data_dir) + + if not osp.exists(osp.join(self.processed_data_dir, 'node_info.pkl')): + ckt_path = osp.join(self.root, 'intermediate') + os.makedirs(ckt_path, exist_ok=True) + print('Loading data... It might take a while') + + df_qa_path = os.path.join(ckt_path, 'df_qa.pkl') + if os.path.exists(df_qa_path): + df_qa = pd.read_pickle(df_qa_path) + else: + df_qa = pd.concat([ + read_qa(osp.join(self.raw_data_dir, f'qa_{category}.json.gz')) + for category in qa_categories + ])[['asin'] + self.qa_columns] + df_qa.to_pickle(df_qa_path) + print('df_qa loaded') + + df_review_path = os.path.join(ckt_path, 'df_review.pkl') + if os.path.exists(df_review_path): + df_review = pd.read_pickle(df_review_path) + else: + df_review = pd.concat([ + read_review(osp.join(self.raw_data_dir, f'{category}.json.gz')) + for category in review_categories + ])[['asin'] + self.review_columns] + df_review.to_pickle(df_review_path) + print('df_review loaded') + + df_ucsd_meta_path = os.path.join(ckt_path, 'df_ucsd_meta.pkl') + if os.path.exists(df_ucsd_meta_path): + df_ucsd_meta = pd.read_pickle(df_ucsd_meta_path) + else: + meta_df_lst = [] + for category in review_categories: + cat_review = read_review(osp.join(self.raw_data_dir, f'meta_{category}.json.gz')) + cat_review.insert(0, 'global_category', category.replace('_', ' ')) + meta_df_lst.append(cat_review) + df_ucsd_meta = pd.concat(meta_df_lst) + df_ucsd_meta.to_pickle(df_ucsd_meta_path) + print('df_ucsd_meta loaded') + + print('Preprocessing data...') + df_ucsd_meta = df_ucsd_meta.drop_duplicates(subset='asin', keep='first') + df_meta = df_ucsd_meta[self.meta_columns + self.link_columns] + + df_review_meta = df_review.merge(df_meta, left_on='asin', right_on='asin') + unique_asin = np.unique(np.array(df_review_meta['asin'])) + + df_qa_reduced = df_qa[df_qa['asin'].isin(unique_asin)] + df_review_reduced = df_review[df_review['asin'].isin(unique_asin)] + df_meta_reduced = df_meta[df_meta['asin'].isin(unique_asin)].reset_index() + + def get_map(df): + asin2id, id2asin = {}, {} + for idx in range(len(df)): + asin2id[df['asin'][idx]] = idx + id2asin[idx] = df['asin'][idx] + return asin2id, id2asin + + print('Construct node info and graph...') + self.asin2id, self.id2asin = get_map(df_meta_reduced) + node_info = self.construct_raw_node_info(df_meta_reduced, df_review_reduced, df_qa_reduced) + edge_index, edge_types = self.create_raw_product_graph(df_meta_reduced, columns=self.link_columns) + edge_type_dict = {0: 'also_buy', 1: 'also_view'} + processed_data = { + 'node_info': node_info, + 'edge_index': edge_index, + 'edge_types': edge_types, + 'edge_type_dict': edge_type_dict + } + + print(f'Saving to {self.processed_data_dir}...') + save_files(save_path=self.processed_data_dir, **processed_data) + + processed_data.update({ + 'node_types': torch.zeros(len(processed_data['node_info'])), + 'node_type_dict': {0: 'product'} + }) + return processed_data + + def post_process(self, raw_info: dict, meta_link_types: list, cache_path: str = None) -> dict: + """ + Post-process the raw information to add meta link types. + + Args: + raw_info (dict): Raw information. + meta_link_types (list): List of meta link types to add. + cache_path (str): Path to cache the processed data. + + Returns: + dict: Post-processed data. + """ + print(f'Adding meta link types {meta_link_types}') + node_info = raw_info['node_info'] + edge_type_dict = raw_info['edge_type_dict'] + node_type_dict = raw_info['node_type_dict'] + node_types = raw_info['node_types'].tolist() + edge_index = raw_info['edge_index'].tolist() + edge_types = raw_info['edge_types'].tolist() + + n_e_types, n_n_types = len(edge_type_dict), len(node_type_dict) + for i, link_type in enumerate(meta_link_types): + if link_type == 'brand': + values = np.array([node_info_i[link_type] for node_info_i in node_info.values() + if link_type in node_info_i.keys()]) + indices = np.array([idx for idx, node_info_i in enumerate(node_info.values()) + if link_type in node_info_i.keys()]) + elif link_type in ['category', 'color']: + value_list, indice_list = [], [] + for idx, node_info_i in enumerate(node_info.values()): + if link_type in node_info_i.keys(): + value_list.extend(node_info_i[link_type]) + indice_list.extend([idx for _ in range(len(node_info_i[link_type]))]) + values, indices = np.array(value_list), np.array(indice_list) + else: + raise Exception(f'Invalid meta link type {link_type}') + + cur_n_nodes = len(node_info) + node_type_dict[n_n_types + i] = link_type + edge_type_dict[n_e_types + i] = "has_" + link_type + unique = np.unique(values) + for j, unique_j in tqdm(enumerate(unique)): + node_info[cur_n_nodes + j] = {link_type + '_name': unique_j} + ids = indices[np.array(values == unique_j)] + edge_index[0].extend(ids.tolist()) + edge_index[1].extend([cur_n_nodes + j for _ in range(len(ids))]) + edge_types.extend([i + n_e_types for _ in range(len(ids))]) + node_types.extend([n_n_types + i for _ in range(len(unique))]) + print(f'finished adding {link_type}') + + edge_index = torch.LongTensor(edge_index) + edge_types = torch.LongTensor(edge_types) + node_types = torch.LongTensor(node_types) + files = { + 'node_info': node_info, + 'edge_index': edge_index, + 'edge_types': edge_types, + 'edge_type_dict': edge_type_dict, + 'node_type_dict': node_type_dict, + 'node_types': node_types + } + if cache_path is not None: + save_files(cache_path, **files) + return files + + def _process_brand(self, brand: str) -> str: + """ + Process brand names to remove unnecessary characters. + + Args: + brand (str): Brand name. + + Returns: + str: Processed brand name. + """ + brand = brand.strip(" \".*+,-_!@#$%^&*();\/|<>\'\t\n\r\\") + if brand.startswith('by '): + brand = brand[3:] + if brand.endswith('.com'): + brand = brand[:-4] + if brand.startswith('www.'): + brand = brand[4:] + if len(brand) > 100: + brand = brand.split(' ')[0] + return brand + + def construct_raw_node_info(self, df_meta: pd.DataFrame, df_review: pd.DataFrame, df_qa: pd.DataFrame) -> dict: + """ + Construct raw node information. + + Args: + df_meta (pd.DataFrame): DataFrame containing meta information. + df_review (pd.DataFrame): DataFrame containing review information. + df_qa (pd.DataFrame): DataFrame containing QA information. + + Returns: + dict: Dictionary containing node information. + """ + node_info = {idx: {'review': [], 'qa': []} for idx in range(len(df_meta))} + + ###################### Assign color ######################## + def assign_colors(df_review, lower_limit=20): + # asign to color + df_review = df_review[['asin', 'style']] + df_review = df_review.dropna(subset=['style']) + raw_color_dict = {} + for idx, row in tqdm(df_review.iterrows()): + asin, style = row['asin'], row['style'] + for key in style.keys(): + if 'color' in key.lower(): + try: + raw_color_dict[asin] + except: + raw_color_dict[asin] = [] + raw_color_dict[asin].append( + style[key].strip().lower() if isinstance(style[key], str) else style[key][0].strip()) + + all_color_values = [] + for asin in raw_color_dict.keys(): + raw_color_dict[asin] = list(set(raw_color_dict[asin])) + all_color_values.extend(raw_color_dict[asin]) + + print('number of all colors', len(all_color_values)) + color_counter = Counter(all_color_values) + print('number of unique colors', len(color_counter)) + color_counter = {k: v for k, v in sorted(color_counter.items(), key=lambda item: item[1], reverse=True)} + selected_colors = [] + for color, number in color_counter.items(): + if number > lower_limit and len(color) > 2 and len(color.split(' ')) < 5 and color.isnumeric() is False: + selected_colors.append(color) + print('number of selected colors', len(selected_colors)) + + filtered_color_dict = {} + total_color_connections = 0 + for asin in raw_color_dict.keys(): + filtered_color_dict[asin] = [] + for value in raw_color_dict[asin]: + if value in selected_colors: + filtered_color_dict[asin].append(value) + total_color_connections += len(filtered_color_dict[asin]) + print('number of linked products', len(filtered_color_dict)) + print('number of total connections', total_color_connections) + return filtered_color_dict + + filtered_color_dict_path = os.path.join(self.root, 'intermediate', 'filtered_color_dict.pkl') + if os.path.exists(filtered_color_dict_path): + with open(filtered_color_dict_path, 'rb') as f: + filtered_color_dict = pickle.load(f) + else: + filtered_color_dict = assign_colors(df_review) + with open(filtered_color_dict_path, 'wb') as f: + pickle.dump(filtered_color_dict, f) + + for df_meta_i in tqdm(df_meta.itertuples()): + asin = df_meta_i.asin + idx = self.asin2id[asin] + if asin in filtered_color_dict and filtered_color_dict[asin]: + node_info[idx]['color'] = filtered_color_dict[asin] + + ###################### Assign brand and category ######################## + sub_categories = set(json.load(open(self.sub_category_path, 'r'))) + for df_meta_i in tqdm(df_meta.itertuples()): + asin = df_meta_i.asin + idx = self.asin2id[asin] + for column in self.meta_columns: + if column == 'brand': + brand = self._process_brand(clean_data(getattr(df_meta_i, column))) + if brand: + node_info[idx]['brand'] = brand + elif column == 'category': + category_list = [ + category.lower() for category in getattr(df_meta_i, column) + if category.lower() in sub_categories + ] + if category_list: + node_info[idx]['category'] = category_list + else: + node_info[idx][column] = clean_data(getattr(df_meta_i, column)) + + ###################### Process review and QA ######################## + for name, df, colunm_names in zip(['review', 'qa'], + [df_review, df_qa], + [self.review_columns, self.qa_columns]): + for i in tqdm(range(len(df))): + df_i = df.iloc[i] + asin = df_i['asin'] + idx = self.asin2id[asin] + node_info[idx][name].append(df_row_to_dict(df_i, colunm_names)) + + return node_info + + def create_raw_product_graph(self, df: pd.DataFrame, columns: list) -> tuple: + """ + Create raw product graph. + + Args: + df (pd.DataFrame): DataFrame containing meta information. + columns (list): List of columns to create edges. + + Returns: + tuple: Tuple containing edge index and edge types. + """ + edge_types = [] + edge_index = [[], []] + for df_i in df.itertuples(): + out_node = self.asin2id[df_i.asin] + for edge_type_id, edge_type in enumerate(columns): + if isinstance(getattr(df_i, edge_type), list): + in_nodes = [self.asin2id[i] for i in getattr(df_i, edge_type) if i in self.asin2id] + edge_types.extend([edge_type_id] * len(in_nodes)) + edge_index[0].extend([out_node] * len(in_nodes)) + edge_index[1].extend(in_nodes) + return torch.LongTensor(edge_index), torch.LongTensor(edge_types) + + def has_brand(self, idx: int, brand: str) -> bool: + """ + Check if the node has the specified brand. + + Args: + idx (int): Index of the node. + brand (str): Brand name. + + Returns: + bool: Whether the node has the specified brand. + """ + try: + b = self[idx].brand + if b.endswith('.com'): + b = b[:-4] + if brand.endswith('.com'): + brand = brand[:-4] + return b.lower().strip("\"") == brand.lower().strip("\"") + except: + return False + + def has_also_buy(self, idx: int, also_buy_item: int) -> bool: + """ + Check if the node has the specified also_buy item. + + Args: + idx (int): Index of the node. + also_buy_item (int): Item to check. + + Returns: + bool: Whether the node has the specified also_buy item. + """ + try: + also_buy_lst = self.get_neighbor_nodes(idx, 'also_buy') + return also_buy_item in also_buy_lst + except: + return False + + def has_also_view(self, idx: int, also_view_item: int) -> bool: + """ + Check if the node has the specified also_view item. + + Args: + idx (int): Index of the node. + also_view_item (int): Item to check. + + Returns: + bool: Whether the node has the specified also_view item. + """ + try: + also_view_lst = self.get_neighbor_nodes(idx, 'also_view') + return also_view_item in also_view_lst + except: + return False + + +def read_review(path: str) -> pd.DataFrame: + """ + Read and parse review files. + + Args: + path (str): Path to the review file. + + Returns: + pd.DataFrame: DataFrame containing the reviews. + """ + def parse(path: str): + with gzip.open(path, 'rb') as g: + for l in g: + yield json.loads(l) + + def getDF(path: str) -> pd.DataFrame: + df = {} + for i, d in enumerate(parse(path)): + df[i] = d + return pd.DataFrame.from_dict(df, orient='index') + + return getDF(path) + + +def read_qa(path: str) -> pd.DataFrame: + """ + Read and parse QA files. + + Args: + path (str): Path to the QA file. + + Returns: + pd.DataFrame: DataFrame containing the QA data. + """ + def parse(path: str): + with gzip.open(path, 'rb') as g: + for l in g: + yield eval(l) + + def getDF(path: str) -> pd.DataFrame: + df = {} + for i, d in enumerate(parse(path)): + df[i] = d + return pd.DataFrame.from_dict(df, orient='index') + + return getDF(path) diff --git a/stark_qa/skb/knowledge_base.py b/stark_qa/skb/knowledge_base.py new file mode 100644 index 0000000000000000000000000000000000000000..36abc3fc326151be550bf1f5c68958048e66fc92 --- /dev/null +++ b/stark_qa/skb/knowledge_base.py @@ -0,0 +1,276 @@ +import numpy as np +import torch +from torch_geometric.utils import is_undirected, to_undirected + +from stark_qa.tools.graph import k_hop_subgraph +from stark_qa.tools.node import Node, register_node + + +class SKB: + def __init__(self, + node_info: dict, + edge_index: torch.LongTensor, + node_type_dict=None, + edge_type_dict=None, + node_types=None, + edge_types=None, + indirected=True, + **kwargs): + """ + Initialize the SKB dataset for semi-structured data. + + Args: + node_info (Dict[dict]): A meta dictionary where each key is node ID and each value is a dictionary + containing information about the corresponding node. + edge_index (torch.LongTensor): Edge index in the PyG format. + node_type_dict (dict): Meta dictionary where each key is node ID (if node_types is None) + or node type (if node_types is not None) and each value dictionary + contains information about the node of the node type. + edge_type_dict (dict): Meta dictionary where each key is edge ID (if edge_types is None) + or edge type (if edge_types is not None) and each value dictionary + contains information about the edge of the edge type. + node_types (torch.LongTensor): Node types. + edge_types (torch.LongTensor): Edge types. + indirected (bool): Whether to make the graph undirected. + **kwargs: Additional arguments. + """ + self.node_info = node_info + self.edge_index = edge_index + self.edge_type_dict = edge_type_dict + self.node_type_dict = node_type_dict + self.node_types = node_types + self.edge_types = edge_types + + if indirected and not is_undirected(self.edge_index): + self.edge_index, self.edge_types = to_undirected( + self.edge_index, self.edge_types, + num_nodes=self.num_nodes(), reduce='mean' + ) + self.edge_types = self.edge_types.long() + + self.candidate_ids = self.get_candidate_ids() if hasattr(self, 'candidate_types') else [i for i in range(len(self.node_info))] + self.num_candidates = len(self.candidate_ids) + self._build_sparse_adj() + + def __len__(self): + """Return the number of nodes.""" + return len(self.node_info) + + def __getitem__(self, idx): + """Get the node by index.""" + idx = int(idx) + node = Node() + register_node(node, self.node_info[idx]) + return node + + def get_doc_info(self, idx, add_rel=False, compact=False) -> str: + """ + Return a text document containing information about the node. + + Args: + idx (int): Node index. + add_rel (bool): Whether to add relational information explicitly. + compact (bool): Whether to compact the text. + """ + raise NotImplementedError + + def _build_sparse_adj(self): + """Build the sparse adjacency matrix.""" + self.sparse_adj = torch.sparse.FloatTensor( + self.edge_index, + torch.ones(self.edge_index.shape[1]), + torch.Size([self.num_nodes(), self.num_nodes()]) + ) + self.sparse_adj_by_type = {} + for edge_type in self.rel_type_lst(): + edge_idx = torch.arange(self.num_edges())[self.edge_types == self.edge_type2id(edge_type)] + self.sparse_adj_by_type[edge_type] = torch.sparse.FloatTensor( + self.edge_index[:, edge_idx], + torch.ones(edge_idx.shape[0]), + torch.Size([self.num_nodes(), self.num_nodes()]) + ) + + def get_rel_info(self, idx, rel_type=None) -> str: + """ + Return a text document containing information about the node. + + Args: + idx (int): Node index. + rel_type (str, optional): Relation type. + """ + raise NotImplementedError + + def get_candidate_ids(self) -> list: + """Get the candidate IDs.""" + assert hasattr(self, 'candidate_types') + candidate_ids = np.concatenate( + [self.get_node_ids_by_type(candidate_type) for candidate_type in self.candidate_types] + ).tolist() + candidate_ids.sort() + return candidate_ids + + def num_nodes(self, node_type_id=None): + """Return the number of nodes.""" + return len(self.node_types) if node_type_id is None else sum(self.node_types == node_type_id) + + def num_edges(self, node_type_id=None): + """Return the number of edges.""" + return len(self.edge_types) if node_type_id is None else sum(self.edge_types == node_type_id) + + def rel_type_lst(self): + """Return the list of relation types.""" + return list(self.edge_type_dict.values()) + + def node_type_lst(self): + """Return the list of node types.""" + return list(self.node_type_dict.values()) + + def node_attr_dict(self): + """Return the node attribute dictionary.""" + raise NotImplementedError + + def is_rel_type(self, edge_type: str): + """Check if the edge type is a relation type.""" + return edge_type in self.rel_type_lst() + + def edge_type2id(self, edge_type: str) -> int: + """Get the edge type ID given the edge type.""" + try: + idx = list(self.edge_type_dict.values()).index(edge_type) + except ValueError: + raise ValueError(f"Edge type {edge_type} not found") + return list(self.edge_type_dict.keys())[idx] + + def node_type2id(self, node_type: str) -> int: + """Get the node type ID given the node type.""" + try: + idx = list(self.node_type_dict.values()).index(node_type) + except ValueError: + raise ValueError(f"Node type {node_type} not found") + return list(self.node_type_dict.keys())[idx] + + def get_node_type_by_id(self, node_id: int) -> str: + """Get the node type given the node ID.""" + return self.node_type_dict[self.node_types[node_id].item()] + + def get_edge_type_by_id(self, edge_id: int) -> str: + """Get the edge type given the edge ID.""" + return self.edge_type_dict[self.edge_types[edge_id].item()] + + def get_node_ids_by_type(self, node_type: str) -> list: + """Get the node IDs given the node type.""" + return torch.arange(self.num_nodes())[self.node_types == self.node_type2id(node_type)].tolist() + + def get_node_ids_by_value(self, node_type, key, value) -> list: + """Get the node IDs given the node type and the value of a specific attribute.""" + ids = self.get_node_ids_by_type(node_type) + indices = [idx for idx in ids if hasattr(self[idx], key) and getattr(self[idx], key) == value] + return indices + + def get_edge_ids_by_type(self, edge_type: str) -> list: + """Get the edge IDs given the edge type.""" + return torch.arange(self.num_edges())[self.edge_types == self.edge_type2id(edge_type)].tolist() + + def sample_paths(self, node_types: list, edge_types: list, start_node_id=None, size=1) -> list: + """ + Sample paths given the node types and edge types. Use "*" to indicate any edge type. + """ + assert len(node_types) == len(edge_types) + 1 + for i in range(len(edge_types)): + if edge_types[i] != "*": + assert (node_types[i], edge_types[i], node_types[i+1]) in self.get_tuples(), \ + f"{(node_types[i], edge_types[i], node_types[i+1])} invalid" + + paths = [] + while len(paths) < size: + p = [] + for i in range(len(node_types)): + if i == 0: + node_idx = start_node_id if start_node_id is not None else np.random.choice(self.get_node_ids_by_type(node_types[i])) + else: + neighbor_nodes = self.get_neighbor_nodes(node_idx, edge_types[i-1]) + neighbor_nodes = torch.LongTensor(neighbor_nodes) + node_type_id = self.node_type2id(node_types[i]) + neighbor_nodes = neighbor_nodes[self.node_types[neighbor_nodes] == node_type_id].tolist() + if len(neighbor_nodes) == 0: + if i == 1 and start_node_id is not None: + return [] + else: + break + node_idx = np.random.choice(neighbor_nodes) + p.append(node_idx) + + if len(p) == len(node_types): + paths.append(p) + + return paths + + def get_all_paths(self, start_node_id: int, node_types: list, edge_types: list, + max_num=None, direction='in-and-out') -> list: + """ + Get all paths given the node types and edge types. Use "*" to indicate any edge type. + """ + assert len(node_types) == len(edge_types) + 1 + + paths = [] + neighbor_nodes = self.get_neighbor_nodes(start_node_id, edge_types[0]) + neighbor_nodes = torch.LongTensor(neighbor_nodes) + node_type_id = self.node_type2id(node_types[1]) + neighbor_nodes = neighbor_nodes[self.node_types[neighbor_nodes] == node_type_id].tolist() + + if len(neighbor_nodes) == 0: + return [] + elif len(node_types) == 2: + return [[start_node_id, node_idx] for node_idx in neighbor_nodes] + else: + for iter_start_node_id in neighbor_nodes: + subpaths = self.get_all_paths(iter_start_node_id, node_types[1:], edge_types[1:]) + if subpaths: + for subpath in subpaths: + paths.append([start_node_id] + subpath) + if max_num is not None and len(paths) > max_num: + return paths + return paths + + def get_tuples(self) -> list: + """Get all possible tuples of node types and edge types.""" + col, row = self.edge_index.tolist() + edge_types = self.edge_types.tolist() + col_types, row_types = self.node_types[col].tolist(), self.node_types[row].tolist() + tuples_by_id = set([(n_i, e, n_j) for n_i, e, n_j in zip(col_types, edge_types, row_types)]) + tuples = [(self.node_type_dict[n_i], self.edge_type_dict[e], self.node_type_dict[n_j]) for n_i, e, n_j in tuples_by_id] + tuples = list(set(tuples)) + tuples.sort() + return tuples + + def get_neighbor_nodes(self, idx, edge_type: str = "*") -> list: + """ + Get the neighbor nodes given the node ID and the edge type. + + Args: + idx (int): Node index. + edge_type (str): Edge type, use "*" to indicate any edge type. + """ + if edge_type == "*": + neighbor_nodes = self.sparse_adj[idx].coalesce().indices().view(-1).tolist() + else: + neighbor_nodes = self.sparse_adj_by_type[edge_type][idx].coalesce().indices().view(-1).tolist() + return neighbor_nodes + + def k_hop_neighbor(self, node_idx, num_hops, **kwargs): + """ + Get the k-hop neighbor subgraph. + + Args: + node_idx (int): Node index. + num_hops (int): Number of hops. + **kwargs: Additional arguments. + """ + subset, edge_index, _, edge_mask = k_hop_subgraph( + node_idx, num_hops, self.edge_index, + num_nodes=self.num_nodes(), flow='bidirectional', **kwargs + ) + node_types = self.node_types[subset] + edge_types = self.edge_types[edge_mask] + return subset, edge_index, node_types, edge_types + diff --git a/stark_qa/skb/mag.py b/stark_qa/skb/mag.py new file mode 100644 index 0000000000000000000000000000000000000000..0d98df63d04dec6cd5fe3ad6b5a048a099478519 --- /dev/null +++ b/stark_qa/skb/mag.py @@ -0,0 +1,626 @@ +import json +import os +import os.path as osp +import zipfile + +import numpy as np +import pandas as pd +import torch +from huggingface_hub import hf_hub_download +from langdetect import detect +from ogb.nodeproppred import NodePropPredDataset +from ogb.utils.url import download_url, extract_zip +from tqdm import tqdm +from typing import Union + +from stark_qa.skb.knowledge_base import SKB +from stark_qa.tools.download_hf import download_hf_file, download_hf_folder +from stark_qa.tools.io import load_files, save_files +from stark_qa.tools.process_text import compact_text + + + +DATASET = { + "repo": "snap-stanford/stark", + 'metadata': 'skb/mag/schema', + 'raw': 'skb/mag/idx_title_abs.zip', + 'processed': 'skb/mag/processed.zip' +} + +RAW_DATA = { + 'ogbn_papers100M': 'https://snap.stanford.edu/ogb/data/misc/ogbn_papers100M/paperinfo.zip', + 'mag_mapping': 'https://zenodo.org/records/2628216/files' +} + +class MagSKB(SKB): + + test_columns = ['title', 'abstract', 'text'] + candidate_types = ['paper'] + + node_type_dict = {0: 'author', 1: 'institution', 2: 'field_of_study', 3: 'paper'} + edge_type_dict = { + 0: 'author___affiliated_with___institution', + 1: 'paper___cites___paper', + 2: 'paper___has_topic___field_of_study', + 3: 'author___writes___paper' + } + node_attr_dict = { + 'paper': ['title', 'abstract', 'publication date', 'venue'], + 'author': ['name'], + 'institution': ['name'], + 'field_of_study': ['name'] + } + + def __init__(self, + root: Union[str, None] = None, + download_processed: bool = True, + **kwargs): + """ + Initialize the MagSKB class. + + Args: + root (Union[str, None]): Root directory to store the dataset. If None, default HF cache paths will be used. + download_processed (bool): Whether to download the processed data. + """ + self.root = root + + if download_processed: + if (self.root is None) or (self.root is not None and not osp.exists(osp.join(self.root, 'processed', 'node_info.pkl'))): + processed_path = hf_hub_download( + DATASET["repo"], DATASET["processed"], repo_type="dataset" + ) + if self.root is None: + self.root = osp.dirname(processed_path) + if not osp.exists(osp.join(self.root, 'processed', 'node_info.pkl')): + with zipfile.ZipFile(processed_path, "r") as zip_ref: + zip_ref.extractall(self.root) + print(f"Extracting downloaded processed data to {self.root}") + + + self.raw_data_dir = osp.join(self.root, 'raw') + self.processed_data_dir = osp.join(self.root, 'processed') + self.graph_data_root = osp.join(self.raw_data_dir, 'ogbn_mag') + self.text_root = osp.join(self.raw_data_dir, 'ogbn_papers100M') + + # existing dirs/files + self.schema_dir = osp.join(self.root, 'schema') + if not osp.exists(self.schema_dir): + download_hf_folder( + DATASET["repo"], DATASET["metadata"], + repo_type="dataset", save_as_folder=self.schema_dir + ) + + self.mag_mapping_dir = osp.join(self.graph_data_root, 'mag_mapping') + self.ogbn_mag_mapping_dir = osp.join(self.graph_data_root, 'mapping') + self.title_path = osp.join(self.text_root, 'paperinfo/idx_title.tsv') + self.abstract_path = osp.join(self.text_root, 'paperinfo/idx_abs.tsv') + + # new files + self.mag_metadata_cache_dir = osp.join(self.processed_data_dir, 'mag_cache') + self.paper100M_text_cache_dir = osp.join(self.processed_data_dir, 'paper100M_cache') + self.merged_filtered_path = osp.join(self.paper100M_text_cache_dir, 'idx_title_abs.tsv') + os.makedirs(self.mag_metadata_cache_dir, exist_ok=True) + os.makedirs(self.paper100M_text_cache_dir, exist_ok=True) + + + if osp.exists(osp.join(self.processed_data_dir, 'node_info.pkl')): + print(f'Loading from {self.processed_data_dir}!') + processed_data = load_files(self.processed_data_dir) + else: + print('Start processing raw data...') + processed_data = self._process_raw() + processed_data.update({ + 'node_type_dict': self.node_type_dict, + 'edge_type_dict': self.edge_type_dict + }) + super(MagSKB, self).__init__(**processed_data, **kwargs) + + def load_edge(self, edge_type: str) -> tuple: + """ + Load edge data for the specified edge type. + + Args: + edge_type (str): Type of edge to load. + + Returns: + tuple: A tuple containing edge tensor and edge numbers. + """ + edge_dir = osp.join(self.graph_data_root, f"raw/relations/{edge_type}/edge.csv.gz") + edge_type_dir = osp.join(self.graph_data_root, f"raw/relations/{edge_type}/edge_reltype.csv.gz") + num_dir = osp.join(self.graph_data_root, f"raw/relations/{edge_type}/num-edge-list.csv.gz") + edge = pd.read_csv(edge_dir, names=['src', 'dst']) + + edge_t = pd.read_csv(edge_type_dir, names=['type']) + edge_n = pd.read_csv(num_dir, names=['num']) + edge_num = edge_n['num'].tolist() + + edge = [edge['src'].tolist(), edge['dst'].tolist(), edge_t['type'].tolist()] + edge = torch.LongTensor(edge) + + return edge, edge_num + + def load_meta_data(self): + """ + Load metadata for the MAG dataset. + + Returns: + tuple: DataFrames for authors, fields of study, institutions, and papers. + """ + mag_csv = {} + if osp.exists(osp.join(self.mag_metadata_cache_dir, 'paper_data.csv')): + print('Start loading MAG data from cache...') + for t in ['author', 'institution', 'field_of_study', 'paper']: + mag_csv[t] = pd.read_csv(osp.join(self.mag_metadata_cache_dir, f'{t}_data.csv')) + author_data, paper_data = mag_csv['author'], mag_csv['paper'] + field_of_study_data = mag_csv['field_of_study'] + institution_data = mag_csv['institution'] + print('Done!') + else: + print('Start loading MAG data, it might take a while...') + full_attr_path = osp.join(self.schema_dir, 'mag.json') + reduced_attr_path = osp.join(self.schema_dir, 'reduced_mag.json') + + full_attr = json.load(open(full_attr_path, 'r')) + reduced_attr = json.load(open(reduced_attr_path, 'r')) + + loaded_csv = {} + for key in reduced_attr.keys(): + column_nums = [full_attr[key].index(i) for i in reduced_attr[key]] + file = osp.join(self.mag_mapping_dir, key + '.txt.gz') + if not osp.exists(file): + try: + download_url(f'{RAW_DATA["mag_mapping"]}/{key}.txt.gz', self.mag_mapping_dir) + except Exception as error: + print(f'Download failed or {key} data not found, please download from {RAW_DATA["mag_mapping"]} to {file}') + raise error + loaded_csv[key] = pd.read_csv(file, header=None, sep='\t', usecols=column_nums) + loaded_csv[key].columns = reduced_attr[key] + + print('Processing and merging meta data...') + author_data = pd.read_csv(osp.join(self.ogbn_mag_mapping_dir, "author_entidx2name.csv.gz"), names=['id', 'AuthorId'], skiprows=[0]) + field_of_study_data = pd.read_csv(osp.join(self.ogbn_mag_mapping_dir, "field_of_study_entidx2name.csv.gz"), names=['id', 'FieldOfStudyId'], skiprows=[0]) + institution_data = pd.read_csv(osp.join(self.ogbn_mag_mapping_dir, "institution_entidx2name.csv.gz"), names=['id', 'AffiliationId'], skiprows=[0]) + paper_data = pd.read_csv(osp.join(self.ogbn_mag_mapping_dir, "paper_entidx2name.csv.gz"), names=['id', 'PaperId'], skiprows=[0]) + + loaded_csv['Papers'].rename(columns={'JournalId ': 'JournalId', 'Rank': 'PaperRank', 'CitationCount': 'PaperCitationCount'}, inplace=True) + loaded_csv['Journals'].rename(columns={'DisplayName': 'JournalDisplayName', 'Rank': 'JournalRank', 'CitationCount': 'JournalCitationCount', 'PaperCount': 'JournalPaperCount'}, inplace=True) + loaded_csv['ConferenceSeries'].rename(columns={'DisplayName': 'ConferenceSeriesDisplayName', 'Rank': 'ConferenceSeriesRank', 'CitationCount': 'ConferenceSeriesCitationCount', 'PaperCount': 'ConferenceSeriesPaperCount'}, inplace=True) + loaded_csv['ConferenceInstances'].rename(columns={'DisplayName': 'ConferenceInstancesDisplayName', 'CitationCount': 'ConferenceInstanceCitationCount', 'PaperCount': 'ConferenceInstancesPaperCount'}, inplace=True) + + author_data = author_data.merge(loaded_csv['Authors'], on='AuthorId', how='left') + field_of_study_data = field_of_study_data.merge(loaded_csv['FieldsOfStudy'], on='FieldOfStudyId', how='left') + institution_data = institution_data.merge(loaded_csv['Affiliations'], on='AffiliationId', how='left') + paper_data = paper_data.merge(loaded_csv['Papers'], on='PaperId', how='left') + + paper_data['JournalId'] = paper_data['JournalId'].apply(lambda x: float(x)).apply(lambda x: -1 if np.isnan(x) else int(x)) + paper_data = paper_data.merge(loaded_csv['Journals'], on='JournalId', how='left') + + paper_data = paper_data.merge(loaded_csv['ConferenceSeries'], on='ConferenceSeriesId', how='left') + + paper_data['ConferenceInstanceId'] = paper_data['ConferenceInstanceId'].apply(lambda x: float(x)).apply(lambda x: -1 if np.isnan(x) else int(x)) + paper_data = paper_data.merge(loaded_csv['ConferenceInstances'], on='ConferenceInstanceId', how='left') + + for csv_data in [author_data, field_of_study_data, institution_data, paper_data]: + csv_data.columns = csv_data.columns.str.strip() + for col in csv_data.columns: + csv_data[col] = csv_data[col].apply(lambda x: -1 if isinstance(x, float) and np.isnan(x) else x) + if 'rank' in col.lower() or 'count' in col.lower() or 'level' in col.lower() or 'year' in col.lower() or col.lower().endswith('id'): + csv_data[col] = csv_data[col].apply(lambda x: int(x) if isinstance(x, float) else x) + + mag_csv = { + 'author': author_data, + 'institution': institution_data, + 'field_of_study': field_of_study_data, + 'paper': paper_data + } + + for t in ['author', 'institution', 'field_of_study', 'paper']: + mag_csv[t].to_csv(osp.join(self.mag_metadata_cache_dir, f'{t}_data.csv'), index=False) + author_data, paper_data = mag_csv['author'], mag_csv['paper'] + field_of_study_data = mag_csv['field_of_study'] + institution_data = mag_csv['institution'] + + # create init_id to mag_id mapping + author_data['type'] = 'author' + author_data.rename(columns={'id': 'id', 'AuthorId': 'mag_id'}, inplace=True) + + institution_data['type'] = 'institution' + institution_data.rename(columns={'id': 'id', 'AffiliationId': 'mag_id'}, inplace=True) + + field_of_study_data['type'] = 'field_of_study' + field_of_study_data.rename(columns={'id': 'id', 'FieldOfStudyId': 'mag_id'}, inplace=True) + + paper_data['type'] = 'paper' + paper_data.rename(columns={'id': 'id', 'PaperId': 'mag_id'}, inplace=True) + return author_data, field_of_study_data, institution_data, paper_data + + def load_english_paper_text(self, + mag_ids: list, + download_cache: bool = True) -> pd.DataFrame: + """ + Load English text data for the papers. + + Args: + mag_ids (list): List of MAG IDs for the papers. + download_cache (bool): Whether to download cached data. + + Returns: + DataFrame: DataFrame containing English titles and abstracts. + """ + def is_english(text): + try: + return detect(text) == 'en' + except: + return False + + if not osp.exists(self.merged_filtered_path): + if download_cache: + merged_filtered_zip_path = self.merged_filtered_path.replace('tsv', 'zip') + download_hf_file( + DATASET["repo"], DATASET["raw"], + repo_type="dataset", save_as_file=merged_filtered_zip_path + ) + extract_zip(merged_filtered_zip_path, osp.dirname(self.merged_filtered_path)) + else: + if not osp.exists(self.title_path): + raw_text_path = download_url(RAW_DATA['ogbn_papers100M'], self.text_root) + extract_zip(raw_text_path, self.text_root) + print('Start reading title...') + title = pd.read_csv(self.title_path, sep='\t', header=None) + title.columns = ["mag_id", "title"] + print('Filtering titles in English...') + + # filter the titles that are in mag_ids + title = title[title['mag_id'].apply(lambda x: x in mag_ids)] + title_en = title[title['title'].apply(is_english)] + + print('Start reading abstract...') + abstract = pd.read_csv(self.abstract_path, sep='\t', header=None) + abstract.columns = ["mag_id", "abstract"] + print('Filtering abstracts in English...') + + abstract = abstract[abstract['mag_id'].apply(lambda x: x in mag_ids)] + abstract_en = abstract[abstract['abstract'].apply(is_english)] + + print('Start merging titles and abstracts...') + title_abs_en = pd.merge(title, abstract, how="outer", on="mag_id", sort=True) + title_abs_en.to_csv(self.merged_filtered_path, sep="\t", header=True, index=False) + + print('Loading merged and filtered titles and abstracts (English)...') + title_abs_en = pd.read_csv(self.merged_filtered_path, sep='\t') + title_abs_en.columns = ['mag_id', 'title', 'abstract'] + print('Done!') + + return title_abs_en + + def get_map(self, df): + """ + Create mappings between MAG IDs and internal IDs. + + Args: + df (DataFrame): DataFrame containing MAG IDs. + + Returns: + tuple: Mappings from MAG IDs to internal IDs and vice versa. + """ + mag2id, id2mag = {}, {} + for idx in range(len(df)): + mag2id[df['mag_id'][idx]] = idx + id2mag[idx] = df['mag_id'][idx] + return mag2id, id2mag + + def get_doc_info(self, + idx : int, + compact: bool = False, + add_rel: bool = False, + n_rel: int = -1) -> str: + """ + Get document information for the specified node. + + Args: + idx (int): Index of the node. + compact (bool): Whether to compact the text. + add_rel (bool): Whether to add relation information. + n_rel (int): Number of relations to add. Default is -1 if all relations are included. + + Returns: + str: Document information. + """ + node = self[idx] + if node.type == 'author': + doc = f'- author name: {node.DisplayName}\n' + if node.PaperCount != -1: + doc += f'- author paper count: {node.PaperCount}\n' + if node.CitationCount != -1: + doc += f'- author citation count: {node.CitationCount}\n' + doc = doc.replace('-1', 'Unknown') + + elif node.type == 'paper': + doc = f' - paper title: {node.title}\n' + doc += ' - abstract: ' + node.abstract.replace('\r', '').rstrip('\n') + '\n' + if str(node.Date) != '-1': + doc += f' - publication date: {node.Date}\n' + if str(node.OriginalVenue) != '-1': + doc += f' - venue: {node.OriginalVenue}\n' + elif str(node.JournalDisplayName) != '-1': + doc += f' - journal: {node.JournalDisplayName}\n' + elif str(node.ConferenceSeriesDisplayName) != '-1': + doc += f' - conference: {node.ConferenceSeriesDisplayName}\n' + elif str(node.ConferenceInstancesDisplayName) != '-1': + doc += f' - conference: {node.ConferenceInstancesDisplayName}\n' + + elif node.type == 'field_of_study': + doc = f' - field of study: {node.DisplayName}\n' + if node.PaperCount != -1: + doc += f'- field paper count: {node.PaperCount}\n' + if node.CitationCount != -1: + doc += f'- field citation count: {node.CitationCount}\n' + doc = doc.replace('-1', 'Unknown') + + elif node.type == 'institution': + doc = f' - institution: {node.DisplayName}\n' + if node.PaperCount != -1: + doc += f'- institution paper count: {node.PaperCount}\n' + if node.CitationCount != -1: + doc += f'- institution citation count: {node.CitationCount}\n' + doc = doc.replace('-1', 'Unknown') + + if add_rel and node.type == 'paper': + doc += self.get_rel_info(idx, n_rel=n_rel) + + if compact: + doc = compact_text(doc) + return doc + + def get_rel_info(self, + idx: int, + rel_types: Union[list, None] = None, + n_rel: int = -1) -> str: + """ + Get relation information for the specified node. + + Args: + idx (int): Index of the node. + rel_types (Union[list, None]): List of relation types or None if all relation types are included. + n_rel (int): Number of relations. Default is -1 if all relations are included. + + Returns: + doc (str): Relation information. + """ + doc = '' + rel_types = self.rel_type_lst() if rel_types is None else rel_types + for edge_t in rel_types: + node_ids = torch.LongTensor(self.get_neighbor_nodes(idx, edge_t)).tolist() + if not node_ids: + continue + node_type = self.node_types[node_ids[0]] + str_edge = edge_t.replace('___', ' ') + doc += f"\n{str_edge}: " + + if n_rel > 0 and edge_t == 'paper___cites___paper': + node_ids = node_ids[torch.randperm(len(node_ids))[:n_rel]].tolist() + neighbors = [] + for i in node_ids: + if self[i].type == 'paper': + neighbors.append(f'\"{self[i].title}\"') + elif self[i].type == 'author': + if str(self[i].DisplayName) != '-1': + institutions = self.get_neighbor_nodes(i, "author___affiliated_with___institution") + for inst in institutions: + assert self[inst].type == 'institution' + str_institutions = [self[j].DisplayName for j in institutions if str(self[j].DisplayName) != '-1'] + if str_institutions: + str_institutions = ', '.join(str_institutions) + neighbors.append(f'{self[i].DisplayName} ({str_institutions})') + else: + neighbors.append(f'{self[i].DisplayName}') + else: + if str(self[i].DisplayName) != '-1': + neighbors.append(f'{self[i].DisplayName}') + neighbors = '(' + ', '.join(neighbors) + '),' + doc += neighbors + if doc: + doc = '- relations:\n' + doc + return doc + + def _process_raw(self): + """ + Process raw data for the MAG dataset. + + Returns: + processed_data (dict): Processed data. + """ + NodePropPredDataset(name='ogbn-mag', root=self.raw_data_dir) + author_data, field_of_study_data, institution_data, paper_data = self.load_meta_data() + paper_text_data = self.load_english_paper_text(paper_data['mag_id'].tolist()) + + print('Processing graph data...') + author_id_to_mag = {row['id']: row['mag_id'] for _, row in author_data.iterrows()} + institution_id_to_mag = {row['id']: row['mag_id'] for _, row in institution_data.iterrows()} + field_of_study_id_to_mag = {row['id']: row['mag_id'] for _, row in field_of_study_data.iterrows()} + paper_mapping = pd.read_csv(osp.join(self.ogbn_mag_mapping_dir, "paper_entidx2name.csv.gz"), names=['id', 'mag_id'], skiprows=[0]) + mag_to_paper_id, paper_id_to_mag = self.get_map(paper_mapping) + + unique_paper_id = paper_text_data['mag_id'].unique() + unique_paper_id = torch.unique(torch.tensor(unique_paper_id)) + node_type_edge = { + 0: 'author___writes___paper', + 2: 'paper___has_topic___field_of_study', + 3: 'paper___cites___paper' + } + node_type_overlapping_node = {} + node_type_overlapping_edge = {} + + # # from mag_id to id + unique_paper_id_list = unique_paper_id.tolist() + mapping_list = [mag_to_paper_id.get(k, k) for k in tqdm(unique_paper_id_list)] + unique_paper_id = torch.tensor(mapping_list) + + # load edge data + print('Start loading edge data...') + for node_type, paper_rel in node_type_edge.items(): + print(node_type, paper_rel) + edge, edge_num = self.load_edge(paper_rel) + # Identify edges connected to target nodes + if node_type == 3: + target_array = unique_paper_id.numpy() + edge_array = edge.numpy() + mask = np.isin(edge_array[0], target_array) & np.isin(edge_array[1], target_array) + valid_edges_array = edge_array[:, mask] + valid_edges_tensor = torch.from_numpy(valid_edges_array) + node_type_overlapping_node[node_type] = unique_paper_id + node_type_overlapping_edge[node_type] = valid_edges_tensor + print(f'{node_type} has {unique_paper_id.shape[0]} nodes left, and {valid_edges_tensor.t().shape[0]} edges left.') + continue + else: + edge = edge.t() + connected_edges_list = [] + for target_node in tqdm(unique_paper_id): + # Find the edges connected to the current target node + if node_type == 0: + mask = edge[:, 1] == target_node.item() + current_connected_edges = edge[mask].clone() + elif node_type == 2: + mask = edge[:, 0] == target_node.item() + current_connected_edges = edge[mask].clone() + + # Collect the other ends of the connected edges + connected_edges_list.append(current_connected_edges) + del mask + del current_connected_edges + + connected_edges = torch.cat(connected_edges_list, dim=0) + if node_type == 0: + other_ends = torch.unique(connected_edges.t()[0]) + elif node_type == 2: + other_ends = torch.unique(connected_edges.t()[1]) + + node_type_overlapping_node[node_type] = other_ends + node_type_overlapping_edge[node_type] = connected_edges.t() + print(f'{node_type} has {other_ends.shape[0]} nodes left, and {connected_edges.shape[0]} edges left.') + + # specifically choose for institution by author + edge, edge_num = self.load_edge('author___affiliated_with___institution') + edge = edge.t() + connected_edges_list = [] + for target_node in node_type_overlapping_node[0]: + mask = edge[:, 0] == target_node + current_connected_edges = edge[mask].clone() + # Collect the other ends of the connected edges + connected_edges_list.append(current_connected_edges) + + connected_edges = torch.cat(connected_edges_list, dim=0) + other_ends = torch.unique(connected_edges.t()[1]) + + node_type_overlapping_node[1] = other_ends + node_type_overlapping_edge[1] = connected_edges.t() + print(f'1 has {other_ends.shape[0]} nodes left, and {connected_edges.shape[0]} edges left.') + + # save shared nodes in node_type_overlapping_node and shared edges in node_type_overlapping_edge + tot_n = sum([len(node_type_overlapping_node[i]) for i in range(4)]) + + # the order of re-indexing is author, institution, field_of_study, paper + domain_mappings = { + 0: author_id_to_mag, + 1: institution_id_to_mag, + 2: field_of_study_id_to_mag, + 3: paper_id_to_mag + } + new_domain_mappings = {} + domain_old_to_new = {} + id_to_mag = {} + offset = 0 + node_type_overlapping_node_sort = {k: node_type_overlapping_node[k] for k in sorted(node_type_overlapping_node.keys())} + + # start to re-index + print('Start re-indexing...') + for i, remain_node in node_type_overlapping_node_sort.items(): + old_to_new_mappings = {key: id + offset for id, key in enumerate(remain_node.tolist())} + updated_dict = {value: domain_mappings[i][key] for key, value in old_to_new_mappings.items()} + print(f'{i} has {len(updated_dict)} nodes left') + domain_old_to_new[i] = old_to_new_mappings + id_to_mag.update(updated_dict) + new_domain_mappings[i] = updated_dict + offset += len(node_type_overlapping_node[i]) + + # check last index equals tot_n + assert offset == tot_n + edges_full = torch.cat([node_type_overlapping_edge[i] for i in range(4)], dim=1) + + # re-index edges + # Different types of nodes all start from 0, need to re-index according to types + d_of_mapping_dict = { + 0: [domain_old_to_new[0], domain_old_to_new[3]], + 1: [domain_old_to_new[0], domain_old_to_new[1]], + 2: [domain_old_to_new[3], domain_old_to_new[2]], + 3: [domain_old_to_new[3], domain_old_to_new[3]] + } + + for i, remain_edge in tqdm(node_type_overlapping_edge.items()): + edges = remain_edge[:2] + edge_types = remain_edge[2] + new_edges = edges.clone() + dict1 = d_of_mapping_dict[i][0] + dict2 = d_of_mapping_dict[i][1] + + # Update the first dimension using dict1 + for old, new in dict1.items(): + new_edges[0, edges[0] == old] = new + + # Update the second dimension using dict2 + for old, new in dict2.items(): + new_edges[1, edges[1] == old] = new + + final_edges = torch.cat([new_edges, edge_types.unsqueeze(0)], dim=0) + node_type_overlapping_edge[i] = final_edges + + edges_final = torch.cat([node_type_overlapping_edge[i] for i in range(4)], dim=1) + assert edges_final.shape == edges_full.shape + edge_index = torch.LongTensor(edges_final[:2]) + edge_types = torch.LongTensor(edges_final[2]) + + # re-index nodes + author_data['new_id'] = author_data['id'].map(domain_old_to_new[0]) + author_data.dropna(subset=['new_id'], inplace=True) + author_data['new_id'] = author_data['new_id'].astype(int) + institution_data['new_id'] = institution_data['id'].map(domain_old_to_new[1]) + institution_data.dropna(subset=['new_id'], inplace=True) + institution_data['new_id'] = institution_data['new_id'].astype(int) + field_of_study_data['new_id'] = field_of_study_data['id'].map(domain_old_to_new[2]) + field_of_study_data.dropna(subset=['new_id'], inplace=True) + field_of_study_data['new_id'] = field_of_study_data['new_id'].astype(int) + paper_data['new_id'] = paper_data['id'].map(domain_old_to_new[3]) + paper_data.dropna(subset=['new_id'], inplace=True) + paper_data['new_id'] = paper_data['new_id'].astype(int) + + # add text data onto the graph (paper nodes) + merged_df = pd.merge(paper_data, paper_text_data, on='mag_id', how='outer') + merged_df.dropna(subset=['new_id'], inplace=True) + merged_df['new_id'] = merged_df['new_id'].astype(int) + merged_df['mag_id'] = merged_df['mag_id'].astype(int) + merged_df = merged_df.drop_duplicates(subset=['new_id']) + + # record node_info into dict + node_frame = {0: author_data, 1: institution_data, 2: field_of_study_data, 3: merged_df} + node_info = {} + node_types = [] + for node_type, frame in tqdm(node_frame.items()): + for idx, row in frame.iterrows(): + # csv_row to dict + node_info[row['new_id']] = row.to_dict() + node_types.append(node_type) + node_types = torch.tensor(node_types) + if len(node_types) != tot_n: + raise ValueError('node_types length does not match tot_n') + + processed_data = { + 'node_info': node_info, + 'edge_index': edge_index, + 'edge_types': edge_types, + 'node_types': node_types + } + + print('Start saving processed data...') + save_files(save_path=self.processed_data_dir, **processed_data) + + return processed_data diff --git a/stark_qa/skb/prime.py b/stark_qa/skb/prime.py new file mode 100644 index 0000000000000000000000000000000000000000..96c5b5e195abcb3d220e1c15e91fff515591bfab --- /dev/null +++ b/stark_qa/skb/prime.py @@ -0,0 +1,373 @@ +import os +import os.path as osp +import pickle +import torch +import gdown +import zipfile +import json +import pandas as pd +from huggingface_hub import hf_hub_download +from tdc.resource import PrimeKG +from typing import Union + +from stark_qa.skb.knowledge_base import SKB +from stark_qa.tools.process_text import compact_text, clean_dict +from stark_qa.tools.node import Node, register_node +from stark_qa.tools.io import save_files, load_files +from stark_qa.tools.download_hf import download_hf_file + + +DATASET = { + "repo": "snap-stanford/stark", + "raw": "skb/prime/raw.zip", + "processed": "skb/prime/processed.zip", +} + +class PrimeSKB(SKB): + + NODE_TYPES = [ + 'disease', 'gene/protein', 'molecular_function', 'drug', 'pathway', + 'anatomy', 'effect/phenotype', 'biological_process', 'cellular_component', 'exposure' + ] + RELATION_TYPES = [ + 'ppi', 'carrier', 'enzyme', 'target', 'transporter', 'contraindication', + 'indication', 'off-label use', 'synergistic interaction', 'associated with', + 'parent-child', 'phenotype absent', 'phenotype present', 'side effect', + 'interacts with', 'linked to', 'expression present', 'expression absent' + ] + META_DATA = ['id', 'type', 'name', 'source', 'details'] + candidate_types = NODE_TYPES + + def __init__(self, + root: Union[str, None] = None, + download_processed: bool = True, + **kwargs): + """ + Initialize the PrimeSKB class. + + Args: + root (Union[str, None]): Root directory to store the dataset. If None, default HF cache paths will be used. + download_processed (bool): Whether to download the processed data. + """ + self.root = root + + if download_processed: + if (self.root is None) or (self.root is not None and not osp.exists(osp.join(root, "processed", 'node_info.pkl'))): + processed_path = hf_hub_download(DATASET["repo"], DATASET["processed"], repo_type="dataset") + if self.root is None: + self.root = osp.dirname(processed_path) + if not osp.exists(osp.join(self.root, "processed", 'node_info.pkl')): + with zipfile.ZipFile(processed_path, 'r') as zip_ref: + zip_ref.extractall(self.root) + print(f"Extracting downloaded processed data to {self.root}") + + self.raw_data_dir = osp.join(self.root, "raw") + self.processed_data_dir = osp.join(osp.join(self.root, "processed")) + + self.kg_path = osp.join(self.raw_data_dir, "kg.csv") + self.meta_path = osp.join(self.raw_data_dir, "primekg_metadata_extended.pkl") + + if osp.exists(osp.join(self.processed_data_dir, 'node_info.pkl')): + processed_data = load_files(self.processed_data_dir) + print(f'Loading from {self.processed_data_dir}!') + else: + processed_data = self._process_raw() + super(PrimeSKB, self).__init__(**processed_data, **kwargs) + + self.node_info = clean_dict(self.node_info) + self.node_attr_dict = {} + for node_type in self.node_type_lst(): + attributes = [] + for idx in self.get_node_ids_by_type(node_type): + attributes.extend(self[idx].__attr__()) + self.node_attr_dict[node_type] = list(set(attributes)) + + def _download_raw_data(self): + """ + Download the raw data if it does not already exist. + """ + zip_path = osp.join(self.root, 'raw.zip') + if not osp.exists(self.kg_path): + download_hf_file( + DATASET["repo"], + DATASET["raw"], + repo_type="dataset", + save_as_file=zip_path + ) + with zipfile.ZipFile(zip_path, 'r') as zip_ref: + zip_ref.extractall(self.root) + os.remove(zip_path) + + def _process_raw(self): + """ + Process the raw data to construct the knowledge base. + + Returns: + dict: Processed data. + """ + self._download_raw_data() + print('Loading data... It might take a while') + with open(self.kg_path, 'r') as rf: + self.raw_data = pd.read_csv(rf) + + # Construct basic information for each node and edge + node_info = {} + node_type_dict = {} + node_types = {} + cnt_dict = {} + ntypes = self.NODE_TYPES + for idx, node_t in enumerate(ntypes): + node_type_dict[idx] = node_t + cnt_dict[node_t] = [0, 0, 0.0] + + for idx, node_id, node_type, node_name, source in zip( + self.raw_data['x_index'], self.raw_data['x_id'], + self.raw_data['x_type'], self.raw_data['x_name'], + self.raw_data['x_source']): + if idx in node_info.keys(): + continue + node_info[idx] = {'id': node_id, 'type': node_type, 'name': node_name, 'source': source} + node_types[idx] = ntypes.index(node_type) + cnt_dict[node_type][0] += 1 + + for item in zip(self.raw_data['y_index'], self.raw_data['y_id'], self.raw_data['y_type'], + self.raw_data['y_name'], self.raw_data['y_source']): + idx, node_id, node_type, node_name, source = item + if idx in node_info.keys(): + continue + + node_info[idx] = {'id': node_id, 'type': node_type, 'name': node_name, 'source': source} + node_types[idx] = ntypes.index(node_type) + cnt_dict[node_type][0] += 1 + + assert len(node_info) == max(node_types.keys()) + 1 + node_types = [node_types[idx] for idx in range(len(node_types))] + + edge_index = [[], []] + edge_types = [] + edge_type_dict = {} + rel_types = self.RELATION_TYPES + for idx, edge_t in enumerate(rel_types): + edge_type_dict[idx] = edge_t + + for head_id, tail_id, relation_type in zip( + self.raw_data['x_index'], self.raw_data['y_index'], self.raw_data['display_relation']): + edge_index[0].append(head_id) + edge_index[1].append(tail_id) + edge_types.append(rel_types.index(relation_type)) + if relation_type not in edge_type_dict.values(): + print('Unexpected new relation type', relation_type) + edge_type_dict[len(edge_type_dict)] = relation_type + + edge_index = torch.LongTensor(edge_index) + edge_types = torch.LongTensor(edge_types) + node_types = torch.LongTensor(node_types) + + # Construct meta information for nodes + with open(self.meta_path, 'rb') as f: + meta = pickle.load(f) + + pathway_dict = meta['pathway'] + pathway = {} + for v in pathway_dict.values(): + try: + pathway[v['name'][0]] = v + except: + pass + + print('Constructing meta data for nodes...') + print('Total number of nodes:', len(node_info)) + for idx in node_info.keys(): + tp = node_info[idx]['type'] + + if tp in ['disease', 'drug', 'exposure', 'anatomy', 'effect/phenotype']: + continue + elif tp in ['biological_process', 'molecular_function', 'cellular_component']: + node_meta = meta[tp].get(node_info[idx]['id'], 'No meta data') + elif tp == 'gene/protein': + node_meta = meta[tp].get(node_info[idx]['name'], 'No meta data') + elif tp == 'pathway': + node_meta = pathway.get(node_info[idx]['name'], 'No meta data') + else: + print('Unexpected type:', tp) + raise NotImplementedError + + if isinstance(node_meta, dict): + filtered_node_meta = {k: v for k, v in node_meta.items() if v is not None and v != ['']} + if filtered_node_meta == {}: + continue + else: + node_info[idx]['details'] = filtered_node_meta + cnt_dict[tp][1] += 1 + elif node_meta == 'No meta data': + continue + elif isinstance(node_meta, str): + try: + assert node_meta == node_info[idx]['name'] + except: + print('Problematic:', node_meta, node_info[idx]['name']) + else: + raise NotImplementedError + + data = PrimeKG(path=self.raw_data_dir) + + drug_feature = data.get_features(feature_type='drug') + disease_feature = data.get_features(feature_type='disease') + + drug_set = set() + for i in range(len(drug_feature)): + id = drug_feature.iloc[i]['node_index'] + if id in drug_set: + continue + drug_set.add(id) + cnt_dict['drug'][1] += 1 + details_dict = drug_feature.iloc[i].to_dict() + del details_dict['node_index'] + node_info[id]['details'] = details_dict + + disease_set = set() + for i in range(len(disease_feature)): + id = disease_feature.iloc[i]['node_index'] + if id in disease_set: + continue + disease_set.add(id) + cnt_dict['disease'][1] += 1 + details_dict = disease_feature.iloc[i].to_dict() + del details_dict['node_index'] + node_info[id]['details'] = details_dict + + for k, trip in cnt_dict.items(): + cnt_dict[k] = (trip[0], trip[1], trip[1] * 1.0 / trip[0]) + with open(osp.join(self.root, 'stats.json'), 'w') as df: + print('Saving stats to', osp.join(self.root, 'stats.json')) + json.dump(cnt_dict, df, indent=4) + + files = { + 'node_info': node_info, + 'edge_index': edge_index, + 'edge_types': edge_types, + 'edge_type_dict': edge_type_dict, + 'node_types': node_types, + 'node_type_dict': node_type_dict + } + print(f'Saving to {self.processed_data_dir}...') + save_files(save_path=self.processed_data_dir, **files) + return files + + def __getitem__(self, idx): + """ + Get the node at the specified index. + + Args: + idx (int): Index of the node. + + Returns: + Node: The node at the specified index. + """ + idx = int(idx) + node_info = self.node_info[idx] + node = Node() + register_node(node, node_info) + return node + + def get_doc_info(self, idx, add_rel=False, compact=False, n_rel=-1) -> str: + """ + Get document information for the specified node. + + Args: + idx (int): Index of the node. + add_rel (bool): Whether to add relationship information. + compact (bool): Whether to compact the text. + n_rel (int): Number of relationships to add. + + Returns: + str: Document information. + """ + node = self[idx] + node_info = self.node_info[idx] + doc = f'- name: {node.name}\n' + doc += f'- type: {node.type}\n' + doc += f'- source: {node.source}\n' + gene_protein_text_explain = { + 'name': 'gene name', + 'type_of_gene': 'gene types', + 'alias': 'other gene names', + 'other_names': 'extended other gene names', + 'genomic_pos': 'genomic position', + 'generif': 'PubMed text', + 'interpro': 'protein family and classification information', + 'summary': 'protein summary text' + } + + feature_text = f'- details:\n' + feature_cnt = 0 + if 'details' in node_info.keys(): + for key, value in node_info['details'].items(): + if str(value) in ['', 'nan'] or key.startswith('_') or '_id' in key: + continue + if node.type == 'gene/protein' and key in gene_protein_text_explain.keys(): + if 'interpro' in key: + if isinstance(value, dict): + value = [value] + value = [v['desc'] for v in value] + if 'generif' in key: + value = '; '.join([v['text'] for v in value]) + value = ' '.join(value.split(' ')[:50000]) + if 'genomic_pos' in key: + if isinstance(value, list): + value = value[0] + feature_text += f' - {key} ({gene_protein_text_explain[key]}): {value}\n' + feature_cnt += 1 + else: + feature_text += f' - {key}: {value}\n' + feature_cnt += 1 + if feature_cnt == 0: + feature_text = '' + + doc += feature_text + + if add_rel: + doc += self.get_rel_info(idx, n_rel=n_rel) + if compact: + doc = compact_text(doc) + + return doc + + def get_rel_info(self, + idx: int, + rel_types: Union[list, None] = None, + n_rel: int = -1) -> str: + """ + Get relation information for the specified node. + + Args: + idx (int): Index of the node. + rel_types (Union[list, None]): List of relation types or None if all relation types are included. + n_rel (int): Number of relations. Default is -1 if all relations are included. + + Returns: + doc (str): Relation information. + """ + doc = '' + rel_types = self.rel_type_lst() if rel_types is None else rel_types + for edge_t in rel_types: + node_ids = torch.LongTensor(self.get_neighbor_nodes(idx, edge_t)) + if len(node_ids) == 0: + continue + doc += f"\n {edge_t.replace(' ', '_')}: " + "{" + node_types = self.node_types[node_ids] + + for node_type in set(node_types.tolist()): + neighbors = [] + doc += f'{self.node_type_dict[node_type]}: ' + node_ids_t = node_ids[node_types == node_type] + if n_rel > 0: + node_ids_t = node_ids_t[torch.randperm(len(node_ids_t))[:n_rel]] + for i in node_ids_t: + neighbors.append(f'{self[i].name}') + neighbors = '(' + ', '.join(neighbors) + '),' + doc += neighbors + doc += '}' + if len(doc): + doc = '- relations:' + doc + return doc diff --git a/stark_qa/tools/__init__.py b/stark_qa/tools/__init__.py new file mode 100644 index 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stark_qa.tools.api_lib.huggingface import complete_text_hf +from stark_qa.tools.api_lib.openai_emb import get_openai_embedding, get_openai_embeddings, get_sentence_transformer_embeddings, get_contriever_embeddings +from stark_qa.tools.api_lib.voyage_emb import get_voyage_embedding, get_voyage_embeddings + + +# Default parameters for retrying API calls and the sleep time between retries +MAX_OPENAI_RETRY = int(os.getenv("MAX_OPENAI_RETRY", 5)) +OPENAI_SLEEP_TIME = int(os.getenv("OPENAI_SLEEP_TIME", 60)) +MAX_CLAUDE_RETRY = int(os.getenv("MAX_CLAUDE_RETRY", 10)) +CLAUDE_SLEEP_TIME = int(os.getenv("CLAUDE_SLEEP_TIME", 0)) +LLM_PARALLEL_NODES = int(os.getenv("LLM_PARALLEL_NODES", 5)) + +# Register the available text completion LLMs +registered_text_completion_llms = { + "gpt-4-1106-preview", + "gpt-4-0125-preview", + "gpt-4-turbo-preview", + "gpt-4-turbo", + "gpt-4-turbo-2024-04-09", + "claude-2.1", + "claude-3-opus-20240229", + "claude-3-sonnet-20240229", + "claude-3-haiku-20240307", + "huggingface/codellama/CodeLlama-7b-hf", + "text-embedding-3-small", + "text-embedding-3-large", + "text-embedding-ada-002" +} + + + +def get_api_embedding(text, model_name, *args, **kwargs): + if 'voyage' in model_name: + return get_voyage_embedding(text, model_name, *args, **kwargs) + elif 'text-embedding' in model_name: + return get_openai_embedding(text, model_name, *args, **kwargs) + else: + raise ValueError(f"Model {model_name} not recognized.") + + +def get_api_embeddings(text, model_name, *args, **kwargs): + if 'voyage' in model_name: + return get_voyage_embeddings(text, model_name, *args, **kwargs) + elif 'text-embedding' in model_name: + return get_openai_embeddings(text, model_name, *args, **kwargs) + else: + raise ValueError(f"Model {model_name} not recognized.") + + +def parallel_func(func, n_max_nodes=LLM_PARALLEL_NODES): + """ + A general function to call a function on a list of inputs in parallel. + + Args: + func (callable): The function to apply. + n_max_nodes (int): Maximum number of parallel processes. + + Returns: + callable: A wrapper function that applies `func` in parallel. + """ + def _parallel_func(inputs: list, **kwargs): + partial_func = partial(func, **kwargs) + processes = min(len(inputs), n_max_nodes) + with multiprocessing.Pool(processes=processes) as pool: + results = pool.map(partial_func, inputs) + return results + return _parallel_func + + +def get_llm_output(message, + model="gpt-4-0125-preview", + max_tokens=2048, + temperature=1, + json_object=False): + """ + A general function to complete a prompt using the specified model. + + Args: + message (str or list): The input message or a list of message dicts. + model (str): The model to use for completion. + max_tokens (int): Maximum number of tokens to generate. + temperature (float): Sampling temperature. + json_object (bool): Whether to output in JSON format. + + Returns: + str: The completed text generated by the model. + + Raises: + ValueError: If the model is not recognized. + """ + if model not in registered_text_completion_llms: + warnings.warn(f"Model {model} is not registered. You may still be able to use it.") + + kwargs = { + 'message': message, + 'model': model, + 'max_tokens': max_tokens, + 'temperature': temperature, + 'json_object': json_object + } + + if 'gpt-4' in model: + kwargs.update({'max_retry': MAX_OPENAI_RETRY, 'sleep_time': OPENAI_SLEEP_TIME}) + return get_gpt_output(**kwargs) + elif 'claude' in model: + kwargs.update({'max_retry': MAX_CLAUDE_RETRY, 'sleep_time': CLAUDE_SLEEP_TIME}) + return complete_text_claude(**kwargs) + elif 'huggingface' in model: + return complete_text_hf(**kwargs) + else: + raise ValueError(f"Model {model} not recognized.") + +# Parallel functions for text completion +complete_texts_claude = parallel_func(complete_text_claude) +complete_texts_hf = parallel_func(complete_text_hf) +get_gpt_outputs = parallel_func(get_gpt_output) +get_llm_outputs = parallel_func(get_llm_output) diff --git a/stark_qa/tools/api_lib/__init__.py b/stark_qa/tools/api_lib/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..e8db0b7dedebb586a64134ed1aa3e1bf0a85ad97 --- /dev/null +++ b/stark_qa/tools/api_lib/__init__.py @@ -0,0 +1,28 @@ +import os +import os.path as osp +import warnings +import openai + +try: + assert os.environ.get("ANTHROPIC_API_KEY") is not None + print("Anthropic API key found.") +except Exception as e: + pass + + +try: + assert os.environ.get("VOYAGE_API_KEY") is not None + print("Voyage API key found.") +except Exception as e: + pass + + +try: + assert os.environ.get("OPENAI_API_KEY") is not None + print("OpenAI API key found.") + + openai.api_key = os.environ.get("OPENAI_API_KEY") + openai.organization = os.environ.get("OPENAI_ORG") +except Exception as e: + pass + diff --git a/stark_qa/tools/api_lib/__pycache__/__init__.cpython-311.pyc b/stark_qa/tools/api_lib/__pycache__/__init__.cpython-311.pyc new file mode 100644 index 0000000000000000000000000000000000000000..95dbbddb35275ebfdd32eb027ad7f6e688eadae8 Binary files /dev/null and b/stark_qa/tools/api_lib/__pycache__/__init__.cpython-311.pyc differ diff --git a/stark_qa/tools/api_lib/__pycache__/claude.cpython-311.pyc b/stark_qa/tools/api_lib/__pycache__/claude.cpython-311.pyc new file mode 100644 index 0000000000000000000000000000000000000000..973e2eedfc95ebbd5d854a374a909c129253b6b0 Binary files /dev/null and b/stark_qa/tools/api_lib/__pycache__/claude.cpython-311.pyc differ diff --git a/stark_qa/tools/api_lib/__pycache__/gpt.cpython-311.pyc b/stark_qa/tools/api_lib/__pycache__/gpt.cpython-311.pyc new file mode 100644 index 0000000000000000000000000000000000000000..6059d2e48dd7abedf4c70798ca9aaf1fc9c1e6d0 Binary files /dev/null and b/stark_qa/tools/api_lib/__pycache__/gpt.cpython-311.pyc differ diff --git a/stark_qa/tools/api_lib/__pycache__/huggingface.cpython-311.pyc b/stark_qa/tools/api_lib/__pycache__/huggingface.cpython-311.pyc new file mode 100644 index 0000000000000000000000000000000000000000..f7ec66939ca18bc7a6320d544806342a8b3d8386 Binary files /dev/null and b/stark_qa/tools/api_lib/__pycache__/huggingface.cpython-311.pyc differ diff --git a/stark_qa/tools/api_lib/__pycache__/openai_emb.cpython-311.pyc b/stark_qa/tools/api_lib/__pycache__/openai_emb.cpython-311.pyc new file mode 100644 index 0000000000000000000000000000000000000000..83bfb083c1ded7bff7ff8d267a1d309fa2e37881 Binary files /dev/null and b/stark_qa/tools/api_lib/__pycache__/openai_emb.cpython-311.pyc differ diff --git a/stark_qa/tools/api_lib/__pycache__/voyage_emb.cpython-311.pyc b/stark_qa/tools/api_lib/__pycache__/voyage_emb.cpython-311.pyc new file mode 100644 index 0000000000000000000000000000000000000000..81cf77f057486a00220fb6b320e18c573fc390e2 Binary files /dev/null and b/stark_qa/tools/api_lib/__pycache__/voyage_emb.cpython-311.pyc differ diff --git a/stark_qa/tools/api_lib/claude.py b/stark_qa/tools/api_lib/claude.py new file mode 100644 index 0000000000000000000000000000000000000000..5725c45f6cf85832602b33919989f942c75bf185 --- /dev/null +++ b/stark_qa/tools/api_lib/claude.py @@ -0,0 +1,59 @@ +import time +import anthropic +from typing import Any, Union + + +def complete_text_claude(message: Union[str, list], + model: str = "claude-2.1", + json_object: bool = False, + max_tokens: int = 2048, + temperature: float = 1.0, + max_retry: int = 1, + sleep_time: int = 0, + tools: list = [], + **kwargs: Any) -> str: + """ + Call the Claude API to complete a prompt. + + Args: + message (Union[str, list]): The input message or a list of message dicts. + model (str): The model to use for completion. Default is "claude-2.1". + json_object (bool): Whether to output in JSON format. Default is False. + max_tokens (int): Maximum number of tokens to generate. Default is 2048. + temperature (float): Sampling temperature. Default is 1.0. + max_retry (int): Maximum number of retries in case of an error. Default is 1. + sleep_time (int): Sleep time between retries in seconds. Default is 0. + tools (list): List of tools to use for the completion. Default is an empty list. + **kwargs (Any): Additional keyword arguments to pass to the API. + + Returns: + str: The completed text generated by the Claude model. + + Raises: + Exception: If the completion fails after the maximum number of retries. + """ + anthropic_client = anthropic.Anthropic() + if isinstance(message, str): + if json_object: + message = "You are a helpful assistant designed to output in JSON format." + message + messages = [{"role": "user", "content": message}] + else: + messages = message + + for cnt in range(max_retry): + try: + response = anthropic_client.beta.tools.messages.create( + messages=messages, + model=model, + temperature=temperature, + max_tokens=max_tokens, + tools=tools, + **kwargs + ) + completion = response.to_dict() + return completion["content"][0]['text'] + except Exception as e: + print(f"Attempt {cnt} failed: {e}. Retrying after {sleep_time} seconds...") + time.sleep(sleep_time) + + raise Exception("Failed to complete text after maximum retries") diff --git a/stark_qa/tools/api_lib/gpt.py b/stark_qa/tools/api_lib/gpt.py new file mode 100644 index 0000000000000000000000000000000000000000..180d2c9004ee6ec8e4533f1f08982cc30a424cc4 --- /dev/null +++ b/stark_qa/tools/api_lib/gpt.py @@ -0,0 +1,56 @@ +import time +import openai +from typing import Union, List, Dict + + +def get_gpt_output(message: Union[str, List[Dict[str, str]]], + model: str = "gpt-4-1106-preview", + max_tokens: int = 2048, + temperature: float = 1.0, + max_retry: int = 1, + sleep_time: int = 60, + json_object: bool = False) -> str: + """ + Call the OpenAI API to get the GPT model output for a given prompt. + + Args: + message (Union[str, List[Dict[str, str]]]): The input message or a list of message dicts. + model (str): The model to use for completion. Default is "gpt-4-1106-preview". + max_tokens (int): Maximum number of tokens to generate. Default is 2048. + temperature (float): Sampling temperature. Default is 1.0. + max_retry (int): Maximum number of retries in case of an error. Default is 1. + sleep_time (int): Sleep time between retries in seconds. Default is 60. + json_object (bool): Whether to output in JSON format. Default is False. + + Returns: + str: The completed text generated by the GPT model. + + Raises: + Exception: If the completion fails after the maximum number of retries. + """ + if json_object: + if isinstance(message, str) and 'json' not in message.lower(): + message = 'You are a helpful assistant designed to output JSON. ' + message + + if isinstance(message, str): + messages = [{"role": "user", "content": message}] + else: + messages = message + + kwargs = {"response_format": {"type": "json_object"}} if json_object else {} + + for cnt in range(max_retry): + try: + chat = openai.OpenAI().chat.completions.create( + messages=messages, + model=model, + temperature=temperature, + max_tokens=max_tokens, + **kwargs + ) + return chat.choices[0].message.content + except Exception as e: + print(f"Attempt {cnt} failed: {e}. Retrying after {sleep_time} seconds...") + time.sleep(sleep_time) + + raise Exception("Failed to get GPT output after maximum retries") diff --git a/stark_qa/tools/api_lib/huggingface.py b/stark_qa/tools/api_lib/huggingface.py new file mode 100644 index 0000000000000000000000000000000000000000..da22c95426b1a28f0646b1797a4223ceed462b4d --- /dev/null +++ b/stark_qa/tools/api_lib/huggingface.py @@ -0,0 +1,75 @@ +import time +import torch +from transformers import AutoModelForCausalLM, AutoTokenizer + +# Dictionary to cache loaded Hugging Face models and tokenizers +loaded_hf_models = {} + + +def complete_text_hf(message: str, + model: str = "huggingface/codellama/CodeLlama-7b-hf", + max_tokens: int = 2000, + temperature: float = 0.5, + json_object: bool = False, + max_retry: int = 1, + sleep_time: int = 0, + stop_sequences: list = [], + **kwargs) -> str: + """ + Generate text completion using a specified Hugging Face model. + + Args: + message (str): The input text message for completion. + model (str): The Hugging Face model to use. Default is "huggingface/codellama/CodeLlama-7b-hf". + max_tokens (int): The maximum number of tokens to generate. Default is 2000. + temperature (float): Sampling temperature for generation. Default is 0.5. + json_object (bool): Whether to format the message for JSON output. Default is False. + max_retry (int): Maximum number of retries in case of an error. Default is 1. + sleep_time (int): Sleep time between retries in seconds. Default is 0. + stop_sequences (list): List of stop sequences to halt the generation. + **kwargs: Additional keyword arguments for the `generate` function. + + Returns: + str: The generated text completion. + """ + if json_object: + message = "You are a helpful assistant designed to output in JSON format." + message + + # Determine the device to run the model on (GPU if available, otherwise CPU) + device = torch.device("cuda" if torch.cuda.is_available() else "cpu") + model_name = model.split("/", 1)[1] + + # Load the model and tokenizer if not already loaded + if model_name in loaded_hf_models: + hf_model, tokenizer = loaded_hf_models[model_name] + else: + hf_model = AutoModelForCausalLM.from_pretrained(model).to(device) + tokenizer = AutoTokenizer.from_pretrained(model) + loaded_hf_models[model_name] = (hf_model, tokenizer) + + # Encode the input message + encoded_input = tokenizer(message, return_tensors="pt", return_token_type_ids=False).to(device) + + for cnt in range(max_retry): + try: + # Generate text completion + output = hf_model.generate( + **encoded_input, + temperature=temperature, + max_new_tokens=max_tokens, + do_sample=True, + return_dict_in_generate=True, + output_scores=True, + **kwargs, + ) + # Decode the generated sequences + sequences = output.sequences + sequences = [sequence[len(encoded_input.input_ids[0]):] for sequence in sequences] + all_decoded_text = tokenizer.batch_decode(sequences) + completion = all_decoded_text[0] + return completion + except Exception as e: + print(f"Retry {cnt}: {e}") + time.sleep(sleep_time) + + raise RuntimeError("Failed to generate text completion after max retries") diff --git a/stark_qa/tools/api_lib/openai_emb.py b/stark_qa/tools/api_lib/openai_emb.py new file mode 100644 index 0000000000000000000000000000000000000000..ee3a4823ed778670dbc4154128c0f18a6936ea5d --- /dev/null +++ b/stark_qa/tools/api_lib/openai_emb.py @@ -0,0 +1,170 @@ +from pathlib import Path +import re +import torch +import openai +from functools import partial +import time +import multiprocessing +from sentence_transformers import SentenceTransformer +from concurrent.futures import ProcessPoolExecutor +from torch.multiprocessing import set_start_method +import os +from transformers import AutoModel, AutoTokenizer, AutoConfig +from Reranking.rerankers.node import Contriever +import torch.nn as nn + +# Global cache to store loaded models +MODEL_CACHE = {} + + +def get_openai_embedding(text: str, + model: str = "text-embedding-ada-002", + max_retry: int = 10, + sleep_time: int = 0) -> torch.FloatTensor: + """ + Get the OpenAI embedding for a given text. + + Args: + text (str): The input text to be embedded. + model (str): The model to use for embedding. Default is "text-embedding-ada-002". + max_retry (int): Maximum number of retries in case of an error. Default is 1. + sleep_time (int): Sleep time between retries in seconds. Default is 0. + + Returns: + torch.FloatTensor: The embedding of the input text. + """ + assert isinstance(text, str), f'text must be str, but got {type(text)}' + assert len(text) > 0, 'text to be embedded should be non-empty' + + client = openai.OpenAI() + + for _ in range(max_retry): + try: + emb = client.embeddings.create(input=[text], model=model) + return torch.FloatTensor(emb.data[0].embedding).view(1, -1) + except openai.BadRequestError as e: + print(f'{e}') + e = str(e) + ori_length = len(text.split(' ')) + match = re.search(r'maximum context length is (\d+) tokens, however you requested (\d+) tokens', e) + if match is not None: + max_length = int(match.group(1)) + cur_length = int(match.group(2)) + ratio = float(max_length) / cur_length + for reduce_rate in range(9, 0, -1): + shorten_text = text.split(' ') + length = int(ratio * ori_length * (reduce_rate * 0.1)) + shorten_text = ' '.join(shorten_text[:length]) + try: + emb = client.embeddings.create(input=[shorten_text], model=model) + print(f'length={length} works! reduce_rate={0.1 * reduce_rate}.') + return torch.FloatTensor(emb.data[0].embedding).view(1, -1) + except: + continue + except (openai.RateLimitError, openai.APITimeoutError) as e: + print(f'{e}, sleep for {sleep_time} seconds') + time.sleep(sleep_time) + raise RuntimeError("Failed to get embedding after maximum retries") + + +def get_openai_embeddings(texts: list, + model: str = "text-embedding-ada-002", + n_max_nodes: int = 5) -> torch.FloatTensor: + """ + Get embeddings for a list of texts using OpenAI's embedding model. + + Args: + texts (list): List of input texts to be embedded. + n_max_nodes (int): Maximum number of parallel processes. Default is 5. + model (str): The model to use for embedding. Default is "text-embedding-ada-002". + + Returns: + torch.FloatTensor: A tensor containing embeddings for all input texts. + """ + assert isinstance(texts, list), f'texts must be list, but got {type(texts)}' + assert all([len(s) > 0 for s in texts]), 'every string in the `texts` list to be embedded should be non-empty' + + processes = min(len(texts), n_max_nodes) + ada_encoder = partial(get_openai_embedding, model=model) + + with multiprocessing.Pool(processes=processes) as pool: + results = pool.map(ada_encoder, texts) + + results = torch.cat(results, dim=0) + return results + + +# Define the batch processing function at global scope +def process(text, encoder): + + embeddings = encoder.encode(text, convert_to_tensor=True) + return embeddings + + +def get_sentence_transformer_embeddings(texts: list, + model_name: str = "all-mpnet-base-v2") -> torch.FloatTensor: + + assert isinstance(texts, list), f'texts must be list, but got {type(texts)}' + assert all([len(s) > 0 for s in texts]), 'every string in the `texts` list to be embedded should be non-empty' + + # only load the model once + if model_name not in MODEL_CACHE: + # Use partial to pass the model name to the get_embedding function + encoder = SentenceTransformer(model_name) + MODEL_CACHE[model_name] = encoder + else: + # print(f"Using cached model: {model_name}") + encoder = MODEL_CACHE[model_name] + + # if os.name == 'posix': + # set_start_method('spawn', force=True) + + results = process(texts, encoder=encoder) + + results = results.cpu() + + # Free up CUDA memory + torch.cuda.empty_cache() + + return results + + +def get_contriever(dataset_name) -> torch.FloatTensor: + # Use partial to pass the model name to the get_embedding function + contriever_name = 'facebook/contriever' + encoder = AutoModel.from_pretrained(contriever_name) + tokenizer = AutoTokenizer.from_pretrained(contriever_name) + emb_dim = 768 + + encoder = Contriever(encoder, emb_dim=emb_dim) + current_file = Path(__file__).resolve() + project_root = current_file.parents[3] + checkpoint_path = f"{project_root}/Reasoning/text_retrievers/model_checkpoint/contriever/{dataset_name}/best_20250204.pth" + checkpoint = torch.load(checkpoint_path) + encoder.load_state_dict(checkpoint) + encoder.to('cuda') + encoder.eval() + + return encoder, tokenizer + + +@torch.no_grad() +def get_contriever_embeddings(texts, encoder, tokenizer, device) -> torch.FloatTensor: + if isinstance(texts, str): + texts = [texts] + + + text_enc = tokenizer(texts, padding='max_length', truncation=True, return_tensors='pt', max_length=512) + + input_ids = text_enc['input_ids'].to(device) + attention_mask = text_enc['attention_mask'].to(device) + token_type_ids = text_enc.get('token_type_ids', None) + if token_type_ids is not None: + token_type_ids = token_type_ids.to(device) + embeddings = encoder.get_text_emb(input_ids, attention_mask, token_type_ids) + + embeddings = embeddings.cpu() + # Free up CUDA memory + torch.cuda.empty_cache() + + return embeddings \ No newline at end of file diff --git a/stark_qa/tools/api_lib/voyage_emb.py b/stark_qa/tools/api_lib/voyage_emb.py new file mode 100644 index 0000000000000000000000000000000000000000..7656ddce694d497c1d2cb647a5b19309397d7c3a --- /dev/null +++ b/stark_qa/tools/api_lib/voyage_emb.py @@ -0,0 +1,82 @@ +import re +import torch +import voyageai +from functools import partial +import time +import multiprocessing + + +def get_voyage_embedding(text: str, + model: str = "voyage-large-2-instruct", + max_retry: int = 10, + sleep_time: int = 60) -> torch.FloatTensor: + """ + Get the voyage embedding for a given text. + + Args: + text (str): The input text to be embedded. + model (str): The model to use for embedding. Default is "voyage-large-2-instruct". + max_retry (int): Maximum number of retries in case of an error. Default is 1. + sleep_time (int): Sleep time between retries in seconds. Default is 0. + + Returns: + torch.FloatTensor: The embedding of the input text. + """ + assert isinstance(text, str), f'text must be str, but got {type(text)}' + assert len(text) > 0, 'text to be embedded should be non-empty' + + client = voyageai.Client() + for _ in range(max_retry): + try: + emb = client.embed([text], model=model).embeddings + return torch.FloatTensor(emb).view(1, -1) + except voyageai.error.InvalidRequestError as e: + print(f'{e}') + e = str(e) + ori_length = len(text.split(' ')) + match = re.search(r'The max allowed tokens per submitted batch is (\d+). Your batch has (\d+) tokens after truncation', e) + if match is not None: + max_length = int(match.group(1)) + cur_length = int(match.group(2)) + ratio = float(max_length) / cur_length + for reduce_rate in range(9, 0, -1): + shorten_text = text.split(' ') + length = int(ratio * ori_length * (reduce_rate * 0.1)) + shorten_text = ' '.join(shorten_text[:length]) + try: + emb = client.embed([shorten_text], model=model).embeddings + print(f'length={length} works! reduce_rate={0.1 * reduce_rate}.') + return torch.FloatTensor(emb).view(1, -1) + except: + continue + except Exception as e: + print(f'{e}, sleep for {sleep_time} seconds') + time.sleep(sleep_time) + raise RuntimeError("Failed to get embedding after maximum retries") + + +def get_voyage_embeddings(texts: list, + n_max_nodes: int = 128, + model: str = "voyage-large-2-instruct") -> torch.FloatTensor: + """ + Get embeddings for a list of texts using voyage's embedding model. + + Args: + texts (list): List of input texts to be embedded. + n_max_nodes (int): Maximum number of parallel processes. Default is 5. + model (str): The model to use for embedding. Default is "voyage-large-2-instruct". + + Returns: + torch.FloatTensor: A tensor containing embeddings for all input texts. + """ + assert isinstance(texts, list), f'texts must be list, but got {type(texts)}' + assert all([len(s) > 0 for s in texts]), 'every string in the `texts` list to be embedded should be non-empty' + + processes = min(len(texts), n_max_nodes) + ada_encoder = partial(get_voyage_embedding, model=model) + + with multiprocessing.Pool(processes=processes) as pool: + results = pool.map(ada_encoder, texts) + + results = torch.cat(results, dim=0) + return results diff --git a/stark_qa/tools/args.py b/stark_qa/tools/args.py new file mode 100644 index 0000000000000000000000000000000000000000..3160e055824cd111f76bdad62c92124a4d56d821 --- /dev/null +++ b/stark_qa/tools/args.py @@ -0,0 +1,36 @@ +import argparse + + +def load_args(args_dict): + """ + Convert a dictionary into an argparse.Namespace object. + + Args: + args_dict (dict): Dictionary of arguments to be converted. + + Returns: + argparse.Namespace: Namespace object with the arguments. + """ + args = argparse.Namespace() + for key, value in args_dict.items(): + setattr(args, key, value) + return args + + +def merge_args(args_1, args_2): + """ + Merge two argparse.Namespace objects. Arguments from args_2 have higher priority. + + Args: + args_1 (argparse.Namespace): First namespace object. + args_2 (argparse.Namespace): Second namespace object. + + Returns: + argparse.Namespace: Merged namespace object. + """ + args = argparse.Namespace() + for key, value in args_1.__dict__.items(): + setattr(args, key, value) + for key, value in args_2.__dict__.items(): + setattr(args, key, value) + return args diff --git a/stark_qa/tools/download_hf.py b/stark_qa/tools/download_hf.py new file mode 100644 index 0000000000000000000000000000000000000000..4b891141a9a685f63716f2cdea43dd76bbd1d7d6 --- /dev/null +++ b/stark_qa/tools/download_hf.py @@ -0,0 +1,64 @@ +import os +import shutil +from huggingface_hub import hf_hub_download, list_repo_files + + +def download_hf_file(repo, file, repo_type="dataset", save_as_file=None): + """ + Downloads a file from a Hugging Face repository and saves it to the specified path. + + Args: + repo (str): The repository name. + file (str): The file path within the repository to download. + repo_type (str): The type of the repository (e.g., 'dataset'). + save_as_file (str, optional): The local file path to save the downloaded file. + If not provided, saves the file in the current directory + with the same name as the original file. + """ + # Download the file from the repository + file_path = hf_hub_download(repo, file, repo_type=repo_type) + + # Determine the save path + if save_as_file is None: + return file_path + + # Create necessary directories + os.makedirs(os.path.dirname(save_as_file), exist_ok=True) + + # Copy the downloaded file to the desired location + if not os.path.exists(save_as_file) and file_path != save_as_file: + shutil.copy2(file_path, save_as_file) + + print(f"Downloaded from to !") + return save_as_file + +def download_hf_folder(repo, folder, repo_type="dataset", save_as_folder=None): + """ + Downloads a folder from a Hugging Face repository and saves it to the specified directory. + + Args: + repo (str): The repository name. + folder (str): The folder path within the repository to download. + repo_type (str): The type of the repository (e.g., 'dataset'). + save_as_folder (str, optional): The local directory to save the downloaded folder. + Defaults to "data/". + """ + # List all files in the repository + files = list_repo_files(repo, repo_type=repo_type) + + # Filter files that belong to the specified folder + folder_files = [f for f in files if f.startswith(folder + '/')] + + # Download and save each file in the folder + for file in folder_files: + file_path = hf_hub_download(repo, file, repo_type=repo_type) + if save_as_folder is not None: + new_file_path = os.path.join(save_as_folder, os.path.relpath(file, folder)) + os.makedirs(os.path.dirname(new_file_path), exist_ok=True) + if not os.path.exists(new_file_path) and file_path != new_file_path: + shutil.copy2(file_path, new_file_path) + else: + # get the upper dir absolute dir name of the file + save_as_folder = os.path.dirname(os.path.dirname(file_path)) + print(f"Use file from {file_path}.") + return save_as_folder diff --git a/stark_qa/tools/graph.py b/stark_qa/tools/graph.py new file mode 100644 index 0000000000000000000000000000000000000000..493f6f17c19227f87db25dbcebce7077c6a91339 --- /dev/null +++ b/stark_qa/tools/graph.py @@ -0,0 +1,95 @@ +from typing import List, Optional, Tuple, Union +import torch +from torch import Tensor +from torch_geometric.utils.num_nodes import maybe_num_nodes + + +def k_hop_subgraph( + node_idx: Union[int, List[int], Tensor], + num_hops: int, + edge_index: Tensor, + relabel_nodes: bool = False, + num_nodes: Optional[int] = None, + flow: str = 'source_to_target', + directed: bool = False, +) -> Tuple[Tensor, Tensor, Tensor, Tensor]: + """ + Extracts the k-hop subgraph around a given node or a list of nodes. + + Args: + node_idx (Union[int, List[int], Tensor]): The central node or a list of central nodes. + num_hops (int): The number of hops to consider. + edge_index (Tensor): The edge indices of the graph. + relabel_nodes (bool, optional): If True, the nodes will be relabeled to a contiguous range. Defaults to False. + num_nodes (Optional[int], optional): The number of nodes in the graph. Defaults to None. + flow (str, optional): The flow direction ('source_to_target', 'target_to_source', 'bidirectional'). Defaults to 'source_to_target'. + directed (bool, optional): If True, the graph is treated as directed. Defaults to False. + + Returns: + Tuple[Tensor, Tensor, Tensor, Tensor]: The node indices, the edge indices, the indices of the original nodes, and the edge mask. + """ + + num_nodes = maybe_num_nodes(edge_index, num_nodes) + + assert flow in ['source_to_target', 'target_to_source', 'bidirectional'], "Invalid flow direction" + + if flow == 'target_to_source': + row, col = edge_index + elif flow == 'source_to_target': + col, row = edge_index + else: + col, row = torch.concat([edge_index, edge_index[[1, 0]]], dim=1) + + node_mask = row.new_empty(num_nodes, dtype=torch.bool) + edge_mask = row.new_empty(row.size(0), dtype=torch.bool) + + if isinstance(node_idx, (int, list, tuple)): + node_idx = torch.tensor([node_idx], device=row.device).flatten() + else: + node_idx = node_idx.to(row.device) + + subsets = [node_idx] + + for _ in range(num_hops): + node_mask.fill_(False) + node_mask[subsets[-1]] = True + torch.index_select(node_mask, 0, row, out=edge_mask) + subsets.append(col[edge_mask]) + + subset, inv = torch.cat(subsets).unique(return_inverse=True) + inv = inv[:node_idx.numel()] + + node_mask.fill_(False) + node_mask[subset] = True + + if flow == 'bidirectional': + col, row = edge_index + + if not directed: + edge_mask = node_mask[row] & node_mask[col] + + edge_index = edge_index[:, edge_mask] + + if relabel_nodes: + edge_index = relabel_graph(subset, edge_index, num_nodes) + + return subset, edge_index, inv, edge_mask + + +def relabel_graph(subset: Tensor, edge_index: Tensor, num_nodes: int) -> Tensor: + """ + Relabels the nodes in the graph to a contiguous range. + + Args: + subset (Tensor): The subset of nodes. + edge_index (Tensor): The edge indices of the graph. + num_nodes (int): The number of nodes in the graph. + + Returns: + Tensor: The relabeled edge indices. + """ + row, col = edge_index + node_idx = row.new_full((num_nodes, ), -1) + node_idx[subset] = torch.arange(subset.size(0), device=row.device) + edge_index = node_idx[edge_index] + return edge_index diff --git a/stark_qa/tools/io.py b/stark_qa/tools/io.py new file mode 100644 index 0000000000000000000000000000000000000000..3d89aceb3bdc3f893a030fa9f492a8d3b687aae3 --- /dev/null +++ b/stark_qa/tools/io.py @@ -0,0 +1,100 @@ +import os +import os.path as osp +import pickle +import torch +import json + + +def read_from_file(file_path): + """ + Read content from a file based on its extension. + + Args: + file_path (str): Path to the file. + + Returns: + content: Content of the file. + + Raises: + NotImplementedError: If the file type is not supported. + """ + if file_path.endswith('.txt'): + with open(file_path, 'r') as f: + return f.read() + elif file_path.endswith('.json'): + with open(file_path, 'r') as f: + return json.load(f) + elif file_path.endswith('.pkl'): + with open(file_path, 'rb') as f: + return pickle.load(f) + else: + raise NotImplementedError(f'File type not supported: {file_path}') + + +def write_to_file(file_path, content): + """ + Write content to a file based on its extension. + + Args: + file_path (str): Path to the file. + content: Content to write. + + Raises: + NotImplementedError: If the file type is not supported. + """ + if file_path.endswith('.txt'): + with open(file_path, 'w') as f: + f.write(content) + elif file_path.endswith('.json'): + with open(file_path, 'w') as f: + json.dump(content, f, indent=4) + elif file_path.endswith('.pkl'): + with open(file_path, 'wb') as f: + pickle.dump(content, f) + else: + raise NotImplementedError(f'File type not supported: {file_path}') + + +def save_files(save_path, **kwargs): + """ + Save multiple files in a specified directory. + + Args: + save_path (str): Directory to save the files. + **kwargs: Keyword arguments where keys are filenames (without extension) and values are the contents. + """ + os.makedirs(save_path, exist_ok=True) + for key, value in kwargs.items(): + if isinstance(value, dict): + with open(osp.join(save_path, f'{key}.pkl'), 'wb') as f: + pickle.dump(value, f) + elif isinstance(value, torch.Tensor): + torch.save(value, osp.join(save_path, f'{key}.pt')) + else: + raise NotImplementedError(f'File type not supported for key: {key}') + + +def load_files(save_path): + """ + Load all files from a specified directory. + + Args: + save_path (str): Directory to load the files from. + + Returns: + dict: Dictionary with filenames (without extension) as keys and file contents as values. + """ + loaded_dict = {} + for file in os.listdir(save_path): + if os.path.isdir(osp.join(save_path, file)): + continue + file_path = osp.join(save_path, file) + file_name, file_ext = osp.splitext(file) + if file_ext == '.pkl': + with open(file_path, 'rb') as f: + loaded_dict[file_name] = pickle.load(f) + elif file_ext == '.pt': + loaded_dict[file_name] = torch.load(file_path) + else: + raise NotImplementedError(f'File type not supported: {file}') + return loaded_dict diff --git a/stark_qa/tools/local_encoder.py b/stark_qa/tools/local_encoder.py new file mode 100644 index 0000000000000000000000000000000000000000..f4861879b013450770f5fd13071e7be23625a5e9 --- /dev/null +++ b/stark_qa/tools/local_encoder.py @@ -0,0 +1,89 @@ +import torch +from typing import List, Union + +loaded_llm_models = {} + + +def get_llm2vec_embeddings(text: Union[str, List[str]], + model_name: str = 'McGill-NLP/LLM2Vec-Meta-Llama-3-8B-Instruct-mntp', + peft_model_name: str = 'McGill-NLP/LLM2Vec-Meta-Llama-3-8B-Instruct-mntp-unsup-simcse', + instruction: str = '', + device: str = 'cuda', + norm=True) -> torch.Tensor: + """ + Get LLM2Vec embeddings for the given text. + + Args: + text (Union[str, List[str]]): The input text to be embedded. + model_name (str): The model to use for embedding. + peft_model_name (str): The model to use for PEFT embeddings. + + Returns: + torch.Tensor: The embedding(s) of the input text(s). + """ + try: + from llm2vec import LLM2Vec + except ImportError: + raise ImportError("Please install the llm2vec package using `pip install llm2vec`.") + + if peft_model_name in loaded_llm_models: + l2v = loaded_llm_models[peft_model_name] + else: + l2v = LLM2Vec.from_pretrained( + model_name, + peft_model_name_or_path=peft_model_name, + device_map=device, + torch_dtype=torch.bfloat16, + ) + loaded_llm_models[peft_model_name] = l2v + + if isinstance(text, str): + text = [text] + + if len(instruction) > 0: + text = [[instruction, t] for t in text] + embeddings = l2v.encode(text, batch_size=len(text)) + if norm: + embeddings = torch.nn.functional.normalize(embeddings, p=2, dim=1) + return embeddings.view(len(text), -1) + + +def get_gritlm_embeddings(text: Union[str, List[str]], + model_name: str = 'GritLM/GritLM-7B', + instruction: str = '', + device: str = 'cuda' + ) -> torch.Tensor: + + try: + from gritlm import GritLM + except ImportError: + raise ImportError("Please install the gritlm package using `pip install gritlm`.") + + def gritlm_instruction(instruction): + return "<|user|>\n" + instruction + "\n<|embed|>\n" if instruction else "<|embed|>\n" + + """ + Get GritLM embeddings for the given text. + + Args: + text (Union[str, List[str]]): The input text to be embedded. + instruction (str): The instruction to be used for GritLM. + model_name (str): The model to use for embedding. + + Returns: + torch.Tensor: The embedding(s) of the input text(s). + """ + + if model_name in loaded_llm_models: + gritlm_model = loaded_llm_models[model_name] + else: + gritlm_model = GritLM(model_name, torch_dtype=torch.bfloat16) + loaded_llm_models[model_name] = gritlm_model + + if isinstance(text, str): + text = [text] + + embeddings = gritlm_model.encode(text, instruction=gritlm_instruction(instruction)) + embeddings = torch.from_numpy(embeddings) + return embeddings.view(len(text), -1) + diff --git a/stark_qa/tools/node.py b/stark_qa/tools/node.py new file mode 100644 index 0000000000000000000000000000000000000000..7472d9805510f919734673c44398a93439927be7 --- /dev/null +++ b/stark_qa/tools/node.py @@ -0,0 +1,78 @@ +def dict_tree(dictionary, indent=0): + """ + Create a visual tree representation of a dictionary. + + Args: + dictionary (dict): The dictionary to represent as a tree. + indent (int): The current indentation level. + + Returns: + str: A string representing the dictionary as a tree. + """ + tree_str = '' + for key, value in dictionary.items(): + if indent > 0: + tree_str += ' |-----' * indent + f"{key}\n" + else: + tree_str += f"--{key}\n" + if isinstance(value, dict): + tree_str += dict_tree(value, indent + 1) + return tree_str + + +class Node: + def __init__(self): + pass + + def __repr__(self): + return dict_tree(self.dictionary) + + def __attr__(self): + """ + Recursively gather attributes of the node. + + Returns: + list: A list of attribute names. + """ + attributes = [] + lst = self.__dir__() + for item in lst: + if not item.startswith('__'): + if isinstance(getattr(self, item), Node): + attributes.extend([f'{item}.{i}' for i in getattr(self, item).__attr__()]) + else: + attributes.append(item) + return list(filter(lambda x: 'dictionary' not in x, attributes)) + + +def register_node(node, dictionary): + """ + Register a dictionary into a Node object. + + Args: + node (Node): The node to register the dictionary to. + dictionary (dict): The dictionary to register. + """ + setattr(node, 'dictionary', dictionary) + for key, value in dictionary.items(): + if isinstance(value, dict): + setattr(node, key, Node()) + register_node(getattr(node, key), value) + else: + setattr(node, key, value) + + +def df_row_to_dict(row, column_names=None): + """ + Convert a row of a DataFrame to a dictionary. + + Args: + row (pandas.Series): A row of a DataFrame. + column_names (list, optional): The list of column names. Defaults to None. + + Returns: + dict: A dictionary that contains the same information as the row. + """ + if column_names is None: + column_names = row.index + return {name: row[name] for name in column_names} diff --git a/stark_qa/tools/process_text.py b/stark_qa/tools/process_text.py new file mode 100644 index 0000000000000000000000000000000000000000..1f083e0202cc4293c6fad47306463d6bcb1eadfd --- /dev/null +++ b/stark_qa/tools/process_text.py @@ -0,0 +1,307 @@ +import string +import re +import codecs +from collections import Counter +from bs4 import BeautifulSoup +from nltk.corpus import wordnet +from langchain.text_splitter import RecursiveCharacterTextSplitter + +def compact_text(text): + """ + Compact the text by removing unnecessary spaces and punctuation issues. + + Args: + text (str): Input text to be compacted. + + Returns: + str: Compacted text. + """ + text = text.replace("\n", ". ").replace("\r", "") + text = text.replace("- ", "") + text = text.replace(": .", ":").replace(":.", ":") + text = re.sub(r"\s{2,}", " ", text) + text = text.replace(".. ", ". ") + + return text + +def remove_punctuation(text): + """ + Remove all punctuation from the given text. + + Args: + text (str): Input text from which punctuation will be removed. + + Returns: + str: Text without punctuation. + """ + for punctuation in string.punctuation: + text = text.replace(punctuation, '') + return text + + +def clean_data(item): + """ + Clean the text data. + + Args: + item (Union[str, list, dict]): An object that contains text data which is cleaned iteratively. + + Returns: + The cleaned data in the same format as item. + """ + if isinstance(item, str): + item = ' '.join(BeautifulSoup(item, "lxml").text.split()) + elif isinstance(item, list): + item = [clean_data(i) for i in item] + elif isinstance(item, dict): + item = {remove_punctuation(clean_data(k).lower()).replace(' ', '_'): clean_data(i) for k, i in item.items()} + return item + + +def chunk_text(text, chunk_size): + """ + Split text into chunks of specified size. + + Args: + text (str): Input text to be chunked. + chunk_size (int): Size of each chunk. + + Returns: + list: List of text chunks. + """ + custom_text_splitter = RecursiveCharacterTextSplitter( + chunk_size=chunk_size, + chunk_overlap=chunk_size // 5, + length_function=len + ) + texts = custom_text_splitter.create_documents([text]) + chunks = [text.page_content for text in texts] + return chunks + + +def clean_dict(dictionary, remove_values=['', 'nan']): + """ + Clean the dictionary by removing specific values. + + Args: + dictionary (dict): A dictionary to be cleaned. + remove_values (list): List of values to remove from the dictionary. + + Returns: + dict: Cleaned dictionary. + """ + new_dict = {} + for k, v in dictionary.items(): + if isinstance(v, dict): + new_dict[k] = clean_dict(v, remove_values) + elif str(v) in remove_values: + pass + else: + new_dict[k] = v + return new_dict + + +def normalize_answer(s): + """ + Normalize text by removing punctuation, articles and extra whitespace, and lowercasing the text. + + Args: + s (str): Input text to be normalized. + + Returns: + str: Normalized text. + """ + def remove_articles(text): + return re.sub(r'\b(a|an|the)\b', ' ', text) + + def white_space_fix(text): + return ' '.join(text.split()) + + def remove_punc(text): + exclude = set(string.punctuation) + return ''.join(ch for ch in text if ch not in exclude) + + def lower(text): + return text.lower() + + return white_space_fix(remove_articles(remove_punc(lower(s)))) + + +def recall_score(prediction, ground_truth): + """ + Calculate the recall score between prediction and ground truth. + + Args: + prediction (str): Predicted text. + ground_truth (str): Ground truth text. + + Returns: + float: Recall score. + """ + prediction_tokens = normalize_answer(prediction).split() + ground_truth_tokens = normalize_answer(ground_truth).split() + common = Counter(prediction_tokens) & Counter(ground_truth_tokens) + num_same = sum(common.values()) + if num_same == 0: + return 0 + recall = 1.0 * num_same / len(ground_truth_tokens) + return recall + + +def f1_score(prediction, ground_truth): + """ + Calculate the F1 score between prediction and ground truth. + + Args: + prediction (str): Predicted text. + ground_truth (str): Ground truth text. + + Returns: + float: F1 score. + """ + prediction_tokens = normalize_answer(prediction).split() + ground_truth_tokens = normalize_answer(ground_truth).split() + common = Counter(prediction_tokens) & Counter(ground_truth_tokens) + num_same = sum(common.values()) + if num_same == 0: + return 0 + precision = 1.0 * num_same / len(prediction_tokens) + recall = 1.0 * num_same / len(ground_truth_tokens) + f1 = (2 * precision * recall) / (precision + recall) + return f1 + + +def exact_match_score(prediction, ground_truth): + """ + Calculate the exact match score between prediction and ground truth. + + Args: + prediction (str): Predicted text. + ground_truth (str): Ground truth text. + + Returns: + float: Exact match score. + """ + return float(normalize_answer(prediction) == normalize_answer(ground_truth)) + + +# Pluralization and Synonym extraction + +ABERRANT_PLURAL_MAP = { + 'appendix': 'appendices', + 'barracks': 'barracks', + 'cactus': 'cacti', + 'child': 'children', + 'criterion': 'criteria', + 'deer': 'deer', + 'echo': 'echoes', + 'elf': 'elves', + 'embargo': 'embargoes', + 'focus': 'foci', + 'fungus': 'fungi', + 'goose': 'geese', + 'hero': 'heroes', + 'hoof': 'hooves', + 'index': 'indices', + 'knife': 'knives', + 'leaf': 'leaves', + 'life': 'lives', + 'man': 'men', + 'mouse': 'mice', + 'nucleus': 'nuclei', + 'person': 'people', + 'phenomenon': 'phenomena', + 'potato': 'potatoes', + 'self': 'selves', + 'syllabus': 'syllabi', + 'tomato': 'tomatoes', + 'torpedo': 'torpedoes', + 'veto': 'vetoes', + 'woman': 'women', +} + +VOWELS = set('aeiou') + + +def synonym_extractor(phrase): + """ + Extract synonyms for a given phrase using WordNet. + + Args: + phrase (str): Input phrase to find synonyms for. + + Returns: + list: List of synonyms. + """ + synonyms = [] + for syn in wordnet.synsets(phrase): + if '.n.' in syn.name(): + for l in syn.lemmas(): + synonyms.append(l.name()) + return list(set(synonyms)) + + +def pluralize(singular): + """ + Return the plural form of a given lowercase singular word (English only). + + Args: + singular (str): Singular word. + + Returns: + str: Plural form of the word. + """ + if not singular: + return '' + plural = ABERRANT_PLURAL_MAP.get(singular) + if plural: + return plural + root = singular + try: + if singular[-1] == 'y' and singular[-2] not in VOWELS: + root = singular[:-1] + suffix = 'ies' + elif singular[-1] == 's': + if singular[-2] in VOWELS: + if singular[-3:] == 'ius': + root = singular[:-2] + suffix = 'i' + else: + root = singular[:-1] + suffix = 'ses' + else: + suffix = 'es' + elif singular[-2:] in ('ch', 'sh'): + suffix = 'es' + else: + suffix = 's' + except IndexError: + suffix = 's' + plural = root + suffix + return plural + + +def decode_escapes(s): + """ + Decode escape sequences in a string. + + Args: + s (str): Input string with escape sequences. + + Returns: + str: Decoded string. + """ + ESCAPE_SEQUENCE_RE = re.compile(r''' + ( \\U........ # 8-digit hex escapes + | \\u.... # 4-digit hex escapes + | \\x.. # 2-digit hex escapes + | \\[0-7]{1,3} # Octal escapes + | \\N\{[^}]+\} # Unicode characters by name + | \\[\\'"abfnrtv] # Single-character escapes + )''', re.UNICODE | re.VERBOSE) + + def decode_match(match): + return codecs.decode(match.group(0), 'unicode-escape') + + return ESCAPE_SEQUENCE_RE.sub(decode_match, s) + diff --git a/stark_qa/tools/seed.py b/stark_qa/tools/seed.py new file mode 100644 index 0000000000000000000000000000000000000000..92b519775c7ff24fd086a447bf13af1a78e30c3b --- /dev/null +++ b/stark_qa/tools/seed.py @@ -0,0 +1,14 @@ +import torch +import random +import numpy as np + + +def set_seed(seed): + """Sets seed""" + if torch.cuda.is_available(): + torch.cuda.manual_seed(seed) + torch.manual_seed(seed) + random.seed(seed) + np.random.seed(seed) + torch.backends.cudnn.benchmark = False + torch.backends.cudnn.deterministic = True \ No newline at end of file