Datasets:

hamzas
/

digitize-pid-ner

id stringlengths 5 7	tokens listlengths 729 1.27k	labels listlengths 729 1.27k	pipeline_numbers listlengths 3 32	full_text stringlengths 2.74k 4.3k
doc_312	[ "ERV", "-", "9", "-", "75", "TEMPERATURE", "CONTROL", "IS", "SET", "TO", "ON", "/", "OFF", "TYPE", "BY", "DEFAULT", ".", "DV", "-", "86688", "PQR", "VALVE", "TO", "BE", "INSTALLED", "AT", "Q", "POINT", ".", "DELETED", "220", "KL", "-", "55365", "EF...	[ "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "...	[ "3\"-XT-2097", "3\"-KN-6239", "4\"-WS-3643", "8\"-WB-0813", "4\"-QA-3179", "4\"-QT-3298", "8\"-DR-8850", "5\"-UZ-0617", "7\"-NE-3657", "8\"-AY-8398", "6\"-SU-9369", "6\"-UZ-8012", "5\"-LO-5698", "6\"-VM-4905", "2\"-QK-8815", "5\"-DN-3133" ]	ERV-9-75 TEMPERATURE CONTROL IS SET TO ON/OFF TYPE BY DEFAULT. DV-86688 PQR VALVE TO BE INSTALLED AT Q POINT. DELETED 220 KL-55365 EF-08067 NOTES 1. GI GH-13794 QR-18473 EF-63637 GLR 21/09/12 MN-90522 VALVES. GH-16929 STA SYNTHETIC PROCESS FLOW DIAGRAM MN-39451 7. CV-24488 3"-XT-2097 GRI CONTRACT NAME SAMPLE_6001.JPG...
doc_161	[ "14", "/", "06", "/", "24", "8", "\"", "x9", "\"", "PLEASE", "NOTE", "EVERY", "DATA", "PROVIDED", "HERE", "(", "BELOW", "COLUMN", ")", "IS", "ORGANIZATION", "FOLLOWING", "XYZ", "SCHEMES", "ARE", "REQUIRED", ".", "SEE", "ABC", "DWG", "-", "1", ".", "2...	[ "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "...	[ "7\"-PG-1529", "7\"-YM-6515", "6\"-QO-1016", "7\"-NR-4517", "6\"-BS-1750", "4\"-EW-8207", "6\"-UB-0731", "7\"-VL-2161", "4\"-ZG-0722", "7\"-EJ-8983", "6\"-SB-4431", "7\"-TR-4066", "2\"-WK-7521", "6\"-PW-8299" ]	14/06/24 8"x9" PLEASE NOTE EVERY DATA PROVIDED HERE (BELOW COLUMN) IS ORGANIZATION FOLLOWING XYZ SCHEMES ARE REQUIRED. SEE ABC DWG-1.23.45.67.89 347 GH-30587 NVZX UNIT RO-10 6" CONNECTION TO EXHAUST IS PROVIDED. 14. DELETED DIMENSIONAL TOLERANCE +/- 1MM. 19. WITH AS MUCH SIMILARITY AS POSSIBLE. THESE EFFORTS ARE MADE ...
doc_415	[ "DRAW", "/", "SHEET", "NO", ".", "G", ".", "K", "CS", "-", "58", "CV", "-", "86267", "ABC", "TO", "XYZ", "FOR", "MAINTAINENCE", ".", "639", "OP", "-", "11312", "COMPULSORY", ".", "UNIT", "VL", "DWG", "-", "1", ".", "23", ".", "23", ".", "578", ...	[ "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "...	[ "5\"-LH-4809", "2\"-MH-6527", "6\"-ZU-8602", "4\"-FD-1367", "5\"-ZR-9594", "2\"-QK-9835", "8\"-CA-5224" ]	DRAW/SHEET NO. G.K CS-58 CV-86267 ABC TO XYZ FOR MAINTAINENCE. 639 OP-11312 COMPULSORY. UNIT VL DWG-1.23.23.578, DWG-1.23.23.789. IJ-32863 MAINTAINENCE AND MODIFICATION. 416 DIMENSIONAL TOLERANCE +/- 1MM. SDL 13" 6"-ZU-8602 RO-10 DELETED 24. HA-0548 15" THESE DOCUMENTS ARE NOT INTENDED FOR VALIDATION /EVALUATION ON B...
doc_356	[ "RV", "-", "39903", "CONTRACT", "NAME", "GH", "-", "16827", "AB", "-", "25399", "UV", "-", "97721", "Y", ".", "FX", "209", "DELETED", "OP", "-", "04232", "348", "960", "337", "11", ".", "ABC", "TRANSMITTOR", "TO", "BE", "USED", "AS", "BACKUP", "FOR...	[ "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "...	[ "6\"-PP-4107", "3\"-JG-7837", "5\"-DK-2744", "2\"-VI-0011", "3\"-NY-5264", "8\"-TV-4842", "7\"-YY-8882", "7\"-TW-4571", "4\"-PO-4617", "3\"-FF-5654", "4\"-QZ-2346", "6\"-UT-7844", "8\"-HP-9445", "5\"-JT-8535", "3\"-MM-0410" ]	RV-39903 CONTRACT NAME GH-16827 AB-25399 UV-97721 Y.FX 209 DELETED OP-04232 348 960 337 11. ABC TRANSMITTOR TO BE USED AS BACKUP FOR KMO TRANSMITTOR. REV MAINTAINENCE AND MODIFICATION. AV-29395 13. S.NSH 5"x4" 875 ERV-1-46 15. 6"-UT-7844 DETAILS. 4"-QZ-2346 FIELDS. ALL INFORMATION GENERATED HERE IS TO SIMULATE THE NOR...
doc_2	[ "3", ".", "ERV", "-", "7", "-", "37", "BUILDING", "TO", "BE", "IN", "THE", "SLANTING", "PLANE", "THROUGH", "THE", "AXIS", "OF", "PQRS", "871", "17", "/", "07", "/", "11", "GRI", "DV", "-", "17200", "923", "486", "BA", "KL", "-", "58999", "16", ...	[ "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "...	[ "7\"-YJ-2632", "7\"-FD-9538", "8\"-ZF-5862", "4\"-PU-2809", "3\"-GK-3647", "2\"-DC-2123", "5\"-EZ-6850", "2\"-SZ-5579", "6\"-YX-8947", "6\"-LD-7533", "5\"-CY-8755", "6\"-NE-1915", "6\"-WS-9973", "8\"-IX-8255" ]	3. ERV-7-37 BUILDING TO BE IN THE SLANTING PLANE THROUGH THE AXIS OF PQRS 871 17/07/11 GRI DV-17200 923 486 BA KL-58999 16" 759 ISSUE CONSTR. REV.11 724 5"-CY-8755 6"-NE-1915 ST-18163 924 837 WX-82066 DELETED 824 SAMPLE Project 792 WP I.IX DDL DWG-1.23.23.578, DWG-1.23.23.789. DRAW/SHEET NO. FOR GENERAL NOTES AND LEG...
doc_41	[ "YTXF", "7", ".", "501", "-", "1374", "DOTTED", "LINES", "ARE", "ALTERNATE", ".", "LXJY", "DELETED", "NOTES", "AB", "-", "70246", "48779800", "ORIENTATION", "OF", "ABCD", "VALVES", "SHALL", "BE", "VERIFIED", "AND", "CORRECTED", "AT", "HAS", "NO", "REVELANC...	[ "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "...	[ "2\"-KX-4904", "4\"-AM-1578", "5\"-JG-0728", "3\"-VH-7280", "8\"-YQ-1874", "6\"-ME-0041", "6\"-IA-8148", "5\"-OA-5938" ]	YTXF 7. 501-1374 DOTTED LINES ARE ALTERNATE. LXJY DELETED NOTES AB-70246 48779800 ORIENTATION OF ABCD VALVES SHALL BE VERIFIED AND CORRECTED AT HAS NO REVELANCE WITH ANY OTHER SIMILAR LOOKING DOCUMENTS FOUND IN THE ANY OTHER CONCERNED 1" UNIT 10" WX-10894 9. KL-22820 OP-20859 DELETED S.HFW CD-27365 RV-40129 DV-51351 ST...
doc_490	[ "GLR", "1", "\"", "ZLO", "IJ", "-", "18858", "RO", "-", "10", "HAS", "NO", "REVELANCE", "WITH", "ANY", "OTHER", "SIMILAR", "LOOKING", "DOCUMENTS", "FOUND", "IN", "THE", "ANY", "OTHER", "CONCERNED", "4", ".", "L", ".", "DAA", "VERIFY", "IF", "HOT", "W...	[ "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "...	[ "4\"-TK-8559", "2\"-LD-9528", "4\"-SG-8270", "5\"-RG-7605", "2\"-RA-7769", "6\"-DE-8816", "5\"-GG-6044", "3\"-LP-5335", "2\"-UN-2454", "5\"-XR-0102", "5\"-CL-7661", "7\"-GR-0830" ]	GLR 1" ZLO IJ-18858 RO-10 HAS NO REVELANCE WITH ANY OTHER SIMILAR LOOKING DOCUMENTS FOUND IN THE ANY OTHER CONCERNED 4. L.DAA VERIFY IF HOT WATER SYSTEM REQUIRED OR ELSE XYZ TO BE 786 CROSS-CHECKING AT CRITICAL SITES NEAR EFGH VALVES ARE OP-43222 CV-92482 249 6" UV-64349 TYPE VALVES. DELETED 5"-CL-7661 DRAWING NAME EF-...
doc_81	[ "SDL", "DIMENSIONAL", "TOLERANCE", "+", "/", "-", "1MM", ".", "AQH", "13", ".", "REV", "671", "GLR", "INSTALLED", ".", "3", "\"", "x3", "\"", "DESCRIPTION", "GH", "-", "85087", "ZLC", "DELETED", "GH", "-", "20911", "BOTH", "XYZ", "VALVES", "AND", "BC...	[ "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "...	[ "6\"-XV-5733", "6\"-ZP-1480", "6\"-SL-9106" ]	SDL DIMENSIONAL TOLERANCE +/- 1MM. AQH 13. REV 671 GLR INSTALLED. 3"x3" DESCRIPTION GH-85087 ZLC DELETED GH-20911 BOTH XYZ VALVES AND BCD VALVES ARE ACCESSIBLE FOR INSPECTION, CONTRACT NAME EF-86638 MADE 6"-SL-9106 UV-27818 25" 182 FIELDS. ALL INFORMATION GENERATED HERE IS TO SIMULATE THE NORMAL DOCUMENTS FOUND IN THE ...
doc_466	[ "ORGANIZATION", "INS", "(", "44", "°", "C", ")", "867", "465", "55", "-", "5449", "OP", "-", "96893", "C", ".", "SJ", "EF", "-", "94391", "Std", ".", "2", "\"", "E", "498", "ERV", "-", "6", "-", "88", "4", "\"", "-", "MA", "-", "4264", "25"...	[ "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "B-PIPE", "I-PIPE", "I-PIPE", "I-PIPE", "I-PIPE", "I-PIPE", "O", "O", "O", ...	[ "7\"-FY-2179", "4\"-AA-3457", "5\"-GA-9365", "8\"-XP-6261", "7\"-HK-3938", "7\"-LE-8123", "2\"-UQ-4425", "3\"-NF-6556", "4\"-MA-4264", "4\"-DL-5184", "6\"-KO-9503" ]	ORGANIZATION INS ( 44°C ) 867 465 55-5449 OP-96893 C.SJ EF-94391 Std. 2" E 498 ERV-6-88 4"-MA-4264 25/03/19 579 CD-83300 14. UV-16582 LG-10 JBR SDL LG-10 QR-88175 ALL FIXTURES ARE VALIDATED AND COMPLIANT WITH XYZ. MN-54045 INS ( -44°C ) FOLLOWING XYZ SCHEMES ARE REQUIRED. SEE ABC DWG-1.23.45.67.89 7"-LE-8123 6. SYNTH...
doc_154	[ "4", "\"", "-", "VI", "-", "9437", "14", "\"", "RO", "-", "10", "17", "\"", "LG", "-", "10", "ST", "-", "94387", "26", "\"", "CD", "-", "18535", "597", "OP", "-", "44306", "ISSUE", "CONSTR", ".", "REV", ".", "11", "ZLO", "D", "2", "\"", "-"...	[ "B-PIPE", "I-PIPE", "I-PIPE", "I-PIPE", "I-PIPE", "I-PIPE", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "B-PIPE", "I-PIPE", "I-PIPE", ...	[ "4\"-HD-1140", "6\"-BG-2083", "7\"-OB-3262", "8\"-IE-3540", "4\"-NE-0622", "5\"-LX-7017", "7\"-PQ-4866", "5\"-QK-1268", "7\"-QA-4484", "2\"-EL-8741", "6\"-NY-0790", "8\"-VR-6517", "4\"-HP-1873", "6\"-YC-0074", "3\"-IY-6086", "2\"-JP-0132", "5\"-DK-1798", "7\"-ZP-1397", "2\"-XQ-92...	4"-VI-9437 14" RO-10 17" LG-10 ST-94387 26" CD-18535 597 OP-44306 ISSUE CONSTR. REV.11 ZLO D 2"-XQ-9290 438 7"-PQ-4866 328 12" 8. NO RELEVANCE/SIMILARITY WITH ANY OTHER DOCUMENTS OF SIMILAR FIELDS WHATSOEVER. DELETED DDL 17" A SUCH SYNTHETIC PROCESS ENGINEERING FLOW SCHEME SCALE TOP CONNECTION. IJ-40980 CD-70048 3. ...
doc_138	[ "18", ".", "DIMENSIONAL", "TOLERANCE", "+", "/", "-", "1MM", ".", "2", "\"", "ABC", "SHUTDOWN", "IF", "PQR", "DETECTS", "123", "IS", "NOT", "WORKING", ".", "23", "/", "09", "/", "27", "DV", "-", "02732", "MN", "-", "19019", "LN", "-", "7027", "3"...	[ "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "B-PIPE", "I-PIPE", "I-PIPE", "I-PIPE", "I-PIPE", "I-PIPE", ...	[ "4\"-NM-3648", "3\"-OI-0568", "3\"-LY-9403", "6\"-AT-0302", "6\"-NO-0900", "2\"-PU-9921", "6\"-NF-8236", "8\"-NG-6020", "6\"-ZV-5761", "7\"-RH-1572" ]	18. DIMENSIONAL TOLERANCE +/- 1MM. 2" ABC SHUTDOWN IF PQR DETECTS 123 IS NOT WORKING. 23/09/27 DV-02732 MN-19019 LN-7027 3"-OI-0568 SAMPLE CD-28978 DDL ERV-4-71 IJ-54512 298 378 2"-PU-9921 UNIT 162 4"-NM-3648 PRIMARY SUPPORT FOR THE EFGH COMPONENTS IS NOT FOUND AT SITE. CV-62907 CD-21249 ST-37497 20. EF-11189 DWG-1.23....
doc_218	[ "DDL", "4", ".", "19", ".", "OP", "-", "10630", "APPRV", "'", "D", "OP", "-", "25364", "GRO", "24", ".", "ZLO", "ISSUE", "CONSTR", ".", "REV", ".", "22", "25", ".", "979", "CV", "-", "46764", "ZLC", "ST", "-", "31885", "15", ".", "BUILDING", ...	[ "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "...	[ "4\"-UW-3721", "2\"-GA-1168", "8\"-TZ-8837", "3\"-EJ-7067", "5\"-CQ-4545", "7\"-DQ-8324", "5\"-IF-9191", "8\"-RB-7149", "3\"-QK-9712", "7\"-XB-2633", "8\"-MF-8542" ]	DDL 4. 19. OP-10630 APPRV'D OP-25364 GRO 24. ZLO ISSUE CONSTR. REV.22 25. 979 CV-46764 ZLC ST-31885 15. BUILDING TO BE IN THE SLANTING PLANE THROUGH THE AXIS OF PQRS B UV-33998 S-1 3. None 9" CS-98 ST-31260 WITH AS MUCH SIMILARITY AS POSSIBLE. THESE EFFORTS ARE MADE TO FACILATE RESEARCH IN THE FIELD. DOTTED LINES ARE ...
doc_88	[ "IJ", "-", "82260", "QR", "-", "78676", "7", "\"", "-", "IY", "-", "4419", "FOR", "GENERAL", "NOTES", "AND", "LEGENDS", "SEE", "THE", "DWG", "-", "1", ".", "23", ".", "23", ".", "345", ",", "EF", "-", "69795", "780", "349", "5", ".", "13", "\...	[ "O", "O", "O", "O", "O", "O", "B-PIPE", "I-PIPE", "I-PIPE", "I-PIPE", "I-PIPE", "I-PIPE", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", ...	[ "7\"-IY-4419", "5\"-IQ-9014", "7\"-CG-5537", "8\"-IW-4726", "8\"-NS-7641", "5\"-CB-0992", "4\"-UZ-5407", "4\"-CU-5691", "8\"-NB-2972", "2\"-GP-0774", "6\"-VE-1425", "7\"-HF-0797", "8\"-MP-8206", "4\"-XX-8382", "4\"-VI-6637", "4\"-HJ-4678" ]	IJ-82260 QR-78676 7"-IY-4419 FOR GENERAL NOTES AND LEGENDS SEE THE DWG-1.23.23.345, EF-69795 780 349 5. 13" 11195143 ENTIRELY RANDOM GENERATED, IT HAS NO RELEVANCE/SIMILARITY WITH ST-88653 ST-63132 PLEASE NOTE EVERY DATA PROVIDED HERE (BELOW COLUMN) IS V.RLM ISSUE CONSTR. REV.33 DIMENSIONAL TOLERANCE +/- 1MM. 15/04/24...
doc_253	[ "FI", "DV", "-", "51110", "10Jan23", "CONTRACTOR", "NO", ".", "B", ".", "SM", "8", "\"", "-", "NO", "-", "7585", "STA", "IT", "CROSS", "-", "CHECKING", "AT", "CRITICAL", "SITES", "NEAR", "EFGH", "VALVES", "ARE", "CS", "-", "11", "DELETED", "E", "20...	[ "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "B-PIPE", "I-PIPE", "I-PIPE", "I-PIPE", "I-PIPE", "I-PIPE", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", ...	[ "8\"-FI-7691", "4\"-IE-1960", "3\"-LW-7467", "8\"-NO-7585", "6\"-LS-0926", "6\"-ZZ-8572", "3\"-TH-1380", "7\"-JY-5597", "8\"-SU-3609" ]	FI DV-51110 10Jan23 CONTRACTOR NO. B.SM 8"-NO-7585 STA IT CROSS-CHECKING AT CRITICAL SITES NEAR EFGH VALVES ARE CS-11 DELETED E 20. RV-20952 ALL FIXTURES ARE VALIDATED AND COMPLIANT WITH XYZ. DELETED EF-23639 ABC TRANSMITTOR TO BE USED AS BACKUP FOR KMO TRANSMITTOR. 838 PLEASE NOTE EVERY DATA PROVIDED HERE (BELOW COLU...
doc_101	[ "ALL", "DIMENSIONS", "SHALL", "BE", "VERIFIED", "BY", "XYZ", "CONTRACTORS", "BEFORE", "10", ".", "7", "\"", "-", "TG", "-", "5547", "652", "DRAW", "/", "SHEET", "NO", ".", "AB", "-", "57254", "81804571", "VALVES", ".", "GH", "-", "52807", "E", ".", ...	[ "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "B-PIPE", "I-PIPE", "I-PIPE", "I-PIPE", "I-PIPE", "I-PIPE", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", ...	[ "6\"-IT-9244", "7\"-LW-0423", "7\"-ZX-9139", "3\"-JG-0482", "6\"-WY-5472", "7\"-DT-2491", "7\"-QO-0355", "5\"-HL-1042", "6\"-RT-1371", "8\"-IL-1346", "3\"-CM-8436", "7\"-KT-0843", "7\"-TG-5547", "2\"-TG-3002" ]	ALL DIMENSIONS SHALL BE VERIFIED BY XYZ CONTRACTORS BEFORE 10. 7"-TG-5547 652 DRAW/SHEET NO. AB-57254 81804571 VALVES. GH-52807 E.D RFK SAMPLE Project 841 K-5 862 2"x2" ZLO PLEASE READ THIS DISCLAIMER CAREFULLY. THIS DOCUMENT IS COMPLETELY SYNTHETICALLY GENERATED AND 751 UV-29185 DELETED 7"-DT-2491 TOP CONNECTION. 5...

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Digitize-PID: Pipeline numbers (NER)

Note: I am not the author of this dataset

Named Entity Recognition dataset for extracting pipeline numbers from full text of P&ID (Piping and Instrumentation Diagram) documents.

Dataset Details

Dataset Description

Pipeline numbers are structured identifiers in engineering documents:

Example Format: A-123-BC (3-5 segments with a separator such as -, , or _)
Use case: Automated extraction from P&ID document text
Domain: Process and piping industry

Data Fields

id: Unique example identifier
tokens: List of tokenized words/punctuation
labels: BIO tags for each token
pipeline_numbers: Ground truth pipeline numbers
full_text: Original text

Label Schema

Label	Meaning
`B-PIPE`	Beginning of pipeline number
`I-PIPE`	Inside pipeline number
`O`	Outside (not pipeline number)

Splits

Data was randomly split.

Split	Examples
train	400
validation	50
test	50

Data Creation

Source: Digitize-PID
Annotation: Automatic BIO tagging with character-level alignment

Usage

With Hugging Face Datasets

from datasets import load_dataset

dataset = load_dataset("hamzas/digitize-pid-ner")

print(dataset)

# Access example
example = dataset['train'][0]
print(example['tokens'])
print(example['labels'])

Downloads last month: 4

Size of downloaded dataset files:

7.81 MB

Size of the auto-converted Parquet files:

1.83 MB

Number of rows:

500