In this task, you have to identify the named entities (NER) which are the ingredients required given its directions. Named entities are the names of the items without their quantity.
Example: Preheat oven to 375 degrees., Boil syrup, sugar and shortening over medium heat, stirring constantly., Remove from heat., Gradually stir in flour and nuts., Drop by teaspoonfuls about 3 inches apart on lightly greased cookie sheet., Bake 5 to 6 min., Remove from oven and let stand 5 min, before removing from sheet., May be rolled into cylindrical shape while still hot., If cooled too much, return to oven for a minute., Yield: 4 dozen cookies.
Example solution: flour, nuts, corn syrup, shortening, brown sugar
Example explanation: This is a good example, as we see the NER is generated correctly from the directions.

Problem: Preheat oven to 350 degrees F., In a large bowl, combine ground beef, cheddar cheese, eggs, onion, garlic and salt., Transfer beef combo to a glass casserole dish, cover., Let bake 30 minutes., While beef cooks, combine tomato sauce and brown sugar in a saucepan, over medium heat, until sugar has completely dissolved., Remove Beef from oven, lay bacon strips over top of the beef until the entire loaf is covered., Pour sauce on top of everything, and place back into oven another 20-30 minutes, or until center is no longer pink., Serve immediately.

Solution: ground beef, bacon, cheddar cheese, eggs, onions, garlic, salt, tomato sauce, brown sugar