Detailed Instructions: 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.
See one example below:
Problem: 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.
Solution: flour, nuts, corn syrup, shortening, brown sugar
Explanation: This is a good example, as we see the NER is generated correctly from the directions.

Problem: In a large skillet, cook ground beef, onion, green pepper and garlic until the meat is browned; drain., Stir in the next eight ingredients; bring to a boil., Reduce heat; cover and simmer for 20 minutes or until the rice is tender., Stir in tomato paste and heat through., Serve with French bread., Yield:, 4 to 6 servings.
Solution:
ground beef, onion, green pepper, garlic, tomatoes, water, long grain rice, salt, chili powder, thyme, dried basil, pepper, tomato paste, bread