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: Cook broccoli and cauliflower according to package directions., Drain., Combine asparagus, water chestnuts, cheese and soup in bowl; mix well., Spoon into greased 6 x 9-inch dish. Dot with melted margarine; sprinkle with crumbs., Bake at 350° for 20 minutes., Yield:, 6 servings.
Solution:
broccoli, frozen cauliflower, water chestnuts, Velveeta cheese, margarine, roll, cream of mushroom soup