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: Preheat oven to 375 degrees. Lightly oil a 7 X 11 inch baking pan or spray with a nonstick cooking spray., Cook noodles according to package directions. Drain., While noodles are cooking, heat oil in a large nonstick skillet over medium heat. Add onion, bell pepper, and garlic. Cook, stirring frequently, until onion begins to brown, about 10 minutes. Remove from heat., In a large bowl, combine cottage cheese, yogurt, paprika, salt, pepper and onion powder. Mix well. Add onion mixture and cooked noodles. Mix until well combined. Spoon mixture into prepared casserole. Press noodles down gently with the back of a spoon., Sprinkle with paprika., Cover and bake 25 minutes. Uncover and bake 5 minutes more.
Solution:
noodles, olive oil, onions, green bell peppers, garlic, cottage cheese, yogurt, paprika, salt, pepper, onion powder