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: Roast head of garlic., Cut off top of head, drizzle with Olive Oil and roast at 375 till soft and well browned., When done, cool and peel cloves, set aside., Combine in a bowl the eggplant, vinegar, 3 Tbsp olive oil, oregano and pepper., Mix well and place in refrigerator for about an hour., Place mixture on a deep sided cooking sheet, include all liquid., Preheat and then bake at 425 for 25 minutes., Stir every 5 minutes., When eggplant has about 10 mins left, heat 1 Tbsp olive oil in a skillet., Add Tomatoes and Garlic., Saute' for 5 minutes., Cook pasta at the same time., When done assemble: pasta, then eggplant, then tomatoes., Top with parsley and parmesan.
Solution:
eggplants, balsamic vinegar, olive oil, oregano, ground black pepper, tomatoes, garlic, fresh parsley, parmesan cheese, pasta