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: REMOVE large stems from spinach., SAUTE bacon in a large skillet over medium-high heat until crisp; remove and drain bacon, reserving drippings in skillet., Add shallots to skillet, and saute until tender; remove from skillet., Add spinach, and saute 4 to 5 minutes or until wilted., Set aside., COMBINE mashed potatoes, milk, and butter in a 2-quart microwave-safe bowl., Microwave at HIGH 15 minutes, stirring once., Let stand 2 minutes., Stir in bacon, shallots, and half of crumbled blue cheese., ARRANGE spinach around edges of a serving plate., Spoon potatoes in center, and sprinkle with remaining blue cheese., Makes 4 to 6 servings.
Solution:
Spinach, bacon, shallots, potatoes, milk, butter, blue cheese