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.
One example is below.
Q: 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.
A: flour, nuts, corn syrup, shortening, brown sugar
Rationale: This is a good example, as we see the NER is generated correctly from the directions.
Q: In a bowl, combine cracker crumbs, cookie crumbs, sugar and butter Press on the bottom and 1 inch up the sides of a greased 9 inch springform pan., Bake at 350 for 7-9 minutes. Cool on a wire rack., In a microwave safe bowl, heat peanut butter on HIGH for 30 seconds or until softened. Spread carefully over crust to within 1 inch of edges., In a large mixing bowl, beat cream cheese, sugar and sour cream until smooth. Add eggs and beat on low speed just until combined. Stir in vanilla. Pour one cup of cream cheese batter into a bowl and set aside. Pour remaining filling over peanut butter in crust., In a microwave safe bowl, heat 1/4 cup hot fudge topping on HIGH for 30 seconds or until thin. Fold into reserved cream cheese batter. Carefully spoon over filling and cut through filling with a knife to swirl being careful not to disturb peanut butter layer or the crust., Bake at 350 for 55-65 minutes or until center is almost set. Cool on a wire rack for 10 minutes. Carefully run a knife around the edge of the pan to loosen but do not remove sides. Cool 1 hour longer on wire rack., Microwave remaining hot fudge topping for 30 seconds or until warmed. Spread over cheesecake. Garnish with peanut butter cups., Refrigerate overnight. Remove sides of pan and serve.
A:
graham cracker crumbs, cookies, sugar, butter, creamy peanut butter, FILLING, cream cheese, sugar, sour cream, eggs, vanilla, chocolate fudge topping, peanut butter