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: Drain pineapple chunks and set aside., Cut the grapes in half and take out seeds (unless seedless)., Using kitchen shears or a knife, cut and quarter the marshmallows (do not use miniture marshmallows; using the large ones cut up helps to absorb the moisture and flavor)., Stir these together., In a double boiler, combine the juice of 2 lemons, pineapple juice, the sugar with 1 tablespoons flour stirred in and the 2 eggs., Cook slowly until thickened, stirring frequently, but not constantly., Cool slightly., Pour this mixture over the cut up ingredients and stir., Cover and place in refridgerator overnight., The next day, slice bananas over the entire top., Whip the cream until thick, add 1/4 cup sugar to the cream and 1 teaspoon vanilla., Spread the whip cream over the salad and top with the marachino cherries.
Solution:
lemons, pineapple juice, sugar, flour, eggs, pineapple, marshmallows, red grapes, bananas, maraschino cherries, heavy cream, sugar, vanilla