TASK DEFINITION: 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.
PROBLEM: Cream together eggs and sugar, add pumpkin and mix well., Sift together flour, baking powder, baking soda, cinnamon and salt, add to creamed mixture., Fold in raisins and nuts., Fill muffin cups 2/3 full and bake at 350 for 25 minutes.

SOLUTION: eggs, sugar, pumpkin, oil, flour, baking powder, baking soda, cinnamon, salt, raisins, nuts

PROBLEM: In a shot glass, layer butterscotch schnapps, Irish cream and Jagermeister., Float cinnamon schnapps on top., Drink!

SOLUTION: butterscotch, irish cream, Jagermeister, cinnamon schnapps

PROBLEM: Cook pasta according to package., Mix up all ingredients and refrigerate., Serve cold., Feeds about 8 people.

SOLUTION:
salad pasta, red apple, eggs, stalks celery, turkey meat, mayonnaise, salt