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: Boil chicken until tender., Pull off the bone., Put potatoes, onions and carrots in food processor to shred., Then put everything but noodles together and cook for 30 minutes., When that is done, add noodles and cook until noodles are done.

SOLUTION: chicken, potatoes, carrots, celery salt, onion, oregano, pepper, salt, egg noodles

PROBLEM: In a medium bowl, mix flour, sugar, baking powder and salt. In another medium bowl, mix egg yolks, milk and oil; stir into flour mixture., In a small bowl, beat egg whites with electric mixer on high speed until stiff peaks form., Fold egg whites into batter., Prepare waffle iron according to manufacturer's directions., Using 1/2 cup batter for each waffle, bake on preheated waffle iron until steaming stops and waffle is golden brown., Makes 9 waffles.

SOLUTION: flour, sugar, baking powder, salt, egg yolks, milk, vegetable oil, egg whites

PROBLEM: Peel eggplant and cut into small pieces., Cook in boiling salted water until tender; drain and set aside., Saute sausage, onions, celery and pepper until done., Add eggplant to sausage. Soak cracker crumbs in milk to soften., Add crumbs and eggs to mixture., Bake in a shallow pan for about 25 minutes or until brown at 350., If hot sausage is used, omit black pepper.

SOLUTION:
eggplant, onions, celery, bread crumbs, black pepper, pork sausage, bell pepper, eggs, salt, milk