TASK DEFINITION: In this task, you have to generate the named entities (NER) given its ingredients of the recipe. Named entities are the names of the items without their quantity.
PROBLEM: 1 pd. ground beef, 1/2 c. chopped onion, 1 (8 oz) can tomato sauce, 1 (6 oz) can tomato paste, 1/4 c. water, 1 tbsp parsley flakes, 2 tbsp italian seasoning, 1 tsp beef bouillon, 1/4 tsp garlic powder, 1 (8 oz) pkg of cream cheese, 1 c. cottage cheese, 1/4 c. sour cream, 2 eggs beaten, Lasagna noodles, Pepperoni, Parmesan cheese, Mozzarella cheese

SOLUTION: ground beef, onion, tomato sauce, tomato paste, water, parsley, italian seasoning, beef bouillon, garlic, cream cheese, cottage cheese, sour cream, eggs, Lasagna noodles, Pepperoni, Parmesan cheese, Mozzarella cheese

PROBLEM: 1 c. yellow cornmeal, 1 c. flour, 2 Tbsp. sugar, 4 tsp. baking powder, 1/2 tsp. salt, 1 c. milk, 1/4 c. shortening, 1 egg

SOLUTION: yellow cornmeal, flour, sugar, baking powder, salt, milk, shortening, egg

PROBLEM: 1/2 c extra-virgin olive oil, 1 clove garlic, whole, 2 T or less Cajun seasoning, 2 T lemon juice, 1 T brown sugar, 1 T soy sauce, 2 # extra-large or colossal shrimp, peeled & deveined, For prettier presentation, leave tails on shrimp

SOLUTION:
extra-virgin olive oil, clove garlic, T, lemon juice, brown sugar, T, colossal shrimp, presentation