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 (14 ounce) box deluxe macaroni & cheese dinner mix, 1/2 cup cubed extra-sharp cheddar cheese, 1/4 cup shredded cheddar cheese, 1/4 cup shredded mozzarella cheese, 1 egg, 1/2 cup milk, 1/4 teaspoon black pepper

SOLUTION: deluxe macaroni, cheddar cheese, cheddar cheese, mozzarella cheese, egg, milk, black pepper

PROBLEM: 1 Tbsp. olive oil or 1/4 cube butter, 1 lb. hamburger, 1 head cabbage, salt, ground peppercorns

SOLUTION: olive oil, hamburger, cabbage, salt, ground peppercorns

PROBLEM: Zatarain's Crab Cake mix, 1 large can crab meat, 1 stick butter/margarine, 2 containers mushrooms, 2 c. shredded mozzarella cheese

SOLUTION:
crab meat, butter, containers mushrooms, mozzarella cheese