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: 1/2 pound mushrooms, wiped clean and sliced thin, 3 tablespoons melted butter or margarine, 1 1/2 cups soft white bread crumbs, 2 tablespoons minced chives, 2 tablespoons parsley, 1/2 teaspoon dried tarragon or marjoram, 1/2 teaspoon salt, 1/8 teaspoon white pepper, 1 egg, lightly beaten

SOLUTION: mushrooms, butter, soft white bread crumbs, chives, parsley, tarragon, salt, white pepper, egg

PROBLEM: 12 ounces, weight Italian Flavored Chicken Sausage, 3 ounces, weight Prosciutto, 18 ounces, weight Cheese Tortellini, Fresh, 6 Tablespoons Unsalted Butter, 2 Tablespoons Balsamic Vinegar, 1 cup Parmesan Cheese, Grated, Divided, 1/2 teaspoons Salt, 1/4 teaspoons Ground Black Pepper

SOLUTION: Chicken Sausage, weight Cheese Tortellini, Butter, Balsamic Vinegar, Parmesan Cheese, Salt, Ground Black Pepper

PROBLEM: 1 3/4 c. sugar, 1 c. oil, 3 eggs, 1 tsp. salt, 1 tsp. vanilla, 2 c. flour, 1 tsp. soda, 2 c. chopped apples, 1 tsp. cinnamon, 1/2 c. raisins, 3/4 c. chopped nuts

SOLUTION:
sugar, oil, eggs, salt, vanilla, flour, soda, apples, cinnamon, raisins, nuts

