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 Granny Smith apple, peeled, chopped, 1 cup seedless red grapes, halved, 3 stalks celery, chopped, 1/4 cup Miracle Whip Calorie-Wise Spread Family Dollar $3.50 thru 02/07, 1 Tbsp. lemon juice Safeway 4 ct For $5.00 thru 02/09, 2 cups Boston lettuce, 1/4 cup coarsely chopped walnuts, toasted

SOLUTION: apple, red grapes, stalks celery, Miracle, lemon juice, Boston lettuce, walnuts

PROBLEM: 1 cup shortening, 1 cup peanut butter, 1 cup sugar, 1 cup packed brown sugar, 2 large eggs, room temperature, 1/4 cup 2% milk, 2 teaspoons vanilla extract, 3-1/2 cups all-purpose flour, 2 teaspoons baking soda, 1 teaspoon salt, 1/4 cup butter, softened, 1/4 cup shortening, 1/4 cup peanut butter, 4 cups confectioners' sugar, 1/4 cup 2% milk, 1 teaspoon vanilla extract, Dash salt, 1/2 cup semisweet chocolate chips, melted, 2 tablespoons 2% milk

SOLUTION: shortening, peanut butter, sugar, brown sugar, eggs, milk, vanilla, flour, baking soda, salt, butter, shortening, peanut butter, sugar, milk, vanilla, salt, chocolate chips, milk

PROBLEM: 1 (3 lb.) chicken, cut up, 1 1/2 tsp. salt, divided, 1 c. chopped carrots, 1 c. frozen English peas, 2 1/2 c. diced potatoes, 1/4 c. chopped celery, 1/2 tsp. white pepper, 1 tsp. onion powder, 3/4 tsp. poultry seasoning, 3 Tbsp. all-purpose flour, 1 (5 oz.) can evaporated milk, 1 c. chopped fresh mushrooms, Biscuit Topping (see recipe), butter or margarine, melted (optional)

SOLUTION:
chicken, salt, carrots, peas, potatoes, celery, white pepper, onion powder, poultry seasoning, flour, milk, fresh mushrooms, Biscuit Topping, butter