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 (18 ounce) package yellow cake mix, 3 eggs (or as called for by your cake mix), 13 cup oil (or as called for by your cake mix), 1 13 cups water (or as called for by your cake mix), 1 14 cups cold milk, 1 (3 1/2 ounce) package instant vanilla pudding, 1 (20 ounce) can crushed pineapple, drained, 1 (1 1/3 ounce) envelope whipped dessert topping mix (Dream Whip), 3 ounces cream cheese, 14 cup sugar, 12 teaspoon vanilla, 12 cup flaked coconut, toasted

SOLUTION: yellow cake, eggs, oil, water, cold milk, vanilla pudding, pineapple, cream cheese, sugar, vanilla, flaked coconut

PROBLEM: 3/4 cup ginger ale, 1/3 cup Dijon mustard, 1/3 cup honey, 2 tablespoons canola oil, 2 tablespoons chopped onion, 3/4 teaspoon dried rosemary, crushed, 1/2 teaspoon salt, 1/4 teaspoon garlic powder, 1/8 teaspoon pepper, 1 boneless pork loin roast (2-1/2 to 3 pounds)

SOLUTION: ginger ale, mustard, honey, canola oil, onion, rosemary, salt, garlic, pepper, pork loin

PROBLEM: 1 (10 oz.) pkg. frozen chopped spinach, 1 pkg. Knorr vegetable soup mix, 1 1/2 c. light sour cream, 1 c. low-fat mayonnaise, 1 (8 oz.) can water chestnuts, drained and chopped, 3 green onions, chopped

SOLUTION:
spinach, vegetable soup, light sour cream, low-fat mayonnaise, water chestnuts, green onions