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) box cake mix (preferable a brand that has "pudding in the mix"), 3 eggs, 1 13 cups water, 13 cup oil, 2 (10 ounce) boxes frozen strawberries, 1 (12 ounce) box instant vanilla pudding, 4 cups milk, 1 (12 ounce) container Cool Whip, 1 cup sliced almonds

SOLUTION: cake mix, eggs, water, oil, frozen strawberries, vanilla pudding, milk, almonds

PROBLEM: 1 14 oz (392 grm). pkg. caramels, unwrapped, 2 tbsp (30 ml) milk, 2 cups (475 ml) chopped pecans, 1 10 oz (280 grm). pkg. milk chocolate kisses, unwrapped

SOLUTION: caramels, milk, pecans, milk chocolate kisses

PROBLEM: 1 teaspoon salt, 1 carrot, peeled, 1 medium onion, peeled, 2 or 3 celery stalks, 1/4 red or yellow bell pepper, stripped of all its seeds, 1 small boiling potato, peeled, 1 ripe, fresh tomato, or 1 canned Italian plum tomato, drained of juice, 5 pounds assorted pieces of meat and bones (see meat suggestions above), of which no less than 1 1/2 pounds is all meat

SOLUTION:
salt, carrot, onion, celery stalks, red, boiling potato, tomato, bones