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: Ingredients:, 2 1/4 cup all-purpose flour, 1/2 teaspoon baking soda, 1 cup (2 sticks) unsalted butter, softened, 1/2 cup granulated sugar, 1 cup packed light-brown sugar, 1 teaspoon coarse salt, 2 teaspoons pure vanilla extract, 2 large eggs, 2 cups semisweet- or milk-chocolate chips, or a combination (about 12 oz)

SOLUTION: Ingredients, flour, baking soda, unsalted butter, granulated sugar, light-brown sugar, coarse salt, vanilla, eggs, milk

PROBLEM: 3 ears fresh sweet corn, shucked and silks removed, 2 cups freshly shelled black-eyed peas (about 1 3/4 pounds unshelled) or frozen black-eyed peas, thawed, 2 tomatoes, cored, seeded, and chopped, 1 onion, preferably Vidalia, finely chopped, 1/2 stalk celery, very finely chopped, 1 clove garlic, very finely chopped, 1 small bunch basil, stemmed and leaves very thinly sliced into chiffonade (see page 197), 2 tablespoons apple cider vinegar, 1 teaspoon Dijon mustard, 1/4 cup canola oil, Coarse salt and freshly ground black pepper

SOLUTION: sweet corn, black-eyed peas, tomatoes, onion, celery, clove garlic, basil, apple cider vinegar, mustard, canola oil, salt

PROBLEM: 1 pkg. Pepperidge Farm stuffing (fixed as directed), 2 boxes frozen broccoli, cooked and chopped in bite-size pieces, 2 to 3 slices Swiss cheese, 1 center cut ham steak, cut in pieces, 1 1/2 c. medium white sauce, 4 hard-boiled eggs, sliced, Parmesan cheese

SOLUTION:
stuffing, frozen broccoli, Swiss cheese, center, white sauce, eggs, Parmesan cheese