In this task, you have to identify the named entities (NER) which are the ingredients required given its directions. Named entities are the names of the items without their quantity.

Example Input: Place ribs in an ungreased 5-qt. slow cooker. Combine the next 11 ingredients; pour over ribs. Cook, covered, on low until meat is tender, 8-10 hours., To make sauce, transfer cooking juices to a small saucepan; bring to a boil. Meanwhile, in a small bowl, combine cornstarch and water until smooth; stir into juices. Return to a boil, stirring constantly; cook and stir until thickened, 1-2 minutes. Serve with ribs.
Example Output: pork, pineapple, tomato sauce, onion, green pepper, brown sugar, cider vinegar, tomato paste, Worcestershire sauce, garlic, salt, pepper, cornstarch, cold water

Example Input: Spread roll bottoms with mayonnaise., Layer with turkey, ham, bacon, diced pimientos, and cheeses. Replace tops., Arrange sandwiches in a single layer on a foil lined 1/4 sheet pan., In a small skillet, melt butter over medium heat. Add onion; cook and stir 1-2 minutes or until tender., Whisk in the brown sugar, Worcestershire sauce, and garlic powder. Continue whisking until brown sugar is dissolved., Pour butter sauce over sandwiches., Cover with aluminum foil and refrigerate for several hours., Preheat oven to 350 degrees F. Bake, covered, 25 minutes., Remove foil and bake uncovered for an additional 5 minutes or until golden brown.
Example Output: sweet rolls, mayonnaise, deli, deli, bacon, swiss cheese, parmesan cheese, pimento, butter, onion, brown sugar, Worcestershire sauce, garlic

Example Input: Cook to soft boil., Take off fire., Add 1 (12 ounce) package chocolate chips, 1 pint marshmallow cream and 1 teaspoon vanilla. Beat to blend., Add nuts as you like., Pour into buttered pans., I like to add raisins to part of mine.
Example Output:
sugar, Carnation milk, butter