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.

Input: Consider Input: 1 pd. ground beef, 1/2 c. chopped onion, 1 (8 oz) can tomato sauce, 1 (6 oz) can tomato paste, 1/4 c. water, 1 tbsp parsley flakes, 2 tbsp italian seasoning, 1 tsp beef bouillon, 1/4 tsp garlic powder, 1 (8 oz) pkg of cream cheese, 1 c. cottage cheese, 1/4 c. sour cream, 2 eggs beaten, Lasagna noodles, Pepperoni, Parmesan cheese, Mozzarella cheese

Output: ground beef, onion, tomato sauce, tomato paste, water, parsley, italian seasoning, beef bouillon, garlic, cream cheese, cottage cheese, sour cream, eggs, Lasagna noodles, Pepperoni, Parmesan cheese, Mozzarella cheese

Input: Consider Input: 1 egg (beaten), 1 12 lbs ground beef, 34 cup dry breadcrumbs (Italian style or plain), 14 cup milk or 14 cup apple juice, 12 teaspoon salt, 14 teaspoon pepper, 14 teaspoon garlic powder (I use Lawrey's), 1 tablespoon olive oil, 1 tablespoon butter, 1 cup red onion, 12 cup carrot (chopped), 10 ounces sliced mushrooms (chopped), 14 cup red bell pepper (optional), ketchup or catsup, whatever you prefer

Output: egg, ground beef, breadcrumbs, milk, salt, pepper, garlic, olive oil, butter, red onion, carrot, mushrooms, red bell pepper, ketchup

Input: Consider Input: 4 cups whole wheat flour, 4 12 teaspoons fast rising yeast, 2 teaspoons salt, 14 cup milk, 14 cup honey, 3 tablespoons butter, 12 cup wheat bran, 1 12 cups water
Output: whole wheat flour, yeast, salt, milk, honey, butter, bran, water