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.

Input: Consider Input: Saute onion in butter and oil., Cook till soft and brownish, about 10 min on medium-low heat. Put onions and all ingredients in large bowl and mix with your hands. Put in loaf pan or casserole and bake in preheated oven 350 for about 45 minutes. Enjoy with a nice baked potato. Baked potatoes in oven for one hour at 350. Wrap in foil if you want a soft skin, no foil skin will be crisp.

Output: hamburger, onion, catsup, eggs, milk, breadcrumbs

Input: Consider Input: Preheat oven to 375 degrees F (190 degrees C)., Crumble hamburger into a 9x13 inch baking pan., Sprinkle meat with garlic powder, salt and pepper., Cover the hamburger with tater tots., In a bowl, stir together mushroom soup, celery soup and milk., Pour the soup mixture over the potatoes and hamburger and sprinkle with additional garlic powder., Bake in preheated oven for 60 minutes.

Output: ground beef, garlic, salt, tater tots, condensed cream, condensed cream, milk, garlic

Input: Consider Input: Place roast in crock pot., Add onion and/or peppers if you like., Sprinkle dry mix over the top of all., Cook on low for 24 hours. (Note: NO liquids at all. The moisture stays trapped in the crockpot as long as you don't open it up.).
Output: Italian salad dressing, If, onion, green pepper, pepperoncini peppers