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: Thoroughly mix all ingredients except bacon strips., Pour into baking dish., Top with bacon slices., Bake at 350 for about 1 hour or until pepper and onion are tender., Yields 6 to 8 servings., Casserole will freeze well.

Output: beans, Worcestershire sauce, brown sugar, syrup, catsup, onion, green pepper, bacon

Input: Consider Input: Crumble hamburger into skillet., Add onion., Season with salt, garlic powder and pepper., Pour off fat and add chilli salsa. Place a large spoonful in the center of each tortilla., Sprinkle generously with cheese., Fold sides over and fold up ends., Place on a cookie sheet, folded sides down., Cover with aluminum foil and heat in 325 oven for 20 minutes., Serve alone or smothered in green chilli salsa.

Output: flour tortillas, hamburger, onion, green chilli salsa, Cheddar, garlic, salt

Input: Consider Input: Preheat oven to 400 degrees., Grease a muffin tin or fill with paper liners., In a small bowl, combine eggs, oil, milk and vanilla., Mix well., In a large bowl, combine flour, sugar, cocoa, baking powder, salt and chocolate chips., Mix till blended., Make a well in the middle of the dry ingredients., Pour the egg mixture into the well., Using a spatula, fold gently, till just mixed., Do not over mix., Spoon mixture into prepared muffin tins, filling each cup 2/3 full., Sprinkle a couple of chocolate chips on top., Bake in a 400 degree oven for 18-20 minutes., Tops should be dry and spring back when lightly touched., Remove immediately from muffin tin and allow to cool on a wire rack.
Output: eggs, vegetable oil, milk, vanilla, flour, sugar, cocoa powder, baking powder, salt, semi-sweet chocolate chips