Instructions: 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: Brown beef and onion., Add tomatoes, tomato paste, water, 2 tablespoons parsley, oregano, sugar and garlic powder., Simmer 1/2 hour.
Output:
ground beef, onion, tomatoes, tomato paste, water, parsley, oregano, sugar, garlic powder, manicotti shells, cottage cheese, egg, parsley, Mozzarella cheese, cream cheese