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: Preheat to 350. Spray 2 qt dish with Pan, Cook onions in hot oil about 5 minutes. Add beef and basil. Saute about 5 minutes to brown. Add garlic, vegs and simmer 5 more minutes. Pour into dish. Mix potatoes, egg and 1/2 c water. Spread over top. Bake 15-20 minutes. Sprinkle with cheese and bake 5 min more.
Output:
olive oil, onion, # chuck, basil, clove garlic, green beans, tomatoes, potatoes, egg, cheddar cheese