Definition: 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: With water (1 1/2 cups), simmer bell pepper, onion, mushrooms and celery until tender., Chop garlic; add to pan., Add spices. Now add tomatoes, tomato sauce and tomato soup., Stir all together., Put over pasta.
Output:
tomatoes, tomato soup, tomato sauce, onion, bell pepper, fresh mushrooms, garlic, stalks celery, sugar, parsley, salt, pepper