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.

In 3, quart, saucepan, cook onion in margarine about 5 minutes, or, until tender., Add, potatoes, , celery, , carrots, parsley, chicken, broth, , salt, and, pepper., Cover and simmer about 15 minutes or until vegetables are tender., Reduce heat; add 3 1/2 cups milk and pimento., Heat the soup until the milk is hot. (It, should not boil.) Blend flour with 1/2 cup milk; add to soup, stirring constantly. Cook until soup is slightly thickened and bubbly., Makes 6 servings.
onion, margarine, potatoes, celery, carrots, parsley, condensed chicken broth, salt, pepper, milk, pimento, all-purpose, milk