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.
Example: Preheat oven to 375 degrees., Boil syrup, sugar and shortening over medium heat, stirring constantly., Remove from heat., Gradually stir in flour and nuts., Drop by teaspoonfuls about 3 inches apart on lightly greased cookie sheet., Bake 5 to 6 min., Remove from oven and let stand 5 min, before removing from sheet., May be rolled into cylindrical shape while still hot., If cooled too much, return to oven for a minute., Yield: 4 dozen cookies.
Example solution: flour, nuts, corn syrup, shortening, brown sugar
Example explanation: This is a good example, as we see the NER is generated correctly from the directions.

Problem: 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.

Solution: onion, margarine, potatoes, celery, carrots, parsley, condensed chicken broth, salt, pepper, milk, pimento, all-purpose, milk