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.
Q: Layer in crock pot beginning with ground beef., Do not stir. Cook on low for 8 hours., Sometimes we just mix, heat and eat!
A:
ground beef, soup, beans, tomatoes, water