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.

Put 3/4 pound ground beef in bottom of cold electric frypan. Layer vegetables over meat and add remaining 1/4 pound ground beef on top of vegetables., Pour soup over meat and vegetables, spreading to edges of frypan., Top with cheese and cook over medium heat (300) for 30 to 40 minutes or until vegetables are tender and mixture is bubbly.
ground beef, cabbage, mushroom soup, potato, onion, carrots, American cheese