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: Place roast in crock pot., Add onion and/or peppers if you like., Sprinkle dry mix over the top of all., Cook on low for 24 hours. (Note: NO liquids at all. The moisture stays trapped in the crockpot as long as you don't open it up.).
Output:
Italian salad dressing, If, onion, green pepper, pepperoncini peppers