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: Heat oil and saute/fry onion till soft; add in remaining ingredients and simmer for 5 min., Let cold., Pour over steak or possibly roast and chill for 12-24 hrs, turning occasionally.
Output:
onion, vegetable oil, garlic, parsley, brown sugar, ginger, allspice, beef broth, soy sauce, red wine vinegar