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: add half of softened ice cream to pie crust., add graham crackers, top with remaining ice cream., add marshmallow topping to cover, top w/marshmallows., freeze until firm, about 4 hours., for sauce heat cream to boil, remove from heat, stir in chocolate., to serve: preheat broiler, broil pie until marshmellows begin to brown, about 2 minutes, drizzle with sauce and serve.
Output:
graham cracker crust, chocolate ice cream, crackers, marshmallow cream, marshmallows, sauce, whipping cream, chocolate