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.
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Question: Toss broccoli, raisins, onion, nuts, and bacon., In separate bowl, mix sugar, vinegar and mayonnaise., Pour mixture over broccoli and toss to coat., Refrigerate for at least 2 hours.

Answer: broccoli florets, raisins, red onion, walnuts, bacon, sugar, vinegar, mayonnaise

Question: Combine chocolate pudding mix with milk according to package directions. Using a whisk, I stirred mine until it was nice and thick, which took 2 minutes. Love that instant pudding!, Spoon pudding into pie crust shells. (You'll have some left over; sorry, you'll just have to eat chocolate pudding. It's a hard job, but somebody's got to do it!) Top with as many marshmallows as you want or can fit, whichever comes first., Place pies under a broiler set at 500F for about 5 minutes. Warning: Do not walk away! These little guys will go from roasted to toasted in the blink of an eye so be careful. You've been warned., Eat them! They're delicious!

Answer: Chocolate Pudding Mix, Milk, Graham Cracker Crust, Marshmallows

Question: In large saucepan, melt butter over medium-high heat. Add chicken, onion and garlic. Cook for 5 to 7 minutes or until onion and chicken are tender. In small bowl, whisk together milk and flour. Add milk mixture and broth to saucepan. Cook, stirring frequently, until thickened, about 10 minutes. Gradually stir in cheeses. Continue stirring until all cheeses are melted. Makes 4 servings.

Answer:
butter, chicken breasts, onion, garlic, milk, flour, chicken broth, rope Provel cheese, Mozzarella cheese, Cheddar cheese, Parmesan cheese