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: Mix all at once until well mixed (do not beat)., Pour into pan., Bake for 1 1/2 hours at 325., Use a 12-inch loaf pan or a tube cake pan.

Answer: oil, eggs, sugar, zucchini, vanilla, flour, baking soda, baking powder, salt, nuts

Question: Mix well first 4 ingredients., Add whipped topping., Pour in graham cracker pie crust., Chill., Top with chocolate curls.

Answer: Philadelphia cream cheese, sugar, milk, peanut butter, topping

Question: Cook spaghetti in lightly salted water until tender; drain. Combine with remaining ingredients, reserving half the cheese; pour into a 1 1/2-quart casserole., Sprinkle remaining cheese on top., Bake in hot oven (400) for 25 to 30 minutes., Makes 4 servings.

Answer:
thin spaghetti, cream of mushroom soup, milk, chicken, pimento, green pepper, onion, black pepper, processed cheese