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.

Q: Heat large covered saucepot of salted water to boiling on high., Add pasta and cook as label directs, adding broccoli to saucepot 4 minutes before pasta is done., Meanwhile, in deep 12-inch nonstick skillet, heat oil on medium 1 minute., Add carrots, onion, and pepper; cook 8 minutes or until tender, stirring occasionally., Stir in marinara sauce and pepperoni; cook 2 minutes to heat through., Drain pasta and broccoli; stir into skillet with marinara mixture., Sprinkle with basil., Serve with Parmesan.

A: rotini, broccoli florets, olive oil, carrots, onion, red pepper, marinara sauce, pepperoni, fresh basil, Parmesan cheese
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Q: Preheat oven to 375., Grease 9 x 9-inch pan., Melt butter and set aside., Pour vinegar into measuring cup., Add milk and set aside., In large mixing bowl, combine cornmeal, flour, sugar and salt., Make a well in the center and pour in eggs and butter., Add soda to milk., Stir and add to mixture in the bowl., Mix well. Pour into greased pan or muffin tins., Bake about 25 minutes until toothpick inserted in center comes clean or top is lightly browned.

A: butter, vinegar, milk, cornmeal, flour, sugar, salt, eggs, baking soda
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Q: Pour root beer into a mug; stir in rum. Spoon ice cream into root beer mixture; let ice cream melt slightly into the liquid, about 5 minutes.

A:
root beer, rum, vanilla ice cream
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