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: Consider Input: 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.

Output: rotini, broccoli florets, olive oil, carrots, onion, red pepper, marinara sauce, pepperoni, fresh basil, Parmesan cheese

Input: Consider Input: Cook first four ingredients in saucepan 10 to 15 minutes, stirring well; baste on little finger dinner rolls that have been sliced in half horizontally., Layer thin sliced ham (or ground ham), then Mozzarella cheese, more ham and more Mozzarella cheese; as many layers as you want., Cook at 350 for 15 to 20 minutes.

Output: mustard, poppy seed, margarine, onion, dinner rolls, thin, Mozzarella cheese

Input: Consider Input: Make 2 cups rice in a rice cooker., Take 1 1/2 cups of cooked rice and let cool., In a sauce pan on low heat combine rice vinegar, sugar and mirin together., Cook until the sugar dissolves., Once cooked, place aside later to mix with the rice., Julienne (cut into strips) the cucumber, imitation crab and avocado., Combine rice and vinegar mixture, make sure the rice is moist and not too wet., Using a sushi mat, place nori (seaweed) on the mat., Cover 4/5 of the nori with rice, leaving some space on the top., Add the crab, cucumber and avocado in a small strip across the bottom of the nori with rice., Slowly roll the sushi tightly and seal the edges with water., Cut the roll with a sharp knife, 6-8 pieces depending on how large the slices., Serve with soy sauce, wasabi and ginger.
Output: white rice, cucumbers, avocados, imitation crabmeat, rice vinegar, mirin, sugar, sushi sheet