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: Beat eggs; add vegetable oil., Sift together dry ingredients. Add dry ingredients to eggs and oil., Add apple juice concentrate. Stir in carrots, raisins and 1/2 cup walnuts., Spray an 8 1/2 x 11-inch baking pan with nonstick spray., Pour batter into pan. Sprinkle remaining 1/2 cup walnuts over top., Bake in preheated oven at 325 for 40 to 45 minutes or until done., Yield:, 32 slices., One slice equals 180 calories.

A: eggs, vegetable oil, cinnamon, baking soda, salt, vanilla, flour, apple juice concentrate, carrots, raisins, walnuts
****
Q: Rinse and drain beans; set aside. In a large pot, cook onion in oil until onion is tender, not brown. Add remaining ingredients; bring to a boil. Reduce heat and simmer 10 minutes, uncovered. Stir occasionally. Top with cheese, sour cream or any toppings of choice.

A: onion, vegetable oil, tomatoes, kidney beans, pinto beans, black beans, green pepper, chicken broth, picante sauce, ground cumin
****
Q: In a large saucepan, saute onion in butter. Add zucchini and chicken broth. Simmer, covered, for about 15 minutes; add seasonings., Puree on low in a blender. Return to pan; stir in cream and heat through.

A:
onion, butter, zucchini, chicken broth, basil, salt, pepper, ground nutmeg, cream
****