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: Bake cake mix in either 8 or 9 round pan, following directions on box. After cake is cooled, cut each layer in half. (so you have 4 rounded sections). Sprinkle each section with about a teaspoon of liquor. Beat heavy cream add vanilla and sugar to taste. Put bottom layer on plate, put thin layer of cream. Place layer of cake. Then a layer of cherries. Next, layer of cake, and the a layer of cream., Put top layer of cake and frost whole cake with whipped cream. Decorate with shaved chocolate. Refrigerate.

Answer: Chocolate, Whipping Cream, Cherry Pie Filling, Cherry Liquor

Question: Saute onion in butter and oil., Cook till soft and brownish, about 10 min on medium-low heat. Put onions and all ingredients in large bowl and mix with your hands. Put in loaf pan or casserole and bake in preheated oven 350 for about 45 minutes. Enjoy with a nice baked potato. Baked potatoes in oven for one hour at 350. Wrap in foil if you want a soft skin, no foil skin will be crisp.

Answer: hamburger, onion, catsup, eggs, milk, breadcrumbs

Question: Cook meat in oil until brown., Add onion and green pepper. Cook until onion is well done., Add tomato sauce, water, salt, chili powder and olives., Pour into 9-inch pie pan., Roll out biscuit mix and place over mixture., Slit holes in dough., Bake for 15 to 20 minutes in 400 oven.

Answer:
ground beef, salad oil, onion, green pepper, tomato sauce, water, salt, chili powder, olives, biscuit mix, milk, butter