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: Brown hamburger and bacon, separate and drain grease., Add all other ingredients in crock-pot., Stir and cook 4 to 5 hours on low or bake uncovered in 350 degrees for 2 hours.

Answer: bacon, hamburger, onions, brown sugar, catsup, beans, vinegar, mustard, salt, molasses, BBQ sauce, kidney bean, pork

Question: Beat egg yolks with powdered sugar on medium speed till pale and creamy, about 5 min., Add in mascarpone and beat till thick and hard., Whip egg whites till fluffy and hard, 3 to 4 min., Fold egg whites into mascarpone mix., Combine espresso and Amaretto., Quickly dip half ladyfingers in espresso mix on each side., Layer ladyfingers in bottom of an 9-inch square glass baking dish., Spread ladyfinger layer with half mascarpone mix., Dip remaining ladyfingers in espresso mix, layer in dish, then spread remaining mascarpone on top., Refrigerate2 hrs., This recipe yields 6 to 8 servings., Caution: Although many recipes call for uncooked Large eggs, the U.S. Department of Agriculture has found them to be a potential carrier of food-borne illness and recommends which infants, the elderly and people with compromised immune systems avoid raw Large eggs.

Answer: eggs, powdered sugar, mascarpone plus, mascarpone, espresso, ladyfingers

Question: Thoroughly cream together the sugar, vanilla and shortening. Beat in eggs and melted chocolate., Sift flour, baking powder and salt together., Add alternately with milk., Add walnuts., Chill 3 hours., Form into 1-inch balls., Roll in confectioners sugar. Place on greased cookie sheet 2 to 3-inches apart., Bake in a 350 oven for 15 minutes., Makes 48.

Answer:
sugar, vanilla, shortening, eggs, unsweetened chocolate, flour, baking powder, salt, milk, walnuts