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: Preheat oven to 350 degrees. Grease and flour a 18 x 13 inch rimmed sheet tray., Using a hand mixer cream butter and sugar until light and fluffy. Add eggs one at a time until combined., In a separate bowl whisk together the flour, baking powder and salt. Add the dry ingredients in two batches alternating with the milk. Mix until just combined., Pour into the prepared sheet tray and spread to an even layer., Bake for 20-25 minutes until a toothpick inserted into the middle of the cake comes out clean. Allow cake to cool fully., Spread the pudding on top of the cake. Sprinkle an even layer of sugar on top of the cake being sure to cover the entire surface. Give the pan a shake to help evenly distribute the sugar., Using a blowtorch melt the sugar on top. Alternatively, broil the cake in the oven being sure to watch carefully so as not to burn., Slice and serve.

Answer: Cake, unsalted butter, sugar, eggs, flour, baking powder, kosher salt, milk, vanilla pudding, milk, Topping, sugar

Question: Preheat oven to 350 degrees F (175 degrees C). Generously grease a 10 inch round cake pan., In a medium bowl, cream the butter and sugar together until light. Stir in the flour and mix until the mixture is mealy. Add the eggs one at a time, mixing well after each addition. Combine the baking powder and milk, add to the egg mixture, mix well. Then combine the lemon juice and baking soda, stir into the batter. Pour into the prepared cake pan., Bake for 20 minutes in the preheated oven. Remove and sprinkle the nuts and sugar over the cake, then return it to the oven for 20 to 30 additional minutes, until cake springs back to the touch. Gently cut a small hole in the cake and place a quarter in the hole. Try to cover the hole with sugar. Cool cake on a rack for 10 minutes before inverting onto a plate., Serve cake warm. Each person in the family gets a slice starting with the youngest. The person who gets the quarter in their piece, gets good luck for the whole year!

Answer: butter, white sugar, all-purpose, eggs, baking powder, warm milk, baking soda, lemon juice, blanched slivered almonds, white sugar

Question: Cream shortening, add eggs one at a time., Stir in bananas. Sift together salt, soda and flour; add to banana mixture., Mix until blended. Pour into greased pan., Bake at 350 for 35 to 40 minutes.

Answer:
shortening, eggs, flour, soda, sugar, bananas, salt