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: To start, mix 1 1/2 cups flour with the oil and set aside. Mix ingredients in order. Add the flour and oil at the very end. Add chopped nuts. Bake at 350 for 1 hour or more., Makes 3 small loaf pans or 8 tin cans., When baking with cans, cut baking time down.

Answer: pumpkin, eggs, sugar, salt, cinnamon, nutmeg, flour, vanilla, baking soda, oil, water, nuts

Question: Sift, sugar., Cream the butter and sugar together., Add water, flavoring, and, food color and mix well by hand., Roll into marble, size balls and dip in fine sugar., Press sugared ball down in mold., Remove any excess mixture to make it even with, the mold and unmold by putting a finger on all 4 corners of, the, mold with, your, thumb, on, the back of the mold and turning out on wax paper.

Answer: xxxx sugar, butter, peppermint, water

Question: Mix preceding ingredients (except cherry tomatoes)., Cut large cherry tomatoes in half and/or cut bottoms off small cherry tomatoes., Drain cherry tomatoes upside down on paper towels. When cherry tomatoes are gutted and drained, fill with preceding mixture.

Answer:
Hormel bacon, mayonnaise, green onions, tomatoes