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: Drain fruit real good before mixing with other ingredients. Prepare night before and place in refrigerator.

A: pineapple, mandarin oranges, marshmallows, coconut, sour cream
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Q: 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.

A: pumpkin, eggs, sugar, salt, cinnamon, nutmeg, flour, vanilla, baking soda, oil, water, nuts
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Q: Cream sugar and cream cheese together., Stir in Cool Whip. Add nuts, bananas, pineapple and strawberries; mix well. Refrigerate.

A:
cream cheese, sugar, banana slices, pecan pieces, pineapple, frozen strawberries
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