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]: Cream together eggs and sugar, add pumpkin and mix well., Sift together flour, baking powder, baking soda, cinnamon and salt, add to creamed mixture., Fold in raisins and nuts., Fill muffin cups 2/3 full and bake at 350 for 25 minutes.
[A]: eggs, sugar, pumpkin, oil, flour, baking powder, baking soda, cinnamon, salt, raisins, nuts

[Q]: Spread cream cheese onto bottom of microwaveable small dish or 9 inch pie plate., Sprinkle with cheddar cheese, ham and parmesan cheese., Microwave on high 1 minute or until heated through., Spread the top with bell peppers, onions and ground pepper, sprinkling each topping in a row over 1/3 of spread., Serve with crackers., *substitutes* You can also use chopped roasted red peppers, sliced jalapeno peppers or salsa in place of red bell peppers*.
[A]: cheddar cheese, parmesan cheese, cream cheese, red bell peppers, green onions, ground cayenne pepper, ham, crackers

[Q]: Heat oven to 450., Generously grease 8 medium muffin cups. Beat eggs slightly in medium bowl., Stir in remaining ingredients with fork, just until smooth (do not overbeat)., Fill muffin cup 3/4 full., Bake 25 minutes., Decrease oven temperature to 350. Bake 10 to 15 minutes longer or until deep golden brown., Remove from cups immediately., Serve hot.
[A]:
eggs, Gold Medal flour, milk, Cheddar cheese, salt, dill weed