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.

Input: Consider Input: Preheat oven to 375 degrees F (190 degrees C)., Combine the flour and baking soda. Set aside., Mix the butter, brown sugar, white sugar, pudding mix, and vanilla. Beat until creamy. Add the eggs and mix well. Gradually stir in the flour mixture. Stir in the chocolate chips and the chopped nuts. Drop from teaspoon onto ungreased cookie sheets about 1 inch apart., Bake at 375 degrees F (190 degrees C) for 8 to 10 minutes.

Output: flour, baking soda, butter, brown sugar, white sugar, vanilla, eggs, chocolate chips, walnuts

Input: Consider Input: Beat eggs; add vegetable oil., Sift together dry ingredients. Add dry ingredients to eggs and oil., Add apple juice concentrate. Stir in carrots, raisins and 1/2 cup walnuts., Spray an 8 1/2 x 11-inch baking pan with nonstick spray., Pour batter into pan. Sprinkle remaining 1/2 cup walnuts over top., Bake in preheated oven at 325 for 40 to 45 minutes or until done., Yield:, 32 slices., One slice equals 180 calories.

Output: eggs, vegetable oil, cinnamon, baking soda, salt, vanilla, flour, apple juice concentrate, carrots, raisins, walnuts

Input: Consider Input: Fry hamburger and boil onions and carrots (chopped), Mix: mushroom soup, eggs, sour cream, hand full of cheese, spices in bowl, When done mix carrots and hambuger in bowl as well., Put everything in a casaroll dish and top with cheese (may want to butter the pan), Bake in oven (covered) at 350 untill cheese is brown, When done let cool for 15 mins...enjoy!
Output: Hamburger, mushroom soup, eggs, carrot, onion, sour cream