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 the oven to 400 degrees F., Put the flour, baking powder, baking soda, cocoa, sugar, and 3/4 cup of the chocolate chips into a large bowl., Pour all the liquid ingredients into a measuring jug., Mix the dry and wet ingredients together, remembering that a lumpy batter makes the best muffins., Spoon into the prepared muffin cases., Sprinkle the remaining 1/4 cup chocolate chips on top., Bake for 20 minutes or until the muffins are dark, risen and springy.

Output: flour, baking powder, baking soda, cocoa powder, sugar, semisweet chocolate chips, semisweet chocolate chips, milk, vegetable oil, vegetable oil, egg, vanilla

Input: Consider Input: Pour the beer into a mug or tall glass, and add a few dashes of hot sauce. Drink.

Output: beer, pepper

Input: Consider Input: Combine all ingredients in bowl; mix well., Refrigerate until serving time., Serve on lettuce.
Output: pecans, pineapple, mandarin oranges, coconut, marshmallows, cottage cheese, cream cheese