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: In bowl, with electric mixer at low speed, blend all ingredients except chocolate chips., Increase speed to high, beat for 2 minutes., Spoon batter into 18 paper lined 2 1/2-inch muffin pan tins., Bake at 350 for 18 to 20 minutes or until toothpick inserted in center comes out clean; cool., In pan, melt chocolate chips., Using spatula, scoop chocolate into a plastic bag, cut a hole in the corner of the bag., Drizzle chocolate over cupcakes. Makes 18 cupcakes, 136 calories; 105 mg. sodium; 4 grams fat per cupcake.
A:
flour, milk, egg substitute, chunky peanut butter, margarine, baking powder, vanilla, semi-sweet chocolate chips