Instructions: 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: Preheat oven to 350F. Prepare a 12-cup muffin tin with nonstick spray or liners., Combine flour, brown sugar, cocoa powder, baking powder, baking soda, and salt. Set aside. In a separate bowl, mix together water, canola oil, egg, and vinegar. Stir in chocolate chips. Pour into flour mixture. Stir until just combined. Pour into muffins tin., Microwave peanut butter for 20 seconds to make it easy to swirl. Drop a teaspoonful into the center of each muffin. Using a knife or toothpick, swirl into the muffin. Bake for 12-14 minutes. Allow to cool in the pan for a few minutes before serving.
Output:
Flour, Brown Sugar, , Baking Powder, Baking Soda, Salt, Water, , Egg, Red Wine Vinegar, Chocolate Chips,