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.
One example: Preheat oven to 375 degrees., Boil syrup, sugar and shortening over medium heat, stirring constantly., Remove from heat., Gradually stir in flour and nuts., Drop by teaspoonfuls about 3 inches apart on lightly greased cookie sheet., Bake 5 to 6 min., Remove from oven and let stand 5 min, before removing from sheet., May be rolled into cylindrical shape while still hot., If cooled too much, return to oven for a minute., Yield: 4 dozen cookies.
Solution is here: flour, nuts, corn syrup, shortening, brown sugar
Explanation: This is a good example, as we see the NER is generated correctly from the directions.

Now, solve this: Combine flour, baking powder, pumpkin pie spice, and salt in a bowl., Stir milk, brown sugar, pumpkin puree, vanilla extract, oil, and water together in a second bowl; mix thoroughly. Make a well in the flour mixture, add milk mixture, and mix until evenly combined., Heat a nonstick skillet over medium-high heat. Drop 1/4 cup pancake batter onto the hot skillet and cook until bubbles form and edges are dry, 3 to 5 minutes. Flip and cook until browned on the other side, 3 to 5 minutes. Repeat with remaining batter.
Solution:
flour, baking powder, pumpkin pie spice, salt, soy milk, brown sugar, pumpkin puree, vanilla, vegetable oil, water