Definition: 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: In a bowl, combine the all-purpose flour, 1-1/2 cups sugar, whole wheat flour, brown sugar, baking powder, cinnamon, allspice, baking soda, salt and nutmeg., Combine the eggs, pumpkin, oil, water and vanilla; mix well., Stir into dry ingredients just until moistened., Fold in pecans., Spoon into two 8-in., x 4-in., loaf pans coated with cooking spray., Sprinkle with remaining sugar., Bake at 350 for 50-60 minutes or until a toothpick inserted near the center comes out clean., Cool for 15 minutes before removing from pans to wire racks., Yield: 2 loaves (12 slices each).
Output:
flour, sugar, sugar, whole wheat flour, brown sugar, baking powder, ground cinnamon, ground allspice, baking soda, salt, ground nutmeg, eggs, solid-pack pumpkin, canola oil, water, vanilla, pecans