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: Measure all ingredients except raisins and walnuts into baking pan in the order recommended by the manufacturer., Insert pan into the oven., Select Sweet Cycle., Add raisins and walnuts at the "add ingredient" signal., When the baking cycle ends, immediately remove the bread from the pan and place it on a wire rack., Let cool to room temperature before slicing.
Output:
loaf, water, plain yogurt, nonfat dry milk powder, salt, liquid honey, light molasses, vegetable oil, whole wheat flour, bread flour, rye flour, ground cinnamon, bread machine yeast, raisins, walnuts