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: Add in yeast to machine., Combine and whisk all dry ingredients, except the brown sugar, together in a large bowl., Add in the mixed dry ingredients to machine., Add in the brown sugar to the machine., Dissolve gelatin in 1 c. hot water., Combine and whisk all other wet ingredients together in the same bowl., Pour into the machine., Start the machine., Welbilt Multi-Logic Settings: Second kneading - 0, Second rising - 10, Baking 50 min.
Output:
white rice flour, brown rice flour, instant nonfat, xanthan, caraway seeds, coffee, onion, cocoa pwdr, salt, Red, eggs, sourdough starter, water, honey, molasses, vegetable oil, rice vinegar, unflavored gelatin