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.
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.
Example solution: flour, nuts, corn syrup, shortening, brown sugar
Example explanation: This is a good example, as we see the NER is generated correctly from the directions.

Problem: Melt the margarine in a skillet or sauce pan over medium heat., Meanwhile, mix the egg and the oatmeal in a small bowl. This may seem like a lot of oats compared to the amount of egg, but just keep stirring until the oats are coated., Add the oats mixture to the skillet., Stirring constantly, cook about 5 minutes until the oats are lightly browned ("golden"). They should be dry and separated., (At this point, the oat mixture can be stored in a tightly covered container until you are ready to finish cooking. Note that the eggs are cooked, so it doesn't require refrigeration)., Add the water, stir, and cover., Cook about 5 more minutes, stirring occasionally, until liquid evaporates., Make the recipe your own by adding dried or fresh fruit, cinnamon, sauteed peppers or onions, meat or vegetable broth instead of water, and so on.

Solution: oats, egg, margarine, water