Detailed 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.
See one example below:
Problem: 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: flour, nuts, corn syrup, shortening, brown sugar
Explanation: This is a good example, as we see the NER is generated correctly from the directions.

Problem: Bring the stock to a simmer in a medium saucepan and keep it warm over low heat., Heat the olive oil in a large, wide casserole., Add the onion and cook over moderately low heat, stirring often, until it softens, about 8 minutes., Add the rice and cook over moderate heat, stirring, until the grains are coated with the oil., Add the wine and boil until almost evaporated., Stir in the squash., Add about 3 cups of the hot stock to the casserole and cook, stirring constantly with a wooden spoon, until the rice has absorbed most of the stock., Continue to cook the risotto, adding the stock 1 cup at a time and stirring constantly between additions until it is absorbed., The risotto is done when it is creamy and the rice is just tender, about 30 minutes total., Remove the casserole from the heat., Stir in the Parmigiano-Reggiano and season with salt and pepper., Spoon the risotto into 12 warmed bowls or soup plates and serve at once.
Solution:
vegetable stock, olive oil, onion, rice, white wine, winter, freshly grated Parmigiano-Reggiano cheese, Salt