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: 1. Fill a large stock pot (at least 8 quarts) with 5 quarts of water. Bring the water to a boil on high heat. Add the salt., 2. Heat a large skillet over medium heat. Add the pancetta or guanciale and render it for 8 minutes or until it is golden brown., , 3. In a small bowl whisk together the egg yolks, chicken stock, and Parmigiano Reggiano., , 4. Drop the spaghetti into the water and let it cook, stirring occasionally, for 8 minutes or until it is tender but still has some bite. Near the end of cooking, dip a heatproof measuring cup into the water and remove 1/2 cup of the pasta cooking water., , 5. Stir the water gradually into the egg mixture., , 6. Drain the spaghetti and without rinsing it, tip it into the pancetta. Add the yolk mixture and cook over low heat for 1 minute. Add the butter and pepper. Taste for seasoning and add more salt, if you like. Adapted from Il Casale
Solution:
salt, pancetta, egg yolks, chicken stock, unsalted butter, Pepper