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.
One example is below.
Q: 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.
A: flour, nuts, corn syrup, shortening, brown sugar
Rationale: This is a good example, as we see the NER is generated correctly from the directions.
Q: 1. Boil potato and mash, then set aside until slightly cooled., 2. In a mixing bowl combine mashed potatoes with salt and eggs and mix until creamy., 3. Add oil and the non dairy cream cheese, non dairy sour cream and the non dairy cheese. Mix until just blended., 4. Add flour and continue mixing until just blended., 5. Move mixture to counter and kneed until smooth. (I like to put parchment paper down and kneed it on there)., 6. Shape dough to a rectangle shape, about 1/2 inch thick. Cut into 1/2 strips lengthwise. Roll each strip with your hands just slightly. Cut into about 1/2 " to 1 " pieces., 7. For each piece make an impression with your thumb, then lightly dust with flour. Turn over and lightly dust with flour. (This recipe makes about 100 gnocchi and we found that 1/3 of the recipe was more than enough for 2 of us. I flash froze the remaining pieces, laying them on a cookie sheet lined with parchment, and placing them in the freezer for about 30 minutes. When they felt like they were hardening I placed them into two freezer bags for later use and put them back in the freezer.)., 8. Drop the pieces into boiling salted water and cook until they begin to rise to the top of the surface., 9. Drain and serve with plain spaghetti sauce, pesto, a non-dairy alfredo sauce or whatever you'd like.
A:
potato, salt, eggs, canola oil, sour cream, non dairy cheese, flour