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: In a large bowl, whisk together flour and salt. Add water, then cut diced butter in using a pastry cutter. (Alternatively, use a food processor and pulse a few times until a dough ball forms.) If the mixture is too dry, add another 1 to 2 tablespoons water. Turn out the dough onto a floured surface., Roll dough out to about 1/4-inch thickness. Make sure to flip and rotate to prevent sticking to the surface. Roll the dough out a few inches larger than the pie dish (about 12 inches for a 9-inch dish). Place in the pie dish, and gently press to fit. Tuck under any overhang and crimp as desired., Preheat oven to 350F (176C)., For the filling, cream brown sugar and butter in the bowl of a stand mixer (or hand mixer), fitted with a paddle attachment. Add egg and vanilla, and mix until combined. Add baking powder, salt, and flour and mix., Add the candy. Make sure to chop them up if you're using a hand mixer., Press the mixture into the prepared pie dish, then place the extra candy on top. Bake for 24-30 minutes, until crust has browned and top is golden. It may still be a little jiggly in the middle, but that's fine (the pie will set whilst cooling). Cool completely before cutting.
A:
Flour, , Butter, Water, FILLING, Brown Sugar, Butter, Egg, Vanilla, Baking Powder, , Flour