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: For the base, set a pan over some boiling water. Stir the butter, confectioner's sugar, cocoa powder, vanilla and egg together until they resemble custard. Then mix together with the graham cracker crumbs, coconut and walnuts., Press the mixture evenly into a 9 x 9 inch pan. Place in the fridge while you mix up the filling., For the filling, cream together the butter, vanilla custard powder, milk and confectioner's sugar until smooth. Spread this over the base and place in the fridge to set up while you prepare the topping., For the topping, melt the chocolate and butter in the top of a double boiler. Spread this over the cooled filling and place in the fridge for a few minutes to set up a little., Score the chocolate to make it easy to cut into squares when you serve it. This is very rich and yummy, so err on the side of smaller squares the first time you make it. You can also take seconds if you like. This also freezes well, so you can remove it from immediate temptation if you like.
Solution:
Butter, , Cocoa, Vanilla, Egg, Graham Cracker Crumbs, Coconut, Walnuts, FILLING, , Custard Powder, Milk, Confectioners Sugar, Chocolate, Butter