Teacher: 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.
Teacher: Now, understand the problem? If you are still confused, see the following example:
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
Reason: This is a good example, as we see the NER is generated correctly from the directions.

Now, solve this instance: Preheat oven to 350., Coat bottom of a 9-inch square baking pan with cooking spray; line bottom with wax paper. Coat wax paper with cooking spray., Lightly spoon flour into a dry measuring cup; level with a knife. Combine flour and next 4 ingredients., Combine pineapple and next 6 ingredients in a large bowl. Beat with a mixer at medium speed until well blended. Add flour mixture; beat just until blended. Stir in carrot and raisins. Pour batter into prepared pan. Bake at 350 for 30 minutes or until a wooden pick inserted in center comes out clean. Cool in pan 10 minutes on a wire rack; remove from pan. Remove wax paper. Cool completely on wire rack., Beat cream cheese with a mixer at medium speed until smooth. Gradually add powdered sugar; beat at low speed just until blended., Place cake layer on a plate; spread top and sides with cream cheese mixture. Sprinkle top with pecans. Store cake loosely covered in refrigerator.
Student:
Cooking spray, flour, baking soda, ground cinnamon, ground nutmeg, salt, pineapple, sugar, vegetable oil, egg whites, egg, orange rind, vanilla, carrot, raisins, cream cheese, powdered sugar, pecans