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.
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.
Example solution: flour, nuts, corn syrup, shortening, brown sugar
Example explanation: This is a good example, as we see the NER is generated correctly from the directions.

Problem: Heat oven to 350F., Prepare cake batter as directed on package; pour into greased 13x9-inch baking dish., Beat dry pudding mixes, granulated sugar, milk and water with whisk 2 min., ; pour over batter in dish., Place baking dish on baking sheet., (Baking sheet will catch any sauce that might bubble over sides of dish as dessert bakes.), Bake 55 min., to 1 hour or until toothpick inserted in centre comes out clean., Cool 20 min., (Sauce will thicken slightly as it cools.), Sprinkle with icing sugar., Serve warm., Refrigerate leftovers.
Solution: yellow cake, sugar, cold milk, water, icing sugar