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: Stir together first 3 ingredients. Cut butter into flour mixture with a pastry blender or 2 forks until crumbly., Whisk together yeast and warm milk. Let stand 10 minutes. (Mixture does not foam.) Stir in egg and vanilla. Add milk mixture to flour mixture, stirring until dry ingredients are moistened. Divide dough into fourths; wrap each portion in plastic wrap, and chill 30 minutes., Roll each portion of dough to 1/8-inch thickness on a flat surface lightly dusted with powdered sugar. Cut dough with a 3 3/4-inch snowflake-shaped cookie cutter. Place on parchment paper-lined baking sheets. Sprinkle with sparkling sugar., Bake at 350 for 10 minutes or until lightly golden. Cool cookies on baking sheet 5 minutes. Remove to wire racks, and let cool completely.
Solution: all-purpose, sugar, salt, butter, active dry yeast, warm milk, egg, vanilla, Powdered sugar, Sparkling sugar