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: In a large skillet, cook sausage and onion over medium heat until meat is no longer pink; drain. Transfer to a greased 3-qt. baking dish. Sprinkle with half of the red peppers; top with spinach., In a large bowl, combine the flour, Parmesan cheese, basil and salt. Whisk eggs and milk; stir into flour mixture until blended. Pour over spinach., Bake, uncovered, at 425° for 15-20 minutes or until a knife inserted in the center comes out clean. Top with provolone cheese and remaining red peppers. Bake 3-5 minutes longer or until cheese is melted. Let stand for 5 minutes before serving.
Solution:
Italian sausage, onion, red peppers, spinach, flour, Parmesan cheese, basil, salt, eggs, milk, provolone cheese