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: Bring a large pot of lightly salted water to a boil. Cook pasta in boiling water for 8 to 10 minutes, or until al dente. Drain, and transfer to a large bowl., Heat 1 tablespoon olive oil in a large skillet over medium heat. Saute chicken until firm and lightly browned; remove from pan. Add the remaining tablespoon of olive oil to the skillet. Cook and stir garlic, asparagus, and red pepper flakes in oil until asparagus is tender. Stir in chicken, and cook for 2 minutes to blend the flavors. Season with salt and pepper., Toss pasta with chicken and asparagus mixture. Sprinkle with Parmesan cheese.
Solution:
penne pasta, olive oil, skinless, garlic, red pepper, salt, Parmesan cheese