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.
Q: Preheat the oven to 400, lightly grease large casserole dish., Cook penne pasta according to the package directions., Slice mushrooms and set aside., Heat olive oil in large saucepan over medium heat., Add shallots and garlic; sautee for 2 minutes., Add mushrooms and beef to the saucepan, cook until beef in browned., Stir in tomatoes with juice, tomato sauce, basil & cream; simmer for about 5 minutes., Remove from heat., Add cooked pasta to saucepan, stir in 1/4 cup parmesan; mix well., Spoon pasta mixture into prepared casserole dish., Sprinkle remaining parmesan over top., Cover; bake for about 15 minutes., Uncover; bake until cheese is melted, about 10 minutes longer.
A:
penne pasta, mushrooms, olive oil, shallots, garlic, ground beef, tomatoes, tomato sauce, basil, heavy cream, parmesan cheese