You will be given a definition of a task first, then some input of the task.
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.

Cook noodles; drain and set aside., Mix eggs, cottage and Ricotta cheese and seasoning., Set aside., Cook mushrooms, onions and garlic in butter until tender., Stir in flour and pepper, then add milk., Cook and stir until thick and bubbly., Remove from heat and stir in spinach or broccoli, carrots and 1/2 cup Parmesan cheese., In a 9 x 13-inch pan, layer 1/3 of noodles., Spread 1/3 of cheese mixture over, then 1/3 of vegetable mixture., Sprinkle with Mozzarella cheese., Repeat these steps 2 more times., Sprinkle with remaining Parmesan cheese., Bake at 350 for 35 minutes, covered., This can also be made ahead of time and placed in the freezer until needed.
Output:
noodles, eggs, cottage cheese, Ricotta cheese, Italian seasoning, mushrooms, onion, clove garlic, butter, flour, pepper, milk, broccoli, carrot, Parmesan cheese, Mozzarella cheese