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.

Mix; will be thick., Spread in 9 x 13-inch pan., Bake at 350 for 15 to 20 minutes or until lightly browned., While hot, spread with 1 cup chocolate chips; let melt, then spread evenly., Top with 1 cup powdered sugar, 1/2 cup chunky peanut butter and 4 to 8 tablespoons milk., Mix together and drizzle over top.
butter, brown sugar, sugar, chunky peanut butter, egg, soda, salt, vanilla, flour, oatmeal

Preheat oven to 375 degrees., Spray a 1 1/2 quart baking dish with cooking oil spray., In a food processor or blender, process cottage cheese, egg substitute, 3 Tablespoons parmesan, lemon juice, pepper and nutmeg until smooth Squeeze moisture from spinach., In a large bowl, combine spinach, cottage cheese mixture, and green onions., Spread half in baking dish., Cut artichoke hearts in half and pat dry with paper towels., Place in a single layer on spinach misture., Sprinkle with 2 Tablespoons parmesan., Cover with remaining spinach mixture., Bake uncovered for 25 minutes.
vegetable oil cooking spray, cheese, eggs, parmesan cheese, lemon juice, white pepper, ground nutmeg, salt, green onion, salt, parmesan cheese

Fry the onions, bacon, garlic, carrots anf celery until onions turn soft., Add meat (use beef only if you prefer a lighter sauce) and fry till brown then add wine and simmer until the liquid is reduced by half., Add rest of ingredients and simmer for an hour., Add the parmesan cheese to finish.
olive oil, bacon, clove garlic, onion, carrots, celery, red wine, tomatoes, salt, cinnamon, parmesan cheese