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.

Preheat oven to 375F., Beat eggs and milk in large bowl with wire whisk until well blended., Add remaining ingredients; mix well., Shape meat mixture into oval loaf in shallow baking pan., Bake 1 hour or until cooked through (160F).
eggs, milk, ground beef, shredded wheat cereal, tomatoes, onion, green pepper, Worcestershire Sauce, salt, ground black pepper

In ungreased 1 1/2 quart casserole or baking dish, combine peaches, 1 T pudding mix, brown sugar and 1/4 C fruit syrup., In large mixing bowl combine remaining ingredients until well blended and crumbly., Sprinkle topping mixture over fruit mixture., Bake at 350 degrees for 45-50 minutes until deep golden brown and bubbly.
peaches, vanilla instant pudding, brown sugar, flour, oats, nuts, sugar, salt, cinnamon, butter

Cook broccoli according to package directions; drain and set aside. In a small skillet, cook beef and salt over medium heat until meat is no longer pink; drain. Add cheese; cook and stir until cheese is melted. Add tomatoes and broccoli; mix well. Serve with chips.
broccoli, ground beef, salt, cheese, tomatoes, Corn chips