TASK DEFINITION: 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.
PROBLEM: Combine flour, sugar, soda and salt., Place margarine in saucepan with 1 cup water and bring to a boil., Combine eggs and buttermilk; add to margarine, then pour into flour mixture., Mix until blended., Pour into large cookie sheet with rim., (Note: batter will be thin.), Bake at 375 for 20 minutes.

SOLUTION: flour, white sugar, baking soda, salt, margarine, eggs, buttermilk, water

PROBLEM: Heat oven to 375 degrees F., Combine first 5 ingredients; stir in 1 cup mozzarella., Spread onto noodles, adding about 1/3 cup to each; roll up., Mix sauce and crushed pepper; spread 1/2 cup onto bottom of 13x9-inch baking dish., Add lasagna rolls, seam sides down; cover with remaining sauce and mozzarella., Bake 25 min., or until heated through.

SOLUTION: egg, Ricotta Cheese, chorizo, Parmesan Cheese, Mozzarella Cheese, lasagna noodles, Pasta Sauce, red pepper

PROBLEM: Place chops on bottom of large casserole dish. Combine soup, catsup, Worcestershire sauce and onion., Pour over pork chops. Bake, covered for 1 hour at 350.

SOLUTION:
pork chops, mushroom soup, catsup, Worcestershire sauce, onion