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: In a large bowl, combine the first seven ingredients; pour into pastry shell. Bake at 375 for 25-30 minutes or until set. Cool on a wire rack., In a large saucepan, melt chocolate chips and butter. Stir in cream until smooth. Remove from the heat; stir in coffee. Serve pie with ice cream and fudge sauce.

SOLUTION: brown sugar, all-purpose, eggs, butter, vanilla, chocolate chips, walnut halves, pastry shell, chocolate chips, butter, heavy whipping cream, coffee, Coffee

PROBLEM: Brown hamburger and bacon, separate and drain grease., Add all other ingredients in crock-pot., Stir and cook 4 to 5 hours on low or bake uncovered in 350 degrees for 2 hours.

SOLUTION: bacon, hamburger, onions, brown sugar, catsup, beans, vinegar, mustard, salt, molasses, BBQ sauce, kidney bean, pork

PROBLEM: Add dry ingredients to eggs, butter and coconut., Gradually add milk., Pour into 2 (9-inch) pie plates., Bake 30 minutes at 325.

SOLUTION:
eggs, flour, sugar, coconut, butter, milk, vanilla