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: Mix all of the above ingredients together.

SOLUTION: rotini noodles, oil, cucumber, red onion, tomato, bell pepper

PROBLEM: Beat eggs; add vegetable oil., Sift together dry ingredients. Add dry ingredients to eggs and oil., Add apple juice concentrate. Stir in carrots, raisins and 1/2 cup walnuts., Spray an 8 1/2 x 11-inch baking pan with nonstick spray., Pour batter into pan. Sprinkle remaining 1/2 cup walnuts over top., Bake in preheated oven at 325 for 40 to 45 minutes or until done., Yield:, 32 slices., One slice equals 180 calories.

SOLUTION: eggs, vegetable oil, cinnamon, baking soda, salt, vanilla, flour, apple juice concentrate, carrots, raisins, walnuts

PROBLEM: Grease and flour two 7x3 inch loaf pans. Preheat oven to 350 degrees F (175 degrees C)., In one bowl, whisk together flour, soda, salt, and sugar. Mix in slightly beaten eggs, melted butter, and mashed bananas. Stir in nuts if desired. Pour into prepared pans., Bake at 350 degrees F (175 degrees C) for 1 hour, or until a wooden toothpick inserted in the center comes out clean.

SOLUTION:
flour, baking soda, salt, white sugar, eggs, butter, bananas