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: Cook vanilla pudding as directed on box., When it starts to boil, remove from heat., Let cool 3 to 5 minutes., In same kettle, pour yellow cake mix into pudding., Beat with mixer for 5 minutes. Pour into 13 x 9 x 2-inch glass pan sprayed with Pam., Must be glass pan!, Sprinkle chips and nuts on top of batter., Bake at 350 for 30 to 40 minutes or until golden brown.

SOLUTION: yellow cake, vanilla cooked pudding, butterscotch chips, walnuts

PROBLEM: Cream together eggs and sugar, add pumpkin and mix well., Sift together flour, baking powder, baking soda, cinnamon and salt, add to creamed mixture., Fold in raisins and nuts., Fill muffin cups 2/3 full and bake at 350 for 25 minutes.

SOLUTION: eggs, sugar, pumpkin, oil, flour, baking powder, baking soda, cinnamon, salt, raisins, nuts

PROBLEM: For dressing, combine the first six ingredients in a jar with a tight-fitting lid; shake until sugar is dissolved. In a heavy skillet, saute almonds in butter until toasted, about 4 minutes. Sprinkle with sugar; cook and stir until sugar is melted, about 3 minutes. Spread on foil to cool; break apart., On two salad plates, arrange the greens, oranges and onions. Shake the dressing; drizzle over salads. Sprinkle with sugared almonds.

SOLUTION:
canola oil, sugar, white vinegar, celery, salt, pepper, almonds, butter, sugar, salad greens, oranges, green onions