TASK DEFINITION: In this task, you have to generate the named entities (NER) given its ingredients of the recipe. Named entities are the names of the items without their quantity.
PROBLEM: 4 large eggs, at room temperature, 3/4 cup milk, 3 tablespoons Dijon mustard, 1 tablespoon snipped chives, 1 teaspoon salt, 1/4 teaspoon freshly grated nutmeg, 2 cups all-purpose flour, 4 tablespoons unsalted butter, melted

SOLUTION: eggs, milk, mustard, chives, salt, freshly grated nutmeg, flour, unsalted butter

PROBLEM: 1/2 c. butter, 1/2 c. shortening, 1 1/2 c. sifted 10x sugar, 1/4 tsp. salt, 1 tsp. vanilla, 1 egg, 2 c. sifted flour, 1 tsp. soda, 1 tsp. cream of tartar

SOLUTION: butter, shortening, sugar, salt, vanilla, egg, flour, soda, cream of tartar

PROBLEM: 1 c. sugar, 1/2 c. margarine or butter, 2 eggs, 1 tsp. baking soda, 1/4 c. sour cream, 2 or 3 bananas, 1 1/2 c. flour, 1 tsp. vanilla, 1/2 c. walnuts, chopped, 1/2 c. chocolate chips, cinnamon and sugar combination mixture (for top)

SOLUTION:
sugar, margarine, eggs, baking soda, sour cream, bananas, flour, vanilla, walnuts, chocolate chips, cinnamon