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: 1 egg, 1/2 cup butter, softened, 1 cup sugar, 1 (15 ounce) can pumpkin, 1 teaspoon vanilla extract, 2 cups all-purpose flour, 1/2 teaspoon salt, 1 teaspoon baking soda, 1 teaspoon baking powder, 1 teaspoon cinnamon, 1 cup butterscotch chips

SOLUTION: egg, butter, sugar, pumpkin, vanilla, flour, salt, baking soda, baking powder, cinnamon, butterscotch chips

PROBLEM: 1/4 cup water, 1/4 cup milk, 4 tablespoons cold unsalted butter, diced, 1/8 teaspoon freshly ground black pepper, 1/8 teaspoon salt, 1/2 cup flour, 2 eggs, 1/2 cup plus two tablespoons grated Guyere cheese

SOLUTION: water, milk, cold unsalted butter, freshly ground black pepper, salt, flour, eggs, Guyere cheese

PROBLEM: 1/2 c. olive oil, 1 clove garlic, minced or pressed, 1/4 tsp. salt, 1 lb. medium size raw shrimp, shelled and deveined, 1 Tbsp. finely minced parsley, parsley sprigs (optional)

SOLUTION:
olive oil, clove garlic, salt, shrimp, parsley, parsley sprigs