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: 1/2 pound mushrooms, wiped clean and sliced thin, 3 tablespoons melted butter or margarine, 1 1/2 cups soft white bread crumbs, 2 tablespoons minced chives, 2 tablespoons parsley, 1/2 teaspoon dried tarragon or marjoram, 1/2 teaspoon salt, 1/8 teaspoon white pepper, 1 egg, lightly beaten

SOLUTION: mushrooms, butter, soft white bread crumbs, chives, parsley, tarragon, salt, white pepper, egg

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: 1/2 cup sugar or demerera sugar, if you have it, The peels (no pith) from three lemons, 2 1/4 cups brandy (recommended: Courvoisier VSOP), 1 cup rum (recommended: Smith and Cross), 4 cups brewed strong black tea, 2 cups fresh apple cider, Citrus wheels and freshly grated nutmeg to garnish, A big ice cube or ring for serving in the punch bowl

SOLUTION:
sugar, peels, brandy, rum, black tea, apple cider, wheels, big ice cube