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.

1 cup butter, salted, 2 eggs, beaten, 3 tablespoons unsweetened cocoa powder, 1/2 cup milk, 1 cup water, 2 cups sugar, 2 cups flour, 1 teaspoon vanilla, 1 teaspoon baking soda, frosting, 1/2 cup butter, 3 tablespoons unsweetened cocoa, 1/3 cup milk, 1 one pound box confectioners' sugar
butter, eggs, cocoa, milk, water, sugar, flour, vanilla, baking soda, frosting, butter, unsweetened cocoa, milk, sugar