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.
Input: 1/2 loaf French or Italian bread (8 ounces), cut into 1/2 inch thick slices; supermarket bread is fine, 4 tablespoons unsalted butter, softened, 4 shallots or 1 small onion, minced, 1 10-ounce package chopped frozen spinach, thawed and squeezed dry, Salt, Pepper, 6 ounces (1 1/2 cups) Gruyere cheese, shredded (Havarti, sharp cheddar, and Colby are also good), 6 large eggs, 1 3/4 cups half-and-half
Output:
Italian bread, unsalted butter, shallots, frozen spinach, Salt, Pepper, Gruyere cheese, eggs