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: 2 tablespoons extra-virgin olive oil, 2 cloves garlic, thinly sliced, One 28-ounce can whole plum tomatoes, lightly crushed, 1 teaspoon dried oregano, Kosher salt and freshly ground pepper, Two 4-ounce packages mixed mushrooms, coarsely chopped, 1 pound sweet Italian sausage, removed from casings, 1 pound mozzarella cheese, Two 15-ounce containers ricotta cheese, 1 large egg, 3 fresh lasagna sheets (about 7 ounces), 2 tablespoons chopped fresh parsley, Serving suggestions: green salad and garlic bread

SOLUTION: extra-virgin olive oil, garlic, tomatoes, oregano, Kosher salt, mixed mushrooms, Italian sausage, mozzarella cheese, containers ricotta cheese, egg, lasagna sheets, parsley, green salad

PROBLEM: 15 1/2 oz. can whole wax beans, drained, 1/2 c. vinegar, 2 Tbsp. finely chopped onion, 1/2 c. sugar, 2 Tbsp. prepared mustard, 1/4 tsp. salt

SOLUTION: wax beans, vinegar, onion, sugar, mustard, salt

PROBLEM: 1 3/4 c. flour, 1 1/2 c. sugar, 2 1/2 tsp. baking powder, 3/4 tsp. salt, 1 egg, slightly beaten, 1/3 c. oil, 3/4 c. milk, 3/4 c. minced fresh rhubarb, 1/2 c. sliced strawberries

SOLUTION:
flour, sugar, baking powder, salt, egg, oil, milk, fresh rhubarb, strawberries