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 jar (1 lb. 10 oz.) Ragu(R) Old World Style(R) Pasta Sauce, 2 cups shredded mozzarella cheese (about 8 oz.), divided, 1/2 cup grated Parmesan cheese, 1 bag (16 oz.) frozen Italian-style vegetables, thawed, 8 ounces ziti or penne pasta, cooked and drained

SOLUTION: World, mozzarella cheese, Parmesan cheese, vegetables, penne pasta

PROBLEM: 4 x artichokes - (abt 1/2 lb ea), 1/4 c. fresh lemon juice, 1/2 c. extra-virgin extra virgin olive oil, 1/4 Tbsp. white-wine vinegar, 2 lrg garlic cloves mashed to paste with, 1/2 tsp salt, 5 Tbsp. finely-minced liquid removed bottled pimiento, 3 Tbsp. chopped fresh parsley

SOLUTION: artichokes, lemon juice, extra-virgin extra virgin olive oil, white-wine vinegar, garlic, salt, pimiento, parsley

PROBLEM: 1 package yeast, active dry, 1 1/2 cups water warm, 1/2 cup sugar, 1 teaspoon salt, 2 large eggs, 1 cup evaporated milk, 7 cups flour, all-purpose, 1/4 cup vegetable shortening

SOLUTION:
yeast, water, sugar, salt, eggs, milk, flour, vegetable shortening