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: 2 tablespoons olive oil, 1 lb stewing beef, cut into cubes, 1 large onion, chopped, 2 garlic cloves, minced, 1 tablespoon peeled and minced fresh ginger, 1 lb butternut squash, peeled and cut into cubes (about 2 1/2 cups), 1 (14 1/2 ounce) can no-salt-added diced tomatoes, 1 (8 ounce) can no-salt-added tomato sauce, 1 1/2 cups low sodium beef broth, 1 1/2 teaspoons ground cumin, 1 teaspoon cinnamon, 1/2 teaspoon red pepper flakes, 3 cups cooked whole wheat couscous, 1/4 cup sliced almonds, toasted in a dry skillet over medium-high heat until golden brown, 2 minutes, 4 teaspoons minced fresh parsley
Output:
olive oil, stewing beef, onion, garlic, fresh ginger, butternut squash, salt, salt, beef broth, ground cumin, cinnamon, red pepper, whole wheat couscous, almonds, fresh parsley