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.
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Question: 1 tablespoon olive oil, 1/2 small onion, chopped fine, 1 garlic clove, minced, 1 celery rib, chopped, 20 baby carrots, sliced, 2 cups boxed vegetable broth (e.g. Whole Foods brand), 1 cup water, 1 -2 plum tomato, seeded and chopped, 1/3 cup barley, rinsed, 1/2 cup vegetarian ground beef, pre-cooked, 1/2 - 1 teaspoon tamari (or soy sauce), 1/4 teaspoon dried thyme, 1 bay leaf, black pepper

Answer: olive oil, onion, garlic, celery, baby carrots, vegetable broth, water, tomato, barley, vegetarian ground beef, tamari, thyme, bay leaf, black pepper

Question: 1 lb. ground beef, 1 large onion, chopped, 2 pkg. chili mix, 2 (1 lb.) cans pinto beans, 1 qt. canned tomatoes, 1 small can tomato paste

Answer: ground beef, onion, chili mix, pinto beans, tomatoes, tomato paste

Question: 5 lbs vine ripened tomatoes, blanched, peeled & seeded, 1 8oz can tomatoe paste, 2 lbs Mushrooms, sliced, 14 sweet italian sausages in casing, 3 lbs ground veal, 1 small bottle olive oil, 1 lg onion, chopped, 1 tbls garlic, chopped, 2 bay leaves, 2 tbls dried basil, 1 tbls dried oregano, 1 tsp red pepper flakes, 2-4 tbls sugar, depending upon sweetness of tomatoes, salt & pepper to taste, water, to cover all ingredients

Answer:
tomatoes, tomatoe paste, Mushrooms, sweet italian sausages, ground veal, olive oil, onion, garlic, bay leaves, basil, oregano, red pepper, sugar, salt, water