Place carrots, turnips, potatoes, and celery into pot, then top with veal, parsley, onion, olive oil, pepper, salt, and saffron. Add 2 quarts of water, cover, and bring to a boil.
Add diced tomatoes and cook covered at medium heat for 45 minutes.
Slowly stir in vermicelli and cook covered for an additional 15 minutes.