In a large soup pot, heat olive oil over medium heat. Add the onion, leek, and garlic and sauté for 3 - 5 minutes until slightly softened. Add the carrots, celery, salt, ¼ teaspoon black pepper, tomatoes, broth, and fresh thyme. Stir and bring to a boil. Reduce heat and simmer for 15 minutes.