Add tomatoes, 4 cups of broth, paprika, cumin, black pepper, thyme, oregano, hot sauce, and rice. Raise heat to high and bring to a boil. Lower heat, cover, and allow to simmer until the rice is cooked and liquid is absorbed, about 45 minutes. Remove from heat and allow to sit for about 5 minutes, covered.