* The Lost River Cave and Valley Bowling Green includes a cave with the shortest and deepest underground river in the world. * The Kentucky Derby is the oldest continuously held horse race in the country. Please email or share this article! Kentucky lies in the southeastern United States and was the 15th state to officially sign up with the Union.