The world-famous pyramids, specifically the Giza pyramid complex including the Great Pyramid, are located in Egypt. While other cultures built pyramids, the ones most commonly referred to as 'world famous' are the ancient Egyptian structures. Persia, Arabia, and Italy are not primarily known for these structures.