The calculated distance (air line) between Takarazuka and Uji is approximately 26 miles respectively 42 kilometers.
By car or train, the actual journey to Uji is certainly longer, as only the direct route (as the crow flies) between Takarazuka and Uji has been calculated here.
Air line (approximately)
42 kilometers
23 nautical miles