The calculated distance (air line) between Tokorozawa and Minamirinkan is approximately 21 miles respectively 34 kilometers.
By car or train, the actual journey to Minamirinkan is certainly longer, as only the direct route (as the crow flies) between Tokorozawa and Minamirinkan has been calculated here.
Air line (approximately)
34 kilometers
18 nautical miles