The calculated distance (air line) between Tokyo and Kashiwa is approximately 20 miles respectively 32 kilometers.
By car or train, the actual journey to Kashiwa is certainly longer, as only the direct route (as the crow flies) between Tokyo and Kashiwa has been calculated here.