The calculated distance (air line) between Higashi-ōsaka and Sōja is approximately 104 miles respectively 168 kilometers.
By car or train, the actual journey to Sōja is certainly longer, as only the direct route (as the crow flies) between Higashi-ōsaka and Sōja has been calculated here.
Air line (approximately)
168 kilometers
90 nautical miles