The calculated distance (air line) between Canosa di Puglia and Taranto is approximately 81 miles respectively 130 kilometers.
By car or train, the actual journey to Taranto is certainly longer, as only the direct route (as the crow flies) between Canosa di Puglia and Taranto has been calculated here.
Air line (approximately)
130 kilometers
70 nautical miles