The calculated distance (air line) between Conversano and Taranto is approximately 36 miles respectively 57 kilometers.
By car or train, the actual journey to Taranto is certainly longer, as only the direct route (as the crow flies) between Conversano and Taranto has been calculated here.
Air line (approximately)
57 kilometers
31 nautical miles