The calculated distance (air line) between Locorotondo and Taranto is approximately 21 miles respectively 33 kilometers.
By car or train, the actual journey to Taranto is certainly longer, as only the direct route (as the crow flies) between Locorotondo and Taranto has been calculated here.
Air line (approximately)
33 kilometers
18 nautical miles