The calculated distance (air line) between Tocaima and Purificación is approximately 46 miles respectively 74 kilometers.
By car or train, the actual journey to Purificación is certainly longer, as only the direct route (as the crow flies) between Tocaima and Purificación has been calculated here.
Air line (approximately)
74 kilometers
40 nautical miles