The calculated distance (air line) between Duitama and Zapatoca is approximately 70 miles respectively 113 kilometers.
By car or train, the actual journey to Zapatoca is certainly longer, as only the direct route (as the crow flies) between Duitama and Zapatoca has been calculated here.