The calculated distance (air line) between Puente de Vallecas and Madrid Centro is approximately 3 miles respectively 4 kilometers.
By car or train, the actual journey to Madrid Centro is certainly longer, as only the direct route (as the crow flies) between Puente de Vallecas and Madrid Centro has been calculated here.
Air line (approximately)
4 kilometers
2 nautical miles