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