The calculated distance (air line) between Madrid and Villaverde is approximately 5 miles respectively 7 kilometers.
By car or train, the actual journey to Villaverde is certainly longer, as only the direct route (as the crow flies) between Madrid and Villaverde has been calculated here.
Air line (approximately)
7 kilometers
4 nautical miles