The calculated distance (air line) between Purcellville and Washington is approximately 40 miles respectively 64 kilometers.
By car or train, the actual journey to Washington is certainly longer, as only the direct route (as the crow flies) between Purcellville and Washington has been calculated here.
Air line (approximately)
64 kilometers
35 nautical miles