The calculated distance (air line) between Washington and Fairfield is approximately 67 miles respectively 108 kilometers.
By car or train, the actual journey to Fairfield is certainly longer, as only the direct route (as the crow flies) between Washington and Fairfield has been calculated here.
Air line (approximately)
108 kilometers
58 nautical miles