The calculated distance (air line) between Watertown and Wilmington is approximately 12 miles respectively 20 kilometers.
By car or train, the actual journey to Wilmington is certainly longer, as only the direct route (as the crow flies) between Watertown and Wilmington has been calculated here.
Air line (approximately)
20 kilometers
11 nautical miles