The calculated distance (air line) between Katwijk aan den Rijn and Amsterdam is approximately 23 miles respectively 38 kilometers.
By car or train, the actual journey to Amsterdam is certainly longer, as only the direct route (as the crow flies) between Katwijk aan den Rijn and Amsterdam has been calculated here.
Air line (approximately)
38 kilometers
20 nautical miles