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