The calculated distance (air line) between Caerphilly and Leeds is approximately 169 miles respectively 271 kilometers.
By car or train, the actual journey to Leeds is certainly longer, as only the direct route (as the crow flies) between Caerphilly and Leeds has been calculated here.
Air line (approximately)
271 kilometers
146 nautical miles