The calculated distance (air line) between Caloocan City and San Fernando is approximately 33 miles respectively 53 kilometers.
By car or train, the actual journey to San Fernando is certainly longer, as only the direct route (as the crow flies) between Caloocan City and San Fernando has been calculated here.
Air line (approximately)
53 kilometers
28 nautical miles