The calculated distance (air line) between Caloocan City and Olongapo is approximately 47 miles respectively 76 kilometers.
By car or train, the actual journey to Olongapo is certainly longer, as only the direct route (as the crow flies) between Caloocan City and Olongapo has been calculated here.
Air line (approximately)
76 kilometers
41 nautical miles