The calculated distance (air line) between Caloocan City and Calumpit is approximately 23 miles respectively 37 kilometers.
By car or train, the actual journey to Calumpit is certainly longer, as only the direct route (as the crow flies) between Caloocan City and Calumpit has been calculated here.
Air line (approximately)
37 kilometers
20 nautical miles