The calculated distance (air line) between Caroline Springs and Geelong is approximately 35 miles respectively 56 kilometers.
By car or train, the actual journey to Geelong is certainly longer, as only the direct route (as the crow flies) between Caroline Springs and Geelong has been calculated here.
Air line (approximately)
56 kilometers
30 nautical miles