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