The calculated distance (air line) between Pedro Juan Caballero and Lima is approximately 104 miles respectively 167 kilometers.
By car or train, the actual journey to Lima is certainly longer, as only the direct route (as the crow flies) between Pedro Juan Caballero and Lima has been calculated here.
Air line (approximately)
167 kilometers
90 nautical miles