The calculated distance (air line) between Geisenheim and Bielefeld is approximately 144 miles respectively 231 kilometers.
By car or train, the actual journey to Bielefeld is certainly longer, as only the direct route (as the crow flies) between Geisenheim and Bielefeld has been calculated here.
Air line (approximately)
231 kilometers
125 nautical miles