The calculated distance (air line) between Geisenheim and Duisburg is approximately 113 miles respectively 182 kilometers.
By car or train, the actual journey to Duisburg is certainly longer, as only the direct route (as the crow flies) between Geisenheim and Duisburg has been calculated here.
Air line (approximately)
182 kilometers
98 nautical miles