The vehicle was stolen from outside the Polski Dom European Supermarket on Beverley Road on December 3 around 6pm.
In the glove box was a driving licence, and a purse with bank cards and money in.
The bike was spotted at a petrol station on Chanterlands Avenue a few days later on December 7.
When challenged, the rider ran off and his image was caught on CCTV. The bike was recovered.
Anyone with information is asked to call 101.