Bicycle stage races often have a "prologue" (typically a short time trial) before the regular racing of long, full-day starts. That is probably the inspiration

Bicycle stage races often have a "prologue" (typically a short time trial) before the regular racing of long, full-day starts. That is probably the inspiration for the name, and "prolog" is just an unconventional marketing spelling of it.