When you speak the the Spirit to trigger the encounter, you can choose to [fight] or [die]. If you say [fight], Gladiator Og will appear in 60 seconds (he appears red con to 50) and fight. He uses a 2h crush weapon.
If during the fight you run from him and zone out of the dungeon, he seems to disappear after zoning back in and cannot be resummoned.