No, it's in the second book actually, (spoiler alert) which covers the time in which Paul's rule has been firmly developed following his enormously bloody jihad across the Empire, and the time after his death, after which his son Leto succeeds hims and lets himself be symbiotically covered in baby sandworms to turn into the eventual god emperor of the Imperium, ruling for 3000 years. (If I remember correctly)