That comes later on. Pretty sure if you go back to those chapters it'll show the time where he lost his memories and him and Doosik are just living life (like rn) and then they fall into the lake and im pretty sure that's when he gets his memories back
Why would anybody believe that they died in the lake??? It was so obvious they didn't