I think, unlike the comics (which are about collecting as much as stories) we like to have some flexibility with the seasons. We don't want to say that NOTHING that went before is true but, whenever there's a clear contradiction, you should assume, going forward, that whatever season is current is the one that is "true."
Continuity is there when it serves the story and isn't when it doesn't. Clearer?