I can validate this as being true (or at least being true in the past).
I did the CR after season start and before creating a seasonal character many seasons ago and the cache was there when I created my seasonal character. It happened because I was invited to a CR group before creating my seasonal character that particular season.
I would still create a seasonal character first to be safe.