If all she remembers is Soramaru's initial rescuing of her, then... much like with the Shinsengumi captains [some of whom should be dead] I suspect they didn't care to pull us from the same point in time.

[Because they suck.

...Shirasu clearly remembers betraying Tenka, though. When is he from?]