That might be reasonable. It also makes the scam OP is guessing happened a pretty good criminal scam, since the police will refuse to investigate it...

I mean, what possible additional evidence could one plausibly have that the guessed scam is indeed what happened?

Which is the scary thing about all these SIM-theft things. It clear happened, there's really no way for the victim to know how/where/what/when/who.