You're right. They're lying psychos and you can only disregard everything they say as ridiculous and made up.
I hope you'll get some relief from them soon. Until then, Only answer your phone if you recognize the caller or someone told you they'd call you right back. Hang up if it's the couple from hell.

And of course call a hotline if you are feeling unwell or unsafe.