Okay, since the content is out and I don't think anyone will currently figure it out...
Elster's cave is actually the old remains of what used to be a Magic Shop in Old Classic.
But that is long gone, and time has taken its toll on the structure and reduced it to old ruins. Elster has since found the cave and repurposed it as his home.