Interesting stuff! Funny, in Colorado there is something similar—ruins of what was going to be a "Summer White House" for U.S. presidents. It was started a few years earlier than Kellie's Castle (1911) but never finished. It didn't get anywhere near as far as Kellie's Castle though… only a cornerstone and a bit of a wall.
RE: The place they call 'Kellie's Castle'...