The villa became known as the Chatsworth Country Club. It was a three story tudor-style manor house. It is said that it was named after Chatsworth House, the home of the English Duke of Devonshire.
The surrounding area (now part of the "pine barrens" of New Jersey) was a popular retreat in those days. Many of America's "royalty" of the time, the Astors, Morgans, and Vanderbilts among them, were frequent visitors to the Chatsworth manor.
The house was destroyed by fire in the early 1900s.
There is nothing left at the site now. Except for a pattern of criss-crossing paths in the woods, there is no sign that anything was once there.