I'm not sure I'd agree that we're in the minority. In fact I believe the GOP missed a great opportunity to exploit the issue during this election cycle. Having your property taken from you by force is an easy issue to relate to and explain to voters.
Nowhere in the Constitution is there established where or how private property comes to be. Amend 4 and 5 imply it exists already in a roundabout way. The Eighth Commandment implies it. But, few are aware of these things anyway.