A private caller is a person who has hidden or otherwise obfuscated their phone number. Oftentimes their number ends up showing up as “Private Caller”, “Restricted”, “Unknown Caller ID” or “No Caller ID“. Private Caller ID can only be unblocked when it is routed to a 1-800 number or an emergency hotline such as 911.