When I requests user\'s profile, the location has the following format
Array ( [id] => 111227078906045 [name] => Some City, New York )
Use this ID in a request to the Graph API, i.e. https://graph.facebook.com/Place_ID - that's all you can get from Facebook. The city and country are in the name field.
https://graph.facebook.com/Place_ID
name