"City Specific" Random Latitude/Longitude matching REAL addresses

Is there a way to get 1000 REAL latitude/longitude on a single city that DO MATCH real addresses ?
Let’s say i pick Los Angeles and want to get realistic addresses by Latitude/Longitude.
Even better if I pick the Addresses field and those DO match the Latitude/Longitude