Geographic registry identity: city; this hierarchy does not identify a training address.
- country
- France
- state
- Grand Est
- district
- Haute-Marne
- city
- Chamarandes-Choignes
- registry reference point
- 48.08333, 5.15 (source point, not a service address or travel distance)
