diff --git a/scripts/geodata/osm/osm_address_training_data.py b/scripts/geodata/osm/osm_address_training_data.py
index 21f8700f..712c4eaf 100644
--- a/scripts/geodata/osm/osm_address_training_data.py
+++ b/scripts/geodata/osm/osm_address_training_data.py
@@ -605,7 +605,7 @@ def build_address_format_training_data(admin_rtree, language_rtree, neighborhood
                     if not names or language not in names:
                         continue
 
-                    city = names[language][0][0]
+                    city = names[non_local_language or language][0][0]
                     if not city or not city.strip():
                         continue
                     address_components[AddressFormatter.CITY] = city