diff --git a/scripts/geodata/osm/osm_address_training_data.py b/scripts/geodata/osm/osm_address_training_data.py
index 3f8a8d72..793e6cb1 100644
--- a/scripts/geodata/osm/osm_address_training_data.py
+++ b/scripts/geodata/osm/osm_address_training_data.py
@@ -110,7 +110,11 @@ class AddressComponent(object):
 
 OSM_ADDRESS_COMPONENTS = OrderedDict.fromkeys([
     AddressComponent(AddressFormatter.HOUSE),
-    AddressComponent(AddressFormatter.ROAD),
+    AddressComponent(AddressFormatter.ROAD, dependencies=(AddressFormatter.HOUSE,
+                                                          AddressFormatter.HOUSE_NUMBER,
+                                                          AddressFormatter.SUBURB,
+                                                          AddressFormatter.CITY,
+                                                          AddressFormatter.POSTCODE)),
     AddressComponent(AddressFormatter.HOUSE_NUMBER, dependencies=(AddressFormatter.ROAD,)),
     AddressComponent(AddressFormatter.SUBURB, dependencies=(AddressFormatter.CITY, AddressFormatter.STATE,
                                                             AddressFormatter.POSTCODE)),