- Do some NER to find place names (SpaCy? Entity type: place) Here is some documentation from SpaCy
- Automatically look up that place name in DBPedia, using the DBPedia API and the Python
- Use that data to include latitude, longitude, description, etc. for each (real) place.
- Make a heuristic for categorizing place names.