Kristina Chodorow specifies a conversion from portable game notation (PGN) to JSON. For loading the chess games into MongoDB.
Useful for her Hacking Chess with the MongoDB Pipeline post.
Addressing data in situ would be more robust but conversion is far more common.
When I get around to outlining a topic map book, I will have to include a chapter on data conversion techniques.