Nice work! You've taken multiple approaches similar to what I sometimes do at the national library, I've used all kind of embeddings -> classifiers / LDA.

Curious on your prompt: https://github.com/snat-s/m/blob/main/classify_metadata/prom...

Wouldn't this be basically prompting to classify by the type of URL?