Item — HN Reader

Did you try ChatGPT? It may also assist you in the matching.

As a visual helper, you could also chart the 1K tags as embeddings in a 2D graph [1]

My setup when manually working on this is a split-screen outliner (filter, drag&drop...).

Once the taxonomy is done, I assume you will not be able to reflect those levels back in pocket ? I just see a flat list of tags there.

[1] https://cookbook.openai.com/examples/visualizing_embeddings_...

1 comments

I’ve used ChatGPT to create related concept lists. I haven’t settled on prompting strategy for the Pocket corpus (yet). The OAI recipe looks interesting, TY!

And you’re right - I was using abbreviations, parent/child nomenclature, etc to hack Pocket’s tag structure. Yuck.

Make sure to use GPT-4 (not 3.5).

I would say 10k/1k+ is too much for pocket. I prefer bookmark managers that have a dual folder/tag system. I try to take advantage of this duality in my taxonomy choices: hierarchical folders are at the base, with tags as more "lateral" descriptors.