William Palin

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I think Oklahoma, civ and crim are both kinda broken. they all use the same method to clean the text but I think they need individual methods

I did the easy ones and added about 50k new citations to the system. I only ran things that would be associated with the cap gap which I think is...

This very much looks like it will be gemini3 as of now. The results have been significantly better with regard to accuracy, footnotes and hallucinations. As of now, I've reviewed...

The clear winner for this is gemini3 even after the update by openai, the results are just better.

This is actually pretty much accomplished with teh code I shared. but I think it can be improved with an ml model

@Luis-manzur can you address the comments and fix the conflicts before assigning this to me.

The other question at the start was whether we could do this all in one call or if we need to do it in two. It seems from initial testing...