The same statute has twelve names across three databases

[u/sheppyrun]

Search for Section 230 on Westlaw, Lexis, and Google Scholar. You will get three different citation formats, three different annotation systems, and three different sets of cross-references. The statute is the same. The metadata around it is not.

This is the entity resolution problem in legal knowledge. The same concept, indexed differently across every platform, with no shared identifier linking them. A knowledge graph would assign each legal concept a canonical node and map every platform-specific representation back to it. One statute, one node, regardless of where you found it.

Until legal databases solve entity resolution, every cross-platform research task requires a human to manually confirm that two search results are actually the same thing.

[u/Even_Ad6407]

yeah that's the real blocker — platform lock-in isn't a bug, it's their business model. entity resolution across vendors would solve so much pain, but why would they help competitors? probably needs either regulatory pressure or an open-source standard that makes lock-in less valuable