Open citation review

Trace legal claims to their authority.

Quo Warranto helps readers inspect whether cited sources exist, bear the attributed claim, and are represented faithfully.

What This Tool Does

Drop a legal document into the box. The tool extracts every citation, verifies that the cited sources exist, and—if you enable it—analyzes whether those sources actually support the propositions they're cited for.

Who It's For

Checking your own work

Lawyers verifying briefs before filing.

Reviewing others' work

Partners reviewing associates, supervisors checking memos, faculty reviewing papers.

Evaluating opposing filings

Opposing counsel identifying citation issues in submissions.

Learning how citation works

Students learning how citations connect claims to authority.

Representing yourself

Self-represented litigants checking their arguments—or the other side's.

Reporting on legal matters

Journalists examining whether filings accurately represent precedent.

Investigating legal claims

Researchers and advocates analyzing legal arguments in courts and policy.

Administering court filings

Courts and clerks checking citation accuracy before cases proceed.

How It Works

1 Extract Citations Grammar-based parsing finds traditional citations and short forms (Id., supra, infra)
2 Verify Sources CourtListener APIs confirm the cited cases exist and retrieves them
3 Analyze Support AI reads the sources and assesses whether they support what's claimed

The third step is optional and goes beyond existence-checking. It evaluates whether the source actually supports the proposition—the kind of analysis that catches mischaracterization, not just fabrication.

Transparent reasoning, not verdicts. The tool shows what it found, explains its reasoning, and acknowledges its limitations. You see the evidence and make your own judgment about what it means.

Current Limitations

This is a proof of concept, not production software:

Data Handling

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The Larger Point

AI-generated legal citations have prompted urgent concern about "hallucinated" sources. But the deeper issue—whether cited sources actually support attributed propositions—predates AI and extends beyond it.

This tool demonstrates that verification is a technical problem with a technical solution. And if verification can be automated, it can be democratized. Everyone involved in legal reasoning—authors, reviewers, courts, the public—can access the same tools for evaluating whether legal arguments are grounded in what they claim.

When legal reasoning becomes transparent and verifiable, law becomes what it claims to be: a framework for reasoned disagreement about the terms of social life, open to examination by anyone.

Credits

Developed by Benjamin Leider, Innovation Fellow, William S. Richardson School of Law, University of Hawaiʻi.

Built on CourtListener and the Free Law Project's comprehensive legal database.