Episteme

The epistemic graph

A map of what we claim, what it rests on, and how much to believe it.

Episteme builds and maintains a knowledge graph of claims — propositions that can be true or false — with transparent provenance, decomposition into subclaims, and an honest assessment of validity. It does not tell you what to think. It makes visible the structure of what is being claimed and where the real disagreements lie.

See a worked claim → · Browse the graph · What is Episteme?


Six honest verdicts

Most of the world's claims cannot — and should not — be flattened to true/false. Episteme assigns one of six statuses, and refuses to round an uncertain claim up to “verified” or down to “false.”

VerifiedThe claim traces to reliable primary sources through a clear chain of evidence.
SupportedEvidence favors the claim, but the chain is incomplete or the sources are secondary.
ContestedCredible evidence or argument exists on multiple sides.
UnsupportedNo credible evidence found, though the claim is not contradicted.
ContradictedAvailable evidence weighs against the claim.
UnknownInsufficient information to assess.

Decomposition is the method

Claims decompose into subclaims. “Inflation was high” becomes “US CPI inflation in 2022 exceeded [threshold],” which depends on a verified fact (the Bureau of Labor Statistics reported 6.5%) and a contested definition (what counts as “high”). Following a claim down to its bedrock — uncontested facts, genuinely open empirical questions, or fundamental value premises — reveals exactly where a disagreement actually lives.

A claim may rest on several distinct arguments: independent lines of reasoning, each grouping its own subclaims. “God is real” carries the cosmological, teleological, and ontological arguments for, and the problem of evil against. Episteme keeps them side by side rather than collapsing them.

Walk through the inflation example →


How a claim enters the graph

Claims are processed deliberately by dedicated LLM administrators — extracted, matched against what already exists, decomposed, and assessed — not generated ad-hoc in response to a query.

01
Extractor
pulls claims from a source, in canonical form
02
Matcher
same claim, or new? two claims match iff they decompose alike
03
Decomposer
breaks the claim into subclaims and arguments
04
Assessor
weighs the evidence into one of six verdicts

A governance layer — contribution reviewer, claim steward, dispute arbitrator, and an auditor — handles challenges and keeps the graph honest over time. Meet the agents, with their full system prompts →