Global by design
No country is the system boundary. Claims may require evidence from any jurisdiction.
PNyx · Global verification infrastructure
Evidence
before verdict.
Verify is PNyx's global, multilingual evidence-verification engine. It traces claims to sources, exposes disagreement and uncertainty, and preserves the record behind every conclusion.
Claim
“This product supports feature X in every market.”
Current statusEvidence is incomplete
- Primary source
- 1 found
- Coverage
- Partial
- Agreement
- Unresolved
- Human review
- Required
The system abstains until model, region, date, and independent evidence are resolved.
Not a truth oracle
A model's confidence is not evidence.
A useful answer begins by making the claim precise. Then it shows where the evidence came from, what each source actually supports, where sources conflict, and what is still unknown.
Avoid“87% true”
An opaque score that hides its sources and assumptions.
RequireTraceable evidence
A claim, exact excerpts, provenance, conflicts, limits, and review state.
The verification path
One claim. A visible chain of evidence.
The mechanism is the same across countries and languages. The authorities and sources change; the evidentiary contract does not.
- 01
Define the claim
Separate fact from opinion. Resolve entities, dates, quantities, jurisdiction, product version, and the exact proposition that can be tested.
- 02
Route to the right sources
Search primary authorities, official records, original research, manufacturer documentation, and credible independent evidence across languages.
- 03
Preserve the evidence
Store the relevant excerpt, locator, timestamp, version, URL, and content hash—not merely a link or a generated summary.
- 04
Test support and conflict
Compare definitions, time periods, source independence, and whether each item supports, contradicts, contextualises, or fails to address the claim.
- 05
Expose uncertainty
Report status, evidence quality, coverage, agreement, temporal fit, model uncertainty, and review state as separate signals.
- 06
Escalate judgment
High-impact claims require qualified human review. When the evidence is insufficient, the correct result is to abstain.
What must remain true
Verification that can travel.
Multilingual by default
A claim in one language may be verified by primary evidence published in another.
Evidence first
The model may help search and explain. It may not invent the evidentiary record.
Uncertainty stays visible
Conflicts, gaps, revisions, and failed searches remain part of the result.
Humans keep judgment
Sensitive conclusions remain subject to accountable human review.
Provenance becomes memory
Versioned verification records let people and machines revisit what changed and why.
Project status
The contract comes first.
Verify is at the foundation stage. This site states the public contract and research direction; it does not present a public verification service as already operational.
The first implementation target is a small, inspectable verification flow for claims that can be checked with strong primary evidence—such as product specifications and well-established scientific facts.
Follow the source repository