Stage 04 · Verify

Verify. Every fact, pinned to its source and sealed.

Anyone can hand you a list. VerisGov hands you a list you can trust, because every fact is checked against its primary government source and sealed with a tamper-evident provenance record. Verified intelligence beats unattributed data the moment it is questioned.

How the engine works verify

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PROVENANCE RECORD veris://record/0x9f2c

fact: Rural Health Transformation Program, $50B over five years
source: https://www.cms.gov/rural-health-transformation
checked: 2026-05-30T14:42Z
status: unchanged since last check

Verified. Provenance-sealed.

A record enters the verify node and is sealed to its source.

Where this sits

What Verify means here

Checked against the primary source, then sealed.

Verified is not a label we assign by hand. Each fact is read directly from the government page that publishes it, then sealed with a tamper-evident provenance record: the source URL it came from, when it was checked, and whether it has changed since. The fact and its proof travel together, so the version you saw is always the version you can point back to.

What happens in Verify

Check each fact against the live government source it claims.
Seal it with a provenance record: source, time of check, and status.
Flag anything that has changed since it was last confirmed.
Keep the check reproducible, so anyone can confirm it at the origin.

What a provenance record contains

Four fields, and the proof rides with the fact.

Take a single Rural Health Transformation Program fact, pinned to its primary source on cms.gov. Its provenance record carries four things:

source

The primary government page the fact is read from, captured at its exact URL.
checked

The moment the fact was last verified against that source, as a timestamp.
status

Whether the source still matches: unchanged, changed, or moved.
seal

A tamper-evident stamp that ties the fact to the exact version that was checked.

Why verified intelligence holds up

Verified intelligence holds up. Unattributed data does not.

TRUST

You can see the receipts.

Every claim carries the link, the time, and the seal. Nobody has to take your word for it, and you do not have to take ours.
DEFENSIBILITY

It holds up when challenged.

When a number is questioned, you point to the primary source and the moment it was checked. A point-in-time record is what makes a claim stand.
CITABILITY

It is built to be cited.

Verified intelligence travels into briefs, dashboards, and decisions with its source attached. Sourced facts stay usable; unattributed lists age.

Why it matters

Verification is what separates intelligence from a rumor. Every other stage exists to make this one possible, and this one is what makes the answer worth trusting.

Proven in production

A working example, live today.

RHTP Navigator runs on this verification model for the Rural Health Transformation Program: a per-state, source-pinned picture where every figure traces back to its primary government source. It is the model on this page, working in production.

Visit RHTP Navigator