PUBLIC METHODOLOGY

Evidence first. Response accountable.

Detection surfaces a signal. Reconstruction tests the timeline. Preservation keeps the record. Human review determines whether and how a responsible response should proceed.

01

Define the exact claim

We separate verifiable factual statements from opinion, prediction, satire and general criticism.

02

Locate primary evidence

Official records, original documents, direct statements and contemporaneous material receive priority.

03

Reconstruct the timeline

Publication dates, edits, syndication paths and archived versions establish how the narrative changed.

04

Seek relevant response

Where appropriate, the subject or publisher is contacted before a high-impact verdict is finalized.

05

Review competing evidence

Contradictory sources, uncertainty and missing context are disclosed rather than hidden.

06

Publish with accountability

A named reviewer, evidence summary, methodology and correction history accompany public findings.

VERDICT LANGUAGE

We avoid forcing every claim into “true” or “false.”

Verified

Reliable evidence supports the central factual claim.

Mostly accurate

The central claim is supported but some details need qualification.

Misleading

Some facts may be correct, but framing or omitted context changes the meaning.

Unsupported

Available evidence does not establish the claim.

Likely false

Strong reviewed evidence contradicts the central factual claim.

Insufficient evidence

No responsible conclusion can currently be reached.

CORRECTIONS

New evidence can change a verdict.

Every material update should be timestamped. Original conclusions, changed evidence and the reason for revision remain visible in the case history.