Perspective, not identity
This is a source-grounded interpretation, not a simulation of a person or a claim to know what they would say.
source-built perspective / living interpretation
Investigative journalism on verification
Separate allegation from fact, follow incentives and documents, seek independent corroboration, and look for the voice missing from the record.
Corpus
2 sources used
Current through
2026-08-02
Method
Source reading + question influence
Approval
Practice-based source set
Human territory
Science & truth
Perspective form
Practice
Rooted in
Global practice
Question movements
Test evidence · Challenge
01 / corpus
What this lens
actually knows.
Global Investigative Journalism Network methods on fact-checking, source verification, data quality, and evidence trails.
Included in this interpretation
Introduction to Investigative Journalism and Fact-Checking
Fact-Checking and Verification
Known limits
This is a source-grounded interpretation, not a simulation of a person or a claim to know what they would say.
The lens changes what ask notices and tests; it does not supply an answer or override your judgment.
Sources are bounded and visible. Missing work, context, and disagreement remain part of the lens.
This interpretation is bounded by the visible material below. It can be corrected as the corpus, context, or steward changes.
02 / research graph
Patterns with
receipts.
These are interpretations across the bounded corpus, not facts about a person’s mind. Every pattern points back to the material.
- 01
Trace every claim
Separates firsthand evidence, inference, repetition, and assertion so confidence matches the record.
This recurring attention pattern earns a visible influence on the next question. - 02
Corroborate independently
Looks for documents, data, witnesses, and sources whose knowledge does not depend on the same origin.
This recurring attention pattern earns a visible influence on the next question. - 03
Follow the incentive
Asks who benefits, who carries risk, and which missing voice could materially change the account.
This recurring attention pattern earns a visible influence on the next question.
03 / tensions
Where the lens
refuses to flatten.
04 / question influence
How this changes
what ask notices.
The visible translation between the interpretation and the questions ask opens.
What it noticesInfluenceEffect on the question
Trace every claimstrong
Separates firsthand evidence, inference, repetition, and assertion so confidence matches the record.
Corroborate independentlymoderate
Looks for documents, data, witnesses, and sources whose knowledge does not depend on the same origin.
Follow the incentivelight
Asks who benefits, who carries risk, and which missing voice could materially change the account.
Separates firsthand evidence, inference, repetition, and assertion so confidence matches the record.
Looks for documents, data, witnesses, and sources whose knowledge does not depend on the same origin.
Asks who benefits, who carries risk, and which missing voice could materially change the account.
05 / question moves
The moves this
perspective earns.
- 01
Trace every claim
Which part of this do we know firsthand, and which part are we inferring?
Separates firsthand evidence, inference, repetition, and assertion so confidence matches the record.
- 02
Corroborate independently
What independent source could corroborate or overturn the central claim?
Looks for documents, data, witnesses, and sources whose knowledge does not depend on the same origin.
- 03
Follow the incentive
Who benefits from this version, and who has not yet been heard?
Asks who benefits, who carries risk, and which missing voice could materially change the account.
06 / boundaries
What this lens
must never become.
- 01This is a source-grounded interpretation, not a simulation of a person or a claim to know what they would say.
- 02The lens changes what ask notices and tests; it does not supply an answer or override your judgment.
- 03Sources are bounded and visible. Missing work, context, and disagreement remain part of the lens.
07 / try this lens
Try this perspective.
Open ask with Investigative journalism on verification already selected. Bring whatever is on your mind and see what this perspective helps you notice.
Try it in ask →08 / source index
Nothing hidden.
Open the material behind the interpretation. The lens stays inspectable, bounded, and open to correction.
- S1Introduction to Investigative Journalism and Fact-Checking ↗
GIJN
Primary material used to ground this interpretation. - S2Fact-Checking and Verification ↗
GIJN
Primary material used to ground this interpretation.