Citation Integrity™ 101 · Module 6 of 9
Is this original, or is it an echo?
Second-hand reporting has its place, but Citation Integrity™ gives more weight to information that comes from someone who actually did the thing, tested the thing, or observed it directly.
Module 6
What First-Hand Experience checks
This Dimension checks whether the source demonstrates genuine direct knowledge, testing, or original evidence — original research, first-hand observation, measured data and disclosed methodology carry more weight than unsourced repetition.
Worked examples
The same claim, two different outcomes.
Concrete cases are the fastest way to see how this Dimension behaves in practice.
Fails
An unauthored “10 tips” listicle that restates commonly repeated advice, with nothing indicating anyone involved has done the thing being described.
Passes
A hiking guide written by someone who hiked the trail themselves, with their own photos and GPS data included — direct, original, first-hand evidence behind the claims.
Quick check
Two questions before you move on.
Ungraded and untracked — just a comprehension nudge.
1Does republishing someone else’s finding count as First-Hand Experience?
2What kind of evidence does this Dimension reward most?
Finish this module
Mark it complete and keep going.
Your progress
Citation Integrity™ 101
- What Citation Integrity™ Means (and Why It Matters)The framework, the four decisions, and the judgment AI systems already make.
- Source AuthorityIs the source itself credible and appropriate for the subject?
- Entity AuthorityIs the person or organization behind the claim qualified and dependable?
- Organizational ProbityVerified information about conduct and standing that affects reliance.
- Evidence & CitationsCan claims be substantiated, and do cited sources actually support them?
- First-Hand ExperienceYou are hereDirect knowledge, testing and original evidence.
- Content QualityAccurate, complete, specific, current, consistent and appropriately qualified.
- Technical AccessibilityCan AI systems reliably discover, parse and attribute the information?
- Integrity AnalysisEverything together: should the information be relied upon and cited?