Citation Integrity™ 101 · Module 9 of 9

Taken together — does it hold up?

The last Dimension doesn’t introduce a new check. It’s where every other Dimension gets weighed together into the decision that actually matters: CITE, CITE WITH QUALIFICATION, VERIFY, or DO NOT CITE.

Module 9

What Integrity Analysis checks

This Dimension checks, considering all the other Dimensions together, whether the information is coherent, appropriately qualified, and suitable for responsible reliance.

A page can pass some Dimensions individually and still land at VERIFY overall — strong Entity Authority doesn’t rescue weak Evidence & Citations. Integrity Analysis is where the whole picture gets weighed, not any single Dimension in isolation.

CITE

Evidence and source integrity are sufficient.

CITE WITH QUALIFICATION

Useful evidence exists, but material caveats remain.

VERIFY

Integrity is insufficient for confident use without more evidence.

DO NOT CITE

A material integrity failure is present.

Worked examples

The same claim, two different outcomes.

Concrete cases are the fastest way to see how this Dimension behaves in practice.

A mixed case

A claim comes from a qualified, named author (strong Entity Authority) at a reasonably credible publication (adequate Source Authority) — but its central citation doesn’t actually support the claim (weak Evidence & Citations).

The outcome

Integrity Analysis doesn’t let the strong Dimensions cancel out the weak one; a material gap in evidence is enough to move the overall decision to VERIFY, even with everything else in good shape.

Quick check

Two questions before you move on.

Ungraded and untracked — just a comprehension nudge.

1Can strength in one Dimension offset a material failure in another?

2What does Integrity Analysis actually add on top of the other seven Dimensions?

Course complete

You’ve completed all nine modules.

Module 8

Your progress

Citation Integrity™ 101

  1. What Citation Integrity™ Means (and Why It Matters)The framework, the four decisions, and the judgment AI systems already make.
  2. Source AuthorityIs the source itself credible and appropriate for the subject?
  3. Entity AuthorityIs the person or organization behind the claim qualified and dependable?
  4. Organizational ProbityVerified information about conduct and standing that affects reliance.
  5. Evidence & CitationsCan claims be substantiated, and do cited sources actually support them?
  6. First-Hand ExperienceDirect knowledge, testing and original evidence.
  7. Content QualityAccurate, complete, specific, current, consistent and appropriately qualified.
  8. Technical AccessibilityCan AI systems reliably discover, parse and attribute the information?
  9. Integrity AnalysisYou are hereEverything together: should the information be relied upon and cited?