GUIDE 1601

Evidence doctrine & digital provenance

Turn a claim into usable information through identifiable sources, dates, context, confidence, limits and correction paths.

Operational brief
SOURCEorigin
DATEfreshness
CONFIDENCEqualification

Operational brief

Evidence is not editorial decoration.

In an environment saturated with synthetic content, repetition and originless claims, trust depends less on tone than on the ability to reconstruct the information path. An evidence doctrine separates observation, established fact, signal, interpretation, hypothesis and unknown. It prevents a fluent answer from being mistaken for a demonstrated one.

AR / GUIDE 1601INDEPENDENT ANALYSIS
Source and citation archive for measuring AI-assistant answers
CITATION ARCHIVE

Provenance turns an answer into information.

A citation is useful only when its source, date, context and limits can be recovered. The observatory compares answers over time and documents gaps rather than drawing conclusions from one screenshot.

02 / Intervention areas

Intervention areas

01

Claim register

Every material claim has an owner, source, observation date, status and review deadline.

02

Source hierarchy

Primary sources, official records, expert publications, journalism, aggregators and unverified content do not carry equal weight.

03

Confidence levels

Confirmed, probable, plausible, disputed or unknown: wording reflects the actual strength of available evidence.

04

Contradiction handling

Divergent sources are preserved, contextualised and compared rather than silently overwritten.

05

Transformation chain

Summary, translation, extraction, enrichment and generation are recorded to identify what changed the information.

06

Explicit correction

A corrected error remains traceable with its date, scope and potentially affected content or decisions.

03 / FIELD NOTES

When evidence becomes critical

The doctrine matters most when information moves quickly, influences a decision or may be reused outside its original context.

01DECISION

A brief drives arbitration

Recipients must distinguish observed data, analysis and recommendation before action.

02REPUTATION

A public claim spreads

Origin, chronology and repetition are mapped before any response that might amplify the signal.

03AI

An assistant synthesises multiple sources

Retrieved passages, citations and transformations are tested for omission, fusion or invention.

04PUBLICATION

Content carries expertise

Dates, definitions, authors, limits and verification paths make the text durably reusable.

04 / OUTPUTS

A usable evidence system

The system must serve writers, analysts, decision-makers and automation without becoming abandoned parallel documentation.

01

Confidence taxonomy

Shared definitions for status, evidence thresholds and authorised wording.

02

Source register

Origin, type, date, author, scope, access, reliability and reuse conditions.

03

Claim-evidence matrix

Links between strategic claims and the material supporting or limiting them.

04

Correction log

Error, detection, correction, date, owner, affected content and propagation check.

05

Sourced-brief template

Facts, signals, hypotheses, unknowns, scenarios, sources and recommendations separated.

06

AI retrieval tests

Control questions, expected passages, citations, common errors and acceptance thresholds.

05 / Method

Prove in proportion to the stakes

Not every sentence requires the same documentation. Effort increases with potential impact, uncertainty, sensitivity and the lifetime of the claim.

  1. 01Name the claim
  2. 02Find the primary source
  3. 03Date the observation
  4. 04Qualify confidence
  5. 05Seek contradictions
  6. 06Separate fact and analysis
  7. 07Schedule review
  8. 08Document correction

06 / FAQ

Frequently asked questions

Clear answers on scope, limits, methods and engagement conditions.

Is an official source always true?

No. It may be authoritative for specific facts while remaining incomplete, outdated or limited to its own scope.

How many sources are required?

There is no universal number. One strong primary source may suffice; a disputed claim needs more corroboration.

How should an evolving page be cited?

Keep the URL, access date, used passage and, where lawful and appropriate, a copy or fingerprint.

How does a signal differ from evidence?

A signal attracts attention. Evidence supports a claim within a defined context and explicit limits.

Can anonymous sources be used?

With caution, by stating what can be independently verified and lowering confidence.

How should contradiction be handled?

Present the versions, dates, interests and evidence levels before concluding or preserving uncertainty.

Can AI qualify sources alone?

It can assist classification, but rules, exceptions and human review remain necessary for sensitive topics.

Must every source be public?

No. Some sources may be confidential or protected; the public should still understand method and limits.

Why preserve corrections?

A silent correction prevents assessment of process reliability and of decisions influenced by the error.

08 / CONTACT

Open a private channel

State the context and objective. You will receive a clear initial reading.