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Guide
Provenance
The chain linking a claim to its source, date and transformations.
Dossier
Evidence doctrine & digital provenance
Evidence doctrine, source qualification, confidence levels and explicit correction by Alexis Roux ZG.
Guide
Link the content check to a provenance record
DETAILED WORKSHOP / APPLICATION
Guide
Digital provenance
The chain used to recover a content item’s origin, transformations and rights.
Guide
Provenance manifest
Assertions linked to a file and its history; technical validation does not prove a caption is true.
Guide
Provenance / Authority
Provenance traces where a claim came from and how it changed. Authority expresses how much confidence a source deserves for a particular question. An identifiable origin helps assessment but does not itself make a source reliable.
Tool
Provenance and truth · View a worked decision
Fictional observation : The record separates validated file provenance from an uncorroborated location caption. The separation is correct; location remains open. Provenance evidence does not close scene verification.
Guide
C2PA: validate provenance without certifying the scene
C2PA 2.4 defines signed manifests associated with digital content. It separates structural and binding validation from judging assertions. A validation indicator does not replace editorial image examination.
Guide
PROV provenance: connect version, process and responsibility
W3C PROV-O describes how documents or data were produced. Arrows follow property direction, not a left-to-right timeline. E0, A and E1 are teaching labels, not real resources.
Protocol
Audit a site’s editorial images
A method to review purpose, provenance, rights, alt text, context, formats and discoverability of editorial images.
Services
Document corpus structuring
What to prepare : Authorised documents, owners, dates, versions and corpus access rules. Delivery to agree : Document organisation, claim provenance and update rules.
Protocol
Verify the context of a public image · Review before deciding
Is provenance evidence distinguished from the truth of a caption? Its absence alone is also insufficient to declare an image false.
Guide
Three sites can trace back to one declaration
Fictional example · no measurement of this site or a client · Nine publications appear across three sites. Provenance review finds one declaration repeated in all nine; no independent collection has been documented.
Guide
A 1930 ownership mark does not date the book’s printing
This reproduction shows an opening of the Library of Congress Gutenberg Bible, with provenance marks on the inside cover. It comes from WDL7782 as relayed by Wikimedia Commons. Describe the work and this copy’s history separately.
Guide
Combining fragments: coverage, gaps and representation identity
Adding received lengths can conceal an incomplete transfer: overlap counts the same positions repeatedly. Compute the union of the intervals and compare it with the intended representation. This geometric check remains separate from byte identity and provenance.
Dossier
Dossier command centre
Alexis Roux ZG dossier centre: AI, OSINT, SEO, SXO, GEO, LLMO, editorial architecture, reputation, sovereignty, monitoring and mission direction.
Dossier
Field guides
Practical guides to SEO, GEO, AI citations, structured data, agent evaluation and editorial maintenance.
Dossier
Digital intelligence glossary
Operational definitions for clear discussion of AI, OSINT, search, visibility, evidence and sovereignty.
Dossier
AI and search ecosystem
Directory of major AI assistants, search engines and SEO, SXO, AEO, GEO and LLMO disciplines.
Dossier
Digital intelligence & OSINT
OSINT, monitoring, ecosystem mapping and digital due diligence by Alexis Roux ZG.
Dossier
Algorithmic influence
SEO, SXO, AEO, GEO, LLMO and digital authority by Alexis Roux ZG.
Dossier
Digital sovereignty & resilience
Sovereign architecture, dependencies, resilience and information governance by Alexis Roux ZG.
Dossier
Strategic notes
Alexis Roux ZG notes on AI, search, OSINT, reputation and digital sovereignty.
Dossier
Digital reputation & public footprint
Digital reputation diagnosis, semantic footprint and response scenarios by Alexis Roux ZG.

Choose a starting point

Choose a method

Start from a task: verify, compare, document or decide.

Check a source

Examine the origin, date, scope and limits of information.

Understand a term

Find definitions before applying a protocol.

How can I refine the search?

Start with the topic: Enter one or two specific terms: citation, CSV or provenance. Every word must be present, so a long sentence can exclude useful pages.
Broaden before filtering: Search all families first. Then select a guide, protocol or source according to the kind of answer you need.
Try different wording: Try a synonym or a term in the selected language. Quotes, OR and asterisks are not search operators.

DEEPER READING / PRACTICE

Turn internal search into a useful user journey

A query produces several close results. Reading should help to distinguish the need definition folder, detailed method and implementation tool.

Updated on 2026-10-21.

Priority checks

Formulate a specific need and then try neighboring terms. Read the descriptions and select the type of resource according to the searched step: understand, run or control.

Interpretation pitfalls

The first result is not always the best document to the context. An absence can come from the vocabulary used rather than a lack of content.

Working record to retain

A short route connects a need definition page, a guide and a checklist. Maintaining unresolved questions helps to rebuild research.

PRACTICAL CASE / WORKED EXAMPLE

A natural requirement does not match the exact title

The following case illustrates an approach to defining the need. Situations are pedagogical: they serve to examine the choices and conditions of success, without describing a fulfilled mission or announcing a guaranteed result.

Example context

A reader is looking for how to check a number, while the resources use the word indicator. The results must allow to continue despite a different formulation of the title.

Suggested approach

Try the neighboring terms and read the descriptions. Differentiate methods of calculation, comparison and verification of sources. Choose the resource that corresponds to the actually sought-by-step.

Conclusion and next step

Research becomes a path of solution. The questions still open serve to clarify the next query instead of multiplying the words without clear intention.

Questions for deeper practice

How do you improve a search without losing the initial need?

Keep the starting question and then specify the object, operation and resource type. Useful results give a complementary vocabulary, but their title should not automatically replace the reader's target.

DETAILED WORKSHOP / APPLICATION

Refine a query for the task to carry out

01 / Prepare the necessary information
Describe the initial question and the desired result. Identify the object, operation and type of resource that could help: file, method or tool.
02 / Carry out the approach
Try a formulation and read the descriptions. Release the useful terms and test the variants without giving up the intention. Compare the resources found according to their contribution to the route.
03 / Examine an alternative situation
If the results are close but too general, specify the operation or scope. A well-classed page is not necessarily the one that meets the searched step.
04 / Decide on the next step
Research is useful when it leads to a resource whose response can be identified. Open questions are used to prepare for the next consultation.
05 / Hand over the verification records
Keep a short track with request, resource and supplement. The reader can restart his work without repaired the tests that have led to useful content.

ANNOTATED WORKING DOCUMENT / REVIEW GRID

A track record from a request

The note retains question, tried formulations, useful results and next resource. It distinguishes the exploration vocabulary from the initial goal of the reader.

On a small screen, scroll the grid horizontally to read all three columns.

Example situations to assess
Observation	Supported interpretation	Next step
A resource responds to the desired operation.	The result can serve as a useful step in the course.	Keep the passage and choose the necessary supplement.
The results remain general despite the good topic.	The request must specify action, object or scope.	Try an appropriate formulation without losing the initial question.
The first result has the word but not the answer.	The presence of the term does not prove its relevance.	Read the descriptions and compare the contribution of resources.

Reviewing the working document

The final verification verifies that each step reduces an open question. A link list is not yet a useful path if the reader cannot explain what each page brings.

REPORTING / EXAMPLE WORDING

Presentation of results: Turn internal search into a useful user journey

Point to clarify

A search result must be judged according to its contribution to the searched operation.

Before handing over

Check that the track keeps the initial question despite the vocabulary variants.

Example of a qualified conclusion

The resource selected meets the described stage of the need. The questions still open guidelines the next consultation and remain distinct from the answer found.