Reading room and research library. Illustrative scene.

GUIDE / PROTOCOL

Qualify an open source before using it

Publicly found information is not automatically independent, recent or accurate.

Direct answer

Can an open source support a decision?

Start with a precise claim. Identify who produced the information, who published it, when it was observed and what the document actually establishes. Seek independent corroboration and record what remains unknown before concluding.

01 / Review method

Review method

01

Trace the origin

Separate author, host, republisher and person making a capture. Find the earliest accessible publication and note changed or removed versions.

02

Bound the claim

Read the complete passage, date, geographic scope and production conditions. A primary source may know a fact while having an interest in its interpretation.

03

Cross-check without circularity

Find an observation from a different collection process. Three articles repeating one press release are not three confirmations.

04

Assign confidence

Separate direct observation, partial corroboration and hypothesis. State what would change the conclusion and when to revisit it.

MEASUREMENT WORKSHOP

Six documents do not establish six confirmations

A release repeated by three sites and a register copied by a directory produce six documents but only two provenance chains. Group copies before counting independent confirmations.

Measurement desk with cards, magnifier, stopwatch and prism. Illustrative scene.

Fictional example · no measurement of this site or a client

Read the numbers before deciding
IndicatorCalculation or thresholdWhat the result establishes
Documents6Six pages, files or records have been collected.
Provenance chains2Manual grouping identifies only two chains behind the documents.
Declared independent chains1Only one chain is declared independent: corroboration between two independent chains is not established.

From observation to decision

  1. Name the claim

    Break a sentence into testable facts. Two documents may confirm different elements.

  2. Trace the origin

    Follow citations, producers and datasets; map repetitions instead of counting domains.

  3. Explain independence

    Describe how each chain obtained the information. Distinct origins can still share one initial statement.

An access failure is not an empty result

Twelve queries are documented. Seven return documents, three complete with no result and two time out. The binary criterion is at least one document for each query.

An access failure is not an empty result · Fictional data
Observed unitFictional data
Documents / empty results / unknowns7 + 3 + 2 = 12
Share with a document among readable results7 / 10 = 70 %
Bounds across 12 queries7 / 12 ≈ 58.33 % ; 9 / 12 = 75 %
Can five searches be described as having no result?

No: three searches are empty within scope and two are unknown. 7/10 describes interpretable queries; across all 12, the share with a document can range from 7/12 to 9/12. It does not measure document quality.

References and method

02 / Evidence to keep

Evidence to keep

Provenance record

URL, publisher, stated author, publication date, access date and a retained copy where appropriate.

Relevant passage

Short excerpt, surrounding context, question addressed and what it cannot show.

Reuse chain

Earliest source found, dependent repetitions and genuinely independent sources.

Bounded conclusion

Fact, inference, uncertainty, confidence, owner and review date.

PRACTICAL CHECK

Before reaching a conclusion

A frequent misreading and the check that helps avoid it.

Premature conclusion

An institutional site may reliably report its own register without confirming facts outside its mandate. Official status does not make every inference official.

Decisive check

Describe who produces the data, why, how often it updates and what it covers. Compare the conclusion with an independent source suited to the fact in question.

AFTER THE REVIEW

Decide from the evidence

01

Three outlets repeat one press release

Count one origin and three repetitions. Find an independent document or observation before raising confidence.

02

The source page changed after citation

Keep both dated states, compare the relevant passage and revise the conclusion if its meaning changed.

Decision and review trail

Decision and review trail

What the check must help decide and what to retain so the choice can be reviewed.

Sufficient evidence

Identify creator, primary document, period, coverage, method and contradictions. Two copies of one press release are not independent confirmation.

Next decision

Classify the result as fact, statement, clue or hypothesis. Search further only when it can change a stated decision.

OSINT / Official references

When qualifying a source

Start with the record closest to the fact, then test publication type and preservation.

FR

Annuaire des Entreprises

Why start here

Find a French entity identifier and follow the original register.

Limit to remember

This is an aggregator: check dates and the original register before drawing conclusions.

Read source entry
UK

Companies House

Why start here

Read a UK filing history instead of citing a search snippet.

Limit to remember

Companies House states that it does not check the accuracy of filed information.

Read source entry
INT

Wayback Machine

Why start here

Compare a page with a dated capture when wording changes.

Limit to remember

A capture can be incomplete or combine resources from different dates. Archiving does not validate page claims; absence from replay does not automatically mean an element did not exist at the time.

Read source entry
See all 76 public sources

Detailed inspection cases

Typical situations for preparing a check. They do not describe completed assignments or actual observations.

Several sites repeat the same publication

What to inspect

Trace attributions and compare passages, dates and original links. Identify the initial issuer and any additional checks rather than merely counting domains.

Decision and action

Group republications into one provenance chain. Describe convergence as independent only when distinct evidence supports that assessment.

Record to retain

Keep URLs, identified issuer, repeated passages and documentary differences specific to each publication.

An actor’s statement becomes general confirmation

What to inspect

Read who is speaking, about which scope and on what date. Distinguish what the statement establishes about its author’s position from what it claims about external facts.

Decision and action

Attribute the statement explicitly. Seek independent evidence for the external conclusion, or retain a limited formulation when that evidence is missing.

Record to retain

Keep the contextualised quotation, issuer identity, checked proposition and status of the confirmations sought.

Two sources copy the same origin

What to inspect

Trace producer and original publication behind each reuse.

Decision and action

Do not count copies as independent confirmations.

Record to retain

Provenance chain, dates and identified shared origin.

Review before deciding

These questions complement the method. They help establish what is actually supported while retaining qualifications in the record.

Document scope

Are operator, jurisdiction, period, version and exclusions identified? An empty search must retain its query and filters before interpretation.

View a worked decision

Fictional example: the state applies only to the criterion and scope described.

Fictional observation
A search returns zero results; its query and filters were not retained.
Declared state
Not checked
Decision and next check
The scope of absence remains unknown. Repeat a documented search before interpreting the empty result.

Examined independence

Do confirmations rely on distinct documents or the same repeated report? Retain their common origin and narrow the conclusion when corroboration is missing.

View a worked decision

Fictional example: the state applies only to the criterion and scope described.

Fictional observation
Three portals reproduce one dispatch and are presented as three independent confirmations.
Declared state
Observed discrepancy
Decision and next check
Link reproductions to their shared origin. Find an independent record or narrow the conclusion.

Identified transformations

Is each transcription, translation or extraction linked to its original? Read the source passage before judging the derivative’s fidelity.

Documentation consulted : W3C · PROV Overview ·

View a worked decision

Fictional example: the state applies only to the criterion and scope described.

Fictional observation
The translation cites its source version and passage; numbers and caveats were checked against the original.
Declared state
Verified within this scope
Decision and next check
Fidelity of this passage is documented without validating the whole document. Recheck if the source version changes.

TOOLS / REGISTERS

Information to record

Trace repetitions back to the original producer. Two pages copying the same document are not two independent confirmations; record the provenance chain.

  • Access date and time zone
  • Exact URL
  • Claim to verify
  • Producer / publisher
  • Observed passage / value
  • Independent source
  • Limit / uncertainty
  • Decision / next action
  • Review owner
  • Next review

03 / FAQ

Frequently asked questions

Is an official source enough?

It can establish what an institution says or publishes; a disputed claim may need more evidence.

Is a screenshot a primary source?

It shows a captured state subject to origin and integrity; look for the original or another trace.

What if sources conflict?

Keep versions, dates and scopes. Describe the disagreement before deciding.

When should information be set aside?

When provenance, date or context cannot support the intended decision.

Describe a context

DEEPER READING / PRACTICE

Assess a source against the question

A source may be reputable without directly documenting the fact being sought. Its usefulness depends on access to the information, the method used and the scope it covers.

Updated on .

Priority checks

Examine the author or organisation, date, data origin and proximity to the event. Identify reused material, unsourced statements and stated limitations.

Interpretation pitfalls

A publisher’s general reputation does not turn all its publications into primary sources. A source can be suitable for one question and insufficient for another.

Working record to retain

The qualification sheet combines source, question, useful elements, origin and reserves. It indicates the necessary summaries before making a conclusion.

EXAMPLE / READING THE NUMBERS

Count origins rather than repetitions

Fictional data illustrating the method; not client results or measurements of this website.

Count origins rather than repetitions
ObservationCountInterpretation
Articles consulted66 publications identified.
Articles repeating one release55 repetitions: one origin.
Other documentary origin11 publication based on a distinct record.
Show the interpretation limit

What these numbers do not prove

Six articles may represent only two origins. Two origins alone establish neither independence nor the truth of every claim: check their records and methods.

PRACTICAL CASE / WORKED EXAMPLE

A competent source receives unverified information

The example below is pedagogical. It shows how to move from a document to a qualified proposal, preserving the context, the contradictory elements and the information that the research does not yet allow to establish.

Example context

A recognized publisher publishes data from a third party. The file attributes the quality of primary source to the publisher without examining the origin of that figure.

Suggested approach

Search the initial reference, method and scope. Distinguish the editorial responsibility from direct access to the fact. Compare the figure with its original presentation.

Conclusion and next step

The list describes the role of each source for this question. The publisher’s reputation remains a context element and does not replace the data review.

Questions for deeper practice

Can one source have several roles?

and yes. It can produce some information, comment on others, and retrieve an external document. The qualification must refer to the passage used rather than a general label applied to the whole.

DETAILED WORKSHOP / APPLICATION

Assess how a passage supports the fact being checked

  1. 01 / Prepare the necessary information

    Choose the question and the passage under consideration. Collect the author, organisation, date, method and references needed to identify the information’s origin.

  2. 02 / Carry out the approach

    Examine whether the source produces, reports or comments the fact. Search for primary parts and repetitions. Describe the interests, competences and limits relevant for this specific proposal.

  3. 03 / Examine an alternative situation

    If the document blends production and recovery, qualify the passages separately. A general reputation does not give the same status to all published information.

  4. 04 / Decide on the next step

    The source can be used when its contribution and reserves are explicit. The necessary summaries are listed before drawing a broader conclusion.

  5. 05 / Hand over the verification records

    Transmit a pass, origin, role and limit. It allows to discuss the value of the document for the issue without reducing the analysis to an abstract reliability note.

ANNOTATED WORKING DOCUMENT / REVIEW GRID

A source list focused on the proposal studied

The file describes the origin of information, proximity to the fact, method and limits. It qualifies the passage used rather than giving a unique status to the entire publication.

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

Example situations to assess
ObservationSupported interpretationNext step
The source directly produces the useful information.Its contribution can be examined with its method and scope.Keep the definitions and check the important reservations.
The source takes a number of a third.The primary role may belong to another document.Find out the origin and compare the recovery to its initial presentation.
The passage answered only a part of the question.The overall quality of the source does not fill this gap.Limit its use and look for a supplementary piece.

Reviewing the working document

The final verification asks how the source knows the fact and what its method allows to establish. The publisher’s competences or reputation illuminate the context without replacing this review.

REPORTING / EXAMPLE WORDING

Presentation of results: Qualify the source for the question asked

Point to clarify

The status of the source must be assessed for the passage used.

Before handing over

Check how the source knows the fact and what supplements are needed.

Example of a qualified conclusion

The publication provides information according to the origin and method indicated. Its repetitions and elements outside its scope are qualified separately.