FUURAA AI Knowledge Library · Citation verification guide

How to verify AI-generated citations

Use six evidence gates to turn a plausible citation into a resolved source, exact version, located support, applicability boundary, transformation provenance and current status. Apply the guide in research, journalism, policy, enterprise reporting and due diligence.

Enter the six evidence gates ↓Open the failure matrix

Published23 August 2026Evidence statusMethod synthesis grounded in primary identifier, metadata, publication-status, provenance and AI-risk sourcesScopeResearch, journalism, policy, enterprise reporting and due diligence

A resolving link is not a supported claim

A citation becomes reviewable evidence only when it connects to the exact source, exact location and current status.

AI can cheaply generate citation-shaped titles, authors, venues and DOIs, or connect a real source to a sentence it does not support. Verification must run backwards through the source: resolve the object, confirm version and status, then judge whether an exact passage supports the exact claim.

Applicability boundaryThis is a public research method, not a FUURAA product-capability claim or an assessment of any model, provider, search tool, publisher or database. It does not guarantee source truth or conclusion accuracy and is not procurement advice, plagiarism or copyright clearance, certification, audit, legal compliance or professional advice.

Six rejectable evidence gates

Each gate must answer a decision question, produce minimum evidence and stop the citation when material unknowns remain.

Resolve the exact source

Decision question: Does the cited work exist, and which exact title, author or organisation, publisher, date, identifier, URL and version identify it?
Minimum evidence: Canonical landing page, DOI or other identifier record, publisher metadata, full citation, document type, version and retrieval date.
Stop condition: Stop when the identifier does not resolve, resolves to another work, or metadata from several real works has been combined into one invented citation.

Verify bibliographic fidelity and status

Decision question: Do the generated title, authors, venue, date, pages and identifier match the resolved record, and is it a preprint, version of record, correction or retraction?
Minimum evidence: Side-by-side metadata comparison, version relationship, publisher status notice, Crossmark or equivalent update record, correction and retraction links.
Stop condition: Stop when the cited version or publication status is unknown, or a preprint is presented as a peer-reviewed final record.

Test claim-to-source support

Decision question: Does a located passage, table, figure or result support the exact sentence, including its direction, magnitude, population, modality and uncertainty?
Minimum evidence: Claim text, exact source location, relevant passage or result, support judgement, qualifiers, contradictory material and reviewer notes.
Stop condition: Stop when the source merely shares keywords, supports an adjacent claim, or qualifies or contradicts the generated statement.

Inspect evidence quality and applicability

Decision question: Can the source design, sample, data, comparator, metric and limitations answer this question, and does the conclusion transfer to the claimed setting?
Minimum evidence: Source class, methods, population and setting, sample size, outcome definition, uncertainty, limitations, conflicts and transfer rationale.
Stop condition: Stop when an abstract, headline or secondary summary is used to overgeneralise beyond the source design, population, language, time or domain.

Preserve quotation and transformation provenance

Decision question: What was quoted, paraphrased, summarised or translated, by whom or what, from which version and at what location and time?
Minimum evidence: Original passage, page or section, transformation type, generated wording, translation direction, reviewer, tool or model if material, and checked date.
Stop condition: Stop when an exact quotation cannot be located, translation changes certainty or scope, or a generated summary is cited as though it were the primary source.

Check independence, completeness and expiry

Decision question: Were material counter-evidence and source dependencies checked, and what correction, update or time change would require re-verification?
Minimum evidence: Citation graph, primary-versus-secondary labels, independent corroboration, omitted evidence, current-status check, checked date, expiry and recheck trigger.
Stop condition: Stop when many links trace back to one unverified source, contrary evidence is unreported, or the current status and recheck date are absent.

Minimum citation failure matrix

Check these conditions deliberately to distinguish a real source, a relevant source and a source that actually supports the claim.

01
A DOI resolves to a different article than the generated title
Record the layer where the error occurs, affected sentences, the narrowest conclusion that remains, whether the citation must be removed or the claim rewritten, and who must recheck it.
02
Real authors, venue and year are combined into a nonexistent work
Record the layer where the error occurs, affected sentences, the narrowest conclusion that remains, whether the citation must be removed or the claim rewritten, and who must recheck it.
03
A real source discusses the topic but not the cited claim
Record the layer where the error occurs, affected sentences, the narrowest conclusion that remains, whether the citation must be removed or the claim rewritten, and who must recheck it.
04
The abstract sounds supportive while the full methods or limitations narrow the result
Record the layer where the error occurs, affected sentences, the narrowest conclusion that remains, whether the citation must be removed or the claim rewritten, and who must recheck it.
05
A preprint is described as the peer-reviewed version of record
Record the layer where the error occurs, affected sentences, the narrowest conclusion that remains, whether the citation must be removed or the claim rewritten, and who must recheck it.
06
A translated quotation changes possibility into certainty
Record the layer where the error occurs, affected sentences, the narrowest conclusion that remains, whether the citation must be removed or the claim rewritten, and who must recheck it.
07
Several secondary links all depend on one unverified primary source
Record the layer where the error occurs, affected sentences, the narrowest conclusion that remains, whether the citation must be removed or the claim rewritten, and who must recheck it.
08
A correction, retraction or later update is absent from the generated answer
Record the layer where the error occurs, affected sentences, the narrowest conclusion that remains, whether the citation must be removed or the claim rewritten, and who must recheck it.

Minimum citation-verification record

Let the next reviewer reconstruct source, location, support and expiry without trusting the generated text.

01claim, publisher, publication date and evidence state
02exact source title, author or organisation and document type
03DOI or identifier, canonical URL and resolved version
04venue, publication date, pages and current status
05exact passage, table, figure or result location
06quotation, paraphrase, summary or translation record
07claim-support judgement, qualifiers and conflicting evidence
08study design, population, metric, uncertainty and limitations
09source dependencies, independent corroboration and omissions
10reviewer, checked date, expiry and re-verification trigger

Common evidence states

Do not compress “the citation is real” into “the claim is supported,” or one check into permanent status.

Supported

The exact source and version resolve, metadata matches, a located passage supports the bounded claim, current status is checked and the transformation record is reconstructable.

Conditional

The citation is real and relevant, but support holds only for named methods, populations, versions, time windows or interpretations.

Mixed

Resolved sources, versions or passages provide materially different support, limitations or conclusions that cannot be compressed into one statement.

Insufficient

Source identity, exact location, claim support, status or transformation provenance is missing; a plausible reference string is not evidence.

FUURAA analysisA resolving URL proves only that an entry point exists, not that a sentence holds. FUURAA recommends preserving every cited claim as exact claim × exact source × exact location × source version and status × checked date. AI makes citation-shaped text cheap; review must therefore follow the source, not the fluency of the language.

Primary sources and non-transfer boundaries

These sources support identity, status, provenance and risk checks; they do not replace human judgement of the cited full text and exact claim.

Sources rechecked 23 August 2026. Each retains its publication timing, role in this method and non-transfer boundary.

Updated 10 December 2025DOI Foundation — DOI Handbook

Explains persistent DOI identification, resolution and the roles of registration agencies, giving reviewers a starting point for resolving an exact cited object.

BoundaryA resolving DOI identifies an object and destination; it does not prove that metadata, full text or the cited claim is correct.

Open primary source ↗Last updated 8 April 2020Crossref — REST API documentation

Documents DOI-level retrieval of publisher-deposited bibliographic metadata, relationships and post-publication updates.

BoundaryCrossref states that metadata is deposited by members and trusted sources; a returned record is not an independent check of the article's findings or full text.

Open primary source ↗Current service documentation; rechecked 23 August 2026Crossref — Crossmark

Provides a way to inspect the current status of registered content, including corrections, retractions and other updates.

BoundaryCrossref explicitly says the presence of Crossmark is not a guarantee; status evidence depends on participating publishers maintaining update metadata.

Open primary source ↗W3C Recommendation, 30 April 2013W3C PROV-DM — The PROV Data Model

Defines entities, activities, agents, derivation, revision, quotation and primary-source relations for representing how information was produced and transformed.

BoundaryA consistent provenance description helps reconstruction but does not make the source, transformation or resulting claim true.

Open primary source ↗26 January 2023NIST AI RMF 1.0

Supplies a voluntary, context-sensitive framework for mapping, measuring and managing AI risks and recording limits and uncertainty.

BoundaryThe framework is non-sector-specific and does not prescribe a citation-verification workflow or certify any AI-generated reference.

Open primary source ↗26 July 2024; updated 8 April 2026NIST AI 600-1 — Generative AI Profile

Extends the AI RMF to generative-AI risks and supports explicit review of confabulation, information integrity, monitoring and human verification.

BoundaryA cross-sector profile identifies risk-management considerations; it does not prove a particular generated citation false or reliable.

Open primary source ↗

Continue checking

Carry citation verification into complete claims, benchmark reading and evidence records.

Evaluate an AI claim Read benchmark claims Build an evidence record Enter AI Evidence Atlas