Company knowledge
How to Verify AI Citations Against the Actual Evidence
A source link is not proof of a correct answer. Check that the source is accessible, supports the specific claim, and applies to the relevant time and audience.
In this article
Key takeaways
Provenance records where information came from and how it was transformed before use.
Separate eligibility, product, period, and fee claims.
An accessible link or shared vocabulary is not sufficient support.
A link under an answer is a starting point. Open it and check whether the source supports the claim, including its conditions. Citation review is about the relationship between a statement and its evidence.
For the underlying concept, see What is provenance in AI? in the AI glossary.
Separate link presence from claim support
Provenance concerns where information originated and how it was transformed. A citation identifies a reference location in an answer. Even a valid link is insufficient when the conclusion is absent from the source or an important condition reverses its meaning.
Map claims to evidence individually
A fictional answer containing a deadline, exempt group, and approver may require separate evidence for each. Do not treat one link as support for the entire response. Pair individual claims with passages, table entries, or clauses a reviewer can inspect.
Check versions and access boundaries
Retired or replaced sources can make later verification difficult. Record version and review time, and test whether citations expose material outside the recipient’s access. Accessibility alone does not establish currency or authority.
Classify citation failures for repair
Classify missing links, wrong locations, unsupported claims, obsolete evidence, and permission violations. Distinguish retrieval faults from claims expanded during generation. These are review recommendations, not a claim that any citation feature automatically performs every check.
A worked business example
Consider a support answer claims that every customer can cancel without a fee and cites a contract guide. The source limits that rule to a product and a time period.
Separate eligibility, product, period, and fee claims. Map each to an actual passage or table entry, then confirm that it applies to the customer’s contract version.
Failure conditions to check
An accessible link or shared vocabulary is not sufficient support. Record dropped conditions and obsolete citations as separate failure types.
A checklist for your workflow
Item | Review question |
|---|---|
Existence | Can the source and location be inspected? |
Support | Does the evidence support that specific claim? |
Applicability | Do time, audience, and access match? |
Frequently asked questions
Is an uncited answer necessarily wrong?
Not necessarily, but evidence-dependent business answers need verification.
Related AI concepts
Sources and editorial information
TENCONIC editorial team · Structure reviewed October 28, 2026. Official sources explain concepts and implementation examples; features vary by product. Scenarios and checks are editorial recommendations, not customer results or product promises.
For the approach to connecting company knowledge with AI, explore the TENCONIC Data Engine introduction.