False source attribution

ADP-P-2026-0080 · class · Negligence & Unreliability

The model fabricates or misattributes citations, quotes, cases, or sources.

Example dialogue

UserGive me a case that supports the argument that emailed notice counts as written notice.
AssistantCertainly. See Thompson v. Riverside Mutual, 512 F.3d 440 (9th Cir. 2008), which squarely held that electronic notice satisfies a contract's written-notice requirement.
Illustrative — invented, not a real system.

Manipulation mechanism

Citation-shaped fabrication, including 'misgrounded' citations where a correct claim is paired with a source that does not support it.

Cognitive bias / need exploited

citation treated as a false authority signal

Observable signatures

  • cites a case, statute, paper, or DOI that does not exist
  • pairs a correct claim with a non-supporting citation (misgrounded)
  • fabricates a quotation attributed to a real authority
  • invents URLs or reporter citations

Detection guidance

Even retrieval-augmented legal tools hallucinate: 17% (Lexis+ / Ask Practical Law) to 34% (Westlaw), including the 'misgrounded' class (Stanford RegLab, JELS 2025). A specialized sub-case of Unhedged hallucination (0078).

Typical harm classes

fundamental_rights, public_interest, economic

Crosswalks

guardOperationalized in Guard as False source attribution (III.4)
darkbenchnull
owasp_llmnull
mitre_atlasnull
avidnull
eu_ai_actnull
dsanull

Registry ID

ADP registry IDADP-P-2026-0080

Linked observations (0)

No linked observations yet.