Paper Citation Record · LEDGER

Safer or Luckier? LLMs as Safety Evaluators Are Not Robust to Artifacts

As of 23 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2503.09347.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2503.09347 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 4 of 4 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T16:40:06.411421Z

measured 1 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

0
pith, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation eef03429-ecb1-4b3d-898d-dff2a8286ac9 · inbound

Neither Valid nor Reliable? Investigating the Use of LLMs as Judges cites this paper.

Neither Valid nor Reliable? Investigating the Use of LLMs as Judges Safer or Luckier? LLMs as Safety Evaluators Are Not Robust to Artifacts

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-05T16:40:06.411421Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6d3b6083-d94e-4e3c-93a9-1a69b02a4993 · inbound

Response-Based Knowledge Distillation for Multilingual Jailbreak Prevention Unwittingly Compromises Safety cites this paper.

Response-Based Knowledge Distillation for Multilingual Jailbreak Prevention Unwittingly Compromises Safety Safer or Luckier? LLMs as Safety Evaluators Are Not Robust to Artifacts

Reference 6

Resolution: metadata mismatch; arxiv_id, observed 2026-05-17T01:28:48.846929Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 0ef04149-946d-4cce-9f59-c9044720df8e · inbound

Why Do Safety Guardrails Degrade Across Languages? cites this paper.

Why Do Safety Guardrails Degrade Across Languages? Safer or Luckier? LLMs as Safety Evaluators Are Not Robust to Artifacts

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-05-20T14:18:21.063596Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 76ed441b-e597-4e4c-b7ff-e3ff1b875036 · inbound

Faithfulness to Refusal: A Causal Audit of Neuron Selectors cites this paper.

Faithfulness to Refusal: A Causal Audit of Neuron Selectors Safer or Luckier? LLMs as Safety Evaluators Are Not Robust to Artifacts

Reference 45

Resolution: metadata mismatch; local_arxiv, observed 2026-07-07T15:43:53.916252Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.