Pith. sign in

Paper Citation Record · LEDGER

Know Thy Judge: On the Robustness Meta-Evaluation of LLM Safety Judges

As of 13 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 5 inbound Pith citation observations for arXiv:2503.04474.

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

pith.paper-citation-record.v1
2503.04474 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 5 of 5 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T10:17:27.209856Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T20:00:07.892220Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 2e03858f-a7eb-4126-87c3-8458e4b27f11 · inbound

The Scales of Justitia: A Comprehensive Survey on Safety Evaluation of LLMs cites this paper.

The Scales of Justitia: A Comprehensive Survey on Safety Evaluation of LLMs Know Thy Judge: On the Robustness Meta-Evaluation of LLM Safety Judges

Reference 200

Resolution
unresolved
no resolver link, observed 2026-08-07T10:17:27.209856Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:17:27.209856Z digest=sha256:486de300811787f3d26e69e70bd7aeb8c0133a347ce39b9f9d27ab689be8467c

Observation 25270104-d6d7-4014-bfa0-ac5f23b8b314 · 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 Know Thy Judge: On the Robustness Meta-Evaluation of LLM Safety Judges

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-05T16:40:06.500564Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T16:40:06.500564Z digest=sha256:265dd673d3820e6e02150efa075d01c0bf2f1f0499d483328a422b7cff9ba691

Observation cb1d2339-30a2-4fa4-b56e-68a404479bf7 · inbound

Reliable to Expressive: A Curriculum for Rubric-Following Safety Judges cites this paper.

Reliable to Expressive: A Curriculum for Rubric-Following Safety Judges Know Thy Judge: On the Robustness Meta-Evaluation of LLM Safety Judges

Reference 2

Resolution
verified exact
arxiv_id, observed 2026-07-03T00:47:30.709515Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-06-27T17:01:03.040933Z digest=sha256:10b13ae174927195761fcf1e73e0e6e275afccffc46d1607aa6ad186801f2908

Observation 92698bd2-5361-48dc-b711-657e4f0aeb72 · inbound

How Reliable Is Your Jailbreak Judge? Calibration and Adversarial Robustness of Automated ASR Scoring cites this paper.

How Reliable Is Your Jailbreak Judge? Calibration and Adversarial Robustness of Automated ASR Scoring Know Thy Judge: On the Robustness Meta-Evaluation of LLM Safety Judges

Reference 9

Resolution
verified exact
arxiv_id, observed 2026-07-04T20:00:07.893618Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-06-25T20:56:18.687903Z digest=sha256:df42eb315af6d8bfb525c1994e498bf0dd3eb7dd11a94e636761718f8f4e4ef8

Observation 152cbfbb-a15a-4b47-8d1f-8f48ab1c6c11 · inbound

How Reliable Is Your Jailbreak Judge? Calibration and Adversarial Robustness of Automated ASR Scoring cites this paper.

How Reliable Is Your Jailbreak Judge? Calibration and Adversarial Robustness of Automated ASR Scoring Know Thy Judge: On the Robustness Meta-Evaluation of LLM Safety Judges

Reference 9

Resolution
verified exact
arxiv_id, observed 2026-07-04T13:09:51.029278Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-06-26T05:27:21.279142Z digest=sha256:ec484b858287a0ccc04a9a0b14dba813fc6f6ae0aa9ea64a81b55612cfb45636