Paper Citation Record · LEDGER

Who Validates the Validators? Aligning LLM-Assisted Evaluation of LLM Outputs with Human Preferences

As of 23 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 15 inbound Pith citation observations for arXiv:2404.12272.

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

pith.paper-citation-record.v1
2404.12272 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 15 of 15 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00

measured 15 of 15 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T11:45:45.825085Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, 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

1
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation ccbe4162-3926-4749-973d-660fa218b60c · inbound

Towards unearthing neglected climate innovations from scientific literature using Large Language Models cites this paper.

Towards unearthing neglected climate innovations from scientific literature using Large Language Models Who Validates the Validators? Aligning LLM-Assisted Evaluation of LLM Outputs with Human Preferences

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-12T20:05:54.315543Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 09088a7d-bbd7-4f5d-ac12-f8a906a710b3 · inbound

A Framework for Evaluating LLMs Under Task Indeterminacy cites this paper.

A Framework for Evaluating LLMs Under Task Indeterminacy Who Validates the Validators? Aligning LLM-Assisted Evaluation of LLM Outputs with Human Preferences

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-12T15:58:47.620627Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e121041d-7bf0-49f7-ad0e-064d05d46d07 · inbound

Adaptive Testing for LLM-Based Applications: A Diversity-based Approach cites this paper.

Adaptive Testing for LLM-Based Applications: A Diversity-based Approach Who Validates the Validators? Aligning LLM-Assisted Evaluation of LLM Outputs with Human Preferences

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-10T15:57:28.824032Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ebd848b7-9872-4d31-b530-e2e021826303 · inbound

Gensors: Authoring Personalized Visual Sensors with Multimodal Foundation Models and Reasoning cites this paper.

Gensors: Authoring Personalized Visual Sensors with Multimodal Foundation Models and Reasoning Who Validates the Validators? Aligning LLM-Assisted Evaluation of LLM Outputs with Human Preferences

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-10T14:03:07.258142Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 702c98d6-2d98-4b83-8140-21bbb5ff3be9 · inbound

Addressing Bias in Generative AI: Challenges and Research Opportunities in Information Management cites this paper.

Addressing Bias in Generative AI: Challenges and Research Opportunities in Information Management Who Validates the Validators? Aligning LLM-Assisted Evaluation of LLM Outputs with Human Preferences

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-10T16:51:18.110241Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 44b15ade-cfe4-4a99-9b08-a22b21cbd5ff · inbound

PROMPTEVALS: A Dataset of Assertions and Guardrails for Custom Production Large Language Model Pipelines cites this paper.

PROMPTEVALS: A Dataset of Assertions and Guardrails for Custom Production Large Language Model Pipelines Who Validates the Validators? Aligning LLM-Assisted Evaluation of LLM Outputs with Human Preferences

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-16T11:45:45.825085Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d230248-3583-4771-9434-10d2f6bcc2e5 · inbound

Personalized Constitutionally-Aligned Agentic Superego: Secure AI Behavior Aligned to Diverse Human Values cites this paper.

Personalized Constitutionally-Aligned Agentic Superego: Secure AI Behavior Aligned to Diverse Human Values Who Validates the Validators? Aligning LLM-Assisted Evaluation of LLM Outputs with Human Preferences

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T05:43:07.218428Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2e91dddf-f502-4347-aeba-b63a7138e652 · inbound

Rethinking Query Optimization for Multi-Agent Systems [Vision] cites this paper.

Rethinking Query Optimization for Multi-Agent Systems [Vision] Who Validates the Validators? Aligning LLM-Assisted Evaluation of LLM Outputs with Human Preferences

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-03T17:21:27.143946Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8de4cd63-087b-40c8-96a6-9b048aa37772 · inbound

Enhanced Self-Learning with Epistemologically-Informed LLM Dialogue cites this paper.

Enhanced Self-Learning with Epistemologically-Informed LLM Dialogue Who Validates the Validators? Aligning LLM-Assisted Evaluation of LLM Outputs with Human Preferences

Reference 94

Resolution: verified exact; arxiv_id, observed 2026-05-11T09:00:59.817353Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation f4010a13-58e0-44f0-8430-e0057f263945 · inbound

Results-Actionability Gap: Understanding How Practitioners Evaluate LLM Products in the Wild cites this paper.

Results-Actionability Gap: Understanding How Practitioners Evaluate LLM Products in the Wild Who Validates the Validators? Aligning LLM-Assisted Evaluation of LLM Outputs with Human Preferences

Reference 53

Resolution: verified exact; arxiv_id, observed 2026-05-16T11:27:48.147823Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 110ea06f-aba6-4be1-bd74-9abad5b438c4 · inbound

Judging the Judges: A Systematic Evaluation of Bias Mitigation Strategies in LLM-as-a-Judge Pipelines cites this paper.

Judging the Judges: A Systematic Evaluation of Bias Mitigation Strategies in LLM-as-a-Judge Pipelines Who Validates the Validators? Aligning LLM-Assisted Evaluation of LLM Outputs with Human Preferences

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-05-11T20:41:14.175273Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation eeb9156c-f0dd-4006-b510-dabdb25afe09 · inbound

Agentic-J: An AI Agent for Biological Microscopy Image Analysis cites this paper.

Agentic-J: An AI Agent for Biological Microscopy Image Analysis Who Validates the Validators? Aligning LLM-Assisted Evaluation of LLM Outputs with Human Preferences

Reference 36

Resolution: verified exact; arxiv_id, observed 2026-06-28T11:52:05.109046Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation d81fe9ec-ef6b-408a-bf1a-6cc83f30470a · inbound

Toward Pre-Deployment Assurance for Enterprise AI Agents: Ontology-Grounded Simulation and Trust Certification cites this paper.

Toward Pre-Deployment Assurance for Enterprise AI Agents: Ontology-Grounded Simulation and Trust Certification Who Validates the Validators? Aligning LLM-Assisted Evaluation of LLM Outputs with Human Preferences

Reference 30

Resolution: verified exact; arxiv_id, observed 2026-07-02T02:46:28.205443Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation d5567166-653f-46d3-8b4f-6305a48227ae · inbound

Necessary but Not Sufficient: Temperature Control and Reproducibility in LLM-as-Judge Safety Evaluations cites this paper.

Necessary but Not Sufficient: Temperature Control and Reproducibility in LLM-as-Judge Safety Evaluations Who Validates the Validators? Aligning LLM-Assisted Evaluation of LLM Outputs with Human Preferences

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-07-04T15:09:54.401489Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 17b1b9e6-75ea-411a-a84c-3bb1236c9232 · inbound

EvalLoop: A Methodology for Evaluation-Driven Iterative Improvement of Business AI Systems cites this paper.

EvalLoop: A Methodology for Evaluation-Driven Iterative Improvement of Business AI Systems Who Validates the Validators? Aligning LLM-Assisted Evaluation of LLM Outputs with Human Preferences

Reference 14

Resolution: unresolved; no resolver link, observed 2026-07-11T04:31:30.304599Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.