Paper Citation Record · LEDGER

Measurement to Meaning: A Validity-Centered Framework for AI Evaluation

As of 12 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 15 inbound Pith citation observations for arXiv:2505.10573.

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

pith.paper-citation-record.v1
2505.10573 v4

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 2026-08-12T06:34:41.77262+00:00

measured 15 of 15 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T20:32:51.345036Z

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

3
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 daec776e-2a51-4fdc-8afc-a0a952caa826 · inbound

No-Knowledge Alarms for Misaligned LLMs-as-Judges cites this paper.

No-Knowledge Alarms for Misaligned LLMs-as-Judges Measurement to Meaning: A Validity-Centered Framework for AI Evaluation

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-04T20:32:51.345036Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 08ef653f-f02e-4ba4-8052-2fa179d6da71 · inbound

Why Johnny Can't Use Agents: Industry Aspirations vs. User Realities with AI Agents cites this paper.

Why Johnny Can't Use Agents: Industry Aspirations vs. User Realities with AI Agents Measurement to Meaning: A Validity-Centered Framework for AI Evaluation

Reference 67

Resolution: verified exact; arxiv_id, observed 2026-05-18T16:56:38.077538Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 5f164392-0269-4c83-904b-7292b3b99a71 · inbound

The 2025 AI Agent Index: Documenting Technical and Safety Features of Deployed Agentic AI Systems cites this paper.

The 2025 AI Agent Index: Documenting Technical and Safety Features of Deployed Agentic AI Systems Measurement to Meaning: A Validity-Centered Framework for AI Evaluation

Reference 113

Resolution: verified exact; arxiv_id, observed 2026-05-15T20:46:35.604261Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 83fd9b99-ed26-4611-b85a-f62bb04639da · inbound

Making AI Evaluation Deployment Relevant Through Context Specification cites this paper.

Making AI Evaluation Deployment Relevant Through Context Specification Measurement to Meaning: A Validity-Centered Framework for AI Evaluation

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-15T14:50:05.155166Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 562ca067-ebcf-4cb4-a100-7534dccc8cbb · inbound

Evaluating AI-Generated Images of Cultural Artifacts with Community-Informed Rubrics cites this paper.

Evaluating AI-Generated Images of Cultural Artifacts with Community-Informed Rubrics Measurement to Meaning: A Validity-Centered Framework for AI Evaluation

Reference 99

Resolution: verified exact; arxiv_id, observed 2026-05-13T21:03:19.961732Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 8de174f7-0c80-4bd6-80df-08da94e56963 · inbound

Evaluating AI-Generated Images of Cultural Artifacts with Community-Informed Rubrics cites this paper.

Evaluating AI-Generated Images of Cultural Artifacts with Community-Informed Rubrics Measurement to Meaning: A Validity-Centered Framework for AI Evaluation

Reference 99

Resolution: verified exact; arxiv_id, observed 2026-05-21T10:40:00.749430Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 4281925b-e72c-49a9-b7f6-fbbeccab1147 · inbound

FairTree: Subgroup Fairness Auditing of Machine Learning Models with Bias-Variance Decomposition cites this paper.

FairTree: Subgroup Fairness Auditing of Machine Learning Models with Bias-Variance Decomposition Measurement to Meaning: A Validity-Centered Framework for AI Evaluation

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-05-11T12:31:03.874897Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation f5a476b8-042f-4952-a799-58c1f61035a1 · inbound

When No Benchmark Exists: Validating Comparative LLM Safety Scoring Without Ground-Truth Labels cites this paper.

When No Benchmark Exists: Validating Comparative LLM Safety Scoring Without Ground-Truth Labels Measurement to Meaning: A Validity-Centered Framework for AI Evaluation

Reference 27

Resolution: metadata mismatch; arxiv_id, observed 2026-05-08T21:39:24.632388Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 7af2a256-0a3b-4b0e-a449-f237cd74fd43 · inbound

Welfare, Improvability, and Variance: A Principal-Agent Approach to Optimal Benchmark Item Aggregation cites this paper.

Welfare, Improvability, and Variance: A Principal-Agent Approach to Optimal Benchmark Item Aggregation Measurement to Meaning: A Validity-Centered Framework for AI Evaluation

Reference 55

Resolution: verified exact; arxiv_id, observed 2026-06-28T23:52:49.475216Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 029fdfae-f60a-4870-994f-e268d60cc0be · inbound

Quality Is Not a Safety Proxy Under Quantization cites this paper.

Quality Is Not a Safety Proxy Under Quantization Measurement to Meaning: A Validity-Centered Framework for AI Evaluation

Reference 33

Resolution: verified exact; arxiv_id, observed 2026-07-03T00:17:28.804330Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation b3ddd3a3-d757-49a8-b4be-7684a6319362 · inbound

Same Evidence, Different Answer: Auditing Order Sensitivity in Multimodal Large Language Models cites this paper.

Same Evidence, Different Answer: Auditing Order Sensitivity in Multimodal Large Language Models Measurement to Meaning: A Validity-Centered Framework for AI Evaluation

Reference 11

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T20:40:07.567081Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 8be2027d-c037-43ae-a307-9ef24e6b0059 · inbound

L2-Bench: An Evaluation Benchmark for Measuring LLM Capabilities in Second Language Education cites this paper.

L2-Bench: An Evaluation Benchmark for Measuring LLM Capabilities in Second Language Education Measurement to Meaning: A Validity-Centered Framework for AI Evaluation

Reference 91

Resolution: unresolved; no resolver link, observed 2026-07-13T06:19:53.291826Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 30aa7dbf-48ba-4767-8b93-71d7c1898e5d · inbound

L2-Bench: An Evaluation Benchmark for Measuring LLM Capabilities in Second Language Education cites this paper.

L2-Bench: An Evaluation Benchmark for Measuring LLM Capabilities in Second Language Education Measurement to Meaning: A Validity-Centered Framework for AI Evaluation

Reference 91

Resolution: unresolved; no resolver link, observed 2026-08-02T07:47:36.943427Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e40aeb1-1589-4e3d-a311-c25994277cd6 · inbound

Exposure is not manifestation: measurement target and output resolution jointly determine which behavioural-faithfulness evaluator wins cites this paper.

Exposure is not manifestation: measurement target and output resolution jointly determine which behavioural-faithfulness evaluator wins Measurement to Meaning: A Validity-Centered Framework for AI Evaluation

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-02T07:44:03.428402Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b46796ac-f749-410b-a7b8-98a6f8f55403 · inbound

On the Convergent Validity of Offline Evaluation Designs for Recommender Systems cites this paper.

On the Convergent Validity of Offline Evaluation Designs for Recommender Systems Measurement to Meaning: A Validity-Centered Framework for AI Evaluation

Reference 27

Resolution: unresolved; no resolver link, observed 2026-07-31T01:29:52.661309Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.