Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-07-11T11:50:26.030339Z
Paper Citation Record · LEDGER
Beyond Rating: A Comprehensive Evaluation and Benchmark for AI Reviews
As of 11 August 2026, this Paper Citation Record lists 27 of 27 outbound references and 1 inbound Pith citation observation for arXiv:2604.19502.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-04T04:52:00.834543Z
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
27 of 27 outbound references displayed
- verified exact1
- verified fuzzy13
- unresolved12
- parse uncertain0
- malformed identifier0
- metadata mismatch1
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 3442dd42-0843-4151-988f-701da98869ba · outbound
This paper cites OpenAI GPT-5 System Card.
Beyond Rating: A Comprehensive Evaluation and Benchmark for AI Reviews OpenAI GPT-5 System Card
Reference 1
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-05-10T02:11:56.973494Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 076bbd1f-ebf3-41e6-9e75-b590639385b7 · outbound
This paper cites Automated Peer Reviewing in Paper SEA: Standardization, Evaluation, and Analysis.
Beyond Rating: A Comprehensive Evaluation and Benchmark for AI Reviews Automated Peer Reviewing in Paper SEA: Standardization, Evaluation, and Analysis
Reference 2
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T13:11:23.496191Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation ee13770a-8d63-4782-97f3-c2a4e48368c9 · outbound
This paper cites an unresolved cited work.
Beyond Rating: A Comprehensive Evaluation and Benchmark for AI Reviews Unresolved cited work
Reference 3
- Resolution
- unresolved
- raw_fallback, observed 2026-05-23T00:27:18.568298Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 4b3e876f-9359-4a1b-a731-bbeda4b458ff · outbound
This paper cites an unresolved cited work.
Beyond Rating: A Comprehensive Evaluation and Benchmark for AI Reviews Unresolved cited work
Reference 4
- Resolution
- unresolved
- raw_fallback, observed 2026-05-23T00:27:18.540517Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 7e49d690-278e-41e3-8ce7-a32c9c8f89a6 · outbound
This paper cites an unresolved cited work.
Beyond Rating: A Comprehensive Evaluation and Benchmark for AI Reviews Unresolved cited work
Reference 5
- Resolution
- unresolved
- raw_fallback, observed 2026-05-23T00:27:18.570725Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation a912e0ea-9024-4376-85aa-b6961b7a0acf · outbound
This paper cites Output JSON: {.
Beyond Rating: A Comprehensive Evaluation and Benchmark for AI Reviews Output JSON: {
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-23T00:27:18.536250Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 31b8d70a-7bc8-4dc7-a0f3-2526a9429094 · outbound
This paper cites an unresolved cited work.
Beyond Rating: A Comprehensive Evaluation and Benchmark for AI Reviews Unresolved cited work
Reference 7
- Resolution
- unresolved
- raw_fallback, observed 2026-05-23T00:27:18.521540Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 59822e2a-08f1-4edb-bb96-d512793a28fa · outbound
This paper cites an unresolved cited work.
Beyond Rating: A Comprehensive Evaluation and Benchmark for AI Reviews Unresolved cited work
Reference 8
- Resolution
- unresolved
- raw_fallback, observed 2026-05-23T00:27:18.547734Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 9170e825-c9de-4b5e-a789-b1868db9a046 · outbound
This paper cites an unresolved cited work.
Beyond Rating: A Comprehensive Evaluation and Benchmark for AI Reviews Unresolved cited work
Reference 9
- Resolution
- unresolved
- raw_fallback, observed 2026-05-23T00:27:18.575110Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 55b5af7e-29bd-4c76-ae53-b317446f7a1f · outbound
This paper cites an unresolved cited work.
Beyond Rating: A Comprehensive Evaluation and Benchmark for AI Reviews Unresolved cited work
Reference 10
- Resolution
- unresolved
- raw_fallback, observed 2026-05-23T00:27:18.545217Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 12b1b725-00e7-4025-a685-c33f1a2959ef · outbound
This paper cites Output JSON: {.
Beyond Rating: A Comprehensive Evaluation and Benchmark for AI Reviews Output JSON: {
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-23T00:27:18.528875Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 2ebba881-0d60-47df-986f-c587ee6dee21 · outbound
This paper cites an unresolved cited work.
Beyond Rating: A Comprehensive Evaluation and Benchmark for AI Reviews Unresolved cited work
Reference 12
- Resolution
- unresolved
- raw_fallback, observed 2026-05-23T00:27:18.552816Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 45a10b5d-8f2b-49d3-84e5-ceddf8b199dd · outbound
This paper cites yes" only if they describe the same point; loosely related or overlapping topics are.
Beyond Rating: A Comprehensive Evaluation and Benchmark for AI Reviews yes" only if they describe the same point; loosely related or overlapping topics are
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-23T00:27:18.556970Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 6cbce760-c54a-427f-acce-197eb1286e6c · outbound
This paper cites an unresolved cited work.
Beyond Rating: A Comprehensive Evaluation and Benchmark for AI Reviews Unresolved cited work
Reference 14
- Resolution
- unresolved
- raw_fallback, observed 2026-05-23T00:27:18.554755Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 64e31fab-a975-439c-a415-8f06f48a773d · outbound
This paper cites why" or.
Beyond Rating: A Comprehensive Evaluation and Benchmark for AI Reviews why" or
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-23T00:27:18.524045Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation cdf8a53a-3020-4fc4-bee8-923df89288b5 · outbound
This paper cites yes". - **Assign.
Beyond Rating: A Comprehensive Evaluation and Benchmark for AI Reviews yes". - **Assign
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-23T00:27:18.561516Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 1c14f27c-be88-4128-a2f0-568a45e8429c · outbound
This paper cites an unresolved cited work.
Beyond Rating: A Comprehensive Evaluation and Benchmark for AI Reviews Unresolved cited work
Reference 17
- Resolution
- unresolved
- raw_fallback, observed 2026-05-23T00:27:18.531339Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation fc3ac65e-fb1b-449f-9fb3-82435aec043d · outbound
This paper cites an unresolved cited work.
Beyond Rating: A Comprehensive Evaluation and Benchmark for AI Reviews Unresolved cited work
Reference 18
- Resolution
- unresolved
- raw_fallback, observed 2026-05-23T00:27:18.566077Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 92d021d5-8389-41be-ae4c-1b8644ba1bd9 · outbound
This paper cites yes" for keyword matches alone; the explanatory intent must be satisfied. 29 Beyond Rating: A Comprehensive Evaluation and Benchmark for AI Reviews # Output Format {{.
Beyond Rating: A Comprehensive Evaluation and Benchmark for AI Reviews yes" for keyword matches alone; the explanatory intent must be satisfied. 29 Beyond Rating: A Comprehensive Evaluation and Benchmark for AI Reviews # Output Format {{
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-23T00:27:18.563879Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 5fd12722-8c61-430b-b8b4-d498dd913593 · outbound
This paper cites This category captures assessments of whether the work introduces new ideas, methods, or perspectives that advance the field.
Beyond Rating: A Comprehensive Evaluation and Benchmark for AI Reviews This category captures assessments of whether the work introduces new ideas, methods, or perspectives that advance the field
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-23T00:27:18.519305Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 1087915b-8e0a-4ffc-b21c-7aed34f25027 · outbound
This paper cites This includes assessments of mathemati- cal rigor, logical consistency, and methodological validity.
Beyond Rating: A Comprehensive Evaluation and Benchmark for AI Reviews This includes assessments of mathemati- cal rigor, logical consistency, and methodological validity
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-23T00:27:18.550549Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation e64ccbe9-994e-429f-9fb9-ca95b9673e5e · outbound
This paper cites This category includes evaluations of experimental setup, data quality, statistical analysis, and result interpretation.
Beyond Rating: A Comprehensive Evaluation and Benchmark for AI Reviews This category includes evaluations of experimental setup, data quality, statistical analysis, and result interpretation
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-23T00:27:18.559250Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 17a5e7a1-9c57-4c7f-9fee-86f006a12aa6 · outbound
This paper cites This includes assessments of paper organization, writing clarity, figure quality, and overall presentation effectiveness.
Beyond Rating: A Comprehensive Evaluation and Benchmark for AI Reviews This includes assessments of paper organization, writing clarity, figure quality, and overall presentation effectiveness
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-23T00:27:18.534144Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation e9510c24-a87b-4d54-be0d-68f683ac517d · outbound
This paper cites This category captures evaluations of the work’s importance, potential applications, and contribution to the field.
Beyond Rating: A Comprehensive Evaluation and Benchmark for AI Reviews This category captures evaluations of the work’s importance, potential applications, and contribution to the field
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-23T00:27:18.542946Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation b00b8b82-98cc-4af3-af38-8809600f2f38 · outbound
This paper cites This includes assessments of whether sufficient information is provided for reproducing the results, code availability, and parameter documentation.
Beyond Rating: A Comprehensive Evaluation and Benchmark for AI Reviews This includes assessments of whether sufficient information is provided for reproducing the results, code availability, and parameter documentation
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-23T00:27:18.573102Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 22c692aa-3588-4559-9e16-27a454011c07 · outbound
This paper cites This category includes assessments of whether relevant prior work is properly cited and discussed, and whether the work is properly positioned within the existing literature.
Beyond Rating: A Comprehensive Evaluation and Benchmark for AI Reviews This category includes assessments of whether relevant prior work is properly cited and discussed, and whether the work is properly positioned within the existing literature
Reference 26
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-23T00:27:18.526529Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 35b4eed7-7731-453c-bfa4-0f4b1b181321 · outbound
This paper cites an unresolved cited work.
Beyond Rating: A Comprehensive Evaluation and Benchmark for AI Reviews Unresolved cited work
Reference 27
- Resolution
- unresolved
- raw_fallback, observed 2026-05-23T00:27:18.538229Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Pith citing papers
Observation eb520d27-456e-4a95-9e39-2d11f7f5683b · inbound
RubricReviewer: From Direct Critique to Objective and Comprehensive Rubric-Driven Peer Review cites this paper.
RubricReviewer: From Direct Critique to Objective and Comprehensive Rubric-Driven Peer Review Beyond Rating: A Comprehensive Evaluation and Benchmark for AI Reviews
Reference 66
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T04:52:00.834543Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.