Paper Citation Record · LEDGER

Who Verifies the Benchmark? Decentralizing Trust in Large Language Model Evaluation

As of 23 August 2026, this Paper Citation Record lists 25 of 25 outbound references and 0 inbound Pith citation observations for arXiv:2608.07762.

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

pith.paper-citation-record.v1
2608.07762 v1

Coverage vector

measured 25 of 25 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T00:22:56.260694Z

measured 25 of 25 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 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

25 of 25 outbound references displayed

verified exact2
verified fuzzy13
unresolved9
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation cf2e32d2-3bed-4994-94ac-1a44be24183d · outbound

This paper cites In: Advances in Neural Information Processing Systems (NeurIPS 2023), vol.

Who Verifies the Benchmark? Decentralizing Trust in Large Language Model Evaluation In: Advances in Neural Information Processing Systems (NeurIPS 2023), vol

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T00:22:56.908288Z

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 e166e748-13c0-4c34-b676-936972121e76 · outbound

This paper cites Play Favorites: A Statistical Method to Measure Self-Bias in LLM-as-a-Judge.

Who Verifies the Benchmark? Decentralizing Trust in Large Language Model Evaluation Play Favorites: A Statistical Method to Measure Self-Bias in LLM-as-a-Judge

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-11T00:22:56.174076Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c5a99705-a1f3-4e0a-81ed-2d0a943d3177 · outbound

This paper cites In: Inui, K., Sakti, S., Wang, H., Wong, D.F., Bhattacharyya, P., Banerjee, B., Ekbal, A., Chakraborty, T., Singh, D.P.

Who Verifies the Benchmark? Decentralizing Trust in Large Language Model Evaluation In: Inui, K., Sakti, S., Wang, H., Wong, D.F., Bhattacharyya, P., Banerjee, B., Ekbal, A., Chakraborty, T., Singh, D.P

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T00:22:56.899434Z

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 458a2532-3489-4f88-9b0d-fb780f03dd6d · outbound

This paper cites In: Interna- tional Conference on Learning Representations (ICLR 2026), Poster Presentation (2026).

Who Verifies the Benchmark? Decentralizing Trust in Large Language Model Evaluation In: Interna- tional Conference on Learning Representations (ICLR 2026), Poster Presentation (2026)

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T00:22:56.890390Z

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 37865eca-7145-4812-9758-55f1747645c4 · outbound

This paper cites arXiv:2602.08229 (2026)https://arxiv.org/abs/ 2602.08229.

Who Verifies the Benchmark? Decentralizing Trust in Large Language Model Evaluation arXiv:2602.08229 (2026)https://arxiv.org/abs/ 2602.08229

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-11T00:22:56.186240Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fffea009-16b4-46cf-b6c9-cbdae67828ff · outbound

This paper cites Accepted as a poster at ICLR 2026 (2026).

Who Verifies the Benchmark? Decentralizing Trust in Large Language Model Evaluation Accepted as a poster at ICLR 2026 (2026)

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T00:22:56.880704Z

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 521f8251-7ece-467f-9319-4d506131640f · outbound

This paper cites an unresolved cited work.

Who Verifies the Benchmark? Decentralizing Trust in Large Language Model Evaluation Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-11T00:22:56.871622Z

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 f2216670-4d8a-4fbc-8153-74e57fde2fa7 · outbound

This paper cites In: WETSEB 2026 at ICSE 2026, Rio de Janeiro, Brazil (2026) https://conf.

Who Verifies the Benchmark? Decentralizing Trust in Large Language Model Evaluation In: WETSEB 2026 at ICSE 2026, Rio de Janeiro, Brazil (2026) https://conf

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T00:22:56.862051Z

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 f80ee9dc-89c1-455a-a113-0dc004435781 · outbound

This paper cites Journal of Information Technology & Politics (2026).

Who Verifies the Benchmark? Decentralizing Trust in Large Language Model Evaluation Journal of Information Technology & Politics (2026)

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-11T00:22:56.201851Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4158930c-7cc7-42cf-961c-0434245eda9f · outbound

This paper cites arXiv:2601.08785 (2026) https://arxiv.org/abs/2601.

Who Verifies the Benchmark? Decentralizing Trust in Large Language Model Evaluation arXiv:2601.08785 (2026) https://arxiv.org/abs/2601

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-11T00:22:56.205427Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e6ca39a-d70a-43d8-8ac3-ca9fa1b3174c · outbound

This paper cites Stanford Graduate School of Business (2024).

Who Verifies the Benchmark? Decentralizing Trust in Large Language Model Evaluation Stanford Graduate School of Business (2024)

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T00:22:56.852170Z

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 436d052d-5327-43e2-bd65-8feaa3b6b379 · outbound

This paper cites npj Artificial Intelligence 2, 7 (2026).

Who Verifies the Benchmark? Decentralizing Trust in Large Language Model Evaluation npj Artificial Intelligence 2, 7 (2026)

Reference 12

Resolution: malformed identifier; raw_fallback, observed 2026-08-11T00:22:56.842065Z

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 1cc679d5-d34d-4917-827d-4cd15a324b19 · outbound

This paper cites an unresolved cited work.

Who Verifies the Benchmark? Decentralizing Trust in Large Language Model Evaluation Unresolved cited work

Reference 13

Resolution: verified exact; doi, observed 2026-08-11T00:22:56.293730Z

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 b45914c5-63e6-4b35-90ed-9f3fa130fbd7 · outbound

This paper cites The Guardian, Jan- uary 27 (2025).

Who Verifies the Benchmark? Decentralizing Trust in Large Language Model Evaluation The Guardian, Jan- uary 27 (2025)

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T00:22:56.832811Z

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 afb52df9-7fd8-4de3-87bf-5d8dd3d276ca · outbound

This paper cites August 5 (2025).

Who Verifies the Benchmark? Decentralizing Trust in Large Language Model Evaluation August 5 (2025)

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T00:22:56.823165Z

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 65be31c7-3a11-47f3-8a76-54605581cb7a · outbound

This paper cites May 5 (2026).

Who Verifies the Benchmark? Decentralizing Trust in Large Language Model Evaluation May 5 (2026)

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T00:22:56.814371Z

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 1472eddb-abb6-4c29-adfb-5e71cea46ba9 · outbound

This paper cites https://www.llama.com/docs/ model-cards-and-prompt-formats/llama3 3/.

Who Verifies the Benchmark? Decentralizing Trust in Large Language Model Evaluation https://www.llama.com/docs/ model-cards-and-prompt-formats/llama3 3/

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T00:22:56.803588Z

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 66d16501-bed2-4ed1-8937-ec5fe65a0478 · outbound

This paper cites Applied Artificial Intelligence 39, 2439610 (2025) https://www.tandfonline.com/ doi/full/10.1080/08839514.2024.2439610.

Who Verifies the Benchmark? Decentralizing Trust in Large Language Model Evaluation Applied Artificial Intelligence 39, 2439610 (2025) https://www.tandfonline.com/ doi/full/10.1080/08839514.2024.2439610

Reference 18

Resolution: verified exact; raw_fallback, observed 2026-08-11T00:22:56.519959Z

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 890846a9-ba39-48ba-a2f2-89c55725a734 · outbound

This paper cites https://finance.yahoo.com/news/ yann-lecun-meta-fudged-little-100000402.html.

Who Verifies the Benchmark? Decentralizing Trust in Large Language Model Evaluation https://finance.yahoo.com/news/ yann-lecun-meta-fudged-little-100000402.html

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T00:22:56.793570Z

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 0d6927ed-ed44-4574-ab1d-11e8a50d6eac · outbound

This paper cites Qwen3 Technical Report.

Who Verifies the Benchmark? Decentralizing Trust in Large Language Model Evaluation Qwen3 Technical Report

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-11T00:22:56.241929Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 94f8e92f-6676-4a59-990d-861b48ac4b46 · outbound

This paper cites Z.AI Blog (2026).

Who Verifies the Benchmark? Decentralizing Trust in Large Language Model Evaluation Z.AI Blog (2026)

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T00:22:56.783034Z

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 f6019df7-8db9-45e2-83ee-2bb25c95b629 · outbound

This paper cites FrontierMath: A Benchmark for Evaluating Advanced Mathematical Reasoning in AI.

Who Verifies the Benchmark? Decentralizing Trust in Large Language Model Evaluation FrontierMath: A Benchmark for Evaluating Advanced Mathematical Reasoning in AI

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-11T00:22:56.249482Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6f7c5642-9d80-4550-81ba-4287d47db44a · outbound

This paper cites In: Proceedings of the 2024 ACM SIGSAC Conference on Computer and Communications Security (CCS 2024), pp.

Who Verifies the Benchmark? Decentralizing Trust in Large Language Model Evaluation In: Proceedings of the 2024 ACM SIGSAC Conference on Computer and Communications Security (CCS 2024), pp

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-11T00:22:56.253308Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 41a29074-301a-4a4d-98ee-a225d9ab67e0 · outbound

This paper cites https://huggingface.co/collections/mistralai/ mistral-large-3.

Who Verifies the Benchmark? Decentralizing Trust in Large Language Model Evaluation https://huggingface.co/collections/mistralai/ mistral-large-3

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T00:22:56.772514Z

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 aa815a6b-3d72-43eb-b797-aa3134347215 · outbound

This paper cites an unresolved cited work.

Who Verifies the Benchmark? Decentralizing Trust in Large Language Model Evaluation Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-11T00:22:56.762387Z

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.

Pith citing papers

No inbound Pith citation observations are available.