Paper Citation Record · LEDGER

FUSE: Ensembling Verifiers with Zero Labeled Data

As of 6 August 2026, this Paper Citation Record lists 39 of 39 outbound references and 1 inbound Pith citation observation for arXiv:2604.18547.

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

pith.paper-citation-record.v1
2604.18547 v1

Coverage vector

measured 39 of 39 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-10T03:39:25.678190Z

measured 40 of 40 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-12T03:54:48.803944Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

39 of 39 outbound references displayed

verified exact4
verified fuzzy22
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch13

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation fb59fdb5-47a3-41d7-b56e-d12e2dfa0fdb · outbound

This paper cites 2015 , editor =.

FUSE: Ensembling Verifiers with Zero Labeled Data 2015 , editor =

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T15:26:45.647717Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 1682d60d-ffc6-4d0c-8ca6-17d32ddc9d8c · outbound

This paper cites Proceedings of the 19th International Conference on Artificial Intelligence and Statistics , pages =.

FUSE: Ensembling Verifiers with Zero Labeled Data Proceedings of the 19th International Conference on Artificial Intelligence and Statistics , pages =

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T15:26:45.634094Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 6972ee54-4cbb-4aba-aa10-661832d078ac · outbound

This paper cites 2025 , eprint=.

FUSE: Ensembling Verifiers with Zero Labeled Data 2025 , eprint=

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T15:26:45.637663Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 9fab4db7-6e6c-4017-bf42-b0aa05e3af20 · outbound

This paper cites Proceedings of the National Academy of Sciences , volume =.

FUSE: Ensembling Verifiers with Zero Labeled Data Proceedings of the National Academy of Sciences , volume =

Reference 4

Resolution: verified exact; doi, observed 2026-05-10T03:39:29.119017Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation ad8f67d1-5044-4809-9e15-86ebe2dd7ff0 · outbound

This paper cites Proceedings of The 25th International Conference on Artificial Intelligence and Statistics , pages =.

FUSE: Ensembling Verifiers with Zero Labeled Data Proceedings of The 25th International Conference on Artificial Intelligence and Statistics , pages =

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T15:26:45.641156Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 4b39c12c-c0df-49f3-8ae9-58a14b16a7f5 · outbound

This paper cites 2025 , eprint=.

FUSE: Ensembling Verifiers with Zero Labeled Data 2025 , eprint=

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T15:26:45.644464Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 236c752e-eb19-4c50-a66c-7950e7391c75 · outbound

This paper cites Self-Consistency Improves Chain of Thought Reasoning in Language Models.

FUSE: Ensembling Verifiers with Zero Labeled Data Self-Consistency Improves Chain of Thought Reasoning in Language Models

Reference 7

Resolution: metadata mismatch; local_arxiv, observed 2026-05-11T12:26:09.123355Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 3e54202b-6355-412e-ae37-f78bcdee4166 · outbound

This paper cites WebGPT: Browser-assisted question-answering with human feedback.

FUSE: Ensembling Verifiers with Zero Labeled Data WebGPT: Browser-assisted question-answering with human feedback

Reference 8

Resolution: metadata mismatch; local_arxiv, observed 2026-05-11T12:26:09.164361Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 6f5bcdea-4bf3-4a30-98c4-31f39caba6b6 · outbound

This paper cites The answer is (X)\.

FUSE: Ensembling Verifiers with Zero Labeled Data The answer is (X)\

Reference 9

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T12:26:09.247168Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 76093582-7130-49d5-861f-22930925e0fc · outbound

This paper cites Multi-Agent Verification: Scaling Test-Time Compute with Multiple Verifiers.

FUSE: Ensembling Verifiers with Zero Labeled Data Multi-Agent Verification: Scaling Test-Time Compute with Multiple Verifiers

Reference 10

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T12:26:09.223083Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation a756ef56-836c-44da-b1d7-08c92269b5a4 · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

FUSE: Ensembling Verifiers with Zero Labeled Data Advances in Neural Information Processing Systems , volume=

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T15:26:45.623961Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation c0baf374-f885-430a-8902-1ad5a8f26cdd · outbound

This paper cites Majority of the bests: Improving best-of-n via bootstrapping.

FUSE: Ensembling Verifiers with Zero Labeled Data Majority of the bests: Improving best-of-n via bootstrapping

Reference 12

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T12:26:09.091356Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 9a28b309-f78e-43a0-a4af-c585549f0d5f · outbound

This paper cites arXiv preprint arXiv:2510.03199 , year=.

FUSE: Ensembling Verifiers with Zero Labeled Data arXiv preprint arXiv:2510.03199 , year=

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-05-11T12:26:09.205504Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation de9a7ebb-6a79-4eb8-833c-bf4eb07a166a · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

FUSE: Ensembling Verifiers with Zero Labeled Data Training Verifiers to Solve Math Word Problems

Reference 14

Resolution: metadata mismatch; local_arxiv, observed 2026-05-11T12:26:08.994914Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 89356c9c-3de0-4b31-a6a9-805b49dea1f4 · outbound

This paper cites Universal Self-Consistency for Large Language Model Generation.

FUSE: Ensembling Verifiers with Zero Labeled Data Universal Self-Consistency for Large Language Model Generation

Reference 15

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T12:26:09.009304Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 818d9ec7-8c3e-4cc1-a0d8-d5c908e011cb · outbound

This paper cites Replacing Judges with Juries: Evaluating LLM Generations with a Panel of Diverse Models.

FUSE: Ensembling Verifiers with Zero Labeled Data Replacing Judges with Juries: Evaluating LLM Generations with a Panel of Diverse Models

Reference 16

Resolution: metadata mismatch; arxiv_id, observed 2026-05-15T23:32:18.336718Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 555fb500-fbcb-4bb5-a54e-5b66afa06ba7 · outbound

This paper cites The Twelfth International Conference on Learning Representations , year=.

FUSE: Ensembling Verifiers with Zero Labeled Data The Twelfth International Conference on Learning Representations , year=

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T15:26:45.630741Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 1d6dd5ae-70cd-4147-a79b-5541d45def02 · outbound

This paper cites International conference on machine learning , pages=.

FUSE: Ensembling Verifiers with Zero Labeled Data International conference on machine learning , pages=

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T15:26:45.606298Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation f3822203-23c1-4f7a-b4bc-860856e9f677 · outbound

This paper cites Journal of Machine Learning Research , volume=.

FUSE: Ensembling Verifiers with Zero Labeled Data Journal of Machine Learning Research , volume=

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T15:26:45.602928Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation e72d683f-9301-43c3-ade8-d7148b209c0c · outbound

This paper cites 2022 20th International Symposium on Modeling and Optimization in Mobile, Ad hoc, and Wireless Networks (WiOpt) , pages=.

FUSE: Ensembling Verifiers with Zero Labeled Data 2022 20th International Symposium on Modeling and Optimization in Mobile, Ad hoc, and Wireless Networks (WiOpt) , pages=

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T15:26:45.609775Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 68f9dce6-9d00-4c37-85da-1f4a4b005995 · outbound

This paper cites International Conference on Machine Learning , pages=.

FUSE: Ensembling Verifiers with Zero Labeled Data International Conference on Machine Learning , pages=

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T15:26:45.616559Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation bf834c19-8868-49b5-b03b-2cf37273eba2 · outbound

This paper cites Journal of the Royal Statistical Society: Series C (Applied Statistics) , volume=.

FUSE: Ensembling Verifiers with Zero Labeled Data Journal of the Royal Statistical Society: Series C (Applied Statistics) , volume=

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T15:26:45.613148Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 5883cec5-2b1b-468f-bcad-dfdd9617d85f · outbound

This paper cites Journal of the Royal Statistical Society Series B: Statistical Methodology , volume=.

FUSE: Ensembling Verifiers with Zero Labeled Data Journal of the Royal Statistical Society Series B: Statistical Methodology , volume=

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T15:26:45.627093Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 613c9a59-554d-4ba9-bd98-cc4cdbd342bc · outbound

This paper cites Sample, Scrutinize and Scale: Effective Inference-Time Search by Scaling Verification.

FUSE: Ensembling Verifiers with Zero Labeled Data Sample, Scrutinize and Scale: Effective Inference-Time Search by Scaling Verification

Reference 24

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T12:26:09.073352Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation d16a0b6e-ce96-4cfe-88c9-cfd1cdb5ea03 · outbound

This paper cites Evaluation of Best-of-N Sampling Strategies for Language Model Alignment.

FUSE: Ensembling Verifiers with Zero Labeled Data Evaluation of Best-of-N Sampling Strategies for Language Model Alignment

Reference 25

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T12:26:09.187343Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation f0f1e672-c048-4dea-974c-f046ccb33bbb · outbound

This paper cites ICML 2024 Workshop on Models of Human Feedback for AI Alignment , year=.

FUSE: Ensembling Verifiers with Zero Labeled Data ICML 2024 Workshop on Models of Human Feedback for AI Alignment , year=

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T15:26:45.620055Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 4c002d6f-dab3-463b-8179-4bf45742812e · outbound

This paper cites Reward Model Ensembles Help Mitigate Overoptimization.

FUSE: Ensembling Verifiers with Zero Labeled Data Reward Model Ensembles Help Mitigate Overoptimization

Reference 27

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T12:26:09.036855Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 647e0a61-a9b6-445e-b119-5b1e41c6d209 · outbound

This paper cites Helping or Herding? Reward Model Ensembles Mitigate but do not Eliminate Reward Hacking.

FUSE: Ensembling Verifiers with Zero Labeled Data Helping or Herding? Reward Model Ensembles Mitigate but do not Eliminate Reward Hacking

Reference 28

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T12:26:09.053345Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 630aa785-cd84-49d2-90d3-2b640f608ba8 · outbound

This paper cites Evaluating Large Language Models Trained on Code.

FUSE: Ensembling Verifiers with Zero Labeled Data Evaluating Large Language Models Trained on Code

Reference 29

Resolution: metadata mismatch; local_arxiv, observed 2026-05-11T12:26:09.238798Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation e1fec6b0-efb9-4fab-ae26-e7f7aa395d6c · outbound

This paper cites Science , volume=.

FUSE: Ensembling Verifiers with Zero Labeled Data Science , volume=

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T15:26:45.599565Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation bbb3dda3-b7ef-4d14-b41a-c97515b8f0e1 · outbound

This paper cites 2025 , eprint=.

FUSE: Ensembling Verifiers with Zero Labeled Data 2025 , eprint=

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T15:26:45.588851Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation ccba3f26-6c44-4ad7-b1ec-d41f3f3349d1 · outbound

This paper cites Kapfer, K.

FUSE: Ensembling Verifiers with Zero Labeled Data Kapfer, K

Reference 32

Resolution: verified exact; doi, observed 2026-05-10T03:39:29.111343Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation d95a02e9-6fc2-42a2-a902-f5291e299b3e · outbound

This paper cites Towards Robust Mathematical Reasoning.

FUSE: Ensembling Verifiers with Zero Labeled Data Towards Robust Mathematical Reasoning

Reference 33

Resolution: verified exact; doi, observed 2026-05-10T03:39:29.116472Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation ea6491f5-8a8d-443d-b2ba-fbf5887e0d3b · outbound

This paper cites 2025 , eprint=.

FUSE: Ensembling Verifiers with Zero Labeled Data 2025 , eprint=

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T15:26:45.595896Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 9c65b4a1-a844-4358-b409-c6f02e2fcc5b · outbound

This paper cites Proceedings of the ACM SIGOPS 29th Symposium on Operating Systems Principles , year=.

FUSE: Ensembling Verifiers with Zero Labeled Data Proceedings of the ACM SIGOPS 29th Symposium on Operating Systems Principles , year=

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T15:26:45.592342Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 3dcc537f-d73c-40b6-950a-1817221e53ae · outbound

This paper cites 2025 , eprint=.

FUSE: Ensembling Verifiers with Zero Labeled Data 2025 , eprint=

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T15:26:45.578868Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 3dc6a446-44bd-4597-a892-4626cf43287d · outbound

This paper cites 2025 , eprint=.

FUSE: Ensembling Verifiers with Zero Labeled Data 2025 , eprint=

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T15:26:45.575545Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation b35de244-3ed3-452b-b2c9-a0aaff18ef16 · outbound

This paper cites The Twelfth International Conference on Learning Representations , year=.

FUSE: Ensembling Verifiers with Zero Labeled Data The Twelfth International Conference on Learning Representations , year=

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T15:26:45.582193Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 83e2feff-0d01-470f-b22a-5326ff0bb146 · outbound

This paper cites Unsupervised Risk Estimation Using Only Conditional Independence Structure , url =.

FUSE: Ensembling Verifiers with Zero Labeled Data Unsupervised Risk Estimation Using Only Conditional Independence Structure , url =

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T15:26:45.585375Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Pith citing papers

Observation 160eccac-4c0a-4977-ac68-28efa791fd96 · inbound

Abductive Corroboration of Probabilistic AI Models for Forensic Synthetic Media Detection cites this paper.

Abductive Corroboration of Probabilistic AI Models for Forensic Synthetic Media Detection FUSE: Ensembling Verifiers with Zero Labeled Data

Reference 18

Resolution: unresolved; no resolver link, observed 2026-07-12T03:54:48.803944Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.