Paper Citation Record · LEDGER

Verify, Repair, Repeat, or Stop? Robust Stopping for Noisy Verify-Repair Loops in LLM Agents

As of 7 August 2026, this Paper Citation Record lists 15 of 15 outbound references and 0 inbound Pith citation observations for arXiv:2607.17641.

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

pith.paper-citation-record.v1
2607.17641 v1

Coverage vector

measured 15 of 15 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T17:29:37.089302Z

measured 15 of 15 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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

15 of 15 outbound references displayed

verified exact0
verified fuzzy0
unresolved15
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1565ab46-9a51-4e14-8735-7ac523a1b380 · outbound

This paper cites InThe Fourteenth International Confer- ence on Learning Representations (ICLR).

Verify, Repair, Repeat, or Stop? Robust Stopping for Noisy Verify-Repair Loops in LLM Agents InThe Fourteenth International Confer- ence on Learning Representations (ICLR)

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-01T17:29:35.931036Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3504a2fe-fef5-4151-b57e-8062d8a4e28f · outbound

This paper cites In Vanschoren,J.;andYeung,S.,eds.,ProceedingsoftheNeu- ral Information Processing Systems Track on Datasets and Benchmarks 1 (NeurIPS Datasets and Benchmarks 2021).

Verify, Repair, Repeat, or Stop? Robust Stopping for Noisy Verify-Repair Loops in LLM Agents In Vanschoren,J.;andYeung,S.,eds.,ProceedingsoftheNeu- ral Information Processing Systems Track on Datasets and Benchmarks 1 (NeurIPS Datasets and Benchmarks 2021)

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-01T17:29:36.139871Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f0d5f9c6-9ae1-4d83-8ecf-055a5c498d1a · outbound

This paper cites When Does Verification Pay Off? A Closer Look at LLMs as Solution Verifiers.

Verify, Repair, Repeat, or Stop? Robust Stopping for Noisy Verify-Repair Loops in LLM Agents When Does Verification Pay Off? A Closer Look at LLMs as Solution Verifiers

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-01T17:29:36.471688Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bf9af895-f837-4b0a-a5af-18cd714d5b1a · outbound

This paper cites Spontaneous Reward Hacking in Iterative Self-Refinement.

Verify, Repair, Repeat, or Stop? Robust Stopping for Noisy Verify-Repair Loops in LLM Agents Spontaneous Reward Hacking in Iterative Self-Refinement

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-01T17:29:36.542916Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa7cb22d-bbc6-44e3-a877-cb49f45fe47f · outbound

This paper cites InProceedings of the 64th Annual Meeting of the Association for Computational Linguistics.

Verify, Repair, Repeat, or Stop? Robust Stopping for Noisy Verify-Repair Loops in LLM Agents InProceedings of the 64th Annual Meeting of the Association for Computational Linguistics

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-01T17:29:36.718443Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c0e3dd2-3b2e-4f59-8bd5-b6a7aadf1ec7 · outbound

This paper cites Qwen2.5 Technical Report.

Verify, Repair, Repeat, or Stop? Robust Stopping for Noisy Verify-Repair Loops in LLM Agents Qwen2.5 Technical Report

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-01T17:29:36.793226Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 731dadeb-5be4-479c-ae8b-bc179231c50d · outbound

This paper cites InProceedings of the 2025 Conference on EmpiricalMethodsinNaturalLanguageProcessing,13573– 13587.

Verify, Repair, Repeat, or Stop? Robust Stopping for Noisy Verify-Repair Loops in LLM Agents InProceedings of the 2025 Conference on EmpiricalMethodsinNaturalLanguageProcessing,13573– 13587

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-01T17:29:36.869364Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7de6432c-46c4-449b-aaab-3c62782a9a9c · outbound

This paper cites Scaling Flaws of Verifier-Guided Search in Mathematical Reasoning.

Verify, Repair, Repeat, or Stop? Robust Stopping for Noisy Verify-Repair Loops in LLM Agents Scaling Flaws of Verifier-Guided Search in Mathematical Reasoning

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-01T17:29:36.978463Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 20dcab79-a8fd-40b6-9782-f86d51605ec3 · outbound

This paper cites Solve-Detect-Verify: Inference-Time Scaling with Flexible Generative Verifier.

Verify, Repair, Repeat, or Stop? Robust Stopping for Noisy Verify-Repair Loops in LLM Agents Solve-Detect-Verify: Inference-Time Scaling with Flexible Generative Verifier

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-01T17:29:37.089302Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d902d939-d87a-4853-a133-6dc1e6e52b0b · outbound

This paper cites InProceedingsofthe33rdInternationalConference onMachineLearning,volume48ofProceedingsofMachine Learning Research.

Verify, Repair, Repeat, or Stop? Robust Stopping for Noisy Verify-Repair Loops in LLM Agents InProceedingsofthe33rdInternationalConference onMachineLearning,volume48ofProceedingsofMachine Learning Research

Reference 2016

Resolution: unresolved; no resolver link, observed 2026-08-01T17:29:36.607663Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e5b27311-3f8d-4d51-bc6e-d9297163e5b5 · outbound

This paper cites Program Synthesis with Large Language Models.

Verify, Repair, Repeat, or Stop? Robust Stopping for Noisy Verify-Repair Loops in LLM Agents Program Synthesis with Large Language Models

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-01T17:29:35.656599Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4a5d015e-8006-4014-bedc-6dcdf6ab7921 · outbound

This paper cites Mistral 7B.

Verify, Repair, Repeat, or Stop? Robust Stopping for Noisy Verify-Repair Loops in LLM Agents Mistral 7B

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-01T17:29:36.255727Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2a238890-af07-4032-9c86-99c45d621cd0 · outbound

This paper cites The Llama 3 Herd of Models.

Verify, Repair, Repeat, or Stop? Robust Stopping for Noisy Verify-Repair Loops in LLM Agents The Llama 3 Herd of Models

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-01T17:29:36.028422Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3fc5b034-2a11-4b1f-9d47-f772bdedd386 · outbound

This paper cites InAdvancesinNeuralInformation Processing Systems 38 (NeurIPS 2025).

Verify, Repair, Repeat, or Stop? Robust Stopping for Noisy Verify-Repair Loops in LLM Agents InAdvancesinNeuralInformation Processing Systems 38 (NeurIPS 2025)

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-01T17:29:36.410071Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a7c2b90-cb3d-451d-a5d5-39fdc1cbc7b5 · outbound

This paper cites InMatusevych,Y.;Eryiğit,G.;andAletras,N.,eds., Proceedingsofthe19thConferenceoftheEuropeanChapter oftheAssociationforComputationalLinguistics(Volume5: Industry Track), 927–936.

Verify, Repair, Repeat, or Stop? Robust Stopping for Noisy Verify-Repair Loops in LLM Agents InMatusevych,Y.;Eryiğit,G.;andAletras,N.,eds., Proceedingsofthe19thConferenceoftheEuropeanChapter oftheAssociationforComputationalLinguistics(Volume5: Industry Track), 927–936

Reference 2026

Resolution: unresolved; no resolver link, observed 2026-08-01T17:29:35.762998Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.