Paper Citation Record · LEDGER

TRAIL: Trace Reasoning and Agentic Issue Localization

As of 21 August 2026, this Paper Citation Record lists 20 of 20 outbound references and 40 inbound Pith citation observations for arXiv:2505.08638.

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

pith.paper-citation-record.v1
2505.08638 v3

Coverage vector

measured 20 of 20 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T21:53:03.406662Z

measured 60 of 60 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 40 of 40 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T15:21:10.141337Z

measured 1 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T02:28:24.338817Z

Reference resolution

20 of 20 outbound references displayed

verified exact0
verified fuzzy3
unresolved17
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

0
pith, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation 7e260e76-7c12-488a-8186-674c80ea8d02 · outbound

This paper cites an unresolved cited work.

TRAIL: Trace Reasoning and Agentic Issue Localization Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:53:03.603510Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation fa5e5dac-2331-4399-aea9-3e1b2e54e651 · outbound

This paper cites an unresolved cited work.

TRAIL: Trace Reasoning and Agentic Issue Localization Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-15T21:53:03.376239Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d7057f5f-1441-43d0-a607-f22d688fc9a9 · outbound

This paper cites What is the place where James Bond lives?.

TRAIL: Trace Reasoning and Agentic Issue Localization What is the place where James Bond lives?

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:53:03.586373Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 6833d031-40fa-4a1d-908a-edacf9f5693d · outbound

This paper cites an unresolved cited work.

TRAIL: Trace Reasoning and Agentic Issue Localization Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-15T21:53:03.383559Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f801d2b0-1e96-496f-b758-d82ad455ce6f · outbound

This paper cites Browsing Lost Unformed Recollections: A Benchmark for Tip-of-the-Tongue Search and Reasoning.

TRAIL: Trace Reasoning and Agentic Issue Localization Browsing Lost Unformed Recollections: A Benchmark for Tip-of-the-Tongue Search and Reasoning

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-15T21:53:03.346290Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4d5c8a38-66b4-49bb-b48d-6208ac35bd6b · outbound

This paper cites LiveBench: A Challenging, Contamination-Limited LLM Benchmark.

TRAIL: Trace Reasoning and Agentic Issue Localization LiveBench: A Challenging, Contamination-Limited LLM Benchmark

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-15T21:53:03.350877Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6f4f65f8-5a19-4682-8876-23f6dae12da6 · outbound

This paper cites Agentless: Demystifying LLM-based Software Engineering Agents.

TRAIL: Trace Reasoning and Agentic Issue Localization Agentless: Demystifying LLM-based Software Engineering Agents

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-15T21:53:03.355371Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 18c27ba3-892f-42e5-bf39-4fad9a3ae005 · outbound

This paper cites EPO: Hierarchical LLM Agents with Environment Preference Optimization.

TRAIL: Trace Reasoning and Agentic Issue Localization EPO: Hierarchical LLM Agents with Environment Preference Optimization

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-15T21:53:03.360163Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ef20656a-2727-40a8-95a1-6e9c2ed77931 · outbound

This paper cites Agent-as-a-Judge: Evaluate Agents with Agents.

TRAIL: Trace Reasoning and Agentic Issue Localization Agent-as-a-Judge: Evaluate Agents with Agents

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-15T21:53:03.364060Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c8065edc-e823-4b95-851e-0edf87399268 · outbound

This paper cites low" to.

TRAIL: Trace Reasoning and Agentic Issue Localization low" to

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:53:03.614532Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a4b6dd3b-1752-484e-93bd-1e8286e18599 · outbound

This paper cites an unresolved cited work.

TRAIL: Trace Reasoning and Agentic Issue Localization Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-15T21:53:03.387916Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9245ffc5-4a27-4346-bcff-a9ff76f56562 · outbound

This paper cites an unresolved cited work.

TRAIL: Trace Reasoning and Agentic Issue Localization Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:53:03.563872Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 70174569-ee86-482e-8b15-40338f736d7d · outbound

This paper cites an unresolved cited work.

TRAIL: Trace Reasoning and Agentic Issue Localization Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-15T21:53:03.396049Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d9438bc5-c3eb-4d9b-9085-d4511369eea1 · outbound

This paper cites an unresolved cited work.

TRAIL: Trace Reasoning and Agentic Issue Localization Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:53:03.547679Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 4f6c2725-c470-4a9a-8770-af5ecdd549c3 · outbound

This paper cites an unresolved cited work.

TRAIL: Trace Reasoning and Agentic Issue Localization Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-15T21:53:03.403053Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2066e9bf-3f7a-4d98-8338-56b1fc65ee7f · outbound

This paper cites https://github.com/pydicom/ pydicom/commit/49 a3da4a3d9c24d7e8427a25048a1c7d5c4f7724.

TRAIL: Trace Reasoning and Agentic Issue Localization https://github.com/pydicom/ pydicom/commit/49 a3da4a3d9c24d7e8427a25048a1c7d5c4f7724

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:53:03.530513Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 10ad151a-1467-46ba-b882-f8d606028412 · outbound

This paper cites Imprompter: Tricking LLM Agents into Improper Tool Use.

TRAIL: Trace Reasoning and Agentic Issue Localization Imprompter: Tricking LLM Agents into Improper Tool Use

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-15T21:53:03.337378Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9b330a09-9812-4fa5-a068-dd43e5ab678c · outbound

This paper cites GAIA: a benchmark for General AI Assistants.

TRAIL: Trace Reasoning and Agentic Issue Localization GAIA: a benchmark for General AI Assistants

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-15T21:53:03.341888Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2a2387a8-03ce-4141-a8e2-2e40ad56a68d · outbound

This paper cites SWE-Bench+: Enhanced Coding Benchmark for LLMs.

TRAIL: Trace Reasoning and Agentic Issue Localization SWE-Bench+: Enhanced Coding Benchmark for LLMs

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-15T21:53:03.326117Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 54861a3d-a673-41c5-b71b-e053e16d099b · outbound

This paper cites Interactive Debugging and Steering of Multi-Agent AI Systems.

TRAIL: Trace Reasoning and Agentic Issue Localization Interactive Debugging and Steering of Multi-Agent AI Systems

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-15T21:53:03.333199Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 1481d60f-170e-4994-bb89-02ecd912da0c · inbound

A Survey of Context Engineering for Large Language Models cites this paper.

A Survey of Context Engineering for Large Language Models TRAIL: Trace Reasoning and Agentic Issue Localization

Reference 220

Resolution: metadata mismatch; arxiv_id, observed 2026-05-13T20:58:45.273868Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 1bab987d-1c45-4554-825d-9f5be1c0b9c3 · inbound

Automatic Failure Attribution and Critical Step Prediction Method for Multi-Agent Systems Based on Causal Inference cites this paper.

Automatic Failure Attribution and Critical Step Prediction Method for Multi-Agent Systems Based on Causal Inference TRAIL: Trace Reasoning and Agentic Issue Localization

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-04T20:21:21.784615Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 86331cc3-1c42-43c8-9715-a5c313e971e0 · inbound

Process-Centric Analysis of Agentic Software Systems cites this paper.

Process-Centric Analysis of Agentic Software Systems TRAIL: Trace Reasoning and Agentic Issue Localization

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-05-17T03:18:57.281261Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation f849e8fd-bbef-4113-a6de-1a8291680b2e · inbound

When Agents Fail: A Comprehensive Study of Bugs in LLM Agents with Automated Labeling cites this paper.

When Agents Fail: A Comprehensive Study of Bugs in LLM Agents with Automated Labeling TRAIL: Trace Reasoning and Agentic Issue Localization

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-05-16T11:57:50.122604Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a5360fb5-8a43-42bf-889d-f643300964e0 · inbound

Towards Self-Improving Error Diagnosis in Multi-Agent Systems cites this paper.

Towards Self-Improving Error Diagnosis in Multi-Agent Systems TRAIL: Trace Reasoning and Agentic Issue Localization

Reference 49

Resolution: verified exact; arxiv_id, observed 2026-05-10T11:35:19.330009Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 315c70c9-ccaa-4d84-b445-01649db46560 · inbound

SelfHeal: Empirical Fix Pattern Analysis and Bug Repair in LLM Agents cites this paper.

SelfHeal: Empirical Fix Pattern Analysis and Bug Repair in LLM Agents TRAIL: Trace Reasoning and Agentic Issue Localization

Reference 23

Resolution: verified exact; arxiv_id, observed 2026-05-10T09:33:41.962058Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation d35941d1-1ec4-4c38-954d-c53b35eae6b6 · inbound

AJ-Bench: Benchmarking Agent-as-a-Judge for Environment-Aware Evaluation cites this paper.

AJ-Bench: Benchmarking Agent-as-a-Judge for Environment-Aware Evaluation TRAIL: Trace Reasoning and Agentic Issue Localization

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-05-11T12:11:05.054729Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b4fcd717-343f-41ed-b45e-476405dafc73 · inbound

A pragmatic approach to regulating AI agents cites this paper.

A pragmatic approach to regulating AI agents TRAIL: Trace Reasoning and Agentic Issue Localization

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-05-10T10:04:06.859690Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b8123dec-3779-4209-a789-bb726d83327a · inbound

CUJBench: Benchmarking LLM-Agent on Cross-Modal Failure Diagnosis from Browser to Backend cites this paper.

CUJBench: Benchmarking LLM-Agent on Cross-Modal Failure Diagnosis from Browser to Backend TRAIL: Trace Reasoning and Agentic Issue Localization

Reference 38

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T20:51:13.486151Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 1c053210-4551-4708-a078-ad2703774055 · inbound

PIVOT: Bridging Planning and Execution in LLM Agents via Trajectory Refinement cites this paper.

PIVOT: Bridging Planning and Execution in LLM Agents via Trajectory Refinement TRAIL: Trace Reasoning and Agentic Issue Localization

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-05-13T02:22:06.164068Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation f1878cc8-bbbe-422a-b906-dced773d3dd4 · inbound

AgentLens: Revealing The Lucky Pass Problem in SWE-Agent Evaluation cites this paper.

AgentLens: Revealing The Lucky Pass Problem in SWE-Agent Evaluation TRAIL: Trace Reasoning and Agentic Issue Localization

Reference 9

Resolution: metadata mismatch; arxiv_id, observed 2026-05-14T18:52:35.478485Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 486c2454-68ef-4e46-a418-7c01fc63ed30 · inbound

Holistic Evaluation and Failure Diagnosis of AI Agents cites this paper.

Holistic Evaluation and Failure Diagnosis of AI Agents TRAIL: Trace Reasoning and Agentic Issue Localization

Reference 7

Resolution: metadata mismatch; arxiv_id, observed 2026-05-15T03:19:43.233351Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a66563fb-fa52-4645-844c-1a8ecb15b4cf · inbound

Beyond Individual Intelligence: Surveying Collaboration, Failure Attribution, and Self-Evolution in LLM-based Multi-Agent Systems cites this paper.

Beyond Individual Intelligence: Surveying Collaboration, Failure Attribution, and Self-Evolution in LLM-based Multi-Agent Systems TRAIL: Trace Reasoning and Agentic Issue Localization

Reference 28

Resolution: verified exact; arxiv_id, observed 2026-05-15T03:08:57.851684Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a657135e-a7c0-4d1a-9a24-30504b938c2f · inbound

Beyond Individual Intelligence: Surveying Collaboration, Failure Attribution, and Self-Evolution in LLM-based Multi-Agent Systems cites this paper.

Beyond Individual Intelligence: Surveying Collaboration, Failure Attribution, and Self-Evolution in LLM-based Multi-Agent Systems TRAIL: Trace Reasoning and Agentic Issue Localization

Reference 29

Resolution: verified exact; arxiv_id, observed 2026-05-19T16:52:39.838967Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation c37aeb81-79d9-49be-a3c4-294b86dccc93 · inbound

Insights Generator: Systematic Corpus-Level Trace Diagnostics for LLM Agents cites this paper.

Insights Generator: Systematic Corpus-Level Trace Diagnostics for LLM Agents TRAIL: Trace Reasoning and Agentic Issue Localization

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-05-21T04:23:57.569468Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation d8426634-0b64-445a-b1e6-16774cf0250e · inbound

Insights Generator: Systematic Corpus-Level Trace Diagnostics for LLM Agents cites this paper.

Insights Generator: Systematic Corpus-Level Trace Diagnostics for LLM Agents TRAIL: Trace Reasoning and Agentic Issue Localization

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-05-22T09:51:21.919482Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 721d9b7f-dcd3-47b3-b1c1-0faf9c5b8e3a · inbound

Insights Generator: Systematic Corpus-Level Trace Diagnostics for LLM Agents cites this paper.

Insights Generator: Systematic Corpus-Level Trace Diagnostics for LLM Agents TRAIL: Trace Reasoning and Agentic Issue Localization

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-06-30T17:34:57.665325Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b10f0661-8ef2-4e52-af2a-b0dcb0101662 · inbound

Agentic CLEAR: Automating Multi-Level Evaluation of LLM Agents cites this paper.

Agentic CLEAR: Automating Multi-Level Evaluation of LLM Agents TRAIL: Trace Reasoning and Agentic Issue Localization

Reference 23

Resolution: metadata mismatch; arxiv_id, observed 2026-05-22T06:11:09.334536Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 368f657e-a74f-49ab-bdc8-13189ae472a8 · inbound

TrajAudit: Automated Failure Diagnosis for Agentic Coding Systems cites this paper.

TrajAudit: Automated Failure Diagnosis for Agentic Coding Systems TRAIL: Trace Reasoning and Agentic Issue Localization

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-06-29T16:13:35.839120Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 03616f16-68d4-493a-a18f-f3165bab2fbe · inbound

TrajAudit: Automated Failure Diagnosis for Agentic Coding Systems cites this paper.

TrajAudit: Automated Failure Diagnosis for Agentic Coding Systems TRAIL: Trace Reasoning and Agentic Issue Localization

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-02T13:09:14.301012Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 25689f4e-6378-4fcb-bf3f-8f43173bcec1 · inbound

Agent System Operations: Categorization, Challenges, and Future Directions cites this paper.

Agent System Operations: Categorization, Challenges, and Future Directions TRAIL: Trace Reasoning and Agentic Issue Localization

Reference 125

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T01:16:24.974597Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation eb47e85f-2c1a-41eb-bbc6-211ce48ed019 · inbound

StepFinder: A Temporal Semantic Framework for Failure Attribution in Multi-Agent Systems cites this paper.

StepFinder: A Temporal Semantic Framework for Failure Attribution in Multi-Agent Systems TRAIL: Trace Reasoning and Agentic Issue Localization

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-07-02T03:16:34.042160Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 700d8d71-580f-48e0-aacd-76200d95540f · inbound

From Agent Traces to Trust: A Survey of Evidence Tracing and Execution Provenance in LLM Agents cites this paper.

From Agent Traces to Trust: A Survey of Evidence Tracing and Execution Provenance in LLM Agents TRAIL: Trace Reasoning and Agentic Issue Localization

Reference 36

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T09:16:49.573922Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b4781759-63f1-4b6d-a0e2-851b01526e17 · inbound

From Agent Traces to Trust: A Survey of Evidence Tracing and Execution Provenance in LLM Agents cites this paper.

From Agent Traces to Trust: A Survey of Evidence Tracing and Execution Provenance in LLM Agents TRAIL: Trace Reasoning and Agentic Issue Localization

Reference 36

Resolution: metadata mismatch; arxiv_id, observed 2026-06-30T10:54:37.146413Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 38ee757f-cd3e-4351-8eac-0f713510304c · inbound

Strained Coherence: A Pre-Failure Signal in Coding Agent Execution Trajectories cites this paper.

Strained Coherence: A Pre-Failure Signal in Coding Agent Execution Trajectories TRAIL: Trace Reasoning and Agentic Issue Localization

Reference 3

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T16:57:09.785117Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a04ce67c-3ad4-4aab-96c9-5df883755298 · inbound

Counsel: A Meta-Evaluation Dataset for Agentic Tasks cites this paper.

Counsel: A Meta-Evaluation Dataset for Agentic Tasks TRAIL: Trace Reasoning and Agentic Issue Localization

Reference 4

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T06:49:38.196531Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 4458eec0-ba8c-4a9c-8c93-189a957844a2 · inbound

SAFARI: Scaling Long Horizon Agentic Fault Attribution via Active Investigation cites this paper.

SAFARI: Scaling Long Horizon Agentic Fault Attribution via Active Investigation TRAIL: Trace Reasoning and Agentic Issue Localization

Reference 4

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T17:40:00.452164Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 2bdb1e74-68d7-4631-917c-e3f919193a25 · inbound

Delayed Verification Destabilizes Multi-Agent LLM Belief: Instability Thresholds and Optimal Corrector Placement cites this paper.

Delayed Verification Destabilizes Multi-Agent LLM Belief: Instability Thresholds and Optimal Corrector Placement TRAIL: Trace Reasoning and Agentic Issue Localization

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-07-01T18:55:58.667095Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation d0b2e0e8-5f5a-4f71-94e1-16d00a9c6cc8 · inbound

Refploit: Facilitating Exploit Construction via Code-Agent Trajectory Repair cites this paper.

Refploit: Facilitating Exploit Construction via Code-Agent Trajectory Repair TRAIL: Trace Reasoning and Agentic Issue Localization

Reference 46

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T09:17:48.260021Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 6b336f48-d750-4004-873a-6931b14f96d1 · inbound

Diagnosis-Driven Automatic Repair for Agentic Workflow via Symbolic Inference cites this paper.

Diagnosis-Driven Automatic Repair for Agentic Workflow via Symbolic Inference TRAIL: Trace Reasoning and Agentic Issue Localization

Reference 45

Resolution: unresolved; no resolver link, observed 2026-07-12T06:24:52.086585Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 714b5796-c2f3-4543-91f6-bcdac739593f · inbound

What Resolve Rate Hides: Trajectory Structure Diagnostics for Coding Agents cites this paper.

What Resolve Rate Hides: Trajectory Structure Diagnostics for Coding Agents TRAIL: Trace Reasoning and Agentic Issue Localization

Reference 35

Resolution: metadata mismatch; local_arxiv, observed 2026-07-08T14:25:02.416113Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation f6f45929-993e-4be9-a48c-4afcf92d816a · inbound

DeepStress: Stress-Testing Deep Search Agents cites this paper.

DeepStress: Stress-Testing Deep Search Agents TRAIL: Trace Reasoning and Agentic Issue Localization

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-02T03:23:38.923163Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e21605f3-2b80-4a72-b7be-71e0dcd33e52 · inbound

Fantastic Adaptive Taxonomies and How to Use Them cites this paper.

Fantastic Adaptive Taxonomies and How to Use Them TRAIL: Trace Reasoning and Agentic Issue Localization

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-01T21:14:41.545650Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e9e23f5a-682d-43b6-aadf-25c80588a6d9 · inbound

AgentDebugX: An Open-Source Toolkit for Failure Observability, Attribution, and Recovery in LLM Agents cites this paper.

AgentDebugX: An Open-Source Toolkit for Failure Observability, Attribution, and Recovery in LLM Agents TRAIL: Trace Reasoning and Agentic Issue Localization

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-01T14:28:54.703911Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 81b1725b-3bb1-453d-ad39-0fc3b9d84bbd · inbound

AgentTrails: Towards Trust and Reuse for Agentic Tasks cites this paper.

AgentTrails: Towards Trust and Reuse for Agentic Tasks TRAIL: Trace Reasoning and Agentic Issue Localization

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-01T14:16:59.899437Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 36c5ff14-0e72-461d-a2be-a9f61fbdf582 · inbound

Adversarial Attacks in Multi-Agent LLM Pipelines: Unveiling Structural Vulnerabilities in Agentic AI Architectures cites this paper.

Adversarial Attacks in Multi-Agent LLM Pipelines: Unveiling Structural Vulnerabilities in Agentic AI Architectures TRAIL: Trace Reasoning and Agentic Issue Localization

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-15T15:21:10.141337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a3e682bc-6a56-477b-8050-229d5f06caae · inbound

SkillTV-Bench: Benchmarking How Well Judges Perform on Skill-Augmented Agentic Execution cites this paper.

SkillTV-Bench: Benchmarking How Well Judges Perform on Skill-Augmented Agentic Execution TRAIL: Trace Reasoning and Agentic Issue Localization

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-08T10:20:42.019625Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 44523d77-b0da-4108-b0cf-5c155330b95c · inbound

TRAJDEBUG: Tracing Error Lifecycle to Identify Critical Failures in Long-Horizon Agent Trajectories cites this paper.

TRAJDEBUG: Tracing Error Lifecycle to Identify Critical Failures in Long-Horizon Agent Trajectories TRAIL: Trace Reasoning and Agentic Issue Localization

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T04:49:48.881340Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa34737f-55f2-4d22-8de3-3493053c5be7 · inbound

Online Monitoring and Corrective Steering of Programming Agents cites this paper.

Online Monitoring and Corrective Steering of Programming Agents TRAIL: Trace Reasoning and Agentic Issue Localization

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-15T14:34:39.514330Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 77c48e6d-f1a8-4927-a330-2910b0edecee · inbound

AgentChaos: Chaos Engineering for Agent Systems via Programmatic Fault Injection cites this paper.

AgentChaos: Chaos Engineering for Agent Systems via Programmatic Fault Injection TRAIL: Trace Reasoning and Agentic Issue Localization

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-10T20:52:12.386487Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.