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Paper Citation Record · LEDGER

POIROT: Interrogating Agents for Failure Detection in Multi-Agent Systems

As of 10 August 2026, this Paper Citation Record lists 50 of 50 outbound references and 1 inbound Pith citation observation for arXiv:2606.02282.

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

pith.paper-citation-record.v1
2606.02282 v1

Coverage vector

measured 50 of 50 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-28T14:44:21.487169Z

measured 51 of 51 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-02T08:18:04.402438Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

50 of 50 outbound references displayed

  • verified exact9
  • verified fuzzy0
  • unresolved16
  • parse uncertain0
  • malformed identifier2
  • metadata mismatch23

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 5055d1ac-792f-4b40-882b-ecd1eb8675a2 · outbound

This paper cites Llm-based multi-agent systems for software engineering: Literature review, vision, and the road ahead.ACM Trans.Softw.

POIROT: Interrogating Agents for Failure Detection in Multi-Agent Systems Llm-based multi-agent systems for software engineering: Literature review, vision, and the road ahead.ACM Trans.Softw

Reference 1

Resolution
verified exact
doi, observed 2026-06-28T14:52:18.574523Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-06-28T14:44:21.487169Z digest=sha256:33ccfb4e2ad9f052b2fae2a1b45b54df56375f60bcafa0f5135383d3d7345f28

Observation bef5a00d-6046-4430-bdbe-b0ac42afd965 · outbound

This paper cites Vicinagearth1(1), 9 (2024).

POIROT: Interrogating Agents for Failure Detection in Multi-Agent Systems Vicinagearth1(1), 9 (2024)

Reference 2

Resolution
metadata mismatch
doi, observed 2026-06-28T14:52:18.568217Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-06-28T14:44:21.487169Z digest=sha256:43cc0847d1c7e65f5491a910a46edf6f7b9b954c8f1e7efb72feae9effa22c8a

Observation 080d7e5a-dd0a-463c-8c08-4290ce027c0f · outbound

This paper cites In: 20 Rambow, O., Wanner, L., Apidianaki, M., Al-Khalifa, H., Eugenio, B.D., Schockaert, S., Darwish, K., Agarwal, A.

POIROT: Interrogating Agents for Failure Detection in Multi-Agent Systems In: 20 Rambow, O., Wanner, L., Apidianaki, M., Al-Khalifa, H., Eugenio, B.D., Schockaert, S., Darwish, K., Agarwal, A

Reference 3

Resolution
unresolved
no resolver link, observed 2026-06-28T14:44:21.487169Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T14:44:21.487169Z digest=sha256:af807635614e8a8ffdf946f5c2f424a9ce012418c2a9c15f577080f2c3c1e68c

Observation b42f2abe-d2ab-4e83-9a1b-cee4c8f8fd50 · outbound

This paper cites SWE-agent: Agent-Computer Interfaces Enable Automated Software Engineering.

POIROT: Interrogating Agents for Failure Detection in Multi-Agent Systems SWE-agent: Agent-Computer Interfaces Enable Automated Software Engineering

Reference 4

Resolution
metadata mismatch
local_arxiv, observed 2026-07-01T23:06:19.964496Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-06-28T14:44:21.487169Z digest=sha256:f817627084a84e2857f85afc75fb8375b58cb09a5756c44a1f203bb2d5c78f23

Observation bb00e441-200a-4abc-9687-8278951dae2f · outbound

This paper cites DocETL: Agentic Query Rewriting and Evaluation for Complex Document Processing.

POIROT: Interrogating Agents for Failure Detection in Multi-Agent Systems DocETL: Agentic Query Rewriting and Evaluation for Complex Document Processing

Reference 5

Resolution
metadata mismatch
arxiv_id, observed 2026-07-01T23:06:19.946068Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-06-28T14:44:21.487169Z digest=sha256:82354f447abc87e944fc9c8d65e64f807356a106420dfbf9c572bc841d18b7cb

Observation 9af505ca-d080-49f7-95af-858efe16b742 · outbound

This paper cites LLM Multi-Agent Systems: Challenges and Open Problems.

POIROT: Interrogating Agents for Failure Detection in Multi-Agent Systems LLM Multi-Agent Systems: Challenges and Open Problems

Reference 6

Resolution
metadata mismatch
local_arxiv, observed 2026-07-01T23:06:19.903285Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-06-28T14:44:21.487169Z digest=sha256:8c29d84c538df919a1c998327266d45153c8a48ebfd4dedb765af56cbcb35fff

Observation 819e717e-cbcb-4e1c-89e2-7a813005aebb · outbound

This paper cites Multi-Agent Collaboration: Harnessing the Power of Intelligent LLM Agents.

POIROT: Interrogating Agents for Failure Detection in Multi-Agent Systems Multi-Agent Collaboration: Harnessing the Power of Intelligent LLM Agents

Reference 7

Resolution
metadata mismatch
local_arxiv, observed 2026-07-01T23:06:19.955982Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-06-28T14:44:21.487169Z digest=sha256:8e1928508778827978825293accdcc8519cb7d68230422a4a84f582da45f10e1

Observation ab8387b2-9367-44f9-ac1d-c4ba2ef3232d · outbound

This paper cites URL https://www.nature.com/articles/ s41586-024-07930-y.

POIROT: Interrogating Agents for Failure Detection in Multi-Agent Systems URL https://www.nature.com/articles/ s41586-024-07930-y

Reference 8

Resolution
metadata mismatch
doi, observed 2026-06-28T14:52:18.572458Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-06-28T14:44:21.487169Z digest=sha256:85eb480fca8813af37170fea43be1ae488d8e00dfc889fc4aee908361385e454

Observation 5a1396a1-c680-4555-8906-862066218414 · outbound

This paper cites Rethinking the Illusion of Thinking.

POIROT: Interrogating Agents for Failure Detection in Multi-Agent Systems Rethinking the Illusion of Thinking

Reference 9

Resolution
verified exact
arxiv_id, observed 2026-07-01T23:06:19.953276Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-06-28T14:44:21.487169Z digest=sha256:61f5ecb2960b6ae5805c46c45193fe8590d85390c3dea5c98cde910307d2a68e

Observation 4fa3866a-8da6-4d8d-938b-aadfe5d4558f · outbound

This paper cites Farquhar, J.

POIROT: Interrogating Agents for Failure Detection in Multi-Agent Systems Farquhar, J

Reference 10

Resolution
metadata mismatch
doi, observed 2026-06-28T14:52:18.583133Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-06-28T14:44:21.487169Z digest=sha256:ebe9351dd03b1bee6bbebebb8e2b0461dab95fefd60c9794ce420277746ee498

Observation 2316f796-ce99-4cdc-8427-115367973bed · outbound

This paper cites Why Language Models Hallucinate.

POIROT: Interrogating Agents for Failure Detection in Multi-Agent Systems Why Language Models Hallucinate

Reference 11

Resolution
metadata mismatch
local_arxiv, observed 2026-07-01T23:06:19.977845Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-06-28T14:44:21.487169Z digest=sha256:935c0f3cafb9f17dd2fa3bb9e7ed8e105c3c6b48daf1cbd9bc82cd3df6e90cc5

Observation 4621bfd8-f059-4d8d-bf1c-7042dc103122 · outbound

This paper cites Failure modes in LLM systems: A system-level taxonomy for reliable AI applications.

POIROT: Interrogating Agents for Failure Detection in Multi-Agent Systems Failure modes in LLM systems: A system-level taxonomy for reliable AI applications

Reference 12

Resolution
metadata mismatch
arxiv_id, observed 2026-07-01T23:06:19.947079Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-06-28T14:44:21.487169Z digest=sha256:23a1cf461b7373022b467ac558d7e386cb7e1d69efdef326a933c3009946ad02

Observation df30c543-00b4-46cf-9de7-8d4e668bdb15 · outbound

This paper cites A Comprehensive Survey in LLM(-Agent) Full Stack Safety: Data, Training and Deployment.

POIROT: Interrogating Agents for Failure Detection in Multi-Agent Systems A Comprehensive Survey in LLM(-Agent) Full Stack Safety: Data, Training and Deployment

Reference 13

Resolution
metadata mismatch
arxiv_id, observed 2026-07-01T23:06:19.985654Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-06-28T14:44:21.487169Z digest=sha256:48d093045276760c64d62238bb97efbbb67df8cbaa435633df8748427f4f2a31

Observation a9ea9698-29cf-4fc5-8cf3-541bc03ad35a · outbound

This paper cites http://data.europa.eu/eli/reg/2024/1689/oj.

POIROT: Interrogating Agents for Failure Detection in Multi-Agent Systems http://data.europa.eu/eli/reg/2024/1689/oj

Reference 14

Resolution
unresolved
no resolver link, observed 2026-06-28T14:44:21.487169Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T14:44:21.487169Z digest=sha256:d3d8665732181851837b02c008c3895e0011060b6aeb4523d7f126fa7edd86f0

Observation 685bd280-a0d8-406c-a1a0-ce8de7ed8827 · outbound

This paper cites Holistic Evaluation of Language Models.

POIROT: Interrogating Agents for Failure Detection in Multi-Agent Systems Holistic Evaluation of Language Models

Reference 15

Resolution
metadata mismatch
local_arxiv, observed 2026-07-01T23:06:19.949950Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-06-28T14:44:21.487169Z digest=sha256:52c583e64de82a495eb4228ab5ca1757e0ca392dfffec83d6881dbbb54ecb7e0

Observation 7c4d314b-cdf5-40b4-809a-b207d9049004 · outbound

This paper cites A Systematic Survey and Critical Review on Evaluating Large Language Models: Challenges, Limitations, and Recommendations.

POIROT: Interrogating Agents for Failure Detection in Multi-Agent Systems A Systematic Survey and Critical Review on Evaluating Large Language Models: Challenges, Limitations, and Recommendations

Reference 16

Resolution
verified exact
arxiv_id, observed 2026-07-01T23:06:19.951903Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-06-28T14:44:21.487169Z digest=sha256:1918cc7d299049d5b9c4e092d6197b955ef9c4aecd888340686bdebeeb406e54

Observation 31a20018-47ef-4b86-bf25-ec016d05bae2 · outbound

This paper cites https://arxiv.org/abs/2306.

POIROT: Interrogating Agents for Failure Detection in Multi-Agent Systems https://arxiv.org/abs/2306

Reference 17

Resolution
unresolved
no resolver link, observed 2026-06-28T14:44:21.487169Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T14:44:21.487169Z digest=sha256:a1d6df61b54a0780be77a1fb48bad2831ada1a9e3c83cdbaa328acc9f6cda51e

Observation 700d4dda-906a-4678-9e40-2336e54bda8f · outbound

This paper cites npj Health Systems 2, 40 (2025) https://doi.org/10.1038/s44401-025-00043-2.

POIROT: Interrogating Agents for Failure Detection in Multi-Agent Systems npj Health Systems 2, 40 (2025) https://doi.org/10.1038/s44401-025-00043-2

Reference 18

Resolution
verified exact
doi, observed 2026-06-28T14:52:18.580965Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-06-28T14:44:21.487169Z digest=sha256:94778c55d6997f4011fb333506f3f8640a18e6026bcc2a141e952a3c16a5adc9

Observation 873048f8-b33b-4e62-8142-65ffbc3df3ac · outbound

This paper cites 2026 , issn =.

POIROT: Interrogating Agents for Failure Detection in Multi-Agent Systems 2026 , issn =

Reference 19

Resolution
metadata mismatch
arxiv_id, observed 2026-06-28T14:52:18.566058Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-06-28T14:44:21.487169Z digest=sha256:7048312f5f698d474970fb49b625930d3236344ba4afa36a9d6229ba9d9ba6ea

Observation 3fa3cb2b-74dc-44fd-bdc6-2e19064f4eb5 · outbound

This paper cites Constitutional AI: Harmlessness from AI Feedback.

POIROT: Interrogating Agents for Failure Detection in Multi-Agent Systems Constitutional AI: Harmlessness from AI Feedback

Reference 20

Resolution
metadata mismatch
local_arxiv, observed 2026-07-01T23:06:19.969256Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-06-28T14:44:21.487169Z digest=sha256:53ecc1583001df5342cd8e7a545b8edb7d1887a250523025689c87c06e15370e

Observation 7233044c-0e63-43ce-a851-2f150da5f7d3 · outbound

This paper cites Judging the Judges: Evaluating Alignment and Vulnerabilities in LLMs-as-Judges.

POIROT: Interrogating Agents for Failure Detection in Multi-Agent Systems Judging the Judges: Evaluating Alignment and Vulnerabilities in LLMs-as-Judges

Reference 21

Resolution
metadata mismatch
arxiv_id, observed 2026-07-01T23:06:19.960925Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-06-28T14:44:21.487169Z digest=sha256:8731a13edfd5e7a90efe54f3a960a7430d14d14f78341c0e1b2d503c409b7310

Observation 76204d9f-174b-4be3-8dd8-303ec4fa956d · outbound

This paper cites Large Language Models are not Fair Evaluators.

POIROT: Interrogating Agents for Failure Detection in Multi-Agent Systems Large Language Models are not Fair Evaluators

Reference 22

Resolution
verified exact
local_arxiv, observed 2026-07-01T23:06:19.925796Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-06-28T14:44:21.487169Z digest=sha256:eb27bc31d5ef0aaee44ae54dd83009880f31354108d87618183851a462ce1745

Observation 93671f8d-fba3-40da-8712-ac70792a1dda · outbound

This paper cites Prateek Chhikara, Dev Khant, Saket Aryan, Taranjeet Singh, and Deshraj Yadav.

POIROT: Interrogating Agents for Failure Detection in Multi-Agent Systems Prateek Chhikara, Dev Khant, Saket Aryan, Taranjeet Singh, and Deshraj Yadav

Reference 23

Resolution
metadata mismatch
arxiv_id, observed 2026-07-01T23:06:19.982199Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-06-28T14:44:21.487169Z digest=sha256:f4f7efff466498ec2a2a49fc5bea19a43595893fc4f05a5915695eb3d40e0749

Observation 315980d2-35b2-4c66-b9ec-480516efb5c9 · outbound

This paper cites arXiv preprint arXiv:2512.06749 , year=.

POIROT: Interrogating Agents for Failure Detection in Multi-Agent Systems arXiv preprint arXiv:2512.06749 , year=

Reference 24

Resolution
verified exact
arxiv_id, observed 2026-07-01T23:06:19.941569Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-06-28T14:44:21.487169Z digest=sha256:de4d81a490dc02a49d3af1f7314d6469fed769678a27280a775079d81107d63a

Observation 4cd7f753-4201-413a-ba27-6787f0bb1f6e · outbound

This paper cites Self-Refine: Iterative Refinement with Self-Feedback.

POIROT: Interrogating Agents for Failure Detection in Multi-Agent Systems Self-Refine: Iterative Refinement with Self-Feedback

Reference 25

Resolution
metadata mismatch
local_arxiv, observed 2026-07-01T23:06:19.957040Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-06-28T14:44:21.487169Z digest=sha256:5807d089db95c3a17289d8a44d24f2ef06d235f733815fb2d8eaeb55f5034b49

Observation 0417c235-66b6-44a6-b570-a0095f9cdd6d · outbound

This paper cites Chain-of-Verification Reduces Hallucination in Large Language Models.

POIROT: Interrogating Agents for Failure Detection in Multi-Agent Systems Chain-of-Verification Reduces Hallucination in Large Language Models

Reference 26

Resolution
metadata mismatch
local_arxiv, observed 2026-07-01T23:06:19.960172Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-06-28T14:44:21.487169Z digest=sha256:0c0b8fefacf9bfb60298f1ca106d3b04161fa53b48ad1ecfeb0e08c738e581db

Observation 69bcbd02-7da9-4284-8899-87080e11c741 · outbound

This paper cites Louis, G.

POIROT: Interrogating Agents for Failure Detection in Multi-Agent Systems Louis, G

Reference 27

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malformed identifier
doi_truncated, observed 2026-06-28T14:52:18.578425Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-06-28T14:44:21.487169Z digest=sha256:604b5bb1e83dd7bcb975f39d644cc1c00fefcdf42923cf51d4bfb0c3cbc66168

Observation 7418b2a8-7688-4cec-9e5f-fb6e2a460f31 · outbound

This paper cites Humans or LLM s as the Judge? A Study on Judgement Bias.

POIROT: Interrogating Agents for Failure Detection in Multi-Agent Systems Humans or LLM s as the Judge? A Study on Judgement Bias

Reference 28

Resolution
metadata mismatch
doi, observed 2026-06-28T14:52:18.570342Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-06-28T14:44:21.487169Z digest=sha256:c95816f2e6e9ffdabee166186ef9d7330add6c3d2076fcb3d0c4d52e2dfc4ae0

Observation 1a191f59-dbf4-4eaa-8068-87c07f0ad85d · outbound

This paper cites Evaluating LLMs’ assessment of mixed-context hallucination through the lens of summarization.

POIROT: Interrogating Agents for Failure Detection in Multi-Agent Systems Evaluating LLMs’ assessment of mixed-context hallucination through the lens of summarization

Reference 29

Resolution
metadata mismatch
doi, observed 2026-06-28T14:52:18.576656Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-06-28T14:44:21.487169Z digest=sha256:e4d47ab146d38f7a502d3ba9ce6a8b1c6277f08bb06f8b39d6c2742965c31c43

Observation 962780bd-e35e-4e07-b705-746c026de1e3 · outbound

This paper cites Which Agent Causes Task Failures and When? On Automated Failure Attribution of LLM Multi-Agent Systems.

POIROT: Interrogating Agents for Failure Detection in Multi-Agent Systems Which Agent Causes Task Failures and When? On Automated Failure Attribution of LLM Multi-Agent Systems

Reference 30

Resolution
verified exact
arxiv_id, observed 2026-07-01T23:06:19.973490Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-06-28T14:44:21.487169Z digest=sha256:ac8195625889eef320bfeb5544cc052f915b1bff5d2aedf1ec88dacf17c29f64

Observation 13184d36-3d3e-4db6-acf0-ab851b3f207e · outbound

This paper cites TradingAgents: Multi-Agents LLM Financial Trading Framework.

POIROT: Interrogating Agents for Failure Detection in Multi-Agent Systems TradingAgents: Multi-Agents LLM Financial Trading Framework

Reference 31

Resolution
metadata mismatch
arxiv_id, observed 2026-07-01T23:06:19.993900Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-06-28T14:44:21.487169Z digest=sha256:5221e1cb7b8f6ce1b027ac74764e78dc6c1412e3f0fc40605bf20e203bb33377

Observation 859994c3-1ca0-4545-b32b-3e1455ab0487 · outbound

This paper cites The relationship between reasoning and performance in large language models--o3 (mini) thinks harder, not longer.

POIROT: Interrogating Agents for Failure Detection in Multi-Agent Systems The relationship between reasoning and performance in large language models--o3 (mini) thinks harder, not longer

Reference 32

Resolution
metadata mismatch
arxiv_id, observed 2026-07-08T01:18:18.325605Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-06-28T14:44:21.487169Z digest=sha256:45437d15153041ea48e34a02f9a7d0c26cb8cd701b94c8bfaa0cfc5bb3df283c

Observation 96e41e81-cee8-43e2-b53c-cdf18e815c7d · outbound

This paper cites Token-Budget-Aware LLM Reasoning.

POIROT: Interrogating Agents for Failure Detection in Multi-Agent Systems Token-Budget-Aware LLM Reasoning

Reference 33

Resolution
verified exact
arxiv_id, observed 2026-07-01T23:06:19.913499Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-06-28T14:44:21.487169Z digest=sha256:394db6997fb687ae6357801a4c8904fa5fbfbb942d670940b9eecf46de52b124

Observation 1c3edb67-77fd-4f27-8beb-31648f24eee8 · outbound

This paper cites gpt-oss-120b & gpt-oss-20b Model Card.

POIROT: Interrogating Agents for Failure Detection in Multi-Agent Systems gpt-oss-120b & gpt-oss-20b Model Card

Reference 34

Resolution
metadata mismatch
local_arxiv, observed 2026-07-01T23:06:19.931752Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-06-28T14:44:21.487169Z digest=sha256:43d0511a83c15eb685471016a460c5f36343a8791f82e612fdef33bdc9f336f2

Observation 45a4f476-efbe-4977-8d17-b9353774c955 · outbound

This paper cites https://storage.

POIROT: Interrogating Agents for Failure Detection in Multi-Agent Systems https://storage

Reference 35

Resolution
unresolved
no resolver link, observed 2026-06-28T14:44:21.487169Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T14:44:21.487169Z digest=sha256:ea4531202a4ee62865fd10f80e1e53742470123eb0d0f046406c54d16a47bc53

Observation 62bcb056-0dc1-489a-a3ef-03dfc0d047ae · outbound

This paper cites DeepSeek-V3 Technical Report.

POIROT: Interrogating Agents for Failure Detection in Multi-Agent Systems DeepSeek-V3 Technical Report

Reference 36

Resolution
metadata mismatch
local_arxiv, observed 2026-07-01T23:06:19.927773Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-06-28T14:44:21.487169Z digest=sha256:8803fe7352687e050aff61cfe33697d4df3c43753ba4e4f5db15aa7d86301d8e

Observation d16a36ff-ecf8-4bcf-be92-d5e6736c3c01 · outbound

This paper cites https://github.com/langchain-ai/langgraph.

POIROT: Interrogating Agents for Failure Detection in Multi-Agent Systems https://github.com/langchain-ai/langgraph

Reference 37

Resolution
unresolved
no resolver link, observed 2026-06-28T14:44:21.487169Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T14:44:21.487169Z digest=sha256:9909d9273ff8540409eabfd546c11427fc9b0146e36c104284ad010826c7c1ce

Observation f6ed08de-403f-4b21-866c-fa45c81786ee · outbound

This paper cites Dreher, T.

POIROT: Interrogating Agents for Failure Detection in Multi-Agent Systems Dreher, T

Reference 38

Resolution
malformed identifier
arxiv_id, observed 2026-07-01T23:06:19.897464Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-06-28T14:44:21.487169Z digest=sha256:12ab4850273cd45934be59869e2be73218f34e47cefb167951c5eeab2772acf2

Observation 2562ba68-e634-47c4-aee9-65b48b1c1f2f · outbound

This paper cites an unresolved cited work.

POIROT: Interrogating Agents for Failure Detection in Multi-Agent Systems Unresolved cited work

Reference 39

Resolution
verified exact
doi, observed 2026-06-28T14:52:18.584694Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-06-28T14:44:21.487169Z digest=sha256:650969023856a41edbaf63581aaed5375d19ba901f074650dd1ed102508b66d1

Observation 1c78668a-bc9a-4e78-ad3d-ff7707073db0 · outbound

This paper cites an unresolved cited work.

POIROT: Interrogating Agents for Failure Detection in Multi-Agent Systems Unresolved cited work

Reference 40

Resolution
unresolved
no resolver link, observed 2026-06-28T14:44:21.487169Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T14:44:21.487169Z digest=sha256:b5c36b6ec027158ab873f47c756cad0b05b3742a4a99280d645a5d5e3956c507

Observation 7db21ca3-e83e-4db1-aad3-e5563407085c · outbound

This paper cites - This collaborative stage leverages the collective expertise of the agents to detect potential causes and propose solutions.

POIROT: Interrogating Agents for Failure Detection in Multi-Agent Systems - This collaborative stage leverages the collective expertise of the agents to detect potential causes and propose solutions

Reference 41

Resolution
unresolved
no resolver link, observed 2026-06-28T14:44:21.487169Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T14:44:21.487169Z digest=sha256:9cc6710c5047bb6b957effdfd46a8f022ffce1218c64f142acbbe065dc196f83

Observation 1f679d4a-c17e-4e15-baf4-a8f19a2e27b3 · outbound

This paper cites system_name.

POIROT: Interrogating Agents for Failure Detection in Multi-Agent Systems system_name

Reference 42

Resolution
unresolved
no resolver link, observed 2026-06-28T14:44:21.487169Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T14:44:21.487169Z digest=sha256:664ddd1dcc3202f9ac1aa500932edfc4b51241939441dfe9b595853d5d490f42

Observation 70c429da-668e-46ae-a8d2-c5da6c0e887d · outbound

This paper cites Pointing out any possible mistakes, flaws or problems that could have caused the incident.

POIROT: Interrogating Agents for Failure Detection in Multi-Agent Systems Pointing out any possible mistakes, flaws or problems that could have caused the incident

Reference 43

Resolution
unresolved
no resolver link, observed 2026-06-28T14:44:21.487169Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T14:44:21.487169Z digest=sha256:1876900b9e8b5732086fb396a33cd29a11ea3b70aec17c019d2e397c712c4476

Observation dd3149c0-c0f9-4fe4-ab43-bc154c2de4ad · outbound

This paper cites This collaborative approach aims to leverage the collective expertise of the team to identify potential causes and solutions.

POIROT: Interrogating Agents for Failure Detection in Multi-Agent Systems This collaborative approach aims to leverage the collective expertise of the team to identify potential causes and solutions

Reference 44

Resolution
unresolved
no resolver link, observed 2026-06-28T14:44:21.487169Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T14:44:21.487169Z digest=sha256:394c5cbc08ff41ebf87580abb6e4af6e6da4d49883e7602eeffa5d1c30d9364a

Observation 30e4e247-d152-47ff-9410-db226dfd1f93 · outbound

This paper cites this agent behaved anomalously.

POIROT: Interrogating Agents for Failure Detection in Multi-Agent Systems this agent behaved anomalously

Reference 45

Resolution
unresolved
no resolver link, observed 2026-06-28T14:44:21.487169Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T14:44:21.487169Z digest=sha256:c645dc283831f6225c4f8693b5becdb518667ac240558cda19d3932734dbf4b7

Observation d86b63fa-ff7b-424e-93e2-f0a51fe20c61 · outbound

This paper cites an unresolved cited work.

POIROT: Interrogating Agents for Failure Detection in Multi-Agent Systems Unresolved cited work

Reference 46

Resolution
unresolved
no resolver link, observed 2026-06-28T14:44:21.487169Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T14:44:21.487169Z digest=sha256:e4877294713c770eec7ebf59f1cc47944f3bcbacbcbee85b7ff2e6fd56681f1e

Observation 28b3eb56-a351-4eb4-86c6-2fea78a1beaf · outbound

This paper cites an unresolved cited work.

POIROT: Interrogating Agents for Failure Detection in Multi-Agent Systems Unresolved cited work

Reference 47

Resolution
unresolved
no resolver link, observed 2026-06-28T14:44:21.487169Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T14:44:21.487169Z digest=sha256:9ed88d61422d249c15198b02092ffdf789d18c574dc0ed66c6f124bd6e927bcc

Observation e5baede4-aa4d-42c3-86db-3da82c06080e · outbound

This paper cites hazard_vector.

POIROT: Interrogating Agents for Failure Detection in Multi-Agent Systems hazard_vector

Reference 48

Resolution
unresolved
no resolver link, observed 2026-06-28T14:44:21.487169Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T14:44:21.487169Z digest=sha256:191cef5c953045164755aa36822e21b2847134af12bb3835403b4c3e815bce51

Observation a80b5a57-31a5-491c-9d88-3b1a7af485d3 · outbound

This paper cites an unresolved cited work.

POIROT: Interrogating Agents for Failure Detection in Multi-Agent Systems Unresolved cited work

Reference 49

Resolution
unresolved
no resolver link, observed 2026-06-28T14:44:21.487169Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T14:44:21.487169Z digest=sha256:383b8820c97ed067827f53813bc78c4530d2c85fc1117cd5d6b2c71a0ab630e5

Observation 026b1975-8f70-4c70-8c0c-68964c6399a6 · outbound

This paper cites hazard_vector.

POIROT: Interrogating Agents for Failure Detection in Multi-Agent Systems hazard_vector

Reference 50

Resolution
unresolved
no resolver link, observed 2026-06-28T14:44:21.487169Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T14:44:21.487169Z digest=sha256:a1f5b8ee152c6fbf24c1c7d59d936fb14961af93e808d7857bc77958cece4b89

Pith citing papers

Observation f3d74e3f-40a8-4ca9-8651-9f77e3e35274 · inbound

Doomed from the Start: Early Abort of LLM Agent Episodes via a Recall-Controlled Probe Cascade cites this paper.

Doomed from the Start: Early Abort of LLM Agent Episodes via a Recall-Controlled Probe Cascade POIROT: Interrogating Agents for Failure Detection in Multi-Agent Systems

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-02T08:18:04.402438Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T08:18:04.402438Z digest=sha256:ac89c83ca38753dfa620876c34c232fe50caf94287fe5db083deb67d78a5d3ad