Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-15T06:01:27.179981Z
Paper Citation Record · LEDGER
MASPrism: Lightweight Failure Attribution for Multi-Agent Systems Using Prefill-Stage Signals
As of 14 August 2026, this Paper Citation Record lists 52 of 52 outbound references and 1 inbound Pith citation observation for arXiv:2605.07509.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-05-20T12:57:19.545442Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-05-20T12:58:17.678638Z
Reference resolution
52 of 52 outbound references displayed
- verified exact21
- verified fuzzy9
- unresolved15
- parse uncertain0
- malformed identifier1
- metadata mismatch6
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 552273c7-2d4c-4f16-b3b1-417fa996d6ee · outbound
This paper cites URL https://www.sciencedirect.com/science/ article/pii/S0164121209001319.
MASPrism: Lightweight Failure Attribution for Multi-Agent Systems Using Prefill-Stage Signals URL https://www.sciencedirect.com/science/ article/pii/S0164121209001319
Reference 1
- Resolution
- verified exact
- doi, observed 2026-05-15T06:05:06.118765Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 76ae7536-deba-43de-8326-82bf724396a8 · outbound
This paper cites Gulavani, Alexey Tumanov, and Ramachandran Ramjee.
MASPrism: Lightweight Failure Attribution for Multi-Agent Systems Using Prefill-Stage Signals Gulavani, Alexey Tumanov, and Ramachandran Ramjee
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-15T06:39:50.593556Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation efb27e51-1888-4f81-909e-90a4922aaaf0 · outbound
This paper cites an unresolved cited work.
MASPrism: Lightweight Failure Attribution for Multi-Agent Systems Using Prefill-Stage Signals Unresolved cited work
Reference 3
- Resolution
- unresolved
- raw_fallback, observed 2026-05-15T06:39:50.549849Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 965932bb-0e81-4ff4-9de9-bc9477b70431 · outbound
This paper cites 2025.IRFuzzer: Specialized Fuzzing for LLVM Backend Code Generation.
MASPrism: Lightweight Failure Attribution for Multi-Agent Systems Using Prefill-Stage Signals 2025.IRFuzzer: Specialized Fuzzing for LLVM Backend Code Generation
Reference 4
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-15T06:05:06.240397Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 31ac5408-a926-4ae4-b9d9-85d380a50143 · outbound
This paper cites Bridging research and practice in simulation-based testing of industrial robot navigation systems.
MASPrism: Lightweight Failure Attribution for Multi-Agent Systems Using Prefill-Stage Signals Bridging research and practice in simulation-based testing of industrial robot navigation systems
Reference 5
- Resolution
- verified exact
- arxiv_id, observed 2026-05-15T06:05:06.113882Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation c9d1def4-33c6-41ed-a773-d135a7866178 · outbound
This paper cites an unresolved cited work.
MASPrism: Lightweight Failure Attribution for Multi-Agent Systems Using Prefill-Stage Signals Unresolved cited work
Reference 6
- Resolution
- unresolved
- raw_fallback, observed 2026-05-15T06:39:50.598688Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation a3d3b84d-3395-4cbf-9e75-ee0f769df66b · outbound
This paper cites Gonzalez, and Ion Stoica.
MASPrism: Lightweight Failure Attribution for Multi-Agent Systems Using Prefill-Stage Signals Gonzalez, and Ion Stoica
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-15T06:39:50.582941Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 6254dd57-8bd4-415e-ba1e-f8faf779f558 · outbound
This paper cites an unresolved cited work.
MASPrism: Lightweight Failure Attribution for Multi-Agent Systems Using Prefill-Stage Signals Unresolved cited work
Reference 8
- Resolution
- verified exact
- arxiv_id, observed 2026-05-15T06:05:06.217256Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation d841de74-a8a1-4206-aa79-1d3757d49480 · outbound
This paper cites Tenenbaum, and Igor Mordatch.
MASPrism: Lightweight Failure Attribution for Multi-Agent Systems Using Prefill-Stage Signals Tenenbaum, and Igor Mordatch
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-15T06:39:50.556068Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation e8102827-0ae1-4203-a197-335343fefdaf · outbound
This paper cites an unresolved cited work.
MASPrism: Lightweight Failure Attribution for Multi-Agent Systems Using Prefill-Stage Signals Unresolved cited work
Reference 11
- Resolution
- unresolved
- raw_fallback, observed 2026-05-15T06:39:50.571387Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 0bd4dbc8-6553-4bd9-827a-e9b7c96d80aa · outbound
This paper cites an unresolved cited work.
MASPrism: Lightweight Failure Attribution for Multi-Agent Systems Using Prefill-Stage Signals Unresolved cited work
Reference 12
- Resolution
- unresolved
- raw_fallback, observed 2026-05-15T06:39:50.560195Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation e0582b98-3faf-42c9-8d74-50b55ea25bc7 · outbound
This paper cites arXiv:2412.03905 doi:10.48550/ARXIV.2412.03905.
MASPrism: Lightweight Failure Attribution for Multi-Agent Systems Using Prefill-Stage Signals arXiv:2412.03905 doi:10.48550/ARXIV.2412.03905
Reference 13
- Resolution
- verified exact
- arxiv_id, observed 2026-05-15T06:05:06.107827Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 025f63d0-1961-42e6-bd30-bb0dc6bd3c18 · outbound
This paper cites Magentic-One: A Generalist Multi-Agent System for Solving Complex Tasks.
MASPrism: Lightweight Failure Attribution for Multi-Agent Systems Using Prefill-Stage Signals Magentic-One: A Generalist Multi-Agent System for Solving Complex Tasks
Reference 14
- Resolution
- verified exact
- arxiv_id, observed 2026-05-16T18:49:38.916324Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 4df2ecf3-7575-4264-bf85-f286368f3a80 · outbound
This paper cites LLM Multi-Agent Systems: Challenges and Open Problems.
MASPrism: Lightweight Failure Attribution for Multi-Agent Systems Using Prefill-Stage Signals LLM Multi-Agent Systems: Challenges and Open Problems
Reference 16
- Resolution
- verified exact
- arxiv_id, observed 2026-05-17T10:23:05.283434Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 6be343be-4985-42e9-958e-b94108b3b501 · outbound
This paper cites an unresolved cited work.
MASPrism: Lightweight Failure Attribution for Multi-Agent Systems Using Prefill-Stage Signals Unresolved cited work
Reference 17
- Resolution
- unresolved
- raw_fallback, observed 2026-05-15T06:39:50.533301Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 834270e1-3e74-4fd7-ada9-6a2f35c0334e · outbound
This paper cites & Pradel, M.
MASPrism: Lightweight Failure Attribution for Multi-Agent Systems Using Prefill-Stage Signals & Pradel, M
Reference 18
- Resolution
- verified exact
- arxiv_id, observed 2026-05-15T06:05:06.175599Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 9717ca98-b61f-4a6a-a6ca-cbf70c137e2f · outbound
This paper cites Rethinking failure attribution in multi-agent systems: A multi-perspective benchmark and evaluation.
MASPrism: Lightweight Failure Attribution for Multi-Agent Systems Using Prefill-Stage Signals Rethinking failure attribution in multi-agent systems: A multi-perspective benchmark and evaluation
Reference 19
- Resolution
- verified exact
- arxiv_id, observed 2026-05-15T06:05:06.141271Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation baa979bc-ae10-4397-b8da-c730b5085549 · outbound
This paper cites doi:10.18653/v1/2024.acl-long.269.
MASPrism: Lightweight Failure Attribution for Multi-Agent Systems Using Prefill-Stage Signals doi:10.18653/v1/2024.acl-long.269
Reference 20
- Resolution
- metadata mismatch
- doi, observed 2026-05-15T06:05:06.100961Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 2314a75e-b663-4df8-a103-d3caea4f92ff · outbound
This paper cites A ttention is not E xplanation.
MASPrism: Lightweight Failure Attribution for Multi-Agent Systems Using Prefill-Stage Signals A ttention is not E xplanation
Reference 21
- Resolution
- verified exact
- doi, observed 2026-05-15T06:05:06.228646Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 3ca4d6c4-4399-44f0-ae00-ae1fc3a8190b · outbound
This paper cites Jimenez, John Yang, Alexander Wettig, Shunyu Yao, Kexin Pei, Ofir Press, and Karthik R.
MASPrism: Lightweight Failure Attribution for Multi-Agent Systems Using Prefill-Stage Signals Jimenez, John Yang, Alexander Wettig, Shunyu Yao, Kexin Pei, Ofir Press, and Karthik R
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-15T06:39:50.537793Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation e2e26492-a205-4d0c-a03d-b17d3fe5aef3 · outbound
This paper cites and Sahraoui, H.
MASPrism: Lightweight Failure Attribution for Multi-Agent Systems Using Prefill-Stage Signals and Sahraoui, H
Reference 24
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-15T06:05:06.162000Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 0a3398cd-e51f-4e81-a2a4-2011bcc2bcb8 · outbound
This paper cites A quantitative and qualitative evaluation of llm-based explainable fault localization.
MASPrism: Lightweight Failure Attribution for Multi-Agent Systems Using Prefill-Stage Signals A quantitative and qualitative evaluation of llm-based explainable fault localization
Reference 25
- Resolution
- verified exact
- doi, observed 2026-05-15T06:05:06.145281Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 09775fc7-d9d5-4a27-8a41-7c69cb732835 · outbound
This paper cites Abdelfattah, and Alexander M Rush.
MASPrism: Lightweight Failure Attribution for Multi-Agent Systems Using Prefill-Stage Signals Abdelfattah, and Alexander M Rush
Reference 26
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-15T06:39:50.545255Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 1d0c9452-4c1d-4609-a2b4-debab6a665c7 · outbound
This paper cites an unresolved cited work.
MASPrism: Lightweight Failure Attribution for Multi-Agent Systems Using Prefill-Stage Signals Unresolved cited work
Reference 27
- Resolution
- unresolved
- raw_fallback, observed 2026-05-15T06:39:50.576939Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 091c8d9c-e9db-4329-bddc-5dde160d7f27 · outbound
This paper cites an unresolved cited work.
MASPrism: Lightweight Failure Attribution for Multi-Agent Systems Using Prefill-Stage Signals Unresolved cited work
Reference 28
- Resolution
- unresolved
- raw_fallback, observed 2026-05-15T06:39:50.650765Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 2bf06214-e6a4-4ead-869d-c5b66983a9e9 · outbound
This paper cites Liu, Kevin Lin, John Hewitt, Ashwin Paranjape, Michele Bevilacqua, Fabio Petroni, and Percy Liang.
MASPrism: Lightweight Failure Attribution for Multi-Agent Systems Using Prefill-Stage Signals Liu, Kevin Lin, John Hewitt, Ashwin Paranjape, Michele Bevilacqua, Fabio Petroni, and Percy Liang
Reference 29
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-15T06:39:50.646535Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation aedec929-107c-4b63-9899-e07df147ed0a · outbound
This paper cites an unresolved cited work.
MASPrism: Lightweight Failure Attribution for Multi-Agent Systems Using Prefill-Stage Signals Unresolved cited work
Reference 30
- Resolution
- verified exact
- arxiv_id, observed 2026-05-15T06:05:06.135446Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation bbf09954-b9b1-4576-bbfa-9b83203e4e4d · outbound
This paper cites an unresolved cited work.
MASPrism: Lightweight Failure Attribution for Multi-Agent Systems Using Prefill-Stage Signals Unresolved cited work
Reference 31
- Resolution
- unresolved
- raw_fallback, observed 2026-05-15T06:39:50.661711Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 70b534fb-9c89-40a0-bbe3-77c6a6dd833b · outbound
This paper cites C hat D ev: Communicative Agents for Software Development.
MASPrism: Lightweight Failure Attribution for Multi-Agent Systems Using Prefill-Stage Signals C hat D ev: Communicative Agents for Software Development
Reference 32
- Resolution
- verified exact
- doi, observed 2026-05-15T06:05:06.200304Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 5daa4997-3335-4f15-891f-97ffb19efb82 · outbound
This paper cites Prefill-as-a-Service: KVCache of Next-Generation Models Could Go Cross-Datacenter.
MASPrism: Lightweight Failure Attribution for Multi-Agent Systems Using Prefill-Stage Signals Prefill-as-a-Service: KVCache of Next-Generation Models Could Go Cross-Datacenter
Reference 33
- Resolution
- verified exact
- local_arxiv, observed 2026-05-15T06:05:06.990356Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 37701bd7-4570-469d-9c56-cea0ac9af1aa · outbound
This paper cites an unresolved cited work.
MASPrism: Lightweight Failure Attribution for Multi-Agent Systems Using Prefill-Stage Signals Unresolved cited work
Reference 34
- Resolution
- unresolved
- raw_fallback, observed 2026-05-15T06:39:50.665566Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation e481ddb3-324f-4f42-8692-525770a3eaf1 · outbound
This paper cites author Li, W.
MASPrism: Lightweight Failure Attribution for Multi-Agent Systems Using Prefill-Stage Signals author Li, W
Reference 35
- Resolution
- verified exact
- arxiv_id, observed 2026-05-15T06:05:06.183095Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation e62c1b73-f366-4085-9132-b2035f752496 · outbound
This paper cites Adaptive In-conversation Team Building for Language Model Agents.
MASPrism: Lightweight Failure Attribution for Multi-Agent Systems Using Prefill-Stage Signals Adaptive In-conversation Team Building for Language Model Agents
Reference 36
- Resolution
- verified exact
- arxiv_id, observed 2026-05-15T06:05:06.196427Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 47194d0e-2419-4d8d-ae12-d0eeecca5953 · outbound
This paper cites Gomez, Lukasz Kaiser, and Illia Polosukhin.
MASPrism: Lightweight Failure Attribution for Multi-Agent Systems Using Prefill-Stage Signals Gomez, Lukasz Kaiser, and Illia Polosukhin
Reference 37
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-15T06:39:50.668764Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 033e7eab-bc56-48ac-ba84-7c1f95397f88 · outbound
This paper cites Multilingual Knowledge Graph Completion with Self-Supervised Adaptive Graph Alignment.
MASPrism: Lightweight Failure Attribution for Multi-Agent Systems Using Prefill-Stage Signals Multilingual Knowledge Graph Completion with Self-Supervised Adaptive Graph Alignment
Reference 38
- Resolution
- malformed identifier
- doi_truncated, observed 2026-05-15T06:05:06.156425Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation edc8a136-9785-4613-ba7c-aee69b5ac809 · outbound
This paper cites an unresolved cited work.
MASPrism: Lightweight Failure Attribution for Multi-Agent Systems Using Prefill-Stage Signals Unresolved cited work
Reference 39
- Resolution
- unresolved
- raw_fallback, observed 2026-05-15T06:39:50.672772Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 33093163-d954-45fd-b669-f1f6eb2cfe17 · outbound
This paper cites arXiv preprint arXiv:2509.10401 , year=.
MASPrism: Lightweight Failure Attribution for Multi-Agent Systems Using Prefill-Stage Signals arXiv preprint arXiv:2509.10401 , year=
Reference 40
- Resolution
- verified exact
- arxiv_id, observed 2026-05-15T06:05:06.124403Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 14a30f1f-78a0-4cc3-9513-640b7471df00 · outbound
This paper cites Attention is not not explanation.
MASPrism: Lightweight Failure Attribution for Multi-Agent Systems Using Prefill-Stage Signals Attention is not not explanation
Reference 41
- Resolution
- verified exact
- doi, observed 2026-05-15T06:05:06.233504Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation fd3e0d49-bcc2-43f1-8bdf-17477fb9c162 · outbound
This paper cites AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation.
MASPrism: Lightweight Failure Attribution for Multi-Agent Systems Using Prefill-Stage Signals AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation
Reference 42
- Resolution
- verified exact
- local_arxiv, observed 2026-05-15T06:05:06.129762Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation b8dcec6f-b9f3-4849-861d-83c4aabf0685 · outbound
This paper cites Demystifying llm-based software engineering agents.
MASPrism: Lightweight Failure Attribution for Multi-Agent Systems Using Prefill-Stage Signals Demystifying llm-based software engineering agents
Reference 43
- Resolution
- verified exact
- doi, observed 2026-05-15T06:05:06.204658Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 420beb52-9aa5-4c09-b3df-6005ae0ede3a · outbound
This paper cites InProceedings of the 33rd ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA 2024).
MASPrism: Lightweight Failure Attribution for Multi-Agent Systems Using Prefill-Stage Signals InProceedings of the 33rd ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA 2024)
Reference 44
- Resolution
- verified exact
- arxiv_id, observed 2026-05-15T06:05:06.151889Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation a4ccce34-bbc1-42f1-9259-8a307bbd66d5 · outbound
This paper cites an unresolved cited work.
MASPrism: Lightweight Failure Attribution for Multi-Agent Systems Using Prefill-Stage Signals Unresolved cited work
Reference 45
- Resolution
- unresolved
- raw_fallback, observed 2026-05-15T06:39:50.633132Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 2d206434-b947-426a-afb1-f272ad07437d · outbound
This paper cites an unresolved cited work.
MASPrism: Lightweight Failure Attribution for Multi-Agent Systems Using Prefill-Stage Signals Unresolved cited work
Reference 46
- Resolution
- unresolved
- raw_fallback, observed 2026-05-15T06:39:50.639229Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 55aa6e4c-9c19-4a14-9514-1330207af656 · outbound
This paper cites Dataflow analysis-inspired deep learning for efficient vulnerability detection.
MASPrism: Lightweight Failure Attribution for Multi-Agent Systems Using Prefill-Stage Signals Dataflow analysis-inspired deep learning for efficient vulnerability detection
Reference 47
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-15T06:05:06.251823Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 06faa1dd-1919-44f7-a220-bd3608267b18 · outbound
This paper cites Jimenez, Alexander Wettig, Kilian Lieret, Shunyu Yao, Karthik Narasimhan, and Ofir Press.
MASPrism: Lightweight Failure Attribution for Multi-Agent Systems Using Prefill-Stage Signals Jimenez, Alexander Wettig, Kilian Lieret, Shunyu Yao, Karthik Narasimhan, and Ofir Press
Reference 48
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-15T06:39:50.628496Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 0c2963f1-40d3-4a99-a64d-5ed6c4640eff · outbound
This paper cites $\tau$-bench: A Benchmark for Tool-Agent-User Interaction in Real-World Domains.
MASPrism: Lightweight Failure Attribution for Multi-Agent Systems Using Prefill-Stage Signals $\tau$-bench: A Benchmark for Tool-Agent-User Interaction in Real-World Domains
Reference 49
- Resolution
- verified exact
- local_arxiv, observed 2026-05-15T06:05:06.245852Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 92175e9e-dc5c-4d97-bcc9-c4a4583555bc · outbound
This paper cites Narasimhan, and Yuan Cao.
MASPrism: Lightweight Failure Attribution for Multi-Agent Systems Using Prefill-Stage Signals Narasimhan, and Yuan Cao
Reference 50
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-15T06:39:50.622599Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation e65fe52b-765d-4199-a511-3500c6773f34 · outbound
This paper cites Xpert: Empowering incident management with query recommendations via large language models.
MASPrism: Lightweight Failure Attribution for Multi-Agent Systems Using Prefill-Stage Signals Xpert: Empowering incident management with query recommendations via large language models
Reference 51
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-15T06:05:06.223697Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 37644184-025e-4c34-9c38-2f79119ba76c · outbound
This paper cites an unresolved cited work.
MASPrism: Lightweight Failure Attribution for Multi-Agent Systems Using Prefill-Stage Signals Unresolved cited work
Reference 52
- Resolution
- unresolved
- raw_fallback, observed 2026-05-15T06:39:50.610154Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 4735d5c5-2358-4fce-b93b-b93b1694592d · outbound
This paper cites an unresolved cited work.
MASPrism: Lightweight Failure Attribution for Multi-Agent Systems Using Prefill-Stage Signals Unresolved cited work
Reference 53
- Resolution
- unresolved
- raw_fallback, observed 2026-05-15T06:39:50.602659Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 12e8355c-4ec4-4060-a1dc-ce6bb7c8b4b7 · outbound
This paper cites In Proceedings of the 33rd ACM SIGSOFT International Symposium on Software Testing and Analysis (Vienna, Austria) (ISSTA 2024).
MASPrism: Lightweight Failure Attribution for Multi-Agent Systems Using Prefill-Stage Signals In Proceedings of the 33rd ACM SIGSOFT International Symposium on Software Testing and Analysis (Vienna, Austria) (ISSTA 2024)
Reference 54
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-15T06:05:06.190091Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation f260dc4c-9653-4ced-ba4e-54489fb97ce6 · outbound
This paper cites an unresolved cited work.
MASPrism: Lightweight Failure Attribution for Multi-Agent Systems Using Prefill-Stage Signals Unresolved cited work
Reference 55
- Resolution
- unresolved
- raw_fallback, observed 2026-05-15T06:39:50.616657Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Pith citing papers
Observation f6f32d16-432b-4279-98f5-d73220035e79 · inbound
VerifyMAS: Hypothesis Verification for Failure Attribution in LLM Multi-Agent Systems cites this paper.
VerifyMAS: Hypothesis Verification for Failure Attribution in LLM Multi-Agent Systems MASPrism: Lightweight Failure Attribution for Multi-Agent Systems Using Prefill-Stage Signals
Reference 18
- Resolution
- verified exact
- local_arxiv, observed 2026-05-20T12:58:17.681267Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.