Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-05T13:20:40.699873Z
Paper Citation Record · LEDGER
L-MARS: Legal Multi-Agent System with Agentic Search and Citation-Faithfulness Audit
As of 21 August 2026, this Paper Citation Record lists 61 of 61 outbound references and 3 inbound Pith citation observations for arXiv:2509.00761.
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 2026-08-20T06:33:59.587034+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-06-29T16:36:09.830236Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-04T20:00:07.738184Z
Reference resolution
61 of 61 outbound references displayed
- verified exact0
- verified fuzzy15
- unresolved46
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation d2a9b29d-6b15-49d1-8015-83c32612b3c4 · outbound
This paper cites GPT-4o System Card.
L-MARS: Legal Multi-Agent System with Agentic Search and Citation-Faithfulness Audit GPT-4o System Card
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T13:20:40.030557Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d5bbeb74-1782-4f2d-91bf-3b4211a3f789 · outbound
This paper cites Salazar-Molina, William A.
L-MARS: Legal Multi-Agent System with Agentic Search and Citation-Faithfulness Audit Salazar-Molina, William A
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T13:20:42.862910Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 7d045bfd-492e-422e-aabc-94921c1bc696 · outbound
This paper cites an unresolved cited work.
L-MARS: Legal Multi-Agent System with Agentic Search and Citation-Faithfulness Audit Unresolved cited work
Reference 3
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T13:20:42.826485Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 611336de-b7fd-4db8-b2ce-86afc5b99344 · outbound
This paper cites Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context.
L-MARS: Legal Multi-Agent System with Agentic Search and Citation-Faithfulness Audit Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T13:20:40.061506Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ef42b738-554f-4449-8772-b998e853f0ad · outbound
This paper cites an unresolved cited work.
L-MARS: Legal Multi-Agent System with Agentic Search and Citation-Faithfulness Audit Unresolved cited work
Reference 5
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T13:20:42.781128Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation c73a4eec-1b79-4b04-a1bb-cc1219f0b89c · outbound
This paper cites LEGAL-BERT: The Muppets straight out of Law School.
L-MARS: Legal Multi-Agent System with Agentic Search and Citation-Faithfulness Audit LEGAL-BERT: The Muppets straight out of Law School
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T13:20:40.088086Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4cf1c160-73f7-409c-ade5-64f8a3506475 · outbound
This paper cites an unresolved cited work.
L-MARS: Legal Multi-Agent System with Agentic Search and Citation-Faithfulness Audit Unresolved cited work
Reference 7
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T13:20:42.745303Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation c4b104e9-c4e9-494e-a0db-fd3af4d762cd · outbound
This paper cites an unresolved cited work.
L-MARS: Legal Multi-Agent System with Agentic Search and Citation-Faithfulness Audit Unresolved cited work
Reference 8
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T13:20:42.711177Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation a630eb59-6afd-4b71-ba17-668694187651 · outbound
This paper cites an unresolved cited work.
L-MARS: Legal Multi-Agent System with Agentic Search and Citation-Faithfulness Audit Unresolved cited work
Reference 9
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T13:20:42.681085Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 941e3497-6522-442b-99c4-1bc4b96615ec · outbound
This paper cites Demonstrate-Search-Predict: Composing retrieval and language models for knowledge-intensive NLP.
L-MARS: Legal Multi-Agent System with Agentic Search and Citation-Faithfulness Audit Demonstrate-Search-Predict: Composing retrieval and language models for knowledge-intensive NLP
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T13:20:40.148292Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2c1c658c-1c18-4181-877b-5c669db27286 · outbound
This paper cites AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation.
L-MARS: Legal Multi-Agent System with Agentic Search and Citation-Faithfulness Audit AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T13:20:40.156658Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b10eed4e-ca0e-4025-be5c-affbf26df883 · outbound
This paper cites an unresolved cited work.
L-MARS: Legal Multi-Agent System with Agentic Search and Citation-Faithfulness Audit Unresolved cited work
Reference 12
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T13:20:42.638442Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation d3b53318-dbd7-4bbe-b8ea-1ef7c7ea912b · outbound
This paper cites Search-o1: Agentic Search-Enhanced Large Reasoning Models.
L-MARS: Legal Multi-Agent System with Agentic Search and Citation-Faithfulness Audit Search-o1: Agentic Search-Enhanced Large Reasoning Models
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T13:20:40.181730Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5b0a8964-8a1d-42bd-a871-5176867790f8 · outbound
This paper cites WebThinker: Empowering Large Reasoning Models with Deep Research Capability.
L-MARS: Legal Multi-Agent System with Agentic Search and Citation-Faithfulness Audit WebThinker: Empowering Large Reasoning Models with Deep Research Capability
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T13:20:40.192567Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation eb1f0442-e41e-485b-9960-178f853579ad · outbound
This paper cites an unresolved cited work.
L-MARS: Legal Multi-Agent System with Agentic Search and Citation-Faithfulness Audit Unresolved cited work
Reference 15
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T13:20:42.594845Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 1453cdde-daf9-4ce8-9207-bc12e6f87fe0 · outbound
This paper cites OpenAI o1 System Card.
L-MARS: Legal Multi-Agent System with Agentic Search and Citation-Faithfulness Audit OpenAI o1 System Card
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T13:20:40.222155Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a64ca889-6392-4fab-9af3-2d170dfbd4c1 · outbound
This paper cites an unresolved cited work.
L-MARS: Legal Multi-Agent System with Agentic Search and Citation-Faithfulness Audit Unresolved cited work
Reference 17
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T13:20:42.563549Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation af07a4b9-59d8-4fe4-ba3c-9270c46f43f2 · outbound
This paper cites Chain-of-Thought Prompting Elicits Reasoning in Large Language Models.
L-MARS: Legal Multi-Agent System with Agentic Search and Citation-Faithfulness Audit Chain-of-Thought Prompting Elicits Reasoning in Large Language Models
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T13:20:40.244423Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bf6dc00e-07ee-4273-910c-31f0e9e6941c · outbound
This paper cites Self-Consistency Improves Chain of Thought Reasoning in Language Models.
L-MARS: Legal Multi-Agent System with Agentic Search and Citation-Faithfulness Audit Self-Consistency Improves Chain of Thought Reasoning in Language Models
Reference 19
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T13:20:40.282627Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 89c6e2da-42fd-4acb-9150-9e9b158b2204 · outbound
This paper cites an unresolved cited work.
L-MARS: Legal Multi-Agent System with Agentic Search and Citation-Faithfulness Audit Unresolved cited work
Reference 20
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T13:20:42.531323Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation da642c05-ee5d-4048-be27-d3e20b2f4e75 · outbound
This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.
L-MARS: Legal Multi-Agent System with Agentic Search and Citation-Faithfulness Audit DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning
Reference 21
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T13:20:40.305708Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 384bee4a-f879-4755-bd09-60bd9391daff · outbound
This paper cites an unresolved cited work.
L-MARS: Legal Multi-Agent System with Agentic Search and Citation-Faithfulness Audit Unresolved cited work
Reference 22
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T13:20:42.507861Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 00c2fa40-9b4c-47f7-b001-636219faa3c3 · outbound
This paper cites Pile of Law: Learning Responsible Data Filtering from the Law and a 256GB Open-Source Legal Dataset.
L-MARS: Legal Multi-Agent System with Agentic Search and Citation-Faithfulness Audit Pile of Law: Learning Responsible Data Filtering from the Law and a 256GB Open-Source Legal Dataset
Reference 23
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T13:20:40.321847Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ee3b4a77-0a4c-47d1-98df-6852fc58664b · outbound
This paper cites an unresolved cited work.
L-MARS: Legal Multi-Agent System with Agentic Search and Citation-Faithfulness Audit Unresolved cited work
Reference 24
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T13:20:42.483500Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 0efc6177-c0c8-4f41-8fd8-c92df459e153 · outbound
This paper cites LegalBench: A Collaboratively Built Benchmark for Measuring Legal Reasoning in Large Language Models.
L-MARS: Legal Multi-Agent System with Agentic Search and Citation-Faithfulness Audit LegalBench: A Collaboratively Built Benchmark for Measuring Legal Reasoning in Large Language Models
Reference 25
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T13:20:40.339812Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c0370e5e-7377-4fb1-869f-6def0da9a179 · outbound
This paper cites an unresolved cited work.
L-MARS: Legal Multi-Agent System with Agentic Search and Citation-Faithfulness Audit Unresolved cited work
Reference 26
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T13:20:42.454859Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation cc9cff5f-b14a-4e0c-bf78-5f7dab5eaac9 · outbound
This paper cites Case law retrieval: problems, methods, challenges and evaluations in the last 20 years.
L-MARS: Legal Multi-Agent System with Agentic Search and Citation-Faithfulness Audit Case law retrieval: problems, methods, challenges and evaluations in the last 20 years
Reference 27
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T13:20:40.363531Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a972e3b8-2916-484f-b7a6-b3313a1e35c1 · outbound
This paper cites Hallucination is Inevitable: An Innate Limitation of Large Language Models.
L-MARS: Legal Multi-Agent System with Agentic Search and Citation-Faithfulness Audit Hallucination is Inevitable: An Innate Limitation of Large Language Models
Reference 28
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T13:20:40.371620Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b085a635-32a2-4499-a734-ab058ab29ef0 · outbound
This paper cites A Survey of Uncertainty Estimation in LLMs: Theory Meets Practice.
L-MARS: Legal Multi-Agent System with Agentic Search and Citation-Faithfulness Audit A Survey of Uncertainty Estimation in LLMs: Theory Meets Practice
Reference 29
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T13:20:40.380380Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation be9283c2-3cab-496a-836f-18c9589803ca · outbound
This paper cites Man- ning, Peter Henderson, and Daniel E.
L-MARS: Legal Multi-Agent System with Agentic Search and Citation-Faithfulness Audit Man- ning, Peter Henderson, and Daniel E
Reference 30
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T13:20:42.418262Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 5e91d544-06eb-43dc-bdd7-df0774a73ba6 · outbound
This paper cites an unresolved cited work.
L-MARS: Legal Multi-Agent System with Agentic Search and Citation-Faithfulness Audit Unresolved cited work
Reference 31
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T13:20:40.393508Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 09ebf120-fb07-420c-b284-d6c182567d21 · outbound
This paper cites ReAct: Synergizing Reasoning and Acting in Language Models.
L-MARS: Legal Multi-Agent System with Agentic Search and Citation-Faithfulness Audit ReAct: Synergizing Reasoning and Acting in Language Models
Reference 32
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T13:20:40.403817Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e42a0015-0f8b-45c5-bbab-687791f1c59d · outbound
This paper cites Agentic Retrieval-Augmented Generation: A Survey on Agentic RAG.
L-MARS: Legal Multi-Agent System with Agentic Search and Citation-Faithfulness Audit Agentic Retrieval-Augmented Generation: A Survey on Agentic RAG
Reference 33
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T13:20:40.410966Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation acbc2c93-73ca-46f6-b8c7-71c146b94dde · outbound
This paper cites Language Models (Mostly) Know What They Know.
L-MARS: Legal Multi-Agent System with Agentic Search and Citation-Faithfulness Audit Language Models (Mostly) Know What They Know
Reference 34
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T13:20:40.419960Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 58b3bfd4-70b9-4836-9a90-e1923cf89627 · outbound
This paper cites CUAD: An Expert-Annotated NLP Dataset for Legal Contract Review.
L-MARS: Legal Multi-Agent System with Agentic Search and Citation-Faithfulness Audit CUAD: An Expert-Annotated NLP Dataset for Legal Contract Review
Reference 35
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T13:20:40.425896Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d1772b72-acad-4f8d-9dcd-ce1448257498 · outbound
This paper cites an unresolved cited work.
L-MARS: Legal Multi-Agent System with Agentic Search and Citation-Faithfulness Audit Unresolved cited work
Reference 36
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T13:20:42.388157Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 85c955b5-03fb-4569-a348-ae5224a24473 · outbound
This paper cites an unresolved cited work.
L-MARS: Legal Multi-Agent System with Agentic Search and Citation-Faithfulness Audit Unresolved cited work
Reference 37
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T13:20:42.358297Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation d286dca9-cb54-4359-9dd2-cc69422b6c85 · outbound
This paper cites an unresolved cited work.
L-MARS: Legal Multi-Agent System with Agentic Search and Citation-Faithfulness Audit Unresolved cited work
Reference 38
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T13:20:42.330801Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation a42709e3-da5b-43b6-bdbb-fba155ae1716 · outbound
This paper cites an unresolved cited work.
L-MARS: Legal Multi-Agent System with Agentic Search and Citation-Faithfulness Audit Unresolved cited work
Reference 39
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T13:20:42.299621Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 97231f02-bc3c-4147-96df-524bb1f45642 · outbound
This paper cites an unresolved cited work.
L-MARS: Legal Multi-Agent System with Agentic Search and Citation-Faithfulness Audit Unresolved cited work
Reference 40
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T13:20:42.261914Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 2e09e1aa-17d0-4b1d-920e-e65d028e1b2f · outbound
This paper cites an unresolved cited work.
L-MARS: Legal Multi-Agent System with Agentic Search and Citation-Faithfulness Audit Unresolved cited work
Reference 41
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T13:20:42.228674Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 4c55fdde-3be6-4434-a508-ba8d36a92ece · outbound
This paper cites Summary Agent Prompt Create a comprehensive answer to the user’s legal question based on the search results.
L-MARS: Legal Multi-Agent System with Agentic Search and Citation-Faithfulness Audit Summary Agent Prompt Create a comprehensive answer to the user’s legal question based on the search results
Reference 42
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T13:20:42.202426Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 20caf914-c54d-46e3-82b3-020972b5dea4 · outbound
This paper cites an unresolved cited work.
L-MARS: Legal Multi-Agent System with Agentic Search and Citation-Faithfulness Audit Unresolved cited work
Reference 43
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T13:20:42.143149Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation e4d191ac-7e83-42f1-b312-f6e3eecd6c14 · outbound
This paper cites an unresolved cited work.
L-MARS: Legal Multi-Agent System with Agentic Search and Citation-Faithfulness Audit Unresolved cited work
Reference 44
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T13:20:42.108803Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 2a64a7e8-7d06-45a8-ba86-2eb6782820c5 · outbound
This paper cites 11 Judge Agent Prompt You are a legal research judge evaluating search results.
L-MARS: Legal Multi-Agent System with Agentic Search and Citation-Faithfulness Audit 11 Judge Agent Prompt You are a legal research judge evaluating search results
Reference 45
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T13:20:42.074194Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 373bc30a-23e1-4967-9ab4-e5c2b1c451c2 · outbound
This paper cites Consider: What was asked? What information was provided? What is still missing?.
L-MARS: Legal Multi-Agent System with Agentic Search and Citation-Faithfulness Audit Consider: What was asked? What information was provided? What is still missing?
Reference 46
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T13:20:42.048820Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation fed2bb34-6d61-4977-9f42-afb774a6d1b6 · outbound
This paper cites an unresolved cited work.
L-MARS: Legal Multi-Agent System with Agentic Search and Citation-Faithfulness Audit Unresolved cited work
Reference 47
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T13:20:42.017574Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation c294d7a2-fed3-4964-bda1-00b86f023605 · outbound
This paper cites an unresolved cited work.
L-MARS: Legal Multi-Agent System with Agentic Search and Citation-Faithfulness Audit Unresolved cited work
Reference 48
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T13:20:41.992630Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 2795890a-0a88-4fb5-8a74-56552d532ddc · outbound
This paper cites No specific jurisdiction mentioned.
L-MARS: Legal Multi-Agent System with Agentic Search and Citation-Faithfulness Audit No specific jurisdiction mentioned
Reference 49
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T13:20:41.956300Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation d5c133a3-4b1b-411e-8c7c-bd718559fb6f · outbound
This paper cites California SB 365 employment arbitration 2025 full text.
L-MARS: Legal Multi-Agent System with Agentic Search and Citation-Faithfulness Audit California SB 365 employment arbitration 2025 full text
Reference 50
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T13:20:41.924613Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation d286065a-2353-4b60-a3dd-96a823b537c0 · outbound
This paper cites Restoring Gold Standard Science.
L-MARS: Legal Multi-Agent System with Agentic Search and Citation-Faithfulness Audit Restoring Gold Standard Science
Reference 51
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T13:20:41.899128Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 57609119-338f-4b1a-b754-c9258c21f56f · outbound
This paper cites New Executive Order on ’Gold Standard Science’: FOIA.
L-MARS: Legal Multi-Agent System with Agentic Search and Citation-Faithfulness Audit New Executive Order on ’Gold Standard Science’: FOIA
Reference 52
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T13:20:41.864223Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation b2cab215-88f7-45d7-9efe-5c293c76536d · outbound
This paper cites Implementing Gold Standard Science.
L-MARS: Legal Multi-Agent System with Agentic Search and Citation-Faithfulness Audit Implementing Gold Standard Science
Reference 53
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T13:20:41.829099Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 8d1955d6-cc3b-4fb0-9b26-ab313b7277a3 · outbound
This paper cites White House OSTP Issues Agency Guidance for Gold.
L-MARS: Legal Multi-Agent System with Agentic Search and Citation-Faithfulness Audit White House OSTP Issues Agency Guidance for Gold
Reference 54
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T13:20:41.801461Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 9c93ef2a-e30c-4d96-bb87-deb15c6a7628 · outbound
This paper cites Federal Agencies Respond to ’Gold Standard Science.
L-MARS: Legal Multi-Agent System with Agentic Search and Citation-Faithfulness Audit Federal Agencies Respond to ’Gold Standard Science
Reference 55
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T13:20:41.771589Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation f3c8e3d9-bc91-4387-9810-0513179f3573 · outbound
This paper cites reasonable period.
L-MARS: Legal Multi-Agent System with Agentic Search and Citation-Faithfulness Audit reasonable period
Reference 56
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T13:20:41.748601Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 45b66b0a-81d9-4cb7-a0b9-a0125829d414 · outbound
This paper cites an unresolved cited work.
L-MARS: Legal Multi-Agent System with Agentic Search and Citation-Faithfulness Audit Unresolved cited work
Reference 57
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T13:20:41.719960Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 68e3feb7-dc90-4ce4-8b0f-6cfff608472f · outbound
This paper cites B.1.2 Why L-MARS Succeeded.
L-MARS: Legal Multi-Agent System with Agentic Search and Citation-Faithfulness Audit B.1.2 Why L-MARS Succeeded
Reference 58
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T13:20:41.696737Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 1d911bfd-2221-4ff6-baab-9ddecb6f29bd · outbound
This paper cites an unresolved cited work.
L-MARS: Legal Multi-Agent System with Agentic Search and Citation-Faithfulness Audit Unresolved cited work
Reference 59
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T13:20:41.673778Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation c4c01af9-76a4-49e5-b4d0-30e7ec70ce62 · outbound
This paper cites an unresolved cited work.
L-MARS: Legal Multi-Agent System with Agentic Search and Citation-Faithfulness Audit Unresolved cited work
Reference 60
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T13:20:41.632530Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 875591f7-ac70-4e38-ab91-ecf6cb645aaf · outbound
This paper cites B.2 Implications for Legal AI Systems This case study highlights several important considerations for legal AI applications.
L-MARS: Legal Multi-Agent System with Agentic Search and Citation-Faithfulness Audit B.2 Implications for Legal AI Systems This case study highlights several important considerations for legal AI applications
Reference 61
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T13:20:41.604811Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Pith citing papers
Observation ba30b4cf-9456-4a58-83df-e0954173af43 · inbound
ClawTrace: Cost-Aware Tracing for LLM Agent Skill Distillation cites this paper.
ClawTrace: Cost-Aware Tracing for LLM Agent Skill Distillation L-MARS: Legal Multi-Agent System with Agentic Search and Citation-Faithfulness Audit
Reference 27
- Resolution
- verified exact
- arxiv_id, observed 2026-07-17T01:20:38.146763Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation f6daadcb-ce4f-4e89-bc05-7219c079b5b3 · inbound
Maat: The Agentic Legal Research Assistant for Competition Protection cites this paper.
Maat: The Agentic Legal Research Assistant for Competition Protection L-MARS: Legal Multi-Agent System with Agentic Search and Citation-Faithfulness Audit
Reference 36
- Resolution
- verified exact
- arxiv_id, observed 2026-07-17T01:20:38.146763Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 920d664b-7dc3-4936-88de-5ee14a800999 · inbound
The Interplay of Harness Design and Post-Training in LLM Agents cites this paper.
The Interplay of Harness Design and Post-Training in LLM Agents L-MARS: Legal Multi-Agent System with Agentic Search and Citation-Faithfulness Audit
Reference 54
- Resolution
- verified exact
- arxiv_id, observed 2026-07-17T01:20:38.146763Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.