Paper Citation Record · LEDGER

SAMVAD: A Multi-Agent System for Simulating Judicial Deliberation Dynamics in India

As of 19 August 2026, this Paper Citation Record lists 12 of 12 outbound references and 1 inbound Pith citation observation for arXiv:2509.03793.

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

pith.paper-citation-record.v1
2509.03793 v1

Coverage vector

measured 12 of 12 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T10:42:49.097491Z

measured 13 of 13 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-01T01:43:22.805631Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-01T12:45:44.929056Z

Reference resolution

12 of 12 outbound references displayed

verified exact0
verified fuzzy8
unresolved3
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0030c2a3-8501-437d-a910-5323173c16ae · outbound

This paper cites AgentsCourt: Building Judicial Decision-Making Agents with Court Debate Simulation and Legal Knowledge Augmentation.

SAMVAD: A Multi-Agent System for Simulating Judicial Deliberation Dynamics in India AgentsCourt: Building Judicial Decision-Making Agents with Court Debate Simulation and Legal Knowledge Augmentation

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-05T10:42:48.304551Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1b00bf22-e7c8-4736-8db4-74242e599837 · outbound

This paper cites Inferring Dynamic Networks from Marginals with Iterative Proportional Fitting.

SAMVAD: A Multi-Agent System for Simulating Judicial Deliberation Dynamics in India Inferring Dynamic Networks from Marginals with Iterative Proportional Fitting

Reference 2

Resolution: metadata mismatch; local_arxiv, observed 2026-08-05T10:42:49.326259Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation e5fd3d4f-5ad2-4736-b10c-612ea15e0eb7 · outbound

This paper cites LegalBench-RAG: A Benchmark for Retrieval-Augmented Generation in the Legal Domain.

SAMVAD: A Multi-Agent System for Simulating Judicial Deliberation Dynamics in India LegalBench-RAG: A Benchmark for Retrieval-Augmented Generation in the Legal Domain

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-05T10:42:48.460862Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2c6b59a5-f96b-4bf0-b8ea-0a28c8b91d16 · outbound

This paper cites IEEE Transactions on Cognitive and Developmental Systems, 10(3), 514– 529 (2018).

SAMVAD: A Multi-Agent System for Simulating Judicial Deliberation Dynamics in India IEEE Transactions on Cognitive and Developmental Systems, 10(3), 514– 529 (2018)

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T10:42:50.544176Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 69f621be-60ad-4904-854a-c7c3a3d1a49c · outbound

This paper cites In: Proceedings of the 2019 International Conference on Machine Learning and Cy- bernetics (ICMLC), pp.

SAMVAD: A Multi-Agent System for Simulating Judicial Deliberation Dynamics in India In: Proceedings of the 2019 International Conference on Machine Learning and Cy- bernetics (ICMLC), pp

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T10:42:50.374658Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 624133e1-5da5-42ab-9d7d-0ad79eaef464 · outbound

This paper cites Duke Law & Technology Review, 23(1), 1–45 (2023).

SAMVAD: A Multi-Agent System for Simulating Judicial Deliberation Dynamics in India Duke Law & Technology Review, 23(1), 1–45 (2023)

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T10:42:50.219732Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation ca3eb5f6-8967-4034-a10b-81307b8e3b6c · outbound

This paper cites Blind Judgement: Agent-Based Supreme Court Modelling With GPT.

SAMVAD: A Multi-Agent System for Simulating Judicial Deliberation Dynamics in India Blind Judgement: Agent-Based Supreme Court Modelling With GPT

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-05T10:42:48.718653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d29cca33-336b-4306-bc60-ea109c5bd405 · outbound

This paper cites In: Proceedings of the AI for Good Governance (AIGOV) Workshop, CEUR Workshop Proceedings, vol.

SAMVAD: A Multi-Agent System for Simulating Judicial Deliberation Dynamics in India In: Proceedings of the AI for Good Governance (AIGOV) Workshop, CEUR Workshop Proceedings, vol

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T10:42:50.080462Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 2fef859a-8f29-4600-9d56-e1fbd25073a3 · outbound

This paper cites Journal of Legal Analysis, 16(1), 235–262 (2024).

SAMVAD: A Multi-Agent System for Simulating Judicial Deliberation Dynamics in India Journal of Legal Analysis, 16(1), 235–262 (2024)

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T10:42:49.911585Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 30f27a7d-ca19-4b4c-be49-7d6fa8e45ba2 · outbound

This paper cites Bloomsbury Academic (2024).

SAMVAD: A Multi-Agent System for Simulating Judicial Deliberation Dynamics in India Bloomsbury Academic (2024)

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T10:42:49.769832Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 6980773e-a0d6-42d2-b571-70d75c6e2e8e · outbound

This paper cites Loyola of Los Angeles Law Review, 57 (2024).

SAMVAD: A Multi-Agent System for Simulating Judicial Deliberation Dynamics in India Loyola of Los Angeles Law Review, 57 (2024)

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T10:42:49.632237Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 2b92f82c-ee01-469c-86b3-38f0f0ac4d17 · outbound

This paper cites International Journal for Court Administration, 15(1), 1 (2024).

SAMVAD: A Multi-Agent System for Simulating Judicial Deliberation Dynamics in India International Journal for Court Administration, 15(1), 1 (2024)

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T10:42:49.491063Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Pith citing papers

Observation 0adc28db-bc33-4a9e-93c7-33f99d40761c · inbound

Investigating Multi-Agent Deliberation in Law cites this paper.

Investigating Multi-Agent Deliberation in Law SAMVAD: A Multi-Agent System for Simulating Judicial Deliberation Dynamics in India

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-07-01T12:45:44.930867Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.