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Paper Citation Record · LEDGER

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

As of 9 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 2026-08-09T06:31:02.800959+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.

source=pdf_text observed=2026-08-05T10:42:48.304551Z digest=sha256:e9822f1d07d36f575f759249749ed31f6057a0eaf4d647de7368ce0947a86516

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T10:42:48.375199Z digest=sha256:6f90960632c429549ff0406510eb4318bb3c2caebb3200f195f9bd5b5fbbad9e

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.

source=pdf_text observed=2026-08-05T10:42:48.460862Z digest=sha256:109f7bd019a81492214e2bcf2bb28b734d6ec5f9b63e5a9a0ad6a4a87ce89374

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T10:42:48.526381Z digest=sha256:11e765008f10b1bc50c80b0c6de330c8bddc8888a00496d6c6628b16f82b7b0a

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T10:42:48.592976Z digest=sha256:9ff14c94749470c0f83a2b0720ec6016488ce46e2ec34af7741249cc637a5fbc

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T10:42:48.656086Z digest=sha256:a348f566bb8e69e7c77732def5b81c018fc1b30b52745ecdedfaa78bc940370e

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.

source=pdf_text observed=2026-08-05T10:42:48.718653Z digest=sha256:76b3b610290e8e1677dd9124118d4423cf0d6e871052e5e58aead16c5edadc44

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T10:42:48.785398Z digest=sha256:7259f8cb12f03295d3b4543e2f718c0a8f4b9d5e8588bd45618afe404740c142

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T10:42:48.852170Z digest=sha256:01d82000deceaa79e8339f5e90650bc86e1c3f6d1837d26a7df6d68ee81c7307

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T10:42:48.928360Z digest=sha256:b799d5ce54cb0484bed229660b476c2ee73f610c6ca90e5bb99fea030be4fde5

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T10:42:49.015530Z digest=sha256:651e0137171b82ecd4a35b6792afb525bbe4a525dcd1fe7cd03474ccbee370c2

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T10:42:49.097491Z digest=sha256:0db8ab203518cdd3b66a1949345a5a54e80b457ecd04baf0b263cc72011605a2

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-01T01:43:22.805631Z digest=sha256:87829436be90342838dcd0d3c8d6fd79f362a6a4fad77163d6c4f39059eec155