Paper Citation Record · LEDGER

Systematic Biases in LLM Simulations of Debates

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 13 inbound Pith citation observations for arXiv:2402.04049.

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

pith.paper-citation-record.v1
2402.04049 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 13 of 13 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 13 of 13 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T04:07:07.820650Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-25T07:45:29.724883Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 412f59e3-2378-45e1-8824-4d9d7c8e8036 · inbound

The Landscape of Emerging AI Agent Architectures for Reasoning, Planning, and Tool Calling: A Survey cites this paper.

The Landscape of Emerging AI Agent Architectures for Reasoning, Planning, and Tool Calling: A Survey Systematic Biases in LLM Simulations of Debates

Reference 27

Resolution: verified exact; arxiv_id, observed 2026-05-16T23:16:41.791141Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 2ca26447-903c-4465-9438-56427add0497 · inbound

Revealing Political Bias in LLMs through Structured Multi-Agent Debate cites this paper.

Revealing Political Bias in LLMs through Structured Multi-Agent Debate Systematic Biases in LLM Simulations of Debates

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T04:07:07.820650Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4dfd9a77-fa41-4f87-b614-8c9b3dfc305d · inbound

A Cross-Cultural Comparison of LLM-based Public Opinion Simulation: Evaluating Chinese and U.S. Models on Diverse Societies cites this paper.

A Cross-Cultural Comparison of LLM-based Public Opinion Simulation: Evaluating Chinese and U.S. Models on Diverse Societies Systematic Biases in LLM Simulations of Debates

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T00:15:33.453219Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b5c956e-6910-49a5-a321-b040beebd2ca · inbound

Generative Exaggeration in LLM Social Agents: Consistency, Bias, and Toxicity cites this paper.

Generative Exaggeration in LLM Social Agents: Consistency, Bias, and Toxicity Systematic Biases in LLM Simulations of Debates

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T21:15:37.148607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 474c657b-c803-4db8-a3d6-ed2534922675 · inbound

On the Surprising Efficacy of LLMs for Penetration-Testing cites this paper.

On the Surprising Efficacy of LLMs for Penetration-Testing Systematic Biases in LLM Simulations of Debates

Reference 94

Resolution: unresolved; no resolver link, observed 2026-08-06T21:10:06.675136Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 01fca2ec-3bf6-4e02-8b22-b1ae25f6c454 · inbound

A comprehensive taxonomy of hallucinations in Large Language Models cites this paper.

A comprehensive taxonomy of hallucinations in Large Language Models Systematic Biases in LLM Simulations of Debates

Reference 93

Resolution: unresolved; no resolver link, observed 2026-08-06T05:29:19.695067Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1b8dfc4a-9ee6-470e-bcf7-ff83aaaab373 · inbound

Disentangling Interaction and Bias Effects in Opinion Dynamics of Large Language Models cites this paper.

Disentangling Interaction and Bias Effects in Opinion Dynamics of Large Language Models Systematic Biases in LLM Simulations of Debates

Reference 25

Resolution: verified exact; arxiv_id, observed 2026-05-25T07:45:29.728275Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 57334227-50ed-4e37-8284-d8b01738a4ae · inbound

Point of Order: Action-Aware LLM Persona Modeling for Data-Grounded Civic Deliberation cites this paper.

Point of Order: Action-Aware LLM Persona Modeling for Data-Grounded Civic Deliberation Systematic Biases in LLM Simulations of Debates

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-03T20:57:35.946155Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab9b2f66-bc54-4719-8a65-786bc725615a · inbound

Reward Modeling for Reinforcement Learning-Based LLM Reasoning: Design, Challenges, and Evaluation cites this paper.

Reward Modeling for Reinforcement Learning-Based LLM Reasoning: Design, Challenges, and Evaluation Systematic Biases in LLM Simulations of Debates

Reference 98

Resolution: unresolved; no resolver link, observed 2026-08-03T03:04:44.416665Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1260ad5a-1e5c-48e7-ad2d-b66d1f0b2103 · inbound

Network Effects and Agreement Drift in LLM Debates cites this paper.

Network Effects and Agreement Drift in LLM Debates Systematic Biases in LLM Simulations of Debates

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-05-11T09:46:08.042108Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ddab83d0-bd8d-4e8a-812c-f1b8b7063283 · inbound

Evaluating Cooperation in LLM Social Groups through Elected Leadership cites this paper.

Evaluating Cooperation in LLM Social Groups through Elected Leadership Systematic Biases in LLM Simulations of Debates

Reference 7

Resolution: malformed identifier; arxiv_id, observed 2026-05-10T15:05:32.641073Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 75c2b624-649d-4194-a8f4-35af95bc8e7b · inbound

GRASP: Deterministic argument ranking in interaction graphs cites this paper.

GRASP: Deterministic argument ranking in interaction graphs Systematic Biases in LLM Simulations of Debates

Reference 60

Resolution: verified exact; arxiv_id, observed 2026-05-20T11:58:14.902457Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f9144b2a-a1bb-42a1-8705-342353bcf81b · inbound

More Is Not More: What Matters for Diversity in LLM Opinions? cites this paper.

More Is Not More: What Matters for Diversity in LLM Opinions? Systematic Biases in LLM Simulations of Debates

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-02T14:33:36.675817Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.