Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T04:07:07.829791Z
Paper Citation Record · LEDGER
Revealing Political Bias in LLMs through Structured Multi-Agent Debate
As of 8 August 2026, this Paper Citation Record lists 18 of 18 outbound references and 2 inbound Pith citation observations for arXiv:2506.11825.
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 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-05-10T17:11:23.553461Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-12T09:56:26.614272Z
Reference resolution
18 of 18 outbound references displayed
- verified exact1
- verified fuzzy1
- unresolved16
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 815a709a-b2df-4823-818b-62ff8e21eee4 · outbound
This paper cites URL: " 'urlintro :=.
Revealing Political Bias in LLMs through Structured Multi-Agent Debate URL: " 'urlintro :=
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T04:07:07.774758Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6e118ae1-f414-4de7-b53c-9dd5f75aecb6 · outbound
This paper cites write newline.
Revealing Political Bias in LLMs through Structured Multi-Agent Debate write newline
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T04:07:07.778792Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7713eeb4-30d4-4160-88bc-0749dfed2ff1 · outbound
This paper cites an unresolved cited work.
Revealing Political Bias in LLMs through Structured Multi-Agent Debate Unresolved cited work
Reference 3
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T04:07:08.088086Z
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 168f3edb-734c-4f61-803a-33927139195e · outbound
This paper cites an unresolved cited work.
Revealing Political Bias in LLMs through Structured Multi-Agent Debate Unresolved cited work
Reference 4
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T04:07:08.078867Z
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 f7fde9ca-03ed-4832-9748-7430353aa0f2 · outbound
This paper cites Simulating Opinion Dynamics with Networks of LLM-based Agents.
Revealing Political Bias in LLMs through Structured Multi-Agent Debate Simulating Opinion Dynamics with Networks of LLM-based Agents
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T04:07:07.788381Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fdb731bf-b155-4339-9849-8422e2dee65b · outbound
This paper cites Improved prompting and process for writing user personas with LLMs, using qualitative interviews: Capturing behaviour and personality traits of users.
Revealing Political Bias in LLMs through Structured Multi-Agent Debate Improved prompting and process for writing user personas with LLMs, using qualitative interviews: Capturing behaviour and personality traits of users
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T04:07:07.791681Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 55048294-b6ba-4e28-8e4b-576de59da963 · outbound
This paper cites an unresolved cited work.
Revealing Political Bias in LLMs through Structured Multi-Agent Debate Unresolved cited work
Reference 7
- Resolution
- verified exact
- doi, observed 2026-08-07T04:07:07.870386Z
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 4134abc3-8aa2-47b3-be29-617f9b780c71 · outbound
This paper cites an unresolved cited work.
Revealing Political Bias in LLMs through Structured Multi-Agent Debate Unresolved cited work
Reference 8
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T04:07:08.067597Z
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 f07c343f-7ef6-426c-9bf5-c0c306999d95 · outbound
This paper cites Can LLMs Speak For Diverse People? Tuning LLMs via Debate to Generate Controllable Controversial Statements.
Revealing Political Bias in LLMs through Structured Multi-Agent Debate Can LLMs Speak For Diverse People? Tuning LLMs via Debate to Generate Controllable Controversial Statements
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T04:07:07.802030Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0caa6242-c0d5-479e-8410-6ab50fd7abfb · outbound
This paper cites Anchoring Bias in Large Language Models: An Experimental Study.
Revealing Political Bias in LLMs through Structured Multi-Agent Debate Anchoring Bias in Large Language Models: An Experimental Study
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T04:07:07.805728Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 19fd7ff9-35e9-4592-829b-ed817e0b69f5 · outbound
This paper cites Montgomery.
Revealing Political Bias in LLMs through Structured Multi-Agent Debate Montgomery
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T04:07:08.058255Z
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 eefdb4cc-3fe7-4745-8c78-f1ae8f2f3037 · outbound
This paper cites an unresolved cited work.
Revealing Political Bias in LLMs through Structured Multi-Agent Debate Unresolved cited work
Reference 12
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T04:07:08.048490Z
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 06e8cff5-2344-449e-bffa-4bca73b4e62e · outbound
This paper cites an unresolved cited work.
Revealing Political Bias in LLMs through Structured Multi-Agent Debate Unresolved cited work
Reference 13
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T04:07:08.038833Z
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 d1d538a5-99a6-4964-8e40-6157fdeeea27 · outbound
This paper cites Sunstein.
Revealing Political Bias in LLMs through Structured Multi-Agent Debate Sunstein
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T04:07:07.817864Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2ca26447-903c-4465-9438-56427add0497 · outbound
This paper cites Systematic Biases in LLM Simulations of Debates.
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 bbcd6eb4-4ad1-4407-b1ff-d7cd2d376c3a · outbound
This paper cites Judging the Judges: Evaluating Alignment and Vulnerabilities in LLMs-as-Judges.
Revealing Political Bias in LLMs through Structured Multi-Agent Debate Judging the Judges: Evaluating Alignment and Vulnerabilities in LLMs-as-Judges
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T04:07:07.823626Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0a1ce39f-4fa2-471e-b344-d602a4ac7cda · outbound
This paper cites Decoding Echo Chambers: LLM-Powered Simulations Revealing Polarization in Social Networks.
Revealing Political Bias in LLMs through Structured Multi-Agent Debate Decoding Echo Chambers: LLM-Powered Simulations Revealing Polarization in Social Networks
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T04:07:07.826826Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b7d26ffc-7253-48e2-8a8e-d210ceb32a9a · outbound
This paper cites an unresolved cited work.
Revealing Political Bias in LLMs through Structured Multi-Agent Debate Unresolved cited work
Reference 18
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T04:07:08.029024Z
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.
Pith citing papers
Observation bc9d8a09-7f2a-47cc-a630-aeac8002a6d1 · inbound
Fairness in Multi-Agent Systems for Software Engineering: An SDLC-Oriented Rapid Review cites this paper.
Fairness in Multi-Agent Systems for Software Engineering: An SDLC-Oriented Rapid Review Revealing Political Bias in LLMs through Structured Multi-Agent Debate
Reference 6
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T07:26:01.084693Z
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 19c8e2cc-5559-4079-b529-4eb2376762f2 · inbound
When Roles Fail: Epistemic Constraints on Advocate Role Fidelity in LLM-Based Political Statement Analysis cites this paper.
When Roles Fail: Epistemic Constraints on Advocate Role Fidelity in LLM-Based Political Statement Analysis Revealing Political Bias in LLMs through Structured Multi-Agent Debate
Reference 12
- Resolution
- verified exact
- arxiv_id, observed 2026-05-12T09:56:26.616895Z
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.