Paper Citation Record · LEDGER

Emergence of Biased Consensus in Multi-Agent LLM Debates

As of 17 August 2026, this Paper Citation Record lists 21 of 21 outbound references and 0 inbound Pith citation observations for arXiv:2608.02827.

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

pith.paper-citation-record.v1
2608.02827 v1

Coverage vector

measured 21 of 21 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T15:05:24.890254Z

measured 21 of 21 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

21 of 21 outbound references displayed

verified exact1
verified fuzzy3
unresolved16
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2963673a-0ee1-4626-9405-5f9741f8d997 · outbound

This paper cites an unresolved cited work.

Emergence of Biased Consensus in Multi-Agent LLM Debates Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-15T15:05:25.419201Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 3aa1a59e-c4a2-4558-b79c-5670585b5ac9 · outbound

This paper cites Investment Type.

Emergence of Biased Consensus in Multi-Agent LLM Debates Investment Type

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:05:25.402144Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 636b46bd-4f2e-4c7b-9ce4-d5aa31c3b871 · outbound

This paper cites ISBN 979-8-89176-251-0.

Emergence of Biased Consensus in Multi-Agent LLM Debates ISBN 979-8-89176-251-0

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-15T15:05:24.820651Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f568eba6-503b-4377-9283-95a2c78c97fb · outbound

This paper cites ISBN 979-8-89176-332-6.

Emergence of Biased Consensus in Multi-Agent LLM Debates ISBN 979-8-89176-332-6

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-15T15:05:24.836893Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a4927e62-d335-42b7-9e2e-0d891267f8a1 · outbound

This paper cites URL https: //aclanthology.org/2025.gebnlp-1.20/.

Emergence of Biased Consensus in Multi-Agent LLM Debates URL https: //aclanthology.org/2025.gebnlp-1.20/

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-15T15:05:24.848069Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0d8911ca-87f8-48aa-8787-c93d9d850fc4 · outbound

This paper cites ISBN 979-8-89176-189-6.

Emergence of Biased Consensus in Multi-Agent LLM Debates ISBN 979-8-89176-189-6

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-15T15:05:24.853187Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f7bb0fc1-74bb-490b-90a3-28832efaf7c5 · outbound

This paper cites +” favors +1 and “−.

Emergence of Biased Consensus in Multi-Agent LLM Debates +” favors +1 and “−

Reference 22

Resolution: malformed identifier; raw_fallback, observed 2026-08-15T15:05:25.386101Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation ab7d959c-5f1c-4cf3-ad85-7c253f572ed0 · outbound

This paper cites Improving Factuality and Reasoning in Language Models through Multiagent Debate.

Emergence of Biased Consensus in Multi-Agent LLM Debates Improving Factuality and Reasoning in Language Models through Multiagent Debate

Reference 101

Resolution: unresolved; no resolver link, observed 2026-08-15T15:05:24.797160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5aea8951-b347-437c-82f6-199750631de5 · outbound

This paper cites findings-emnlp.184/.

Emergence of Biased Consensus in Multi-Agent LLM Debates findings-emnlp.184/

Reference 184

Resolution: unresolved; no resolver link, observed 2026-08-15T15:05:24.868921Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bed14ded-d3f8-48d1-864f-d7d25dc753e3 · outbound

This paper cites findings-naacl.211/.

Emergence of Biased Consensus in Multi-Agent LLM Debates findings-naacl.211/

Reference 211

Resolution: unresolved; no resolver link, observed 2026-08-15T15:05:24.791556Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 15209257-ad6e-410c-9663-0eb6bcaa4db8 · outbound

This paper cites doi: 10.1201/ 9781003278290-37.

Emergence of Biased Consensus in Multi-Agent LLM Debates doi: 10.1201/ 9781003278290-37

Reference 264

Resolution: unresolved; no resolver link, observed 2026-08-15T15:05:24.773777Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0d7f9350-8659-4338-a010-55d8c0579ee1 · outbound

This paper cites acl-long.328/.

Emergence of Biased Consensus in Multi-Agent LLM Debates acl-long.328/

Reference 328

Resolution: verified exact; raw_fallback, observed 2026-08-15T15:05:25.275864Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 08924757-923b-4efa-b98c-29e138ffa4a7 · outbound

This paper cites naacl-long.412/.

Emergence of Biased Consensus in Multi-Agent LLM Debates naacl-long.412/

Reference 412

Resolution: unresolved; no resolver link, observed 2026-08-15T15:05:24.858102Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 54386733-ab58-475b-a055-6545e6dfff7c · outbound

This paper cites Encouraging Divergent Thinking in Large Language Models through Multi-Agent Debate.

Emergence of Biased Consensus in Multi-Agent LLM Debates Encouraging Divergent Thinking in Large Language Models through Multi-Agent Debate

Reference 427

Resolution: unresolved; no resolver link, observed 2026-08-15T15:05:24.831361Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c068ba52-a582-4674-a7e1-07712885473f · outbound

This paper cites acl-long.511/.

Emergence of Biased Consensus in Multi-Agent LLM Debates acl-long.511/

Reference 511

Resolution: unresolved; no resolver link, observed 2026-08-15T15:05:24.863846Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7363f695-538f-487b-8ea8-52fa6834f676 · outbound

This paper cites Large Language Models Reflect the Ideology of their Creators.

Emergence of Biased Consensus in Multi-Agent LLM Debates Large Language Models Reflect the Ideology of their Creators

Reference 545

Resolution: unresolved; no resolver link, observed 2026-08-15T15:05:24.779483Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c9991270-9b22-405f-94ef-33ce85331122 · outbound

This paper cites findings-acl.606/.

Emergence of Biased Consensus in Multi-Agent LLM Debates findings-acl.606/

Reference 606

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:05:25.453701Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation d4388749-3921-4628-a8a0-44e0c7ccee02 · outbound

This paper cites acl-long.650/.

Emergence of Biased Consensus in Multi-Agent LLM Debates acl-long.650/

Reference 650

Resolution: unresolved; no resolver link, observed 2026-08-15T15:05:24.786144Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cd0ac590-a83b-4214-8eaa-393196290e88 · outbound

This paper cites MDAgents: An Adaptive Collaboration of LLMs for Medical Decision-Making.

Emergence of Biased Consensus in Multi-Agent LLM Debates MDAgents: An Adaptive Collaboration of LLMs for Medical Decision-Making

Reference 1210

Resolution: unresolved; no resolver link, observed 2026-08-15T15:05:24.825823Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5b5e9fc6-a371-4f8f-8629-0c8433af4f0a · outbound

This paper cites Emergence of human-like polarization among large language model agents.

Emergence of Biased Consensus in Multi-Agent LLM Debates Emergence of human-like polarization among large language model agents

Reference 1653

Resolution: unresolved; no resolver link, observed 2026-08-15T15:05:24.841879Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ec6a72f8-cd3d-43ee-a049-d72b3b8629df · outbound

This paper cites Zhou, X., Zhu, H., Mathur, L., Zhang, R., Qi, Z., Yu, H., Morency, L.-P., Bisk, Y ., Fried, D., Neubig, G., and Sap, M.

Emergence of Biased Consensus in Multi-Agent LLM Debates Zhou, X., Zhu, H., Mathur, L., Zhang, R., Qi, Z., Yu, H., Morency, L.-P., Bisk, Y ., Fried, D., Neubig, G., and Sap, M

Reference 2023

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:05:25.436415Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Pith citing papers

No inbound Pith citation observations are available.