Paper Citation Record · LEDGER

Collective Alignment in LLM Multi-Agent Systems: Disentangling Bias from Cooperation via Statistical Physics

As of 5 August 2026, this Paper Citation Record lists 34 of 34 outbound references and 1 inbound Pith citation observation for arXiv:2605.10528.

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

pith.paper-citation-record.v1
2605.10528 v1

Coverage vector

measured 34 of 34 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-12T03:58:41.195556Z

measured 35 of 35 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-04T06:34:03.388597+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T12:55:31.639894Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

34 of 34 outbound references displayed

verified exact30
verified fuzzy1
unresolved3
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e8bc385b-344c-45a2-9a87-f560a7edc1d4 · outbound

This paper cites Large Language Model based Multi-Agents: A Survey of Progress and Challenges.

Collective Alignment in LLM Multi-Agent Systems: Disentangling Bias from Cooperation via Statistical Physics Large Language Model based Multi-Agents: A Survey of Progress and Challenges

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-05-12T06:58:59.611495Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 1a6eaa43-f0ed-4f82-b1c7-3e8b4dc2bffc · outbound

This paper cites MetaGPT: Meta Programming for A Multi-Agent Collaborative Framework.

Collective Alignment in LLM Multi-Agent Systems: Disentangling Bias from Cooperation via Statistical Physics MetaGPT: Meta Programming for A Multi-Agent Collaborative Framework

Reference 2

Resolution: verified exact; local_arxiv, observed 2026-05-12T06:46:48.431533Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation b2538fc1-aae0-409c-a7ea-f651b00c4cbc · outbound

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

Collective Alignment in LLM Multi-Agent Systems: Disentangling Bias from Cooperation via Statistical Physics Improving Factuality and Reasoning in Language Models through Multiagent Debate

Reference 3

Resolution: verified exact; local_arxiv, observed 2026-05-12T06:46:48.815026Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 27aec600-0036-4bea-ab3e-39b27d069419 · outbound

This paper cites Should we be going MAD? A Look at Multi-Agent Debate Strategies for LLMs.

Collective Alignment in LLM Multi-Agent Systems: Disentangling Bias from Cooperation via Statistical Physics Should we be going MAD? A Look at Multi-Agent Debate Strategies for LLMs

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-05-12T06:46:49.797693Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation ad41660f-e01f-4c60-b4bf-1bfd6bd98bcf · outbound

This paper cites Self-Consistency Improves Chain of Thought Reasoning in Language Models.

Collective Alignment in LLM Multi-Agent Systems: Disentangling Bias from Cooperation via Statistical Physics Self-Consistency Improves Chain of Thought Reasoning in Language Models

Reference 5

Resolution: verified exact; local_arxiv, observed 2026-05-12T06:46:49.330337Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 5bb37c36-0ca5-4a39-b31d-219786d94634 · outbound

This paper cites an unresolved cited work.

Collective Alignment in LLM Multi-Agent Systems: Disentangling Bias from Cooperation via Statistical Physics Unresolved cited work

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-05-12T06:46:48.889048Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 91b53fd1-da44-4eed-8521-bdeac8e22ea2 · outbound

This paper cites Simulating Opinion Dynamics with Networks of LLM-based Agents.

Collective Alignment in LLM Multi-Agent Systems: Disentangling Bias from Cooperation via Statistical Physics Simulating Opinion Dynamics with Networks of LLM-based Agents

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-05-12T06:46:48.532947Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation d215e736-2878-4d28-a3d4-ee6809782ff6 · outbound

This paper cites Cooperate or Collapse: Emergence of Sustainable Cooperation in a Society of LLM Agents.

Collective Alignment in LLM Multi-Agent Systems: Disentangling Bias from Cooperation via Statistical Physics Cooperate or Collapse: Emergence of Sustainable Cooperation in a Society of LLM Agents

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-05-12T06:46:49.756706Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 61bbdbc2-e6b2-4a7b-9c80-8ef816437260 · outbound

This paper cites Virtual Agent Economies.

Collective Alignment in LLM Multi-Agent Systems: Disentangling Bias from Cooperation via Statistical Physics Virtual Agent Economies

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-12T06:46:49.836847Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 3d48013c-7319-4abd-aa3f-52842b8e90e7 · outbound

This paper cites an unresolved cited work.

Collective Alignment in LLM Multi-Agent Systems: Disentangling Bias from Cooperation via Statistical Physics Unresolved cited work

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-05-12T06:46:47.660518Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation a5a7b107-0f8b-4d7c-bca3-7a0a5a1a954d · outbound

This paper cites Cooperative AI via Decentralized Commitment Devices.

Collective Alignment in LLM Multi-Agent Systems: Disentangling Bias from Cooperation via Statistical Physics Cooperative AI via Decentralized Commitment Devices

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-05-12T06:46:48.560109Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 93fd0731-1cf5-402f-af8f-fb379ad0594f · outbound

This paper cites an unresolved cited work.

Collective Alignment in LLM Multi-Agent Systems: Disentangling Bias from Cooperation via Statistical Physics Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-05-12T17:21:43.048331Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 66cd2c7b-5a7b-4ba5-be29-b712b0bd4701 · outbound

This paper cites Karma Mechanisms for Decentralised, Cooperative Multi Agent Path Finding.

Collective Alignment in LLM Multi-Agent Systems: Disentangling Bias from Cooperation via Statistical Physics Karma Mechanisms for Decentralised, Cooperative Multi Agent Path Finding

Reference 13

Resolution: verified exact; local_arxiv, observed 2026-05-12T06:46:47.713351Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation a8779193-5373-4fb4-aad8-7a438290ab37 · outbound

This paper cites More is More: Addition Bias in Large Language Models.

Collective Alignment in LLM Multi-Agent Systems: Disentangling Bias from Cooperation via Statistical Physics More is More: Addition Bias in Large Language Models

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-05-12T06:46:48.607092Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 15fb5886-08f3-4ff7-a8fd-5a1b815c8263 · outbound

This paper cites CalibraEval: Calibrating Prediction Distribution to Mitigate Selection Bias in LLMs-as-Judges.

Collective Alignment in LLM Multi-Agent Systems: Disentangling Bias from Cooperation via Statistical Physics CalibraEval: Calibrating Prediction Distribution to Mitigate Selection Bias in LLMs-as-Judges

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-05-12T06:46:48.360124Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation bcc1e768-e942-4b58-bee1-d45b4afc003f · outbound

This paper cites Deep reinforcement learning from human preferences.

Collective Alignment in LLM Multi-Agent Systems: Disentangling Bias from Cooperation via Statistical Physics Deep reinforcement learning from human preferences

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-05-16T08:39:30.882444Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation b1c32668-cd17-4b4a-8943-6ef1082c484e · outbound

This paper cites Training language models to follow instructions with human feedback.

Collective Alignment in LLM Multi-Agent Systems: Disentangling Bias from Cooperation via Statistical Physics Training language models to follow instructions with human feedback

Reference 17

Resolution: verified exact; local_arxiv, observed 2026-05-12T06:46:49.808258Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation ec9c173f-d0fd-47a6-80b6-b3b526225ec6 · outbound

This paper cites Towards Understanding Sycophancy in Language Models.

Collective Alignment in LLM Multi-Agent Systems: Disentangling Bias from Cooperation via Statistical Physics Towards Understanding Sycophancy in Language Models

Reference 18

Resolution: verified exact; local_arxiv, observed 2026-05-12T06:46:48.804004Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation f6577dcc-4b75-4410-bdc1-df3e15a379a4 · outbound

This paper cites Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena.

Collective Alignment in LLM Multi-Agent Systems: Disentangling Bias from Cooperation via Statistical Physics Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena

Reference 19

Resolution: verified exact; local_arxiv, observed 2026-05-12T06:46:48.792227Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation b7292a67-c31b-4d11-b847-37159923ecc2 · outbound

This paper cites A Survey on LLM-as-a-Judge.

Collective Alignment in LLM Multi-Agent Systems: Disentangling Bias from Cooperation via Statistical Physics A Survey on LLM-as-a-Judge

Reference 20

Resolution: verified exact; local_arxiv, observed 2026-05-12T06:46:48.550605Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 31c73d24-b6bd-46cd-b3bc-6a1044708e30 · outbound

This paper cites Castellano, S.

Collective Alignment in LLM Multi-Agent Systems: Disentangling Bias from Cooperation via Statistical Physics Castellano, S

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-05-12T17:21:43.052295Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 3c0e9341-0041-401b-b58a-555a6e43bf80 · outbound

This paper cites Sociophysics models inspired by the Ising model.

Collective Alignment in LLM Multi-Agent Systems: Disentangling Bias from Cooperation via Statistical Physics Sociophysics models inspired by the Ising model

Reference 22

Resolution: verified exact; arxiv_id, observed 2026-05-12T06:46:49.828433Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 99776379-140d-48f4-abe6-cdd8475fc506 · outbound

This paper cites Opinion dynamics: Statistical physics and beyond.

Collective Alignment in LLM Multi-Agent Systems: Disentangling Bias from Cooperation via Statistical Physics Opinion dynamics: Statistical physics and beyond

Reference 23

Resolution: verified exact; arxiv_id, observed 2026-05-21T03:03:37.840897Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 9ba4f420-3655-409d-a8dc-6834eb24adb5 · outbound

This paper cites Antiferromagnetic majority voter model on square and honeycomb lattices.

Collective Alignment in LLM Multi-Agent Systems: Disentangling Bias from Cooperation via Statistical Physics Antiferromagnetic majority voter model on square and honeycomb lattices

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-07-04T20:40:25.695469Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 7d76e8f0-5630-4f79-90bd-714b5f5bb7e5 · outbound

This paper cites Critical Coarsening without Surface Tension: the Voter Universality Class.

Collective Alignment in LLM Multi-Agent Systems: Disentangling Bias from Cooperation via Statistical Physics Critical Coarsening without Surface Tension: the Voter Universality Class

Reference 25

Resolution: verified exact; arxiv_id, observed 2026-05-12T06:46:48.567048Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 0f043043-5548-4aa5-9923-7c5ea26d702a · outbound

This paper cites Source framing triggers systematic evaluation bias in Large Language Models.

Collective Alignment in LLM Multi-Agent Systems: Disentangling Bias from Cooperation via Statistical Physics Source framing triggers systematic evaluation bias in Large Language Models

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-05-12T06:46:49.803484Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 00e0d80c-26b0-427a-960d-f7c1cba13173 · outbound

This paper cites Nadeem, U.

Collective Alignment in LLM Multi-Agent Systems: Disentangling Bias from Cooperation via Statistical Physics Nadeem, U

Reference 27

Resolution: verified exact; arxiv_id, observed 2026-05-12T06:46:49.659258Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 716c0b3b-f850-45d4-ae0a-ccbdb9b9c607 · outbound

This paper cites The bias is in the details: An assessment of cognitive bias in llms.

Collective Alignment in LLM Multi-Agent Systems: Disentangling Bias from Cooperation via Statistical Physics The bias is in the details: An assessment of cognitive bias in llms

Reference 28

Resolution: verified exact; arxiv_id, observed 2026-05-12T06:46:48.183064Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 3f07da49-c75e-468f-9c5d-5fd6e1e077ac · outbound

This paper cites Perez, G.

Collective Alignment in LLM Multi-Agent Systems: Disentangling Bias from Cooperation via Statistical Physics Perez, G

Reference 29

Resolution: verified exact; arxiv_id, observed 2026-05-12T06:46:47.997796Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 76339dfc-ea76-41d6-bda1-56be6596ec5b · outbound

This paper cites an unresolved cited work.

Collective Alignment in LLM Multi-Agent Systems: Disentangling Bias from Cooperation via Statistical Physics Unresolved cited work

Reference 30

Resolution: verified exact; arxiv_id, observed 2026-05-12T06:46:47.847506Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation c84334e2-64f3-45c7-ad8c-42abc3f72ac7 · outbound

This paper cites an unresolved cited work.

Collective Alignment in LLM Multi-Agent Systems: Disentangling Bias from Cooperation via Statistical Physics Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-05-12T17:21:43.057172Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 0ad1b425-b802-41ff-9971-1e8354df4f68 · outbound

This paper cites Cozzi, M.

Collective Alignment in LLM Multi-Agent Systems: Disentangling Bias from Cooperation via Statistical Physics Cozzi, M

Reference 32

Resolution: verified exact; arxiv_id, observed 2026-05-12T06:46:48.675130Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation e1893e1a-bfda-4e18-a27d-8581da319a61 · outbound

This paper cites Song, Q.-H.

Collective Alignment in LLM Multi-Agent Systems: Disentangling Bias from Cooperation via Statistical Physics Song, Q.-H

Reference 33

Resolution: verified exact; arxiv_id, observed 2026-05-12T06:46:49.117868Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation dd419651-88a7-4784-af8e-f0bdc9fa9f27 · outbound

This paper cites an unresolved cited work.

Collective Alignment in LLM Multi-Agent Systems: Disentangling Bias from Cooperation via Statistical Physics Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-05-12T17:21:43.044853Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Pith citing papers

Observation 6cbf9623-27dc-4429-bced-e49d3152046e · inbound

Microscopic dynamics of consensus formation in multi-agent LLM Naming Games cites this paper.

Microscopic dynamics of consensus formation in multi-agent LLM Naming Games Collective Alignment in LLM Multi-Agent Systems: Disentangling Bias from Cooperation via Statistical Physics

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-04T12:55:31.639894Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.