Paper Citation Record · LEDGER

Microscopic dynamics of consensus formation in multi-agent LLM Naming Games

As of 10 August 2026, this Paper Citation Record lists 30 of 30 outbound references and 0 inbound Pith citation observations for arXiv:2608.02178.

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

pith.paper-citation-record.v1
2608.02178 v1

Coverage vector

measured 30 of 30 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T12:55:32.409881Z

measured 30 of 30 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+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

30 of 30 outbound references displayed

verified exact0
verified fuzzy0
unresolved29
parse uncertain1
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation eca89f81-55fc-4c9e-b20d-780509b72fe4 · outbound

This paper cites Castellano, S.

Microscopic dynamics of consensus formation in multi-agent LLM Naming Games Castellano, S

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-04T12:55:29.491897Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 644146c7-ee15-4d62-848a-f57345c17d7d · outbound

This paper cites Steels, Artificial Life2, 319–332 (1995).

Microscopic dynamics of consensus formation in multi-agent LLM Naming Games Steels, Artificial Life2, 319–332 (1995)

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-04T12:55:29.556822Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation affda93a-04b1-40cc-8937-3f74f9c7f13d · outbound

This paper cites Baronchelli, M.

Microscopic dynamics of consensus formation in multi-agent LLM Naming Games Baronchelli, M

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-04T12:55:29.600323Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3c6514e1-5184-47a3-ac46-5886da94e57f · outbound

This paper cites temperature blindness.

Microscopic dynamics of consensus formation in multi-agent LLM Naming Games temperature blindness

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-04T12:55:29.448912Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8a1c6847-d152-4353-9591-293d474067d3 · outbound

This paper cites Loreto, A.

Microscopic dynamics of consensus formation in multi-agent LLM Naming Games Loreto, A

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-04T12:55:29.643798Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 32614c92-a09a-48a9-ad5c-990b5fe61106 · outbound

This paper cites Baronchelli, L.

Microscopic dynamics of consensus formation in multi-agent LLM Naming Games Baronchelli, L

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-04T12:55:29.709783Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1b13b97e-54c9-4dff-965d-e87eaf222591 · outbound

This paper cites Dall’Asta, A.

Microscopic dynamics of consensus formation in multi-agent LLM Naming Games Dall’Asta, A

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-04T12:55:29.725370Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 84f426ba-fb53-4161-8d74-7a61c890bacc · outbound

This paper cites Baronchelli, L.

Microscopic dynamics of consensus formation in multi-agent LLM Naming Games Baronchelli, L

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-04T12:55:29.760098Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 84fd5d18-7e1b-483a-ae0b-4c1363a5688a · outbound

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

Microscopic dynamics of consensus formation in multi-agent LLM Naming Games Large Language Model based Multi-Agents: A Survey of Progress and Challenges

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-04T12:55:29.795947Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ec30c05c-20cf-4c3a-ba7d-fde2109205f0 · outbound

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

Microscopic dynamics of consensus formation in multi-agent LLM Naming Games MetaGPT: Meta Programming for A Multi-Agent Collaborative Framework

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-04T12:55:29.831484Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 850d8348-998d-48df-ac76-43761c2a406b · outbound

This paper cites an unresolved cited work.

Microscopic dynamics of consensus formation in multi-agent LLM Naming Games Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-04T12:55:29.905143Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2d0a0f5a-d572-46fd-9f28-6f51c4786717 · outbound

This paper cites an unresolved cited work.

Microscopic dynamics of consensus formation in multi-agent LLM Naming Games Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-04T12:55:29.990815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f00b069a-abd9-459a-ada1-465b77d85fe8 · outbound

This paper cites Centola and A.

Microscopic dynamics of consensus formation in multi-agent LLM Naming Games Centola and A

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-04T12:55:30.122817Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 56b1ccc3-4f70-4b0e-9d12-400a117b4a36 · outbound

This paper cites AI agents can coordinate beyond human scale.

Microscopic dynamics of consensus formation in multi-agent LLM Naming Games AI agents can coordinate beyond human scale

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-04T12:55:30.266299Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 466de5f4-a0cc-4afb-8bfa-a46cf8b3a863 · outbound

This paper cites Flint, L.

Microscopic dynamics of consensus formation in multi-agent LLM Naming Games Flint, L

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-04T12:55:30.420275Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 37bdfc9c-6c04-4e0f-abd6-61c08841f18b · outbound

This paper cites Conformity Generates Collective Misalignment in AI Agents Societies.

Microscopic dynamics of consensus formation in multi-agent LLM Naming Games Conformity Generates Collective Misalignment in AI Agents Societies

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-04T12:55:30.548716Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8490ce3c-7e7c-44dd-a7c2-d38dbee15529 · outbound

This paper cites Bellina, G.

Microscopic dynamics of consensus formation in multi-agent LLM Naming Games Bellina, G

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-04T12:55:30.685363Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d64452f3-c5f5-4776-b685-59c501da816e · outbound

This paper cites Song, Q.-H.

Microscopic dynamics of consensus formation in multi-agent LLM Naming Games Song, Q.-H

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-04T12:55:30.822034Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 77f39516-9720-4324-87e0-de03c6e460f8 · outbound

This paper cites Perez, G.

Microscopic dynamics of consensus formation in multi-agent LLM Naming Games Perez, G

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-04T12:55:30.967343Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b288530f-ff81-44c9-9b60-beef3d5e646b · outbound

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

Microscopic dynamics of consensus formation in multi-agent LLM Naming Games Simulating Opinion Dynamics with Networks of LLM-based Agents

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-04T12:55:31.240822Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 90e3a62f-5405-47a5-a7e0-31ab9ae7478f · outbound

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

Microscopic dynamics of consensus formation in multi-agent LLM Naming Games Cooperate or Collapse: Emergence of Sustainable Cooperation in a Society of LLM Agents

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-04T12:55:31.392937Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c293ba0-d746-4642-8a1e-f0db49337421 · outbound

This paper cites an unresolved cited work.

Microscopic dynamics of consensus formation in multi-agent LLM Naming Games Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-04T12:55:31.497203Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

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

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.

Observation d4ec6472-0e9f-4782-bcef-089dac80ea05 · outbound

This paper cites an unresolved cited work.

Microscopic dynamics of consensus formation in multi-agent LLM Naming Games Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-04T12:55:31.725917Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c4ebaaf4-520b-4205-ac2b-8d0c05c0fa03 · outbound

This paper cites Cozzi, M.

Microscopic dynamics of consensus formation in multi-agent LLM Naming Games Cozzi, M

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-04T12:55:31.800204Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 61d0d0d0-69df-46fc-bb2e-5e4d7d99e94d · outbound

This paper cites The Curious Case of Neural Text Degeneration.

Microscopic dynamics of consensus formation in multi-agent LLM Naming Games The Curious Case of Neural Text Degeneration

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-04T12:55:31.858736Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e833d431-115c-47f5-a5c9-e62ec28c50ed · outbound

This paper cites an unresolved cited work.

Microscopic dynamics of consensus formation in multi-agent LLM Naming Games Unresolved cited work

Reference 27

Resolution: parse uncertain; no resolver link, observed 2026-08-04T12:55:31.984481Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5ffafd28-b692-445e-88ed-9e5ebe9962c9 · outbound

This paper cites Exploring the Topology and Memory of Consensus: How LLM Agents Agree, Fragment, or Settle When Forming Conventions.

Microscopic dynamics of consensus formation in multi-agent LLM Naming Games Exploring the Topology and Memory of Consensus: How LLM Agents Agree, Fragment, or Settle When Forming Conventions

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-04T12:55:32.115028Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 69db1aa3-f2cf-41d5-9869-b96b00b39e08 · outbound

This paper cites Zhang and H.

Microscopic dynamics of consensus formation in multi-agent LLM Naming Games Zhang and H

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-04T12:55:32.239878Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c2d9b5ee-678e-4d09-89f1-f94a071d0011 · outbound

This paper cites an unresolved cited work.

Microscopic dynamics of consensus formation in multi-agent LLM Naming Games Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-04T12:55:32.409881Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.