Paper Citation Record · LEDGER

Social Networks of LLM Agents

As of 18 August 2026, this Paper Citation Record lists 52 of 52 outbound references and 0 inbound Pith citation observations for arXiv:2607.03695.

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

pith.paper-citation-record.v1
2607.03695 v1

Coverage vector

measured 52 of 52 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-12T00:37:46.305819Z

measured 52 of 52 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

52 of 52 outbound references displayed

verified exact0
verified fuzzy0
unresolved50
parse uncertain0
malformed identifier2
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a85b7d2c-d42f-4e27-bc22-a5f1222cfdcd · outbound

This paper cites Opinion dynamics and learning in social networks.Dynamic Games and Applications, 1(1):3–49, 2011.

Social Networks of LLM Agents Opinion dynamics and learning in social networks.Dynamic Games and Applications, 1(1):3–49, 2011

Reference 1

Resolution: unresolved; no resolver link, observed 2026-07-12T00:37:46.305819Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation decc9d55-8627-481c-92da-062072694e7f · outbound

This paper cites Multiagent collaboration attack: Investigating adversarial attacks in large language model collaborations via debate.

Social Networks of LLM Agents Multiagent collaboration attack: Investigating adversarial attacks in large language model collaborations via debate

Reference 2

Resolution: unresolved; no resolver link, observed 2026-07-12T00:37:46.305819Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c2ca656a-4aab-4f90-be5e-63e772546a9a · outbound

This paper cites Learning from neighbours.The review of economic studies, 65(3):595–621, 1998.

Social Networks of LLM Agents Learning from neighbours.The review of economic studies, 65(3):595–621, 1998

Reference 3

Resolution: unresolved; no resolver link, observed 2026-07-12T00:37:46.305819Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7122dafd-fc02-4d2e-b37e-888544017af2 · outbound

This paper cites A simple model of herd behavior.The quarterly journal of economics, 107(3):797–817, 1992.

Social Networks of LLM Agents A simple model of herd behavior.The quarterly journal of economics, 107(3):797–817, 1992

Reference 4

Resolution: unresolved; no resolver link, observed 2026-07-12T00:37:46.305819Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8547b42c-dc43-41d1-a111-abdbec6c6625 · outbound

This paper cites A theory of fads, fashion, custom, and cultural change as informational cascades.Journal of political Economy, 100(5):992–1026, 1992.

Social Networks of LLM Agents A theory of fads, fashion, custom, and cultural change as informational cascades.Journal of political Economy, 100(5):992–1026, 1992

Reference 5

Resolution: unresolved; no resolver link, observed 2026-07-12T00:37:46.305819Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa05cad4-7ac3-4710-be48-a2cb0fb94879 · outbound

This paper cites Power and centrality: A family of measures.American journal of sociology, 92(5):1170–1182, 1987.

Social Networks of LLM Agents Power and centrality: A family of measures.American journal of sociology, 92(5):1170–1182, 1987

Reference 6

Resolution: unresolved; no resolver link, observed 2026-07-12T00:37:46.305819Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f609bbd-f6ef-460f-9110-f5f3756b063f · outbound

This paper cites The pagerank citation ranking: bringing order to the web.Proceedings of ASIS, 1998, 98:161–172, 1998.

Social Networks of LLM Agents The pagerank citation ranking: bringing order to the web.Proceedings of ASIS, 1998, 98:161–172, 1998

Reference 7

Resolution: unresolved; no resolver link, observed 2026-07-12T00:37:46.305819Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 10092493-a030-4d82-b970-a58c665b59df · outbound

This paper cites Chateval: Towards better llm-based evaluators through multi-agent debate.

Social Networks of LLM Agents Chateval: Towards better llm-based evaluators through multi-agent debate

Reference 8

Resolution: unresolved; no resolver link, observed 2026-07-12T00:37:46.305819Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ccc6cbb9-e561-457c-929b-ee99925611f6 · outbound

This paper cites Herd Behavior: Investigating Peer Influence in LLM-based Multi-Agent Systems.

Social Networks of LLM Agents Herd Behavior: Investigating Peer Influence in LLM-based Multi-Agent Systems

Reference 9

Resolution: unresolved; no resolver link, observed 2026-07-12T00:37:46.305819Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d4a6e6a9-7f7e-4d58-8e5b-250a78160264 · outbound

This paper cites Simulating opinion dynamics with networks of llm-based agents.

Social Networks of LLM Agents Simulating opinion dynamics with networks of llm-based agents

Reference 10

Resolution: unresolved; no resolver link, observed 2026-07-12T00:37:46.305819Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 41f2ef5d-8775-4e40-bbe0-10f3995edf99 · outbound

This paper cites Unified scaling laws for routed language models.

Social Networks of LLM Agents Unified scaling laws for routed language models

Reference 11

Resolution: unresolved; no resolver link, observed 2026-07-12T00:37:46.305819Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ad2cfbce-4985-4d9d-a834-c88a745c78d7 · outbound

This paper cites I-divergence geometry of probability distributions and minimization problems.The annals of probability, pages 146–158, 1975.

Social Networks of LLM Agents I-divergence geometry of probability distributions and minimization problems.The annals of probability, pages 146–158, 1975

Reference 12

Resolution: unresolved; no resolver link, observed 2026-07-12T00:37:46.305819Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation caf67b5f-4f37-4f31-a0c3-d42577025bcf · outbound

This paper cites AI agents can coordinate beyond human scale.

Social Networks of LLM Agents AI agents can coordinate beyond human scale

Reference 13

Resolution: unresolved; no resolver link, observed 2026-07-12T00:37:46.305819Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c840906e-96b0-41a6-a944-a58e893f5d7a · outbound

This paper cites Reaching a consensus.Journal of the American Statistical association, 69(345):118–121, 1974.

Social Networks of LLM Agents Reaching a consensus.Journal of the American Statistical association, 69(345):118–121, 1974

Reference 14

Resolution: unresolved; no resolver link, observed 2026-07-12T00:37:46.305819Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea36c7f6-5d65-4393-a1ca-ddbf79cbce47 · outbound

This paper cites Improving factuality and reasoning in language models through multiagent debate.

Social Networks of LLM Agents Improving factuality and reasoning in language models through multiagent debate

Reference 15

Resolution: unresolved; no resolver link, observed 2026-07-12T00:37:46.305819Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 995895d9-6a30-4ebc-8df2-7381f4351afc · outbound

This paper cites Switch transformers: Scaling to trillion parameter models with simple and efficient sparsity.Journal of Machine Learning Research, 23(120):1–39, 2022.

Social Networks of LLM Agents Switch transformers: Scaling to trillion parameter models with simple and efficient sparsity.Journal of Machine Learning Research, 23(120):1–39, 2022

Reference 16

Resolution: unresolved; no resolver link, observed 2026-07-12T00:37:46.305819Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c7e612e0-218e-42f7-9bd7-ca981483f486 · outbound

This paper cites On the scaling of multidimensional matrices.Linear Algebra and its applications, 114:717–735, 1989.

Social Networks of LLM Agents On the scaling of multidimensional matrices.Linear Algebra and its applications, 114:717–735, 1989

Reference 17

Resolution: unresolved; no resolver link, observed 2026-07-12T00:37:46.305819Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 21be1af5-3f08-478c-9040-891f23591f7b · outbound

This paper cites Social influence and opinions.Journal of mathematical sociology, 15 (3-4):193–206, 1990.

Social Networks of LLM Agents Social influence and opinions.Journal of mathematical sociology, 15 (3-4):193–206, 1990

Reference 18

Resolution: unresolved; no resolver link, observed 2026-07-12T00:37:46.305819Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f4b2c91a-71da-407f-a411-63f28f849f59 · outbound

This paper cites V ox populi, 1907.

Social Networks of LLM Agents V ox populi, 1907

Reference 19

Resolution: unresolved; no resolver link, observed 2026-07-12T00:37:46.305819Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d434f246-f348-4588-bd0f-b479cbe7f69a · outbound

This paper cites S$^3$: Social-network Simulation System with Large Language Model-Empowered Agents.

Social Networks of LLM Agents S$^3$: Social-network Simulation System with Large Language Model-Empowered Agents

Reference 20

Resolution: unresolved; no resolver link, observed 2026-07-12T00:37:46.305819Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 245ac647-0f35-4495-941f-e691a39ccdaf · outbound

This paper cites Naive learning in social networks and the wisdom of crowds.American Economic Journal: Microeconomics, 2(1):112–149, 2010.

Social Networks of LLM Agents Naive learning in social networks and the wisdom of crowds.American Economic Journal: Microeconomics, 2(1):112–149, 2010

Reference 21

Resolution: unresolved; no resolver link, observed 2026-07-12T00:37:46.305819Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ff039937-88f6-4f10-a298-7b54c57b1bcc · outbound

This paper cites The Llama 3 Herd of Models.

Social Networks of LLM Agents The Llama 3 Herd of Models

Reference 22

Resolution: unresolved; no resolver link, observed 2026-07-12T00:37:46.305819Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation abf17e72-8d93-4a7e-8a0a-92df7ae28474 · outbound

This paper cites AgentsNet: Coordination and Collaborative Reasoning in Multi-Agent LLMs.

Social Networks of LLM Agents AgentsNet: Coordination and Collaborative Reasoning in Multi-Agent LLMs

Reference 23

Resolution: unresolved; no resolver link, observed 2026-07-12T00:37:46.305819Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 267f6a48-d223-41b5-b7ca-09b1f7949758 · outbound

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

Social Networks of LLM Agents Large Language Model based Multi-Agents: A Survey of Progress and Challenges

Reference 24

Resolution: unresolved; no resolver link, observed 2026-07-12T00:37:46.305819Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 797f095e-c785-40fc-8c9b-ca1515e9fe55 · outbound

This paper cites Metagpt: Meta programming for a multi-agent collaborative framework.

Social Networks of LLM Agents Metagpt: Meta programming for a multi-agent collaborative framework

Reference 25

Resolution: unresolved; no resolver link, observed 2026-07-12T00:37:46.305819Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 25400e14-17dc-4297-a0e8-05f6407ca34d · outbound

This paper cites Survey sampling.

Social Networks of LLM Agents Survey sampling

Reference 26

Resolution: unresolved; no resolver link, observed 2026-07-12T00:37:46.305819Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4f0d4f97-77a8-44af-8897-d81f486499fa · outbound

This paper cites American Mathematical Society, 2026.

Social Networks of LLM Agents American Mathematical Society, 2026

Reference 27

Resolution: unresolved; no resolver link, observed 2026-07-12T00:37:46.305819Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0bcc198c-7b0d-4441-8f2b-0d73ca582492 · outbound

This paper cites Camel: Communicative agents for" mind" exploration of large language model society.Advances in neural information processing systems, 36:51991–52008, 2023.

Social Networks of LLM Agents Camel: Communicative agents for" mind" exploration of large language model society.Advances in neural information processing systems, 36:51991–52008, 2023

Reference 28

Resolution: unresolved; no resolver link, observed 2026-07-12T00:37:46.305819Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 24ed46e2-36fb-486a-8463-e6fa984d82b2 · outbound

This paper cites Systematic Failures in Collective Reasoning under Distributed Information in Multi-Agent LLMs.

Social Networks of LLM Agents Systematic Failures in Collective Reasoning under Distributed Information in Multi-Agent LLMs

Reference 29

Resolution: unresolved; no resolver link, observed 2026-07-12T00:37:46.305819Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 46095c35-47c2-4363-86dc-0902edff0612 · outbound

This paper cites Encouraging divergent thinking in large language models through multi-agent debate.

Social Networks of LLM Agents Encouraging divergent thinking in large language models through multi-agent debate

Reference 30

Resolution: unresolved; no resolver link, observed 2026-07-12T00:37:46.305819Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 90803188-5efa-49c5-a276-99eae673799c · outbound

This paper cites The role of the group generalized inverse in the theory of finite markov chains.Siam Review, 17 (3):443–464, 1975.

Social Networks of LLM Agents The role of the group generalized inverse in the theory of finite markov chains.Siam Review, 17 (3):443–464, 1975

Reference 31

Resolution: unresolved; no resolver link, observed 2026-07-12T00:37:46.305819Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 72c32312-b7ea-4e01-a598-90efa58155ca · outbound

This paper cites Network formation and dynamics among multi-llms.PNAS nexus, 4(12): pgaf317, 2025.

Social Networks of LLM Agents Network formation and dynamics among multi-llms.PNAS nexus, 4(12): pgaf317, 2025

Reference 32

Resolution: unresolved; no resolver link, observed 2026-07-12T00:37:46.305819Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b4e91e51-2272-412f-aeee-da1c33300c92 · outbound

This paper cites Generative agents: Interactive simulacra of human behavior.

Social Networks of LLM Agents Generative agents: Interactive simulacra of human behavior

Reference 33

Resolution: unresolved; no resolver link, observed 2026-07-12T00:37:46.305819Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f4158887-4443-472d-9aa8-31def497f24c · outbound

This paper cites Agentsociety: Large-scale simulation of llm-driven generative agents advances understanding of human behaviors and society.

Social Networks of LLM Agents Agentsociety: Large-scale simulation of llm-driven generative agents advances understanding of human behaviors and society

Reference 34

Resolution: unresolved; no resolver link, observed 2026-07-12T00:37:46.305819Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f734fc42-883f-45bf-b861-c4ed6d1a1326 · outbound

This paper cites Cooperate or collapse: Emergence of sustainable cooperation in a society of llm agents.Advances in Neural Information Processing Systems, 37:111715–111759, 2024.

Social Networks of LLM Agents Cooperate or collapse: Emergence of sustainable cooperation in a society of llm agents.Advances in Neural Information Processing Systems, 37:111715–111759, 2024

Reference 35

Resolution: unresolved; no resolver link, observed 2026-07-12T00:37:46.305819Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a1429bf-fb2f-414f-89f6-11fe8e778c12 · outbound

This paper cites Consensagent: Towards efficient and effective consensus in multi-agent llm interactions through sycophancy mitigation.

Social Networks of LLM Agents Consensagent: Towards efficient and effective consensus in multi-agent llm interactions through sycophancy mitigation

Reference 36

Resolution: unresolved; no resolver link, observed 2026-07-12T00:37:46.305819Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bc8de270-d0d7-44e3-9d3f-8608f08346fa · outbound

This paper cites A tutorial on modeling and analysis of dynamic social networks.

Social Networks of LLM Agents A tutorial on modeling and analysis of dynamic social networks

Reference 37

Resolution: unresolved; no resolver link, observed 2026-07-12T00:37:46.305819Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b17986b4-e979-409a-a60b-2eb390cebd6e · outbound

This paper cites Chatdev: Communicative agents for software development.

Social Networks of LLM Agents Chatdev: Communicative agents for software development

Reference 38

Resolution: unresolved; no resolver link, observed 2026-07-12T00:37:46.305819Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ffb4499c-3553-415e-bb5f-0c131aea8998 · outbound

This paper cites Qwen2.5 Technical Report.

Social Networks of LLM Agents Qwen2.5 Technical Report

Reference 39

Resolution: unresolved; no resolver link, observed 2026-07-12T00:37:46.305819Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 589c0865-28b9-4c0f-a97e-a7ee01730d0f · outbound

This paper cites Outrageously Large Neural Networks: The Sparsely-Gated Mixture-of-Experts Layer.

Social Networks of LLM Agents Outrageously Large Neural Networks: The Sparsely-Gated Mixture-of-Experts Layer

Reference 40

Resolution: unresolved; no resolver link, observed 2026-07-12T00:37:46.305819Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c4563ae5-1a9f-4b02-8419-f8ebcca5eb76 · outbound

This paper cites Diagonal equivalence to matrices with prescribed row and column sums.The American Mathematical Monthly, 74(4):402–405, 1967.

Social Networks of LLM Agents Diagonal equivalence to matrices with prescribed row and column sums.The American Mathematical Monthly, 74(4):402–405, 1967

Reference 41

Resolution: unresolved; no resolver link, observed 2026-07-12T00:37:46.305819Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cdd2cf32-48c8-46bf-b624-42f4dbab55f6 · outbound

This paper cites Systematic biases in llm simulations of debates.

Social Networks of LLM Agents Systematic biases in llm simulations of debates

Reference 42

Resolution: unresolved; no resolver link, observed 2026-07-12T00:37:46.305819Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 15b61861-0556-4994-a3ef-34247f7ba683 · outbound

This paper cites Auxiliary-Loss-Free Load Balancing Strategy for Mixture-of-Experts.

Social Networks of LLM Agents Auxiliary-Loss-Free Load Balancing Strategy for Mixture-of-Experts

Reference 43

Resolution: unresolved; no resolver link, observed 2026-07-12T00:37:46.305819Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 54dd6ddb-e7a6-4fd9-bf39-3a7c24afbcea · outbound

This paper cites AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation.

Social Networks of LLM Agents AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation

Reference 44

Resolution: unresolved; no resolver link, observed 2026-07-12T00:37:46.305819Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 16287072-f2e2-4079-9f09-c98faeee3c8d · outbound

This paper cites Language Agents with Reinforcement Learning for Strategic Play in the Werewolf Game.

Social Networks of LLM Agents Language Agents with Reinforcement Learning for Strategic Play in the Werewolf Game

Reference 45

Resolution: unresolved; no resolver link, observed 2026-07-12T00:37:46.305819Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation efbf8c73-4bef-4f4f-9e5d-30aa8b650f32 · outbound

This paper cites Multiagentbench: Evaluating the collaboration and competition of llm agents.

Social Networks of LLM Agents Multiagentbench: Evaluating the collaboration and competition of llm agents

Reference 46

Resolution: unresolved; no resolver link, observed 2026-07-12T00:37:46.305819Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c1893569-c3cd-4afb-84f9-c8c7a4842f39 · outbound

This paper cites an unresolved cited work.

Social Networks of LLM Agents Unresolved cited work

Reference 47

Resolution: unresolved; no resolver link, observed 2026-07-12T00:37:46.305819Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 21a98ece-d450-49d0-b2ff-20cb7a05f421 · outbound

This paper cites Then with ρ(β) = (d max −1)e −g/β, wheneverρ(β)<1, Neff(β)≤ 2 (1−ρ(β)) 2 , soN eff(β)≤8wheneverρ(β)≤ 1 2, i.e.β≤g /log(2(d max −1)), independently ofn.

Social Networks of LLM Agents Then with ρ(β) = (d max −1)e −g/β, wheneverρ(β)<1, Neff(β)≤ 2 (1−ρ(β)) 2 , soN eff(β)≤8wheneverρ(β)≤ 1 2, i.e.β≤g /log(2(d max −1)), independently ofn

Reference 48

Resolution: unresolved; no resolver link, observed 2026-07-12T00:37:46.305819Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1ead7141-8eef-4902-9038-381b4e574a91 · outbound

This paper cites an unresolved cited work.

Social Networks of LLM Agents Unresolved cited work

Reference 49

Resolution: unresolved; no resolver link, observed 2026-07-12T00:37:46.305819Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e707c798-5b88-4ae3-abf1-6afcc3ea3606 · outbound

This paper cites [weight 0.31] Agent 7.

Social Networks of LLM Agents [weight 0.31] Agent 7

Reference 50

Resolution: malformed identifier; no resolver link, observed 2026-07-12T00:37:46.305819Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 82da9970-5788-4f07-a40b-7a1c710446f8 · outbound

This paper cites Safe Haven After the Spill.

Social Networks of LLM Agents Safe Haven After the Spill

Reference 51

Resolution: unresolved; no resolver link, observed 2026-07-12T00:37:46.305819Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 66e1bc94-23f8-4883-92d9-184b66037531 · outbound

This paper cites Maple Lodge is the listed safe site.

Social Networks of LLM Agents Maple Lodge is the listed safe site

Reference 52

Resolution: malformed identifier; no resolver link, observed 2026-07-12T00:37:46.305819Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.