Paper Citation Record · LEDGER

LLM-Based Social Simulations Require a Boundary

As of 16 August 2026, this Paper Citation Record lists 65 of 65 outbound references and 5 inbound Pith citation observations for arXiv:2506.19806.

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

pith.paper-citation-record.v1
2506.19806 v3

Coverage vector

measured 65 of 65 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T18:28:06.316101Z

measured 70 of 70 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T06:14:16.034455Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T14:28:31.200987Z

Reference resolution

65 of 65 outbound references displayed

verified exact5
verified fuzzy16
unresolved42
parse uncertain0
malformed identifier0
metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 79fe8db4-9c37-48ac-969d-6b263f55a291 · outbound

This paper cites Research Question Type and Heterogeneity Requirement Our classification draws on established frameworks in computational social science and ABM literature.

LLM-Based Social Simulations Require a Boundary Research Question Type and Heterogeneity Requirement Our classification draws on established frameworks in computational social science and ABM literature

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:28:07.411405Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation c6a3bdfb-3706-41fd-99b6-df6f5f0e1178 · outbound

This paper cites Mapping and Influencing the Political Ideology of Large Language Models using Synthetic Personas.

LLM-Based Social Simulations Require a Boundary Mapping and Influencing the Political Ideology of Large Language Models using Synthetic Personas

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-15T18:28:05.991885Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9c6e20e8-9fb3-41c2-88ca-d56c706c97b2 · outbound

This paper cites T., Wu, J., and Liu, Z.

LLM-Based Social Simulations Require a Boundary T., Wu, J., and Liu, Z

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:28:07.643508Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 18fc83e5-00f8-42a2-aa1d-e74786c57920 · outbound

This paper cites Compost: Charac- terizing and evaluating caricature in llm simulations.

LLM-Based Social Simulations Require a Boundary Compost: Charac- terizing and evaluating caricature in llm simulations

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:28:07.626950Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 6415a997-cb52-4e7f-bdd1-6529f0824624 · outbound

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

LLM-Based Social Simulations Require a Boundary Simulating opinion dynamics with networks of llm-based agents

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:28:07.609301Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation a4d90e46-0ee3-40f3-af1f-4f7df6f63fe7 · outbound

This paper cites Behavioral and Topological Heterogeneities in Network Versions of Schelling's Segregation Model.

LLM-Based Social Simulations Require a Boundary Behavioral and Topological Heterogeneities in Network Versions of Schelling's Segregation Model

Reference 11

Resolution: verified exact; local_arxiv, observed 2026-08-15T18:28:07.248027Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 736a98ab-e890-4626-b762-c00f659f5682 · outbound

This paper cites Nicer Than Humans: How do Large Language Models Behave in the Prisoner's Dilemma?.

LLM-Based Social Simulations Require a Boundary Nicer Than Humans: How do Large Language Models Behave in the Prisoner's Dilemma?

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-15T18:28:06.039728Z

Source-reported events for the cited work

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Observation 62c98492-bcbf-4911-8668-b5c99f9dcd20 · outbound

This paper cites Strategic Reasoning with Language Models.

LLM-Based Social Simulations Require a Boundary Strategic Reasoning with Language Models

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-15T18:28:06.060926Z

Source-reported events for the cited work

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Observation 42a61ee0-f633-4e2e-878d-215cb35466b6 · outbound

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

LLM-Based Social Simulations Require a Boundary S$^3$: Social-network Simulation System with Large Language Model-Empowered Agents

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-15T18:28:06.065658Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e9023c2-1348-4089-b273-6bc86c4ab16c · outbound

This paper cites Scaling Synthetic Data Creation with 1,000,000,000 Personas.

LLM-Based Social Simulations Require a Boundary Scaling Synthetic Data Creation with 1,000,000,000 Personas

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-15T18:28:06.071851Z

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Unavailable: canonical work link unavailable.

Observation afe2cd0c-c287-4b26-8ef7-80f8c5b6864c · outbound

This paper cites and Toubia, O.

LLM-Based Social Simulations Require a Boundary and Toubia, O

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-15T18:28:06.077210Z

Source-reported events for the cited work

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Observation 47c818b3-73f0-4c6d-92ac-34047e300073 · outbound

This paper cites Can Large Language Models Play Games? A Case Study of A Self-Play Approach.

LLM-Based Social Simulations Require a Boundary Can Large Language Models Play Games? A Case Study of A Self-Play Approach

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-15T18:28:06.082067Z

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Observation a3409f2c-aa61-4d43-b17a-6434ccc6e0eb · outbound

This paper cites "Guinea Pig Trials" Utilizing GPT: A Novel Smart Agent-Based Modeling Approach for Studying Firm Competition and Collusion.

LLM-Based Social Simulations Require a Boundary "Guinea Pig Trials" Utilizing GPT: A Novel Smart Agent-Based Modeling Approach for Studying Firm Competition and Collusion

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-15T18:28:06.087703Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c84a1927-29a1-4dcb-913a-829dcad9ee31 · outbound

This paper cites M., Antunes, L., Pav´on Mestras, J., et al.

LLM-Based Social Simulations Require a Boundary M., Antunes, L., Pav´on Mestras, J., et al

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:28:07.561210Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation ce1f4842-33b9-43aa-9e26-64ebb3595271 · outbound

This paper cites J., and Xie, X.

LLM-Based Social Simulations Require a Boundary J., and Xie, X

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-15T18:28:06.097699Z

Source-reported events for the cited work

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Observation 3375fff5-f06b-431b-a8e1-0eb22600fe82 · outbound

This paper cites War and Peace (WarAgent): Large Language Model-based Multi-Agent Simulation of World Wars.

LLM-Based Social Simulations Require a Boundary War and Peace (WarAgent): Large Language Model-based Multi-Agent Simulation of World Wars

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-15T18:28:06.108295Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9298555a-2767-46ca-bff6-991c86f93898 · outbound

This paper cites Social Science Meets LLMs: How Reliable Are Large Language Models in Social Simulations?.

LLM-Based Social Simulations Require a Boundary Social Science Meets LLMs: How Reliable Are Large Language Models in Social Simulations?

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-15T18:28:06.113517Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1fc59fde-211b-4da6-84ce-1d63fae110e4 · outbound

This paper cites Understanding llm agent behaviours via game theory: Strategy recognition, biases and multi-agent dynamics.arXiv preprint arXiv:2512.07462,.

LLM-Based Social Simulations Require a Boundary Understanding llm agent behaviours via game theory: Strategy recognition, biases and multi-agent dynamics.arXiv preprint arXiv:2512.07462,

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-15T18:28:06.118411Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a033d7cf-2317-4f31-94fd-fa4899ce531a · outbound

This paper cites Do Large Language Models Solve the Problems of Agent-Based Modeling? A Critical Review of Generative Social Simulations.

LLM-Based Social Simulations Require a Boundary Do Large Language Models Solve the Problems of Agent-Based Modeling? A Critical Review of Generative Social Simulations

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-15T18:28:06.128635Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation db79595e-bbaa-4a5f-bc34-18e5288f34b3 · outbound

This paper cites LLM Generated Persona is a Promise with a Catch.

LLM-Based Social Simulations Require a Boundary LLM Generated Persona is a Promise with a Catch

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-15T18:28:06.133570Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6eaf20f2-7edb-42ad-99f6-8b23d0ddec83 · outbound

This paper cites DiverseDialogue: A Methodology for Designing Chatbots with Human-Like Diversity.

LLM-Based Social Simulations Require a Boundary DiverseDialogue: A Methodology for Designing Chatbots with Human-Like Diversity

Reference 31

Resolution: verified exact; local_arxiv, observed 2026-08-15T18:28:06.787004Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 40b5c110-e9b2-44ff-b807-9a5f81b002e0 · outbound

This paper cites From Skepticism to Acceptance: Simulating the Attitude Dynamics Toward Fake News.

LLM-Based Social Simulations Require a Boundary From Skepticism to Acceptance: Simulating the Attitude Dynamics Toward Fake News

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-15T18:28:06.143419Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6be49a59-fb20-4ce4-810c-b0954d02cfaf · outbound

This paper cites How does the heterogeneity of members affect the evolution of group opinions?Discrete Dynamics in Nature and Society, 2021(1):8827048,.

LLM-Based Social Simulations Require a Boundary How does the heterogeneity of members affect the evolution of group opinions?Discrete Dynamics in Nature and Society, 2021(1):8827048,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:28:07.528185Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation e005e5e6-e729-475d-96ad-549b21c60bb1 · outbound

This paper cites Computational Experiments Meet Large Language Model Based Agents: A Survey and Perspective.

LLM-Based Social Simulations Require a Boundary Computational Experiments Meet Large Language Model Based Agents: A Survey and Perspective

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-15T18:28:06.158449Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1cb8e301-bc0f-483c-bdc6-b2290cd9a4cf · outbound

This paper cites Enhancing Patient-Centric Communication: Leveraging LLMs to Simulate Patient Perspectives.

LLM-Based Social Simulations Require a Boundary Enhancing Patient-Centric Communication: Leveraging LLMs to Simulate Patient Perspectives

Reference 36

Resolution: metadata mismatch; local_arxiv, observed 2026-08-15T18:28:06.707899Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 8d23d82e-9f0c-4815-b7ea-b2da8d6e0a8a · outbound

This paper cites Towards A Holistic Landscape of Situated Theory of Mind in Large Language Models.

LLM-Based Social Simulations Require a Boundary Towards A Holistic Landscape of Situated Theory of Mind in Large Language Models

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-15T18:28:06.167928Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3c349da7-7df8-4c67-85dc-5e9b7bf2c924 · outbound

This paper cites On The Origin of Cultural Biases in Language Models: From Pre-training Data to Linguistic Phenomena.

LLM-Based Social Simulations Require a Boundary On The Origin of Cultural Biases in Language Models: From Pre-training Data to Linguistic Phenomena

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-15T18:28:06.182840Z

Source-reported events for the cited work

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Observation b74c46c8-54a9-40ec-9d5c-9acd7ad7b75a · outbound

This paper cites Beyond Demographics: Fine-tuning Large Language Models to Predict Individuals' Subjective Text Perceptions.

LLM-Based Social Simulations Require a Boundary Beyond Demographics: Fine-tuning Large Language Models to Predict Individuals' Subjective Text Perceptions

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-15T18:28:06.188249Z

Source-reported events for the cited work

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Observation b36091dd-9a46-43e9-8395-8a2e516ba2e9 · outbound

This paper cites LLM Agents Grounded in Self-Reports Enable General-Purpose Simulation of Individuals.

LLM-Based Social Simulations Require a Boundary LLM Agents Grounded in Self-Reports Enable General-Purpose Simulation of Individuals

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-15T18:28:06.194359Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f9960ad-bddf-4585-a4f0-30f4373290d4 · outbound

This paper cites Rethinking Interpretability in the Era of Large Language Models.

LLM-Based Social Simulations Require a Boundary Rethinking Interpretability in the Era of Large Language Models

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-15T18:28:06.212006Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dce03b8b-7093-4eb5-806b-946ac2c54764 · outbound

This paper cites Multiagent Simulators for Social Networks.

LLM-Based Social Simulations Require a Boundary Multiagent Simulators for Social Networks

Reference 46

Resolution: metadata mismatch; local_arxiv, observed 2026-08-15T18:28:06.538848Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 924aa344-1041-4836-8499-1286c303ae92 · outbound

This paper cites Gensim: A general social simulation platform with large language model based agents.

LLM-Based Social Simulations Require a Boundary Gensim: A general social simulation platform with large language model based agents

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:28:07.512329Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation f67250ae-af1d-4943-9aad-4e7f05c4885f · outbound

This paper cites Systematic biases in llm simulations of debates.

LLM-Based Social Simulations Require a Boundary Systematic biases in llm simulations of debates

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:28:07.495818Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation f2aa42cf-6aac-40d5-87bc-95aba4adda46 · outbound

This paper cites User Behavior Simulation with Large Language Model based Agents.

LLM-Based Social Simulations Require a Boundary User Behavior Simulation with Large Language Model based Agents

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-15T18:28:06.239673Z

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Observation e1fc0e30-f748-463c-ba3b-38d6f81fdbf8 · outbound

This paper cites From ChatGPT to DeepSeek: Can LLMs Simulate Humanity?.

LLM-Based Social Simulations Require a Boundary From ChatGPT to DeepSeek: Can LLMs Simulate Humanity?

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-15T18:28:06.244599Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 74b41033-1de8-4260-aa63-510fea20f3fb · outbound

This paper cites Smart Agent-Based Modeling: On the Use of Large Language Models in Computer Simulations.

LLM-Based Social Simulations Require a Boundary Smart Agent-Based Modeling: On the Use of Large Language Models in Computer Simulations

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-15T18:28:06.249367Z

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Observation cf9b79b1-44d4-4fb2-8d3d-70a73f961d28 · outbound

This paper cites Shall we team up: Exploring spontaneous cooperation of competing llm agents.

LLM-Based Social Simulations Require a Boundary Shall we team up: Exploring spontaneous cooperation of competing llm agents

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:28:07.479777Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 1dac2ceb-7733-48a7-8d1b-309cf2144e2b · outbound

This paper cites Evaluating and Enhancing LLMs Agent based on Theory of Mind in Guandan: A Multi-Player Cooperative Game under Imperfect Information.

LLM-Based Social Simulations Require a Boundary Evaluating and Enhancing LLMs Agent based on Theory of Mind in Guandan: A Multi-Player Cooperative Game under Imperfect Information

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-15T18:28:06.262609Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7ee8bf03-16e9-4ce1-8895-c70665fc418d · outbound

This paper cites Exploring Collaboration Mechanisms for LLM Agents: A Social Psychology View.

LLM-Based Social Simulations Require a Boundary Exploring Collaboration Mechanisms for LLM Agents: A Social Psychology View

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-15T18:28:06.266825Z

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Observation ec5d4ec4-ed85-47c2-b75a-95347cd38c2f · outbound

This paper cites SocioVerse: A World Model for Social Simulation Powered by LLM Agents and A Pool of 10 Million Real-World Users.

LLM-Based Social Simulations Require a Boundary SocioVerse: A World Model for Social Simulation Powered by LLM Agents and A Pool of 10 Million Real-World Users

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-15T18:28:06.271726Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6cf7047d-dbdd-4062-b0e6-73561138ce58 · outbound

This paper cites Do Vision-Language Models Represent Space and How? Evaluating Spatial Frame of Reference Under Ambiguities.

LLM-Based Social Simulations Require a Boundary Do Vision-Language Models Represent Space and How? Evaluating Spatial Frame of Reference Under Ambiguities

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-15T18:28:06.277031Z

Source-reported events for the cited work

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Observation 568c1e9e-f094-49fd-955f-55977578bab5 · outbound

This paper cites The PIMMUR Principles: Ensuring Validity in Collective Behavior of LLM Societies.

LLM-Based Social Simulations Require a Boundary The PIMMUR Principles: Ensuring Validity in Collective Behavior of LLM Societies

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-15T18:28:06.282098Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b00d1945-1c2f-4c27-8abc-bcca8f83213c · outbound

This paper cites SOTOPIA: Interactive Evaluation for Social Intelligence in Language Agents.

LLM-Based Social Simulations Require a Boundary SOTOPIA: Interactive Evaluation for Social Intelligence in Language Agents

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-15T18:28:06.286845Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6c434a53-828a-4d5e-a1c9-85327ea29815 · outbound

This paper cites apophenia.

LLM-Based Social Simulations Require a Boundary apophenia

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:28:07.462945Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 8ae91844-0920-4941-a458-ed880b51072b · outbound

This paper cites (3) Exploratory studies have demonstrated human-like behavior, with performance approaching that of humans in certain experiments (Anthis et al., 2025).

LLM-Based Social Simulations Require a Boundary (3) Exploratory studies have demonstrated human-like behavior, with performance approaching that of humans in certain experiments (Anthis et al., 2025)

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:28:07.428823Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 146d8e09-e230-47e4-a761-10f4660c3a0a · outbound

This paper cites Would the research question still be answerable if all agents behaved identically at the population mean?.

LLM-Based Social Simulations Require a Boundary Would the research question still be answerable if all agents behaved identically at the population mean?

Reference 65

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:28:07.393665Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 14cdb708-8a96-48ff-980e-7fc72da79d0a · outbound

This paper cites Can markets clear?.

LLM-Based Social Simulations Require a Boundary Can markets clear?

Reference 100

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:28:07.376511Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation bd8c6c31-b9d7-4780-81ff-21fe1ead013e · outbound

This paper cites Personality Traits in Large Language Models.

LLM-Based Social Simulations Require a Boundary Personality Traits in Large Language Models

Reference 1971

Resolution: unresolved; no resolver link, observed 2026-08-15T18:28:06.205861Z

Source-reported events for the cited work

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Observation 71e9a6d4-5cfc-471f-91ca-5f29b145ff7a · outbound

This paper cites United in Diversity? Contextual Biases in LLM-Based Predictions of the 2024 European Parliament Elections.

LLM-Based Social Simulations Require a Boundary United in Diversity? Contextual Biases in LLM-Based Predictions of the 2024 European Parliament Elections

Reference 1988

Resolution: unresolved; no resolver link, observed 2026-08-15T18:28:06.234337Z

Source-reported events for the cited work

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Observation 7d4f4271-50c4-4515-b520-a6153e02be3d · outbound

This paper cites K., Bhatia, S., and Chakraborty, T.

LLM-Based Social Simulations Require a Boundary K., Bhatia, S., and Chakraborty, T

Reference 1996

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:28:07.659696Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 03ed0542-d692-483b-b546-2decf9e65a5e · outbound

This paper cites an unresolved cited work.

LLM-Based Social Simulations Require a Boundary Unresolved cited work

Reference 1999

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:28:07.445146Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation aebadfee-415b-42b7-adb0-741c0b9b0fa0 · outbound

This paper cites an unresolved cited work.

LLM-Based Social Simulations Require a Boundary Unresolved cited work

Reference 2005

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:28:07.576698Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation bdc509ff-ea46-4ec4-a146-252d1b11ff96 · outbound

This paper cites Modeling and math- ematical analysis of swarms of microscopic robots.

LLM-Based Social Simulations Require a Boundary Modeling and math- ematical analysis of swarms of microscopic robots

Reference 2006

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:28:07.592610Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation f0da83f2-24ce-4ef0-890e-21d24914e3da · outbound

This paper cites Explaining Large Language Models Decisions Using Shapley Values.

LLM-Based Social Simulations Require a Boundary Explaining Large Language Models Decisions Using Shapley Values

Reference 2009

Resolution: unresolved; no resolver link, observed 2026-08-15T18:28:06.172872Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d25e355e-7076-4df6-b33d-74508f436379 · outbound

This paper cites Emergence of Social Norms in Generative Agent Societies: Principles and Architecture.

LLM-Based Social Simulations Require a Boundary Emergence of Social Norms in Generative Agent Societies: Principles and Architecture

Reference 2010

Resolution: unresolved; no resolver link, observed 2026-08-15T18:28:06.200255Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 64cb1529-47f5-4fc0-bb2b-5e6fc8abe0b8 · outbound

This paper cites Specializing Large Language Models to Simulate Survey Response Distributions for Global Populations.

LLM-Based Social Simulations Require a Boundary Specializing Large Language Models to Simulate Survey Response Distributions for Global Populations

Reference 2011

Resolution: unresolved; no resolver link, observed 2026-08-15T18:28:05.997125Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 33248b25-b3a5-4250-9041-5019d5a2b0aa · outbound

This paper cites OASIS: Open Agent Social Interaction Simulations with One Million Agents.

LLM-Based Social Simulations Require a Boundary OASIS: Open Agent Social Interaction Simulations with One Million Agents

Reference 2014

Resolution: unresolved; no resolver link, observed 2026-08-15T18:28:06.257931Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 98aab92a-b20f-4e1e-b7c7-447b8b2ed003 · outbound

This paper cites Can Generative AI agents behave like humans? Evidence from laboratory market experiments.

LLM-Based Social Simulations Require a Boundary Can Generative AI agents behave like humans? Evidence from laboratory market experiments

Reference 2015

Resolution: unresolved; no resolver link, observed 2026-08-15T18:28:06.028424Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aed4ccc4-facd-4ea8-9e72-42f8710a7aed · outbound

This paper cites G., Ortu, F., Strausz, A., Sachan, M., Mihalcea, R., et al.

LLM-Based Social Simulations Require a Boundary G., Ortu, F., Strausz, A., Sachan, M., Mihalcea, R., et al

Reference 2017

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:28:07.543761Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 80736ead-017e-442c-9372-e3f6581533b3 · outbound

This paper cites LLM Social Simulations Are a Promising Research Method.

LLM-Based Social Simulations Require a Boundary LLM Social Simulations Are a Promising Research Method

Reference 2018

Resolution: unresolved; no resolver link, observed 2026-08-15T18:28:05.979377Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e33feddc-265d-4f68-8266-b9a49ffb4f6d · outbound

This paper cites Strategic Interactions between Large Language Models-based Agents in Beauty Contests.

LLM-Based Social Simulations Require a Boundary Strategic Interactions between Large Language Models-based Agents in Beauty Contests

Reference 2021

Resolution: verified exact; local_arxiv, observed 2026-08-15T18:28:06.748053Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 416df9f2-38ee-427c-bf76-4fb89fdcd880 · outbound

This paper cites From Individual to Society: A Survey on Social Simulation Driven by Large Language Model-based Agents.

LLM-Based Social Simulations Require a Boundary From Individual to Society: A Survey on Social Simulation Driven by Large Language Model-based Agents

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-15T18:28:06.177685Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 415412d1-e1eb-4cd3-bc88-ca934809f68b · outbound

This paper cites Observing Micromotives and Macrobehavior of Large Language Models.

LLM-Based Social Simulations Require a Boundary Observing Micromotives and Macrobehavior of Large Language Models

Reference 2023

Resolution: verified exact; local_arxiv, observed 2026-08-15T18:28:07.290726Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation bc094281-2c2e-46c4-8276-59ad2a799214 · outbound

This paper cites Can We Count on LLMs? The Fixed-Effect Fallacy and Claims of GPT-4 Capabilities.

LLM-Based Social Simulations Require a Boundary Can We Count on LLMs? The Fixed-Effect Fallacy and Claims of GPT-4 Capabilities

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-15T18:28:05.986091Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa3406a1-5d24-4c0c-8343-1caae983db0c · outbound

This paper cites Anomalous fluctuations in Minority Games and related multi-agent models of financial markets.

LLM-Based Social Simulations Require a Boundary Anomalous fluctuations in Minority Games and related multi-agent models of financial markets

Reference 2025

Resolution: verified exact; local_arxiv, observed 2026-08-15T18:28:07.206296Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Pith citing papers

Observation 7d691930-da42-44f0-89a5-e623915d9113 · inbound

Exploring Silicon-Based Societies: An Early Study of the Moltbook Agent Community cites this paper.

Exploring Silicon-Based Societies: An Early Study of the Moltbook Agent Community LLM-Based Social Simulations Require a Boundary

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-04T06:14:16.034455Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d85c6cd-e50c-4c58-a416-0d0072378a7b · inbound

Network Effects and Agreement Drift in LLM Debates cites this paper.

Network Effects and Agreement Drift in LLM Debates LLM-Based Social Simulations Require a Boundary

Reference 22

Resolution: verified exact; arxiv_id, observed 2026-07-14T02:20:17.552214Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 515cad79-66d8-43da-bc2a-1b68f2a79c9a · inbound

Will Scaling Improve Social Simulation with LLMs? cites this paper.

Will Scaling Improve Social Simulation with LLMs? LLM-Based Social Simulations Require a Boundary

Reference 41

Resolution: verified exact; arxiv_id, observed 2026-07-14T02:20:17.552214Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation de58511b-8fb8-4c1a-bc86-ddb4dfbcba89 · inbound

Will Scaling Improve Social Simulation with LLMs? cites this paper.

Will Scaling Improve Social Simulation with LLMs? LLM-Based Social Simulations Require a Boundary

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-02T09:03:30.822582Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c9ac51ff-35c4-4843-a40f-b1cc7bb49a59 · inbound

Empirical Grounding Improves the Realism of LLM Agents Simulating Human Behavior During Disruptions cites this paper.

Empirical Grounding Improves the Realism of LLM Agents Simulating Human Behavior During Disruptions LLM-Based Social Simulations Require a Boundary

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-01T18:01:09.707566Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.