Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-15T18:28:06.316101Z
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.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-04T06:14:16.034455Z
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 2026-08-16T06:30:59.297886+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 2026-08-16T06:30:59.297886+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 2026-08-16T06:30:59.297886+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 2026-08-16T06:30:59.297886+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 2026-08-16T06:30:59.297886+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
Unavailable: canonical work link unavailable.
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
Unavailable: canonical work link unavailable.
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
Source-reported events for the cited work
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
Unavailable: canonical work link unavailable.
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
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 2026-08-16T06:30:59.297886+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
Unavailable: canonical work link unavailable.
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 2026-08-16T06:30:59.297886+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 2026-08-16T06:30:59.297886+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 2026-08-16T06:30:59.297886+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
Unavailable: canonical work link unavailable.
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
Unavailable: canonical work link unavailable.
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 2026-08-16T06:30:59.297886+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 2026-08-16T06:30:59.297886+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 2026-08-16T06:30:59.297886+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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
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 2026-08-16T06:30:59.297886+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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
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
Unavailable: canonical work link unavailable.
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.
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 2026-08-16T06:30:59.297886+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 2026-08-16T06:30:59.297886+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 2026-08-16T06:30:59.297886+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 2026-08-16T06:30:59.297886+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
Unavailable: canonical work link unavailable.
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
Unavailable: canonical work link unavailable.
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 2026-08-16T06:30:59.297886+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 2026-08-16T06:30:59.297886+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 2026-08-16T06:30:59.297886+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 2026-08-16T06:30:59.297886+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 2026-08-16T06:30:59.297886+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 2026-08-16T06:30:59.297886+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 2026-08-16T06:30:59.297886+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 2026-08-16T06:30:59.297886+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 2026-08-16T06:30:59.297886+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 2026-08-16T06:30:59.297886+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.