Paper Citation Record · LEDGER

LLM Social Simulations Are a Promising Research Method

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 33 inbound Pith citation observations for arXiv:2504.02234.

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

pith.paper-citation-record.v1
2504.02234 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 33 of 33 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 33 of 33 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-08T10:09:16.681566Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
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malformed identifier0
metadata mismatch0

External citation measurements

4
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 19402374-dea3-4889-abe9-f3b9c0cd678c · inbound

A closer look at how large language models trust humans: patterns and biases cites this paper.

A closer look at how large language models trust humans: patterns and biases LLM Social Simulations Are a Promising Research Method

Reference 25

Resolution: verified exact; arxiv_id, observed 2026-05-22T18:21:55.954641Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation fdfbbffd-074a-427f-9a91-da2f9d13f918 · inbound

Integrating Counterfactual Simulations with Language Models for Explaining Multi-Agent Behaviour cites this paper.

Integrating Counterfactual Simulations with Language Models for Explaining Multi-Agent Behaviour LLM Social Simulations Are a Promising Research Method

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T14:45:36.261533Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 11e8514d-90e1-42a8-bf7f-7c3f2d1f9bdf · inbound

Aligning LLM with human travel choices: a persona-based embedding learning approach cites this paper.

Aligning LLM with human travel choices: a persona-based embedding learning approach LLM Social Simulations Are a Promising Research Method

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T14:26:25.604428Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c786e2bb-853f-4614-b310-4c47644c15c2 · inbound

Social Scientists on the Role of AI in Research cites this paper.

Social Scientists on the Role of AI in Research LLM Social Simulations Are a Promising Research Method

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T04:16:19.802081Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fac82115-ab90-42e9-b5da-066fa8cfcd9c · inbound

Infected Smallville: How Disease Threat Shapes Sociality in LLM Agents cites this paper.

Infected Smallville: How Disease Threat Shapes Sociality in LLM Agents LLM Social Simulations Are a Promising Research Method

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T04:59:48.521810Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 788e695c-cffe-4dc4-b1ed-ebe10affe950 · inbound

Validating Generative Agent-Based Models of Social Norm Enforcement: From Replication to Novel Predictions cites this paper.

Validating Generative Agent-Based Models of Social Norm Enforcement: From Replication to Novel Predictions LLM Social Simulations Are a Promising Research Method

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T12:09:44.700343Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f6d9e345-fb81-437d-ac39-1d89c733ef02 · inbound

Towards Operational Validation of LLM-Agent Social Simulations: A Replicated Study of a Reddit-like Technology Forum cites this paper.

Towards Operational Validation of LLM-Agent Social Simulations: A Replicated Study of a Reddit-like Technology Forum LLM Social Simulations Are a Promising Research Method

Reference 3

Resolution: metadata mismatch; arxiv_id, observed 2026-05-18T20:16:50.234184Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 6a87c549-9e65-47de-bcf0-fec8f8e210d2 · inbound

Large Language Models as Virtual Survey Respondents: Evaluating Sociodemographic Response Generation cites this paper.

Large Language Models as Virtual Survey Respondents: Evaluating Sociodemographic Response Generation LLM Social Simulations Are a Promising Research Method

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-18T18:46:44.943412Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 5ce0c9d7-bab4-4be6-83ce-337050d42f36 · inbound

RecoWorld: Building Simulated Environments for Agentic Recommender Systems cites this paper.

RecoWorld: Building Simulated Environments for Agentic Recommender Systems LLM Social Simulations Are a Promising Research Method

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-04T17:56:38.720457Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e18eda0-69ec-4808-bcb9-34550d1e44ba · inbound

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

The PIMMUR Principles: Ensuring Validity in Collective Behavior of LLM Societies LLM Social Simulations Are a Promising Research Method

Reference 2

Resolution: metadata mismatch; arxiv_id, observed 2026-05-18T14:31:29.500532Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 73c650fd-10fe-4ed3-826f-b35e35458098 · inbound

Tailored untruths: How personalisation challenges LLM safeguards cites this paper.

Tailored untruths: How personalisation challenges LLM safeguards LLM Social Simulations Are a Promising Research Method

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-04T09:55:53.325506Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 09a60a57-60af-40a6-8c10-87aa98200413 · inbound

Graph-Based Alternatives to LLMs for Human Simulation cites this paper.

Graph-Based Alternatives to LLMs for Human Simulation LLM Social Simulations Are a Promising Research Method

Reference 2

Resolution: metadata mismatch; arxiv_id, observed 2026-05-18T00:50:33.386592Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f6de52fe-b8e6-4f19-acaa-99b8bc9394f9 · inbound

Are Conversational AI Agents the Way Out? Co-Designing Reader-Oriented News Experiences with Immigrants and Journalists cites this paper.

Are Conversational AI Agents the Way Out? Co-Designing Reader-Oriented News Experiences with Immigrants and Journalists LLM Social Simulations Are a Promising Research Method

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-05-16T10:50:51.339343Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 27dab34e-3dd8-4710-8254-e1101eebb596 · 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 Social Simulations Are a Promising Research Method

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-04T06:14:15.947771Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a4b718f5-0e6f-4e2a-801c-c92891d773cb · inbound

From Plausible to Causal: Counterfactual Semantics for Policy Evaluation in Simulated Online Communities cites this paper.

From Plausible to Causal: Counterfactual Semantics for Policy Evaluation in Simulated Online Communities LLM Social Simulations Are a Promising Research Method

Reference 1

Resolution: unresolved; no resolver link, observed 2026-07-13T12:01:38.321686Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 005153a9-e08a-4e26-99e9-7e76c6140298 · inbound

We Need Strong Preconditions For Using Simulations In Policy cites this paper.

We Need Strong Preconditions For Using Simulations In Policy LLM Social Simulations Are a Promising Research Method

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-05-11T05:10:54.363773Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation bcd3bf3a-6ab4-448e-9582-a26f16382534 · inbound

OS-SPEAR: A Toolkit for the Safety, Performance,Efficiency, and Robustness Analysis of OS Agents cites this paper.

OS-SPEAR: A Toolkit for the Safety, Performance,Efficiency, and Robustness Analysis of OS Agents LLM Social Simulations Are a Promising Research Method

Reference 10

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T21:56:12.148721Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 70766cf3-298d-43a3-bd83-51f5720bee60 · inbound

LLM-Based Educational Simulation: Evaluating Temporal Student Persona Stability Across ADHD Profiles cites this paper.

LLM-Based Educational Simulation: Evaluating Temporal Student Persona Stability Across ADHD Profiles LLM Social Simulations Are a Promising Research Method

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-05-11T21:01:14.620841Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ef880406-5520-45fd-a7d2-676a576eaf50 · inbound

Mechanism Plausibility in Generative Agent-Based Modeling cites this paper.

Mechanism Plausibility in Generative Agent-Based Modeling LLM Social Simulations Are a Promising Research Method

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-05-14T19:27:50.894650Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d0cc4434-c7f8-4fc4-9d9a-8d458f81881a · inbound

Mechanism Plausibility in Generative Agent-Based Modeling cites this paper.

Mechanism Plausibility in Generative Agent-Based Modeling LLM Social Simulations Are a Promising Research Method

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-05-20T20:53:43.380708Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation aba2ef55-2f98-4f74-b21c-8a74e5807760 · inbound

The Impact of Heatwaves on Population Health: A Large Language Model-Enhanced Agent-Based Simulation cites this paper.

The Impact of Heatwaves on Population Health: A Large Language Model-Enhanced Agent-Based Simulation LLM Social Simulations Are a Promising Research Method

Reference 1

Resolution: metadata mismatch; arxiv_id, observed 2026-05-19T17:42:42.018402Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 4eb7903a-817d-489f-a97e-32d959b0f81f · inbound

From Demographics to Survey Anchors: Evaluating LLM Agents for Modeling Retirement Attitudes cites this paper.

From Demographics to Survey Anchors: Evaluating LLM Agents for Modeling Retirement Attitudes LLM Social Simulations Are a Promising Research Method

Reference 37

Resolution: verified exact; arxiv_id, observed 2026-05-21T01:09:19.506480Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b8046455-6f75-4c2c-b3a0-c031bd5c9153 · inbound

Can LLMs Think Like Consumers? Benchmarking Crowd-Level Reaction Reconstruction with ConsumerSimBench cites this paper.

Can LLMs Think Like Consumers? Benchmarking Crowd-Level Reaction Reconstruction with ConsumerSimBench LLM Social Simulations Are a Promising Research Method

Reference 33

Resolution: metadata mismatch; arxiv_id, observed 2026-05-20T15:33:25.450992Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 37404234-f8ef-4ea4-ba45-36e7536cb066 · inbound

Informing AI Policy Assessment using Large-Scale Simulation of Interventions cites this paper.

Informing AI Policy Assessment using Large-Scale Simulation of Interventions LLM Social Simulations Are a Promising Research Method

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-07-05T10:50:57.563286Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 826e719a-4599-45a8-adce-5970922290a9 · inbound

Informing AI Policy Assessment using Large-Scale Simulation of Interventions cites this paper.

Informing AI Policy Assessment using Large-Scale Simulation of Interventions LLM Social Simulations Are a Promising Research Method

Reference 5

Resolution: unresolved; no resolver link, observed 2026-07-12T18:57:04.042048Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a2ab4b5-ccd8-4a89-8822-82f930d35ed5 · inbound

Reasoning4Sciences: Bridging Reasoning Language Models to All Scientific Branches cites this paper.

Reasoning4Sciences: Bridging Reasoning Language Models to All Scientific Branches LLM Social Simulations Are a Promising Research Method

Reference 9

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T20:56:14.507269Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ce767da4-453d-4ac3-b910-bfd3b965a60b · inbound

Reasoning4Sciences: Bridging Reasoning Language Models to All Scientific Branches cites this paper.

Reasoning4Sciences: Bridging Reasoning Language Models to All Scientific Branches LLM Social Simulations Are a Promising Research Method

Reference 9

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T08:35:34.040790Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 0c9b47d5-11b7-4445-9eee-60f0ee97f006 · inbound

AI as a Tool for Simulation-Based Experiments in Literary Studies cites this paper.

AI as a Tool for Simulation-Based Experiments in Literary Studies LLM Social Simulations Are a Promising Research Method

Reference 2

Resolution: metadata mismatch; arxiv_id, observed 2026-06-28T15:02:18.920475Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a79076d4-81c7-48a1-95cd-f16e2dfcae41 · inbound

Soul Computing: A Theoretical Framework and Technical Architecture for Intelligent Agents with Independent Consciousness cites this paper.

Soul Computing: A Theoretical Framework and Technical Architecture for Intelligent Agents with Independent Consciousness LLM Social Simulations Are a Promising Research Method

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-07-03T05:07:39.240152Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation afcbb002-de39-4507-ac85-6597341f84bb · inbound

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

Will Scaling Improve Social Simulation with LLMs? LLM Social Simulations Are a Promising Research Method

Reference 1

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T14:28:31.138398Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c1f7f2de-d3b3-451d-a537-d563d3fb3640 · inbound

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

Will Scaling Improve Social Simulation with LLMs? LLM Social Simulations Are a Promising Research Method

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-02T09:03:27.045464Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3508e2d2-46c2-4d78-9a32-1c5819c3258b · inbound

Partition, Prompt, Aggregate: Statistical Self-Consistency in Language Models cites this paper.

Partition, Prompt, Aggregate: Statistical Self-Consistency in Language Models LLM Social Simulations Are a Promising Research Method

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-01T23:43:06.825749Z

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Observation d94cc237-15a3-4961-8b37-d5b295d6c3f5 · inbound

The Judgment-Consequence Gap: LLM Moral Reasoning in Healthcare Decisions cites this paper.

The Judgment-Consequence Gap: LLM Moral Reasoning in Healthcare Decisions LLM Social Simulations Are a Promising Research Method

Reference 83

Resolution: unresolved; no resolver link, observed 2026-08-08T10:09:16.681566Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.