Paper Citation Record · LEDGER

SOTOPIA-S4: a user-friendly system for flexible, customizable, and large-scale social simulation

As of 22 August 2026, this Paper Citation Record lists 39 of 39 outbound references and 1 inbound Pith citation observation for arXiv:2504.16122.

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

pith.paper-citation-record.v1
2504.16122 v1

Coverage vector

measured 39 of 39 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T11:53:54.384726Z

measured 40 of 40 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T22:17:03.495591Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-15T22:17:03.590702Z

Reference resolution

39 of 39 outbound references displayed

verified exact7
verified fuzzy2
unresolved30
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e34dd17d-7607-41e0-8e76-99702e54cc12 · outbound

This paper cites online" 'onlinestring :=.

SOTOPIA-S4: a user-friendly system for flexible, customizable, and large-scale social simulation online" 'onlinestring :=

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-16T11:53:54.255036Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0a4063a9-9de7-4654-8575-351cbf7757fd · outbound

This paper cites write newline.

SOTOPIA-S4: a user-friendly system for flexible, customizable, and large-scale social simulation write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-16T11:53:54.259183Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cfb2d7c2-232a-443f-961c-89a6d3aa47d0 · outbound

This paper cites an unresolved cited work.

SOTOPIA-S4: a user-friendly system for flexible, customizable, and large-scale social simulation Unresolved cited work

Reference 3

Resolution: verified exact; doi, observed 2026-08-16T11:53:54.482247Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation f8aa5967-4b9d-4e1a-947c-98fee071d3c2 · outbound

This paper cites How Well Can LLMs Negotiate? NegotiationArena Platform and Analysis.

SOTOPIA-S4: a user-friendly system for flexible, customizable, and large-scale social simulation How Well Can LLMs Negotiate? NegotiationArena Platform and Analysis

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-16T11:53:54.266566Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e7e8505-02b1-4626-9162-9625107cccaf · outbound

This paper cites Brinke, P.

SOTOPIA-S4: a user-friendly system for flexible, customizable, and large-scale social simulation Brinke, P

Reference 5

Resolution: verified exact; doi, observed 2026-08-16T11:53:54.471896Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 774760cf-a22b-4f57-8cb9-9216a89e32ff · outbound

This paper cites CoMPosT: Characterizing and Evaluating Caricature in LLM Simulations.

SOTOPIA-S4: a user-friendly system for flexible, customizable, and large-scale social simulation CoMPosT: Characterizing and Evaluating Caricature in LLM Simulations

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-16T11:53:54.273742Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 112df377-746b-40cb-947d-01b12794262e · outbound

This paper cites CREW AI: Collaborative Research for Ethical AI.

SOTOPIA-S4: a user-friendly system for flexible, customizable, and large-scale social simulation CREW AI: Collaborative Research for Ethical AI

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:53:54.846945Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 33f82031-4954-4374-8f9c-fb4078f2de13 · outbound

This paper cites Anthropomorphization of AI: Opportunities and Risks.

SOTOPIA-S4: a user-friendly system for flexible, customizable, and large-scale social simulation Anthropomorphization of AI: Opportunities and Risks

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-16T11:53:54.280901Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c4f29e18-0c8a-4e17-a625-4d220e97cbe8 · outbound

This paper cites Epstein and Robert Axtell.

SOTOPIA-S4: a user-friendly system for flexible, customizable, and large-scale social simulation Epstein and Robert Axtell

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:53:54.836012Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 6b2646ea-6a37-40fe-9fa5-972d3b3b3f39 · outbound

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

SOTOPIA-S4: a user-friendly system for flexible, customizable, and large-scale social simulation S$^3$: Social-network Simulation System with Large Language Model-Empowered Agents

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-16T11:53:54.287963Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bc869b01-68de-478c-afb4-d996d9e07a59 · outbound

This paper cites an unresolved cited work.

SOTOPIA-S4: a user-friendly system for flexible, customizable, and large-scale social simulation Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-16T11:53:54.825880Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation e25e9b57-3734-4e13-a969-ee4d3ed66ced · outbound

This paper cites Evolution of Social Norms in LLM Agents using Natural Language.

SOTOPIA-S4: a user-friendly system for flexible, customizable, and large-scale social simulation Evolution of Social Norms in LLM Agents using Natural Language

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-16T11:53:54.295640Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1d1b401d-291a-4935-ac0c-d7e88cd7dde9 · outbound

This paper cites How Personality Traits Influence Negotiation Outcomes? A Simulation based on Large Language Models.

SOTOPIA-S4: a user-friendly system for flexible, customizable, and large-scale social simulation How Personality Traits Influence Negotiation Outcomes? A Simulation based on Large Language Models

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-16T11:53:54.299148Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3edb6ddd-f258-4e5c-a61a-eeda264ecb30 · outbound

This paper cites Lyfe Agents: Generative agents for low-cost real-time social interactions.

SOTOPIA-S4: a user-friendly system for flexible, customizable, and large-scale social simulation Lyfe Agents: Generative agents for low-cost real-time social interactions

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-16T11:53:54.302525Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 40d5d9d8-6262-42f3-85e6-55344bdeec88 · outbound

This paper cites an unresolved cited work.

SOTOPIA-S4: a user-friendly system for flexible, customizable, and large-scale social simulation Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-16T11:53:54.815455Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 4ead5165-b2ea-4c46-8d5a-10d86c84d3ac · outbound

This paper cites Evaluating Cultural Adaptability of a Large Language Model via Simulation of Synthetic Personas.

SOTOPIA-S4: a user-friendly system for flexible, customizable, and large-scale social simulation Evaluating Cultural Adaptability of a Large Language Model via Simulation of Synthetic Personas

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-16T11:53:54.308810Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation db6557f8-a2d3-4e94-ab8a-35b30f2f9dda · outbound

This paper cites an unresolved cited work.

SOTOPIA-S4: a user-friendly system for flexible, customizable, and large-scale social simulation Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-16T11:53:54.805892Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 14edc45e-d90f-4bda-9df2-acda4edb3012 · outbound

This paper cites MetaAgents: Large Language Model Based Agents for Decision-Making on Teaming.

SOTOPIA-S4: a user-friendly system for flexible, customizable, and large-scale social simulation MetaAgents: Large Language Model Based Agents for Decision-Making on Teaming

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-16T11:53:54.315541Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 88bdf84c-b64c-4cc3-9ca6-df88ea3b3fa5 · outbound

This paper cites Automated Social Science: Language Models as Scientist and Subjects.

SOTOPIA-S4: a user-friendly system for flexible, customizable, and large-scale social simulation Automated Social Science: Language Models as Scientist and Subjects

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-16T11:53:54.318748Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b2a36c7e-e4fb-4a34-81f8-43504f9da24c · outbound

This paper cites Self-Alignment of Large Language Models via Monopolylogue-based Social Scene Simulation.

SOTOPIA-S4: a user-friendly system for flexible, customizable, and large-scale social simulation Self-Alignment of Large Language Models via Monopolylogue-based Social Scene Simulation

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-16T11:53:54.322329Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 03358ad7-3114-4385-9bef-99b579c2e7bb · outbound

This paper cites Bernstein.

SOTOPIA-S4: a user-friendly system for flexible, customizable, and large-scale social simulation Bernstein

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-16T11:53:54.325806Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6064197c-32e5-4d40-8710-72d0f40faa56 · outbound

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

SOTOPIA-S4: a user-friendly system for flexible, customizable, and large-scale social simulation LLM Agents Grounded in Self-Reports Enable General-Purpose Simulation of Individuals

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-16T11:53:54.328861Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 217ee9e2-d9c2-40cd-83d9-0361f8376aad · outbound

This paper cites an unresolved cited work.

SOTOPIA-S4: a user-friendly system for flexible, customizable, and large-scale social simulation Unresolved cited work

Reference 23

Resolution: verified exact; doi, observed 2026-08-16T11:53:54.461614Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 64e5a594-13ef-46f1-8e2e-25cd3ec21c72 · outbound

This paper cites Bottom, and Hillary Anger Elfenbein.

SOTOPIA-S4: a user-friendly system for flexible, customizable, and large-scale social simulation Bottom, and Hillary Anger Elfenbein

Reference 24

Resolution: verified exact; doi, observed 2026-08-16T11:53:54.451906Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 9b632d0c-92e9-4101-83a6-29df54798623 · outbound

This paper cites Foster, and W.

SOTOPIA-S4: a user-friendly system for flexible, customizable, and large-scale social simulation Foster, and W

Reference 25

Resolution: verified exact; raw_fallback, observed 2026-08-16T11:53:54.612118Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation dc98b76c-adc5-48d4-a6ed-ea1faeca522f · outbound

This paper cites an unresolved cited work.

SOTOPIA-S4: a user-friendly system for flexible, customizable, and large-scale social simulation Unresolved cited work

Reference 26

Resolution: verified exact; doi, observed 2026-08-16T11:53:54.441959Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 4bd6c6ac-fdfe-4085-a594-9a4493d3799e · outbound

This paper cites Large Language Models are Inconsistent and Biased Evaluators.

SOTOPIA-S4: a user-friendly system for flexible, customizable, and large-scale social simulation Large Language Models are Inconsistent and Biased Evaluators

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-16T11:53:54.344936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8e05d6aa-3f0a-4b84-a982-27c1ce286b03 · outbound

This paper cites AI-LieDar: Examine the Trade-off Between Utility and Truthfulness in LLM Agents.

SOTOPIA-S4: a user-friendly system for flexible, customizable, and large-scale social simulation AI-LieDar: Examine the Trade-off Between Utility and Truthfulness in LLM Agents

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-16T11:53:54.348388Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7fb22e2e-7df7-4c6a-b8be-a30af0bba70c · outbound

This paper cites an unresolved cited work.

SOTOPIA-S4: a user-friendly system for flexible, customizable, and large-scale social simulation Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-16T11:53:54.796476Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 494cb82e-f325-482b-817c-28757b4bfe90 · outbound

This paper cites an unresolved cited work.

SOTOPIA-S4: a user-friendly system for flexible, customizable, and large-scale social simulation Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-16T11:53:54.354457Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 98e1c9b5-ec99-4627-8f25-1ef8f9407168 · outbound

This paper cites Generative agent-based modeling with actions grounded in physical, social, or digital space using Concordia.

SOTOPIA-S4: a user-friendly system for flexible, customizable, and large-scale social simulation Generative agent-based modeling with actions grounded in physical, social, or digital space using Concordia

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-16T11:53:54.357742Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 92c5c1b2-6761-4663-9741-9af0bb22b762 · outbound

This paper cites SOTOPIA-$\pi$: Interactive Learning of Socially Intelligent Language Agents.

SOTOPIA-S4: a user-friendly system for flexible, customizable, and large-scale social simulation SOTOPIA-$\pi$: Interactive Learning of Socially Intelligent Language Agents

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-16T11:53:54.360885Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de9b8fbc-470d-4a44-8c48-e3cbe6e23392 · outbound

This paper cites an unresolved cited work.

SOTOPIA-S4: a user-friendly system for flexible, customizable, and large-scale social simulation Unresolved cited work

Reference 33

Resolution: verified exact; doi, observed 2026-08-16T11:53:54.426619Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b6e4664b-4b70-433f-85f0-cd7874d2bd8d · outbound

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

SOTOPIA-S4: a user-friendly system for flexible, customizable, and large-scale social simulation AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-16T11:53:54.367760Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0a2399b0-3a2a-4c2b-a4d3-adc19e01e32c · outbound

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

SOTOPIA-S4: a user-friendly system for flexible, customizable, and large-scale social simulation OASIS: Open Agent Social Interaction Simulations with One Million Agents

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-16T11:53:54.371109Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d420a0f5-cb7f-4516-a942-8035d09bdddc · outbound

This paper cites HAICOSYSTEM: An Ecosystem for Sandboxing Safety Risks in Human-AI Interactions.

SOTOPIA-S4: a user-friendly system for flexible, customizable, and large-scale social simulation HAICOSYSTEM: An Ecosystem for Sandboxing Safety Risks in Human-AI Interactions

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-16T11:53:54.374679Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 457f92a6-2541-4a8b-bb76-dd1fccbe7f9a · outbound

This paper cites an unresolved cited work.

SOTOPIA-S4: a user-friendly system for flexible, customizable, and large-scale social simulation Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-16T11:53:54.378334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 940af89d-8eb0-483b-b4e6-da70f61ea091 · outbound

This paper cites an unresolved cited work.

SOTOPIA-S4: a user-friendly system for flexible, customizable, and large-scale social simulation Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-16T11:53:54.787030Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 538d8ee1-ea8c-43b3-b054-b2a1a558b07d · outbound

This paper cites an unresolved cited work.

SOTOPIA-S4: a user-friendly system for flexible, customizable, and large-scale social simulation Unresolved cited work

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-16T11:53:54.384726Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation dde709fd-7bf7-4779-a4ee-4fd4f0a21c37 · inbound

YuLan-OneSim: Towards the Next Generation of Social Simulator with Large Language Models cites this paper.

YuLan-OneSim: Towards the Next Generation of Social Simulator with Large Language Models SOTOPIA-S4: a user-friendly system for flexible, customizable, and large-scale social simulation

Reference 31

Resolution: verified exact; local_arxiv, observed 2026-08-15T22:17:03.598021Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.