Paper Citation Record · LEDGER

Sense and Sensitivity: Evaluating the simulation of social dynamics via Large Language Models

As of 24 August 2026, this Paper Citation Record lists 44 of 44 outbound references and 0 inbound Pith citation observations for arXiv:2412.05093.

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

pith.paper-citation-record.v1
2412.05093 v1

Coverage vector

measured 44 of 44 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T20:59:01.772884Z

measured 44 of 44 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

44 of 44 outbound references displayed

verified exact0
verified fuzzy39
unresolved5
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a7191c1a-51e6-43df-8baa-7c6894128219 · outbound

This paper cites The political blogosphere and the 2004 U.

Sense and Sensitivity: Evaluating the simulation of social dynamics via Large Language Models The political blogosphere and the 2004 U

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:59:02.497875Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 3afbe5ce-0a52-4707-85ce-bc5dc6dd6e11 · outbound

This paper cites Challenges, tasks, and opportunities in modeling agent-based complex systems.

Sense and Sensitivity: Evaluating the simulation of social dynamics via Large Language Models Challenges, tasks, and opportunities in modeling agent-based complex systems

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:59:02.480439Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 6074cd15-e953-4c22-a791-0a10e6cfa2e8 · outbound

This paper cites A new tool for epidemiology: the usefulness of dynamic-agent models in understanding place effects on health.

Sense and Sensitivity: Evaluating the simulation of social dynamics via Large Language Models A new tool for epidemiology: the usefulness of dynamic-agent models in understanding place effects on health

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:59:02.464207Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation d89b7608-5f85-44d9-b53a-cd4ff7886822 · outbound

This paper cites Group formation in large social networks.

Sense and Sensitivity: Evaluating the simulation of social dynamics via Large Language Models Group formation in large social networks

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:59:02.449162Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 61b83fa0-f767-4828-b2ca-3ed975ae0e83 · outbound

This paper cites Emergence of scaling in random networks.

Sense and Sensitivity: Evaluating the simulation of social dynamics via Large Language Models Emergence of scaling in random networks

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:59:02.434103Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation c0c56835-6f37-40f4-bfbc-0aac136a7aac · outbound

This paper cites Asset pricing under endogenous expectations in an artificial stock market.

Sense and Sensitivity: Evaluating the simulation of social dynamics via Large Language Models Asset pricing under endogenous expectations in an artificial stock market

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:59:02.420261Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 0c0bec0e-30ee-4d88-b181-2f0f4aa605b9 · outbound

This paper cites Agent-based models of financial markets: A comparison with experimental markets.

Sense and Sensitivity: Evaluating the simulation of social dynamics via Large Language Models Agent-based models of financial markets: A comparison with experimental markets

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:59:02.404609Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 550d6c9e-d316-4935-b4ca-7675cf7bc023 · outbound

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

Sense and Sensitivity: Evaluating the simulation of social dynamics via Large Language Models Simulating opinion dynamics with networks of LLM -based agents

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:59:02.388069Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation a39698db-9b78-4bbc-9df0-6ff7a28cf2a3 · outbound

This paper cites Why I no longer work with agents.

Sense and Sensitivity: Evaluating the simulation of social dynamics via Large Language Models Why I no longer work with agents

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:59:02.372440Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation f078f7a1-2f12-41df-a8d1-c20397590e31 · outbound

This paper cites Reaching a consensus.

Sense and Sensitivity: Evaluating the simulation of social dynamics via Large Language Models Reaching a consensus

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:59:02.356991Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation e5f83c53-1063-4ec8-b288-ece00bcbee2d · outbound

This paper cites Growing artificial societies.

Sense and Sensitivity: Evaluating the simulation of social dynamics via Large Language Models Growing artificial societies

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:59:02.341192Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation c3f5fe5f-cd9c-4de0-9f34-ee8d949327ca · outbound

This paper cites On the evolution of random graphs.

Sense and Sensitivity: Evaluating the simulation of social dynamics via Large Language Models On the evolution of random graphs

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:59:02.324940Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 6644f211-9dff-436b-8a1c-6b216cc5065c · outbound

This paper cites Promptbreeder: Self-Referential Self-Improvement Via Prompt Evolution.

Sense and Sensitivity: Evaluating the simulation of social dynamics via Large Language Models Promptbreeder: Self-Referential Self-Improvement Via Prompt Evolution

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-11T20:59:01.620130Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a51bb6dd-b3d4-41d3-be40-1b2fcb45f657 · outbound

This paper cites A centrality measure for quantifying spread on weighted, directed networks.

Sense and Sensitivity: Evaluating the simulation of social dynamics via Large Language Models A centrality measure for quantifying spread on weighted, directed networks

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:59:02.307199Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 56b918bc-9da3-4c9a-8152-eb747f7bc407 · outbound

This paper cites S 3 : Social-network simulation system with large language model-empowered agents.

Sense and Sensitivity: Evaluating the simulation of social dynamics via Large Language Models S 3 : Social-network simulation system with large language model-empowered agents

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:59:02.288756Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation a5c6a019-901f-4272-9e63-603cad843acc · outbound

This paper cites How to build and use agent-based models in social science.

Sense and Sensitivity: Evaluating the simulation of social dynamics via Large Language Models How to build and use agent-based models in social science

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:59:02.272383Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation be8adf25-ce93-4dcb-a2c1-56e4df4dac14 · outbound

This paper cites Robustness of named-entity replacements for in-context learning.

Sense and Sensitivity: Evaluating the simulation of social dynamics via Large Language Models Robustness of named-entity replacements for in-context learning

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-11T20:59:01.640702Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3bc17596-096c-4ee6-8b9b-42b58e1d2123 · outbound

This paper cites Opinion dynamics and bounded confidence models, analysis, and simulation.

Sense and Sensitivity: Evaluating the simulation of social dynamics via Large Language Models Opinion dynamics and bounded confidence models, analysis, and simulation

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:59:02.252300Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 091b5c87-2b2c-480a-a793-0eef581e1b92 · outbound

This paper cites Stochastic blockmodels: First steps.

Sense and Sensitivity: Evaluating the simulation of social dynamics via Large Language Models Stochastic blockmodels: First steps

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:59:02.235402Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation a3a8a7db-3a75-40fc-b901-d1230090cdb4 · outbound

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

Sense and Sensitivity: Evaluating the simulation of social dynamics via Large Language Models Lyfe agents: Generative agents for low-cost real-time social interactions

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:59:02.217026Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 95e7b59d-1548-414b-b57f-bad18e3de1a3 · outbound

This paper cites Stochastic blockmodels and community structure in networks.

Sense and Sensitivity: Evaluating the simulation of social dynamics via Large Language Models Stochastic blockmodels and community structure in networks

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:59:02.201668Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 0c004dfc-40a9-4d62-a939-a26c94d85b9d · outbound

This paper cites Efficient memory management for large language model serving with PagedAttention.

Sense and Sensitivity: Evaluating the simulation of social dynamics via Large Language Models Efficient memory management for large language model serving with PagedAttention

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:59:02.186103Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation d9a88e75-2755-41e3-aa4d-789c35005b56 · outbound

This paper cites Graphs over time.

Sense and Sensitivity: Evaluating the simulation of social dynamics via Large Language Models Graphs over time

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:59:02.169864Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation ddff1168-75a9-4c8a-941a-b1acbecc94aa · outbound

This paper cites System identification.

Sense and Sensitivity: Evaluating the simulation of social dynamics via Large Language Models System identification

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:59:02.154810Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 5069e1e6-9645-4a9f-865f-0ac63d6153e4 · outbound

This paper cites Keeping LLMs Aligned After Fine-tuning: The Crucial Role of Prompt Templates.

Sense and Sensitivity: Evaluating the simulation of social dynamics via Large Language Models Keeping LLMs Aligned After Fine-tuning: The Crucial Role of Prompt Templates

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-11T20:59:01.682259Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 15194ae3-d841-4c83-b1e8-c0e307e35f24 · outbound

This paper cites SimLM : Can language models infer parameters of physical systems? arXiv preprint arXiv:2312.

Sense and Sensitivity: Evaluating the simulation of social dynamics via Large Language Models SimLM : Can language models infer parameters of physical systems? arXiv preprint arXiv:2312

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:59:02.139542Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 57d82961-0c64-47f9-b40d-20b52a22f1ed · outbound

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Sense and Sensitivity: Evaluating the simulation of social dynamics via Large Language Models Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-11T20:59:01.693322Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0d6ac576-b14a-4ed9-b4df-35546cf1289b · outbound

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

Sense and Sensitivity: Evaluating the simulation of social dynamics via Large Language Models Generative agents: Interactive simulacra of human behavior

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:59:02.123970Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 1aa40a70-af3e-4482-bdfb-4286de5dd2f1 · outbound

This paper cites Advprompter: Fast adaptive adversarial prompting for llms.

Sense and Sensitivity: Evaluating the simulation of social dynamics via Large Language Models Advprompter: Fast adaptive adversarial prompting for llms

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:59:02.108039Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation e6ad05d4-280e-40d1-ae20-3d26258dc309 · outbound

This paper cites Prompt programming for large language models: Beyond the few-shot paradigm.

Sense and Sensitivity: Evaluating the simulation of social dynamics via Large Language Models Prompt programming for large language models: Beyond the few-shot paradigm

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:59:02.091812Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation aa62a589-f5f0-4cfb-bd2a-ecae7b405efc · outbound

This paper cites Individual based models in ecology: An evaluation, or how not to ruin a good thing.

Sense and Sensitivity: Evaluating the simulation of social dynamics via Large Language Models Individual based models in ecology: An evaluation, or how not to ruin a good thing

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:59:02.075972Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 13fc3663-9e57-43de-981e-112b77f9659e · outbound

This paper cites Dynamic models of segregation.

Sense and Sensitivity: Evaluating the simulation of social dynamics via Large Language Models Dynamic models of segregation

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:59:02.060355Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 5cbf7841-73e2-409d-98ff-2ebe14fde0be · outbound

This paper cites Deconstructing in-context learning: Understanding prompts via corruption.

Sense and Sensitivity: Evaluating the simulation of social dynamics via Large Language Models Deconstructing in-context learning: Understanding prompts via corruption

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:59:02.043135Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 9b243d49-aac7-400d-bd43-9a0c08ef307f · outbound

This paper cites Systematic biases in LLM simulations of debates.

Sense and Sensitivity: Evaluating the simulation of social dynamics via Large Language Models Systematic biases in LLM simulations of debates

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:59:02.026603Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation b0602419-5a9b-4b34-819e-90a2748bfce7 · outbound

This paper cites Agent-based computational economics: Overview and brief history.

Sense and Sensitivity: Evaluating the simulation of social dynamics via Large Language Models Agent-based computational economics: Overview and brief history

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:59:02.011698Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 19263222-76d3-419f-ab1a-e6517314f107 · outbound

This paper cites Llama 2: Open foundation and fine-tuned chat models.

Sense and Sensitivity: Evaluating the simulation of social dynamics via Large Language Models Llama 2: Open foundation and fine-tuned chat models

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:59:01.994816Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 978728b4-310d-4ad9-a1c9-3dd0678a9523 · outbound

This paper cites Agent-based modeling in public health: current applications and future directions.

Sense and Sensitivity: Evaluating the simulation of social dynamics via Large Language Models Agent-based modeling in public health: current applications and future directions

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:59:01.978382Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 51556331-e24c-4e16-be74-c5bf63996d11 · outbound

This paper cites Simulating social media using large language models to evaluate alternative news feed algorithms.

Sense and Sensitivity: Evaluating the simulation of social dynamics via Large Language Models Simulating social media using large language models to evaluate alternative news feed algorithms

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:59:01.961459Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 5345a2ec-f5b5-4278-bd98-7fd644564695 · outbound

This paper cites Attention is all you need.

Sense and Sensitivity: Evaluating the simulation of social dynamics via Large Language Models Attention is all you need

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:59:01.944228Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 97cbb84d-8992-48da-badc-bb2383f374b9 · outbound

This paper cites Universal adversarial triggers for attacking and analyzing NLP.

Sense and Sensitivity: Evaluating the simulation of social dynamics via Large Language Models Universal adversarial triggers for attacking and analyzing NLP

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:59:01.928866Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 7a3c0cd9-a182-4a9c-bd9d-8ed7fc6e6316 · outbound

This paper cites Collective dynamics of ‘small-world’networks.

Sense and Sensitivity: Evaluating the simulation of social dynamics via Large Language Models Collective dynamics of ‘small-world’networks

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:59:01.912351Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 57f390b9-6f9b-4ba3-8fee-1d130aa2a56a · outbound

This paper cites an unresolved cited work.

Sense and Sensitivity: Evaluating the simulation of social dynamics via Large Language Models Unresolved cited work

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-11T20:59:01.762619Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2ee10879-5424-4f14-897e-0266bde6325d · outbound

This paper cites Multi-agent reinforcement learning: A selective overview of theories and algorithms.

Sense and Sensitivity: Evaluating the simulation of social dynamics via Large Language Models Multi-agent reinforcement learning: A selective overview of theories and algorithms

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:59:01.897119Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation b395545e-c8e8-4613-87bc-d9bbfb894b7f · outbound

This paper cites Personalizing dialogue agents: I have a dog, do you have pets too? arXiv preprint arXiv:1801.

Sense and Sensitivity: Evaluating the simulation of social dynamics via Large Language Models Personalizing dialogue agents: I have a dog, do you have pets too? arXiv preprint arXiv:1801

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:59:01.880434Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Pith citing papers

No inbound Pith citation observations are available.