Paper Citation Record · LEDGER

Language-Driven Opinion Dynamics in Agent-Based Simulations with LLMs

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 8 inbound Pith citation observations for arXiv:2502.19098.

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

pith.paper-citation-record.v1
2502.19098 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 8 of 8 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 8 of 8 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T19:27:14.348854Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T02:49:24.490170Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 0d12adac-eacb-45bc-bf8e-7141fd219f37 · inbound

LLMs are Introvert cites this paper.

LLMs are Introvert Language-Driven Opinion Dynamics in Agent-Based Simulations with LLMs

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-06T19:27:14.348854Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation efeb40bc-9d17-49ff-aa79-a88d55948131 · inbound

Disentangling Interaction and Bias Effects in Opinion Dynamics of Large Language Models cites this paper.

Disentangling Interaction and Bias Effects in Opinion Dynamics of Large Language Models Language-Driven Opinion Dynamics in Agent-Based Simulations with LLMs

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-05-25T07:45:29.740179Z

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 50fd9c69-822f-457f-8ba6-de9448097728 · inbound

Simulating Online Social Media Conversations on Controversial Topics Using AI Agents Calibrated on Real-World Data cites this paper.

Simulating Online Social Media Conversations on Controversial Topics Using AI Agents Calibrated on Real-World Data Language-Driven Opinion Dynamics in Agent-Based Simulations with LLMs

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-05-18T14:41:30.267735Z

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 85f33106-3170-4e2d-b0b0-e21d5c1a5126 · inbound

Emergent Coordinated Behaviors in Networked LLM Agents: Modeling the Strategic Dynamics of Information Operations cites this paper.

Emergent Coordinated Behaviors in Networked LLM Agents: Modeling the Strategic Dynamics of Information Operations Language-Driven Opinion Dynamics in Agent-Based Simulations with LLMs

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-04T07:39:55.315517Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e21e5f6-a1eb-4c44-85ef-234c058601d7 · inbound

Conformity Generates Collective Misalignment in AI Agents Societies cites this paper.

Conformity Generates Collective Misalignment in AI Agents Societies Language-Driven Opinion Dynamics in Agent-Based Simulations with LLMs

Reference 20

Resolution: verified exact; arxiv_id, observed 2026-05-12T06:06:27.022580Z

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 4561c8e4-242a-4b08-a37d-280b3794872e · inbound

AI-Mediated Communication Can Steer Collective Opinion cites this paper.

AI-Mediated Communication Can Steer Collective Opinion Language-Driven Opinion Dynamics in Agent-Based Simulations with LLMs

Reference 79

Resolution: verified exact; arxiv_id, observed 2026-05-19T21:42:48.224409Z

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 0ecf6a69-93e2-4eb5-9748-67598094d209 · inbound

Building Social World Models with Large Language Models cites this paper.

Building Social World Models with Large Language Models Language-Driven Opinion Dynamics in Agent-Based Simulations with LLMs

Reference 127

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T09:07:47.487906Z

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 f6731830-1e7c-445d-ad80-c1aad2007cde · inbound

Opinion Polarization in LLM-Based Social Networks: Manipulation and Mitigation cites this paper.

Opinion Polarization in LLM-Based Social Networks: Manipulation and Mitigation Language-Driven Opinion Dynamics in Agent-Based Simulations with LLMs

Reference 35

Resolution: verified exact; arxiv_id, observed 2026-07-04T02:49:24.492101Z

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.