Paper Citation Record · LEDGER

Belief-Sim: Towards Belief-Driven Simulation of Demographic Misinformation Susceptibility

As of 8 August 2026, this Paper Citation Record lists 10 of 10 outbound references and 1 inbound Pith citation observation for arXiv:2603.03585.

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

pith.paper-citation-record.v1
2603.03585 v2

Coverage vector

measured 10 of 10 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-02T19:06:34.255536Z

measured 11 of 11 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-19T23:17:58.267454Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-19T23:22:52.419696Z

Reference resolution

10 of 10 outbound references displayed

verified exact0
verified fuzzy0
unresolved9
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b3299b5b-13c9-42d5-a09f-fa3f9cf3daf1 · outbound

This paper cites These two are concatenated and fed into a lightweight, train- able classification head.

Belief-Sim: Towards Belief-Driven Simulation of Demographic Misinformation Susceptibility These two are concatenated and fed into a lightweight, train- able classification head

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-02T19:06:34.255536Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9c24cff7-1ced-43de-ab4b-ce1a23253d1b · outbound

This paper cites The 1- phase baseline model perform decent, however, the performance drops sharply on MIST-2.

Belief-Sim: Towards Belief-Driven Simulation of Demographic Misinformation Susceptibility The 1- phase baseline model perform decent, however, the performance drops sharply on MIST-2

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-02T19:06:34.251749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f4259f17-696b-4723-b429-3dc9672654f9 · outbound

This paper cites Do Language Models Think Consistently? A Study of Value Preferences Across Varying Response Lengths.

Belief-Sim: Towards Belief-Driven Simulation of Demographic Misinformation Susceptibility Do Language Models Think Consistently? A Study of Value Preferences Across Varying Response Lengths

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-02T19:06:34.234520Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cd1a7f20-1cbe-4c51-858c-d86b37a48f0b · outbound

This paper cites Using LLMs to Model the Beliefs and Preferences of Targeted Populations.

Belief-Sim: Towards Belief-Driven Simulation of Demographic Misinformation Susceptibility Using LLMs to Model the Beliefs and Preferences of Targeted Populations

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-02T19:06:34.238780Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cf053998-d0d8-4909-ab34-28683f799a8c · outbound

This paper cites Whose Opinions Do Language Models Reflect?.

Belief-Sim: Towards Belief-Driven Simulation of Demographic Misinformation Susceptibility Whose Opinions Do Language Models Reflect?

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-02T19:06:34.243099Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a2c881d5-bea0-4e72-b09f-9455cb711b5b · outbound

This paper cites SOTOPIA: Interactive Evaluation for Social Intelligence in Language Agents.

Belief-Sim: Towards Belief-Driven Simulation of Demographic Misinformation Susceptibility SOTOPIA: Interactive Evaluation for Social Intelligence in Language Agents

Reference 8

Resolution: malformed identifier; no resolver link, observed 2026-08-02T19:06:34.246776Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 73ec6b81-b3c4-40a8-8522-869360055480 · outbound

This paper cites Rakoen Maertens, Friedrich M Götz, Hudson F Golino, Jon Roozenbeek, Claudia R Schneider, Yara Kyrychenko, John R Kerr, Stefan Stieger, William P McClanahan, Karly Drabot, et al.

Belief-Sim: Towards Belief-Driven Simulation of Demographic Misinformation Susceptibility Rakoen Maertens, Friedrich M Götz, Hudson F Golino, Jon Roozenbeek, Claudia R Schneider, Yara Kyrychenko, John R Kerr, Stefan Stieger, William P McClanahan, Karly Drabot, et al

Reference 2016

Resolution: unresolved; no resolver link, observed 2026-08-02T19:06:34.225955Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2aea756c-fbaf-4ac6-8ff2-32446b58a801 · outbound

This paper cites Nicolas M Anspach and Taylor N Carlson.

Belief-Sim: Towards Belief-Driven Simulation of Demographic Misinformation Susceptibility Nicolas M Anspach and Taylor N Carlson

Reference 2019

Resolution: unresolved; no resolver link, observed 2026-08-02T19:06:34.216665Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eb05a32e-65ee-4a42-ac10-8f2d75394664 · outbound

This paper cites Dane Bertram.

Belief-Sim: Towards Belief-Driven Simulation of Demographic Misinformation Susceptibility Dane Bertram

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-02T19:06:34.221357Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 99e68378-3ba0-4580-9afc-95b9fd5ed606 · outbound

This paper cites Virtual Personas for Language Models via an Anthology of Backstories.

Belief-Sim: Towards Belief-Driven Simulation of Demographic Misinformation Susceptibility Virtual Personas for Language Models via an Anthology of Backstories

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-02T19:06:34.230012Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation e089f102-bd94-4836-9586-648262308e64 · inbound

You Can't Fool Us: Understanding the Resilience of LLM-driven Agent Communities to Misinformation cites this paper.

You Can't Fool Us: Understanding the Resilience of LLM-driven Agent Communities to Misinformation Belief-Sim: Towards Belief-Driven Simulation of Demographic Misinformation Susceptibility

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-05-27T02:04:34.778280Z

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.