Paper Citation Record · LEDGER

Belief Propagation in LLM World Models: Measuring Strategic Information Bias with Prediction Markets

As of 7 August 2026, this Paper Citation Record lists 51 of 51 outbound references and 0 inbound Pith citation observations for arXiv:2607.20441.

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

pith.paper-citation-record.v1
2607.20441 v1

Coverage vector

measured 51 of 51 reference resolution

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Source: paper_references, paper_reference_links, observed 2026-08-02T14:21:34.020372Z

measured 51 of 51 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

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measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

51 of 51 outbound references displayed

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External citation measurements

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Outbound references

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Belief Propagation in LLM World Models: Measuring Strategic Information Bias with Prediction Markets Unresolved cited work

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Belief Propagation in LLM World Models: Measuring Strategic Information Bias with Prediction Markets Unresolved cited work

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Belief Propagation in LLM World Models: Measuring Strategic Information Bias with Prediction Markets Unresolved cited work

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Belief Propagation in LLM World Models: Measuring Strategic Information Bias with Prediction Markets Unresolved cited work

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Belief Propagation in LLM World Models: Measuring Strategic Information Bias with Prediction Markets Unresolved cited work

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Belief Propagation in LLM World Models: Measuring Strategic Information Bias with Prediction Markets Unresolved cited work

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Belief Propagation in LLM World Models: Measuring Strategic Information Bias with Prediction Markets Unresolved cited work

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Belief Propagation in LLM World Models: Measuring Strategic Information Bias with Prediction Markets Unresolved cited work

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Belief Propagation in LLM World Models: Measuring Strategic Information Bias with Prediction Markets Unresolved cited work

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Belief Propagation in LLM World Models: Measuring Strategic Information Bias with Prediction Markets Unresolved cited work

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Belief Propagation in LLM World Models: Measuring Strategic Information Bias with Prediction Markets Unresolved cited work

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Belief Propagation in LLM World Models: Measuring Strategic Information Bias with Prediction Markets Unresolved cited work

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Belief Propagation in LLM World Models: Measuring Strategic Information Bias with Prediction Markets Unresolved cited work

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Belief Propagation in LLM World Models: Measuring Strategic Information Bias with Prediction Markets Unresolved cited work

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Belief Propagation in LLM World Models: Measuring Strategic Information Bias with Prediction Markets Unresolved cited work

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Belief Propagation in LLM World Models: Measuring Strategic Information Bias with Prediction Markets Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing , pages=

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Belief Propagation in LLM World Models: Measuring Strategic Information Bias with Prediction Markets Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , year=

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Belief Propagation in LLM World Models: Measuring Strategic Information Bias with Prediction Markets Science , volume=

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Belief Propagation in LLM World Models: Measuring Strategic Information Bias with Prediction Markets Journal of Communication , volume=

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Belief Propagation in LLM World Models: Measuring Strategic Information Bias with Prediction Markets Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics , pages=

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Belief Propagation in LLM World Models: Measuring Strategic Information Bias with Prediction Markets Projections of Power: Framing News, Public Opinion, and

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Belief Propagation in LLM World Models: Measuring Strategic Information Bias with Prediction Markets From Pretraining Data to Language Models to Downstream Tasks: Tracking the Trails of Political Biases Leading to Unfair

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Belief Propagation in LLM World Models: Measuring Strategic Information Bias with Prediction Markets Computational Linguistics , volume=

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Belief Propagation in LLM World Models: Measuring Strategic Information Bias with Prediction Markets Approaching Human-Level Forecasting with Language Models

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Belief Propagation in LLM World Models: Measuring Strategic Information Bias with Prediction Markets Framing the War in

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Belief Propagation in LLM World Models: Measuring Strategic Information Bias with Prediction Markets How Multilingual is Multilingual

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Belief Propagation in LLM World Models: Measuring Strategic Information Bias with Prediction Markets Ukrainian

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Belief Propagation in LLM World Models: Measuring Strategic Information Bias with Prediction Markets Journal of Political Economy , volume=

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Belief Propagation in LLM World Models: Measuring Strategic Information Bias with Prediction Markets Journal of Economic Perspectives , volume=

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Belief Propagation in LLM World Models: Measuring Strategic Information Bias with Prediction Markets 2006 , number=

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Belief Propagation in LLM World Models: Measuring Strategic Information Bias with Prediction Markets International Conference on Learning Representations , year=

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Belief Propagation in LLM World Models: Measuring Strategic Information Bias with Prediction Markets An Evaluation of

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Belief Propagation in LLM World Models: Measuring Strategic Information Bias with Prediction Markets Unresolved cited work

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Belief Propagation in LLM World Models: Measuring Strategic Information Bias with Prediction Markets Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing , pages=

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Belief Propagation in LLM World Models: Measuring Strategic Information Bias with Prediction Markets Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics , pages=

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Belief Propagation in LLM World Models: Measuring Strategic Information Bias with Prediction Markets Introducing

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Belief Propagation in LLM World Models: Measuring Strategic Information Bias with Prediction Markets Framing and Agenda-Setting in

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Belief Propagation in LLM World Models: Measuring Strategic Information Bias with Prediction Markets A Contemporary News Corpus of

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Belief Propagation in LLM World Models: Measuring Strategic Information Bias with Prediction Markets From Bytes to Borsch: Fine-tuning

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Belief Propagation in LLM World Models: Measuring Strategic Information Bias with Prediction Markets Unresolved cited work

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Belief Propagation in LLM World Models: Measuring Strategic Information Bias with Prediction Markets War on Frames: Text Mining of Conflict in

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Belief Propagation in LLM World Models: Measuring Strategic Information Bias with Prediction Markets An Explanation of In-context Learning as Implicit

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Belief Propagation in LLM World Models: Measuring Strategic Information Bias with Prediction Markets International Conference on Machine Learning , pages=

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