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Paper Citation Record · LEDGER

Emergent World Models and Latent Variable Estimation in Chess-Playing Language Models

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 6 inbound Pith citation observations for arXiv:2403.15498.

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

pith.paper-citation-record.v1
2403.15498 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 6 of 6 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 6 of 6 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:17:25.897642Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T01:46:26.352676Z

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 00205dca-834e-4186-9a7b-4b2ffd78de6f · inbound

Linear Spatial World Models Emerge in Large Language Models cites this paper.

Linear Spatial World Models Emerge in Large Language Models Emergent World Models and Latent Variable Estimation in Chess-Playing Language Models

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-07T11:17:25.897642Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:17:25.897642Z digest=sha256:c0cfb33c56dda540196561aa509f70832af3161f71351c84707054793c83162a

Observation 6c537e7f-a4d4-4afd-88f2-31c7dc7847b3 · inbound

Why We Need World Models for AGI: Where LLMs Fail and How World Models May Outperform cites this paper.

Why We Need World Models for AGI: Where LLMs Fail and How World Models May Outperform Emergent World Models and Latent Variable Estimation in Chess-Playing Language Models

Reference 36

Resolution
verified exact
arxiv_id, observed 2026-07-01T14:25:46.623674Z

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.

source=pdf_text observed=2026-06-30T21:36:44.033596Z digest=sha256:025c76da7754de18b892d57c6cf1f258b77b514ca519420fe14eabe32ebcc394

Observation 9ce8404c-3ddc-45c3-be9a-f50363131dc5 · inbound

A Close Look At World Model Recovery In Supervised Fine-Tuned LLM Planners cites this paper.

A Close Look At World Model Recovery In Supervised Fine-Tuned LLM Planners Emergent World Models and Latent Variable Estimation in Chess-Playing Language Models

Reference 11

Resolution
verified exact
arxiv_id, observed 2026-07-02T01:46:26.354342Z

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.

source=pdf_text observed=2026-06-28T11:36:14.896698Z digest=sha256:324f35e1710923deef9c8fae3181d3d265c8c22a5054fd9ffc7790d9c66ff842

Observation 344eb695-4da3-4725-accf-b0098e51cd47 · inbound

One mechanism for many mental spaces: a shared router over a value slot in language models cites this paper.

One mechanism for many mental spaces: a shared router over a value slot in language models Emergent World Models and Latent Variable Estimation in Chess-Playing Language Models

Reference 6

Resolution
unresolved
no resolver link, observed 2026-07-14T13:13:40.183633Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-14T13:13:40.183633Z digest=sha256:5551715bf538841d24efab5ec3d3adbc7741a129951b33c5c2cda58085de927f

Observation 76b73e53-e914-4148-a2a8-efa14dc20bc5 · inbound

One mechanism for many mental spaces: a shared router over a value slot in language models cites this paper.

One mechanism for many mental spaces: a shared router over a value slot in language models Emergent World Models and Latent Variable Estimation in Chess-Playing Language Models

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-02T07:26:55.144740Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T07:26:55.144740Z digest=sha256:569f20eab3fa4004122dd46738f20ddcf79dfed1506f5ef3a3da9982d98cfd8e

Observation 604df13b-7042-4a51-ac75-f162e818aef3 · inbound

Three-Body Alignment: Aligning Chess Agent with Human Reasoning through Reranked Rationale cites this paper.

Three-Body Alignment: Aligning Chess Agent with Human Reasoning through Reranked Rationale Emergent World Models and Latent Variable Estimation in Chess-Playing Language Models

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-01T06:10:10.205931Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T06:10:10.205931Z digest=sha256:777228eb6bcd462c5bdd927ab0a31b9c29e47023706a2ec757750327407d5e89