Paper Citation Record · LEDGER

Finding Belief Geometries with Sparse Autoencoders

As of 1 August 2026, this Paper Citation Record lists 7 of 7 outbound references and 1 inbound Pith citation observation for arXiv:2604.02685.

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

pith.paper-citation-record.v1
2604.02685 v1

Coverage vector

measured 7 of 7 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-13T20:34:26.638692Z

measured 8 of 8 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-01T06:32:01.292127+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-31T09:20:47.045872Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-31T12:16:09.833992Z

Reference resolution

7 of 7 outbound references displayed

verified exact3
verified fuzzy2
unresolved1
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 92c89d5f-b353-4f11-86c4-9b1f087ae657 · outbound

This paper cites Hoagy Cunningham, Aidan Ewart, Logan Riggs, Robert Huben, and Lee Sharkey.

Finding Belief Geometries with Sparse Autoencoders Hoagy Cunningham, Aidan Ewart, Logan Riggs, Robert Huben, and Lee Sharkey

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T01:28:35.421855Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

Observation d5682860-a520-4cdf-82f3-93911ebf4d2c · outbound

This paper cites Advance access published 27 June.

Finding Belief Geometries with Sparse Autoencoders Advance access published 27 June

Reference 2

Resolution: verified exact; doi, observed 2026-05-13T20:38:14.229139Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

Observation 7e6c520a-3d4b-4b4d-96c8-e470970fd462 · outbound

This paper cites The FineWeb Datasets: Decanting the Web for the Finest Text Data at Scale.

Finding Belief Geometries with Sparse Autoencoders The FineWeb Datasets: Decanting the Web for the Finest Text Data at Scale

Reference 3

Resolution: verified exact; local_arxiv, observed 2026-05-13T20:38:15.058364Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

Observation ea26fa1b-0d97-414c-b390-ae4bab0f0930 · outbound

This paper cites Transformers represent belief state geometry in their residual stream.

Finding Belief Geometries with Sparse Autoencoders Transformers represent belief state geometry in their residual stream

Reference 4

Resolution: metadata mismatch; arxiv_id, observed 2026-05-13T20:38:15.061959Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

Observation c36f7e14-39c0-417f-95ac-7dd00500e2e0 · outbound

This paper cites Johannes von Oswald, Eyvind Niklasson, Ettore Randazzo, Jo ˜ao Sacramento, Alexander Mordvintsev, Andrey Zhmoginov, and Max Vladymyrov.

Finding Belief Geometries with Sparse Autoencoders Johannes von Oswald, Eyvind Niklasson, Ettore Randazzo, Jo ˜ao Sacramento, Alexander Mordvintsev, Andrey Zhmoginov, and Max Vladymyrov

Reference 5

Resolution: verified exact; doi, observed 2026-05-13T20:38:14.231534Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

Observation 1021b64e-a485-4f2b-8e14-7f09b14b7a7e · outbound

This paper cites an unresolved cited work.

Finding Belief Geometries with Sparse Autoencoders Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-05-14T01:28:35.425787Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

Observation d14d3f43-1de2-40c1-a2f0-ebe2c038c54f · outbound

This paper cites sig.” if Wilcoxon p < 0.001). Steering: best-combination score (“—.

Finding Belief Geometries with Sparse Autoencoders sig.” if Wilcoxon p < 0.001). Steering: best-combination score (“—

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T01:28:35.417545Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

Pith citing papers

Observation 27da44f8-9f0c-4982-b77f-84328e813376 · inbound

Sparse Autoencoders Encode Both Concepts and Functions: The Downstream Geometry of Feature Effects cites this paper.

Sparse Autoencoders Encode Both Concepts and Functions: The Downstream Geometry of Feature Effects Finding Belief Geometries with Sparse Autoencoders

Reference 4

Resolution: verified exact; local_arxiv, observed 2026-07-31T09:21:24.466794Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.