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Paper Citation Record · LEDGER

The Geometry of Tokens in Internal Representations of Large Language Models

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 7 inbound Pith citation observations for arXiv:2501.10573.

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

pith.paper-citation-record.v1
2501.10573 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 7 of 7 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 7 of 7 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T21:05:03.116745Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-30T07:34:21.708766Z

Reference resolution

0 of 0 outbound references displayed

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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 ad0838aa-9c70-4d71-be19-d52d396ea4fc · inbound

Physics- and geometry-aware spatio-spectral graph neural operator for time-independent and time-dependent PDEs cites this paper.

Physics- and geometry-aware spatio-spectral graph neural operator for time-independent and time-dependent PDEs The Geometry of Tokens in Internal Representations of Large Language Models

Reference 2015

Resolution
unresolved
no resolver link, observed 2026-08-05T20:59:36.914840Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:59:36.914840Z digest=sha256:b7605e87618954acfb526da248a69d71ddbcc2b54968eeedcf9f7c9aa61a543c

Observation 72a598f8-4f63-4750-952a-5f2c788ec367 · inbound

Attention's forward pass and Frank-Wolfe cites this paper.

Attention's forward pass and Frank-Wolfe The Geometry of Tokens in Internal Representations of Large Language Models

Reference 2015

Resolution
unresolved
no resolver link, observed 2026-08-05T21:05:03.116745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T21:05:03.116745Z digest=sha256:cd72423e340dcc3f10fc312b15351f99313d77497ae021a14981612775a212b1

Observation 03540d9c-13de-4cc0-844f-cb767e1ba278 · inbound

Rethinking Intrinsic Dimension Estimation in Neural Representations cites this paper.

Rethinking Intrinsic Dimension Estimation in Neural Representations The Geometry of Tokens in Internal Representations of Large Language Models

Reference 26

Resolution
verified exact
arxiv_id, observed 2026-05-10T00:54:48.756030Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-05-10T00:50:49.134622Z digest=sha256:f59d8f74f2b570d8de3a27edbfda4867f1bfb2f02b96f5930bcd83132c9a3501

Observation dd0d9e23-cb9b-4467-ada3-4f27bb90f5c8 · inbound

MIRROR: Aligning Semantic Relations from Language to Image via Gromov--Wasserstein cites this paper.

MIRROR: Aligning Semantic Relations from Language to Image via Gromov--Wasserstein The Geometry of Tokens in Internal Representations of Large Language Models

Reference 45

Resolution
verified exact
arxiv_id, observed 2026-06-30T07:34:21.710592Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-06-30T07:28:52.030720Z digest=sha256:5ec8fc7bf6233ca39ffdd55d7c8a614608b82b46fb024180db8fd54768e6a9f9

Observation 486dbb3a-dbae-4d80-87b3-8385c881c68c · inbound

An Analysis of Residual-Stream Geometry Across Transformer Depth cites this paper.

An Analysis of Residual-Stream Geometry Across Transformer Depth The Geometry of Tokens in Internal Representations of Large Language Models

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-01T17:18:48.117132Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T17:18:48.117132Z digest=sha256:adaaad7329093a3277424f754143d8fdce44f15137588e38f4a65335db0d27ab

Observation f3c3d279-cc74-4dab-9330-0c7009f19dfe · inbound

Geometric Configurations of Perturbed Jailbreak Prompts cites this paper.

Geometric Configurations of Perturbed Jailbreak Prompts The Geometry of Tokens in Internal Representations of Large Language Models

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-01T11:00:30.437019Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T11:00:30.437019Z digest=sha256:ebb45a00e4663764e44009b50bef1fd7e03683afe04695784749daa5b101db03

Observation 8efe7960-7f6d-481a-b4c4-14961554706b · inbound

Metaphor Tracer: A Theory-Informed Analysis of Hidden States cites this paper.

Metaphor Tracer: A Theory-Informed Analysis of Hidden States The Geometry of Tokens in Internal Representations of Large Language Models

Reference 19

Resolution
unresolved
no resolver link, observed 2026-07-31T07:30:05.523494Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T07:30:05.523494Z digest=sha256:f4a5384cd5390d85eed9df23c633000c0f05ba2cb7de5ed9d3573bfe0a5fd7fd