Paper Citation Record · LEDGER

Cross-model Transferability among Large Language Models on the Platonic Representations of Concepts

As of 19 August 2026, this Paper Citation Record lists 32 of 32 outbound references and 1 inbound Pith citation observation for arXiv:2501.02009.

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

pith.paper-citation-record.v1
2501.02009 v2

Coverage vector

measured 32 of 32 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T22:38:16.414060Z

measured 33 of 33 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-10T18:36:44.401045Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-11T00:15:56.429546Z

Reference resolution

32 of 32 outbound references displayed

verified exact0
verified fuzzy1
unresolved31
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 6b56da89-658e-4884-9a3a-325db89c0e9f · outbound

This paper cites On the Opportunities and Risks of Foundation Models.

Cross-model Transferability among Large Language Models on the Platonic Representations of Concepts On the Opportunities and Risks of Foundation Models

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-10T22:38:16.257998Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b1acb84-61b4-4683-ab2b-2a8086323b3f · outbound

This paper cites an unresolved cited work.

Cross-model Transferability among Large Language Models on the Platonic Representations of Concepts Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-10T22:38:16.263559Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b9411e7e-8635-45b5-b760-2d6370f0eeff · outbound

This paper cites Universal Self-Consistency for Large Language Model Generation.

Cross-model Transferability among Large Language Models on the Platonic Representations of Concepts Universal Self-Consistency for Large Language Model Generation

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-10T22:38:16.268274Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6f683f41-4430-4103-bccd-156a89e324e4 · outbound

This paper cites The Llama 3 Herd of Models.

Cross-model Transferability among Large Language Models on the Platonic Representations of Concepts The Llama 3 Herd of Models

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-10T22:38:16.274079Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 815b95ed-0252-4225-bb7e-561ec69a019e · outbound

This paper cites Legend: Leveraging Representation Engineering to Annotate Safety Margin for Preference Datasets.

Cross-model Transferability among Large Language Models on the Platonic Representations of Concepts Legend: Leveraging Representation Engineering to Annotate Safety Margin for Preference Datasets

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-10T22:38:16.279479Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 493776ee-0df3-42e7-a4ef-ef9062581973 · outbound

This paper cites Effective and Efficient Adversarial Detection for Vision-Language Models via A Single Vector.

Cross-model Transferability among Large Language Models on the Platonic Representations of Concepts Effective and Efficient Adversarial Detection for Vision-Language Models via A Single Vector

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-10T22:38:16.284622Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6849982f-3fbc-4151-b160-06162096f73d · outbound

This paper cites an unresolved cited work.

Cross-model Transferability among Large Language Models on the Platonic Representations of Concepts Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:38:16.859356Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 4f8eabf4-99b3-4eec-9bce-454149744e61 · outbound

This paper cites an unresolved cited work.

Cross-model Transferability among Large Language Models on the Platonic Representations of Concepts Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:38:16.844575Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation b6bbc424-b770-4a83-bac6-2a2bd17f1757 · outbound

This paper cites an unresolved cited work.

Cross-model Transferability among Large Language Models on the Platonic Representations of Concepts Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-10T22:38:16.299363Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 704f4559-75e8-44e4-a035-9c416d8edf48 · outbound

This paper cites an unresolved cited work.

Cross-model Transferability among Large Language Models on the Platonic Representations of Concepts Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-10T22:38:16.304057Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e260e30e-5d8c-4ba1-b950-83642ad62151 · outbound

This paper cites an unresolved cited work.

Cross-model Transferability among Large Language Models on the Platonic Representations of Concepts Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-10T22:38:16.308930Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 815ca609-d8ea-4737-bd14-f370385c2b7e · outbound

This paper cites an unresolved cited work.

Cross-model Transferability among Large Language Models on the Platonic Representations of Concepts Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-10T22:38:16.313846Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 720adef6-56bc-4770-8737-db557d618259 · outbound

This paper cites an unresolved cited work.

Cross-model Transferability among Large Language Models on the Platonic Representations of Concepts Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:38:16.817899Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 607a90b5-19ed-472d-8b73-b430e9096a7d · outbound

This paper cites an unresolved cited work.

Cross-model Transferability among Large Language Models on the Platonic Representations of Concepts Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:38:16.802220Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation fd28ba8c-ee5f-4f5e-b2b2-e6439515b4f4 · outbound

This paper cites an unresolved cited work.

Cross-model Transferability among Large Language Models on the Platonic Representations of Concepts Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-10T22:38:16.327950Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c3a36a54-ae0d-47d1-a52a-a856acf82efc · outbound

This paper cites Autoregressive Large Language Models are Computationally Universal.

Cross-model Transferability among Large Language Models on the Platonic Representations of Concepts Autoregressive Large Language Models are Computationally Universal

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-10T22:38:16.332731Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c0998493-ef45-45a1-966f-5b9f3a2024f9 · outbound

This paper cites an unresolved cited work.

Cross-model Transferability among Large Language Models on the Platonic Representations of Concepts Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-10T22:38:16.337739Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a20d6f38-cb3d-42a6-b0a3-8b33d6ed1479 · outbound

This paper cites an unresolved cited work.

Cross-model Transferability among Large Language Models on the Platonic Representations of Concepts Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-10T22:38:16.342558Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 80a83ba6-b126-452a-8b93-173b0d4100e3 · outbound

This paper cites an unresolved cited work.

Cross-model Transferability among Large Language Models on the Platonic Representations of Concepts Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-10T22:38:16.347147Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5fddca73-ccdf-4ff5-967c-23fc30e3404c · outbound

This paper cites Linear Representations of Sentiment in Large Language Models.

Cross-model Transferability among Large Language Models on the Platonic Representations of Concepts Linear Representations of Sentiment in Large Language Models

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-10T22:38:16.351875Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d9a96d1a-dc00-4462-926a-96de058a6b9d · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

Cross-model Transferability among Large Language Models on the Platonic Representations of Concepts Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-10T22:38:16.356692Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1b305cd3-0c9e-4021-bdb9-7f44907e406f · outbound

This paper cites Steering Language Models With Activation Engineering.

Cross-model Transferability among Large Language Models on the Platonic Representations of Concepts Steering Language Models With Activation Engineering

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-10T22:38:16.361436Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba2c771b-68c1-4f9d-8557-680a00495783 · outbound

This paper cites an unresolved cited work.

Cross-model Transferability among Large Language Models on the Platonic Representations of Concepts Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:38:16.786631Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 65ee8e44-3d3a-471b-aea9-36517cb890a2 · outbound

This paper cites Sheikh, and Eero P.

Cross-model Transferability among Large Language Models on the Platonic Representations of Concepts Sheikh, and Eero P

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:38:16.770790Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation ecebcba9-7f51-44ce-862c-7cc8aa75be1e · outbound

This paper cites an unresolved cited work.

Cross-model Transferability among Large Language Models on the Platonic Representations of Concepts Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:38:16.755170Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation e3687e15-2763-44b7-ab17-7aad38830e72 · outbound

This paper cites an unresolved cited work.

Cross-model Transferability among Large Language Models on the Platonic Representations of Concepts Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-10T22:38:16.379857Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 829cad8c-a9d7-4d3d-9f56-234c551c21ed · outbound

This paper cites Qwen2 Technical Report.

Cross-model Transferability among Large Language Models on the Platonic Representations of Concepts Qwen2 Technical Report

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-10T22:38:16.384458Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c5c67c97-19fa-4868-9aeb-21bd80db65bd · outbound

This paper cites an unresolved cited work.

Cross-model Transferability among Large Language Models on the Platonic Representations of Concepts Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:38:16.728809Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation aa14fcbc-9937-4254-a719-39fc16071785 · outbound

This paper cites Representation Engineering: A Top-Down Approach to AI Transparency.

Cross-model Transferability among Large Language Models on the Platonic Representations of Concepts Representation Engineering: A Top-Down Approach to AI Transparency

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-10T22:38:16.394383Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cbec8424-5294-4ad9-b795-bcae2f641dcb · outbound

This paper cites Universal and Transferable Adversarial Attacks on Aligned Language Models.

Cross-model Transferability among Large Language Models on the Platonic Representations of Concepts Universal and Transferable Adversarial Attacks on Aligned Language Models

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-10T22:38:16.404315Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2ccd8260-ebd6-4298-a8ec-2b6dea23337c · outbound

This paper cites online" 'onlinestring :=.

Cross-model Transferability among Large Language Models on the Platonic Representations of Concepts online" 'onlinestring :=

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-10T22:38:16.409122Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5fe2ba96-ad99-48e5-89ab-c7fa3489813e · outbound

This paper cites write newline.

Cross-model Transferability among Large Language Models on the Platonic Representations of Concepts write newline

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-10T22:38:16.414060Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 2f8c026b-4bd0-467a-b48a-0d85b8f6ef4a · inbound

The Master Key Hypothesis: Unlocking Cross-Model Capability Transfer via Linear Subspace Alignment cites this paper.

The Master Key Hypothesis: Unlocking Cross-Model Capability Transfer via Linear Subspace Alignment Cross-model Transferability among Large Language Models on the Platonic Representations of Concepts

Reference 28

Resolution: verified exact; arxiv_id, observed 2026-05-11T00:15:56.433632Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.