Paper Citation Record · LEDGER

Geometry of Ordinal Representations in Language Models

As of 7 August 2026, this Paper Citation Record lists 31 of 31 outbound references and 0 inbound Pith citation observations for arXiv:2607.04167.

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

pith.paper-citation-record.v1
2607.04167 v1

Coverage vector

measured 31 of 31 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-11T21:13:38.798627Z

measured 31 of 31 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 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

31 of 31 outbound references displayed

verified exact0
verified fuzzy0
unresolved31
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malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3018ff22-0eb5-49a4-a769-2b5b00322750 · outbound

This paper cites arXiv preprint arXiv:2601.04480 , year=.

Geometry of Ordinal Representations in Language Models arXiv preprint arXiv:2601.04480 , year=

Reference 1

Resolution: unresolved; no resolver link, observed 2026-07-11T21:13:38.798627Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bf529eb2-7b81-46b1-bf74-5dfd2fc382e3 · outbound

This paper cites 2026 , eprint=.

Geometry of Ordinal Representations in Language Models 2026 , eprint=

Reference 2

Resolution: unresolved; no resolver link, observed 2026-07-11T21:13:38.798627Z

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Observation efe1dc98-576b-4219-aef7-60baf661d68b · outbound

This paper cites 2026 , eprint=.

Geometry of Ordinal Representations in Language Models 2026 , eprint=

Reference 3

Resolution: unresolved; no resolver link, observed 2026-07-11T21:13:38.798627Z

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Observation 6b2fbae4-3434-4886-a103-fdb79542f480 · outbound

This paper cites The Fourteenth International Conference on Learning Representations , year=.

Geometry of Ordinal Representations in Language Models The Fourteenth International Conference on Learning Representations , year=

Reference 4

Resolution: unresolved; no resolver link, observed 2026-07-11T21:13:38.798627Z

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Observation 06af9b4a-3174-4662-a198-a2eeae0a9f47 · outbound

This paper cites Philosophical Studies , year=.

Geometry of Ordinal Representations in Language Models Philosophical Studies , year=

Reference 5

Resolution: unresolved; no resolver link, observed 2026-07-11T21:13:38.798627Z

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Observation 9027beb0-8f55-438b-891a-45a51e1ba3d0 · outbound

This paper cites Deriving Neural Scaling Laws from the statistics of natural language.

Geometry of Ordinal Representations in Language Models Deriving Neural Scaling Laws from the statistics of natural language

Reference 6

Resolution: unresolved; no resolver link, observed 2026-07-11T21:13:38.798627Z

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Observation 13835024-fa40-480d-9be8-646b9fa8ae90 · outbound

This paper cites Transformer Circuits Thread , year=.

Geometry of Ordinal Representations in Language Models Transformer Circuits Thread , year=

Reference 7

Resolution: unresolved; no resolver link, observed 2026-07-11T21:13:38.798627Z

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Observation 5ebe1ce5-16ed-46cf-9044-2d5fdb88d38e · outbound

This paper cites Distill , year=.

Geometry of Ordinal Representations in Language Models Distill , year=

Reference 8

Resolution: unresolved; no resolver link, observed 2026-07-11T21:13:38.798627Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1ea7054b-cb6b-4ff9-94af-79d890c6534f · outbound

This paper cites Transformer Circuits Thread , year=.

Geometry of Ordinal Representations in Language Models Transformer Circuits Thread , year=

Reference 9

Resolution: unresolved; no resolver link, observed 2026-07-11T21:13:38.798627Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1ccc576d-a36a-4a21-a3ac-ed40809fe7f4 · outbound

This paper cites Daniel and Sumers, Theodore R.

Geometry of Ordinal Representations in Language Models Daniel and Sumers, Theodore R

Reference 10

Resolution: unresolved; no resolver link, observed 2026-07-11T21:13:38.798627Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 983e4df6-1d38-4072-9d12-13ae455efd80 · outbound

This paper cites The Eleventh International Conference on Learning Representations , year=.

Geometry of Ordinal Representations in Language Models The Eleventh International Conference on Learning Representations , year=

Reference 11

Resolution: unresolved; no resolver link, observed 2026-07-11T21:13:38.798627Z

Source-reported events for the cited work

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Observation 4d989d40-f688-4c5d-8e2d-a948f721e224 · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

Geometry of Ordinal Representations in Language Models Advances in Neural Information Processing Systems , volume=

Reference 12

Resolution: unresolved; no resolver link, observed 2026-07-11T21:13:38.798627Z

Source-reported events for the cited work

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Observation a28068ec-ff30-4510-bc77-78ec7ac31f30 · outbound

This paper cites The Twelfth International Conference on Learning Representations , year=.

Geometry of Ordinal Representations in Language Models The Twelfth International Conference on Learning Representations , year=

Reference 13

Resolution: unresolved; no resolver link, observed 2026-07-11T21:13:38.798627Z

Source-reported events for the cited work

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Observation 2f1bfef2-e7d8-4a3e-8265-1ae90e747233 · outbound

This paper cites Gemma Scope: Open Sparse Autoencoders Everywhere All At Once on.

Geometry of Ordinal Representations in Language Models Gemma Scope: Open Sparse Autoencoders Everywhere All At Once on

Reference 14

Resolution: unresolved; no resolver link, observed 2026-07-11T21:13:38.798627Z

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Observation 3edab5c9-6206-47f0-af26-f29dc49739f6 · outbound

This paper cites Interpreting.

Geometry of Ordinal Representations in Language Models Interpreting

Reference 15

Resolution: unresolved; no resolver link, observed 2026-07-11T21:13:38.798627Z

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Observation 8a0bb015-02b4-42c3-a10f-c3fc97815582 · outbound

This paper cites Eliciting Latent Predictions from Transformers with the Tuned Lens.

Geometry of Ordinal Representations in Language Models Eliciting Latent Predictions from Transformers with the Tuned Lens

Reference 16

Resolution: unresolved; no resolver link, observed 2026-07-11T21:13:38.798627Z

Source-reported events for the cited work

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Observation db215def-67de-4e6a-aa84-2a74ed33b845 · outbound

This paper cites Annual Review of Neuroscience , volume=.

Geometry of Ordinal Representations in Language Models Annual Review of Neuroscience , volume=

Reference 17

Resolution: unresolved; no resolver link, observed 2026-07-11T21:13:38.798627Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e8a134c9-d1a6-4c5f-93b5-55ddcfaf24fc · outbound

This paper cites The Thirty-eighth Annual Conference on Neural Information Processing Systems , year=.

Geometry of Ordinal Representations in Language Models The Thirty-eighth Annual Conference on Neural Information Processing Systems , year=

Reference 18

Resolution: unresolved; no resolver link, observed 2026-07-11T21:13:38.798627Z

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Observation 4b678654-670b-488e-b1a5-ef2926a0b481 · outbound

This paper cites Causal Representation Learning Workshop at NeurIPS 2023 , year=.

Geometry of Ordinal Representations in Language Models Causal Representation Learning Workshop at NeurIPS 2023 , year=

Reference 19

Resolution: unresolved; no resolver link, observed 2026-07-11T21:13:38.798627Z

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Observation 39ee9eff-0ee0-49a4-b516-3d7da3a1886f · outbound

This paper cites Is This the Subspace You Are Looking for?.

Geometry of Ordinal Representations in Language Models Is This the Subspace You Are Looking for?

Reference 20

Resolution: unresolved; no resolver link, observed 2026-07-11T21:13:38.798627Z

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Unavailable: canonical work link unavailable.

Observation 92ad1637-a8ae-4f64-95da-c9f4e05a71e5 · outbound

This paper cites The Twelfth International Conference on Learning Representations , year=.

Geometry of Ordinal Representations in Language Models The Twelfth International Conference on Learning Representations , year=

Reference 21

Resolution: unresolved; no resolver link, observed 2026-07-11T21:13:38.798627Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4a76f85e-467b-4b32-8030-431551508fc8 · outbound

This paper cites 2026 , url=.

Geometry of Ordinal Representations in Language Models 2026 , url=

Reference 22

Resolution: unresolved; no resolver link, observed 2026-07-11T21:13:38.798627Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bc83af31-a04f-4394-9351-fedd40c5845d · outbound

This paper cites The Thirteenth International Conference on Learning Representations , year=.

Geometry of Ordinal Representations in Language Models The Thirteenth International Conference on Learning Representations , year=

Reference 23

Resolution: unresolved; no resolver link, observed 2026-07-11T21:13:38.798627Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 092cdda2-0bb1-41d9-a0a4-1f32e924fa81 · outbound

This paper cites Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers) , pages=.

Geometry of Ordinal Representations in Language Models Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers) , pages=

Reference 24

Resolution: unresolved; no resolver link, observed 2026-07-11T21:13:38.798627Z

Source-reported events for the cited work

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Observation f074cab7-a52e-4c8a-819e-a1c9cd263a08 · outbound

This paper cites The Twelfth International Conference on Learning Representations , year=.

Geometry of Ordinal Representations in Language Models The Twelfth International Conference on Learning Representations , year=

Reference 25

Resolution: unresolved; no resolver link, observed 2026-07-11T21:13:38.798627Z

Source-reported events for the cited work

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Observation 454b1edd-da4f-48a3-9dc0-ebd62c96d86e · outbound

This paper cites First Conference on Language Modeling , year=.

Geometry of Ordinal Representations in Language Models First Conference on Language Modeling , year=

Reference 26

Resolution: unresolved; no resolver link, observed 2026-07-11T21:13:38.798627Z

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Observation 6ed8ffa2-bd1c-493d-bee6-e7ff7be46a7f · outbound

This paper cites Proceedings of the 2019 Conference of the North.

Geometry of Ordinal Representations in Language Models Proceedings of the 2019 Conference of the North

Reference 27

Resolution: unresolved; no resolver link, observed 2026-07-11T21:13:38.798627Z

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Observation e9866652-29c1-43ed-b08d-e17d1da4bbde · outbound

This paper cites NeurIPS 2025 Workshop on Mechanistic Interpretability , year=.

Geometry of Ordinal Representations in Language Models NeurIPS 2025 Workshop on Mechanistic Interpretability , year=

Reference 28

Resolution: unresolved; no resolver link, observed 2026-07-11T21:13:38.798627Z

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Observation c0d4822e-7a5a-40e4-b149-c286c5bffbad · outbound

This paper cites The Neural Basis of the.

Geometry of Ordinal Representations in Language Models The Neural Basis of the

Reference 29

Resolution: unresolved; no resolver link, observed 2026-07-11T21:13:38.798627Z

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Observation 9f6a03df-4ce3-4652-93aa-5ba0f76b289c · outbound

This paper cites Gemma 2: Improving Open Language Models at a Practical Size.

Geometry of Ordinal Representations in Language Models Gemma 2: Improving Open Language Models at a Practical Size

Reference 30

Resolution: unresolved; no resolver link, observed 2026-07-11T21:13:38.798627Z

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Observation de80c1e9-ec63-4e30-8782-a9acf6e7bc82 · outbound

This paper cites Qwen3 Technical Report.

Geometry of Ordinal Representations in Language Models Qwen3 Technical Report

Reference 31

Resolution: unresolved; no resolver link, observed 2026-07-11T21:13:38.798627Z

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Pith citing papers

No inbound Pith citation observations are available.