Paper Citation Record · LEDGER

Emergence of a High-Dimensional Abstraction Phase in Language Transformers

As of 18 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 7 inbound Pith citation observations for arXiv:2405.15471.

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

pith.paper-citation-record.v1
2405.15471 v4

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 2026-08-18T06:34:40.430872+00:00

measured 7 of 7 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-10T20:47:13.632664Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-09T21:16:34.225463Z

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 79358eb8-928a-402e-bbe6-6a9b684a1787 · inbound

Emergent effects of scaling on the functional hierarchies within large language models cites this paper.

Emergent effects of scaling on the functional hierarchies within large language models Emergence of a High-Dimensional Abstraction Phase in Language Transformers

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-10T20:47:13.632664Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d6520fc-09c6-4ded-9ca3-a195872ef395 · inbound

The Geometry of Tokens in Internal Representations of Large Language Models cites this paper.

The Geometry of Tokens in Internal Representations of Large Language Models Emergence of a High-Dimensional Abstraction Phase in Language Transformers

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-10T19:11:41.820230Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4492eaa8-6a79-410d-93dc-e4a22b0732ae · inbound

Towards Understanding the Shape of Representations in Protein Language Models cites this paper.

Towards Understanding the Shape of Representations in Protein Language Models Emergence of a High-Dimensional Abstraction Phase in Language Transformers

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-04T13:54:19.554129Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0475bb20-faae-4eef-b9be-95e7f6ba5546 · inbound

Controlling the Risk of Corrupted Contexts for Language Models via Early-Exiting cites this paper.

Controlling the Risk of Corrupted Contexts for Language Models via Early-Exiting Emergence of a High-Dimensional Abstraction Phase in Language Transformers

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-04T12:45:24.281466Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1d041205-fe19-49e5-81c3-bfe9a5cb634b · inbound

Uncovering the Latent Potential of Deep Intermediate Representations cites this paper.

Uncovering the Latent Potential of Deep Intermediate Representations Emergence of a High-Dimensional Abstraction Phase in Language Transformers

Reference 53

Resolution: verified exact; arxiv_id, observed 2026-05-25T05:36:39.260662Z

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 cca1229a-e7c9-4903-b88b-43ae8434838d · inbound

Riemannian Geometry for Pre-trained Language Model Embeddings cites this paper.

Riemannian Geometry for Pre-trained Language Model Embeddings Emergence of a High-Dimensional Abstraction Phase in Language Transformers

Reference 11

Resolution: verified exact; local_arxiv, observed 2026-07-09T21:16:34.226679Z

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 077bac82-5e58-4b42-8f63-fc016f5df1af · inbound

Isotropy Cliffs: The Geometric Signature of Decision-Making in Large Language Models cites this paper.

Isotropy Cliffs: The Geometric Signature of Decision-Making in Large Language Models Emergence of a High-Dimensional Abstraction Phase in Language Transformers

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-05T00:16:15.574307Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.