Paper Citation Record · LEDGER

Transformer Geometry Observatory TGO-III: Semantic Geometry Observatory

As of 7 August 2026, this Paper Citation Record lists 8 of 8 outbound references and 0 inbound Pith citation observations for arXiv:2608.01876.

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

pith.paper-citation-record.v1
2608.01876 v1

Coverage vector

measured 8 of 8 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T19:09:29.177850Z

measured 8 of 8 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+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

8 of 8 outbound references displayed

verified exact0
verified fuzzy0
unresolved8
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation def0e46e-df3d-4f4f-9371-2b5ea2b1ac9f · outbound

This paper cites Transformer Geometry Observatory TGO-I: Spectral Geometry Observatory.

Transformer Geometry Observatory TGO-III: Semantic Geometry Observatory Transformer Geometry Observatory TGO-I: Spectral Geometry Observatory

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-04T19:09:28.353179Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b38e3b52-f24a-4796-8ba8-d34e8379875a · outbound

This paper cites Transformer Geometry Observatory TGO-II: Representational Similarity Observatory.

Transformer Geometry Observatory TGO-III: Semantic Geometry Observatory Transformer Geometry Observatory TGO-II: Representational Similarity Observatory

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-04T19:09:28.454887Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 71d2ce25-c7ea-464e-b00a-1fc8421863fd · outbound

This paper cites Imagenet: A large-scale hierarchical image database,.

Transformer Geometry Observatory TGO-III: Semantic Geometry Observatory Imagenet: A large-scale hierarchical image database,

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-04T19:09:28.530904Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 558ac294-612b-48fa-8ca4-a810051cb48e · outbound

This paper cites An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale.

Transformer Geometry Observatory TGO-III: Semantic Geometry Observatory An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-04T19:09:28.682740Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 49ad0bcc-fc73-4299-8d82-b65fea126c81 · outbound

This paper cites Svcca: Singular vector canonical correlation analysis for deep learning dynamics and interpretability,.

Transformer Geometry Observatory TGO-III: Semantic Geometry Observatory Svcca: Singular vector canonical correlation analysis for deep learning dynamics and interpretability,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-04T19:09:28.841125Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 41419de7-5432-497a-93a9-9d40ec3c78fe · outbound

This paper cites Similarity of Neural Network Representations Revisited.

Transformer Geometry Observatory TGO-III: Semantic Geometry Observatory Similarity of Neural Network Representations Revisited

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-04T19:09:28.943857Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b8ed5a6-0f56-4336-a7b4-b9c4dd9b46d1 · outbound

This paper cites The training accuracy of two-layer neural networks: its estimation and understanding using random datasets,.

Transformer Geometry Observatory TGO-III: Semantic Geometry Observatory The training accuracy of two-layer neural networks: its estimation and understanding using random datasets,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-04T19:09:29.091278Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 200c31d8-68bb-4e1e-9967-ad334ee959f1 · outbound

This paper cites The training accuracy of two-layer neural networks: its estimation and understanding using random datasets.

Transformer Geometry Observatory TGO-III: Semantic Geometry Observatory The training accuracy of two-layer neural networks: its estimation and understanding using random datasets

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-04T19:09:29.177850Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.