Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-02T05:49:29.479847Z
Paper Citation Record · LEDGER
On Transformer Dynamics
As of 17 August 2026, this Paper Citation Record lists 19 of 19 outbound references and 0 inbound Pith citation observations for arXiv:2607.13295.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
19 of 19 outbound references displayed
- verified exact0
- verified fuzzy0
- unresolved19
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 39021abb-5b25-4e63-938a-8fa917f1cbd8 · outbound
This paper cites an unresolved cited work.
On Transformer Dynamics Unresolved cited work
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T05:49:27.407962Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f796b427-48c1-4ea7-97c9-79d47902e888 · outbound
This paper cites Erd˝ os, A.
On Transformer Dynamics Erd˝ os, A
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T05:49:27.482575Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8df2ef2f-c9d0-47e1-a441-1186dce670a8 · outbound
This paper cites K˝ onig, ¨Uber Graphen und ihre Anwendung auf Determinantentheorie und Mengenlehre, Math.
On Transformer Dynamics K˝ onig, ¨Uber Graphen und ihre Anwendung auf Determinantentheorie und Mengenlehre, Math
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T05:49:27.644313Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0d25dd13-b32a-4e05-be81-869ca1e139dc · outbound
This paper cites an unresolved cited work.
On Transformer Dynamics Unresolved cited work
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T05:49:27.819691Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bea94da5-125e-4d00-825b-741f37379857 · outbound
This paper cites Kratzke, B.
On Transformer Dynamics Kratzke, B
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T05:49:27.967587Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b19af0ad-3cbe-4201-bcb9-83f1bfae2a3d · outbound
This paper cites an unresolved cited work.
On Transformer Dynamics Unresolved cited work
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T05:49:28.150267Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7b9f5f97-dc91-40dd-a15d-68a00e4dc73a · outbound
This paper cites Huang and B.
On Transformer Dynamics Huang and B
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T05:49:28.296174Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ba3db4e0-5f4e-40a6-91ab-67c0148ac615 · outbound
This paper cites A mathematical perspective on Transformers.
On Transformer Dynamics A mathematical perspective on Transformers
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T05:49:28.420324Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1103d461-5d19-4565-a24e-4aeb1bc30786 · outbound
This paper cites Vaswani, N.
On Transformer Dynamics Vaswani, N
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T05:49:28.480732Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c9252b73-345b-46e4-bb89-0fb9e16bb2aa · outbound
This paper cites The emergence of clusters in self-attention dynamics.
On Transformer Dynamics The emergence of clusters in self-attention dynamics
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T05:49:28.557396Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ec4328ee-4617-48b3-a790-b27feca03e31 · outbound
This paper cites Dynamic metastability in the self-attention model.
On Transformer Dynamics Dynamic metastability in the self-attention model
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T05:49:28.618278Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f95da0d6-cff4-4aa6-8be6-00989bc4ecdb · outbound
This paper cites Are Transformers universal approximators of sequence-to-sequence functions?.
On Transformer Dynamics Are Transformers universal approximators of sequence-to-sequence functions?
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T05:49:28.691589Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 27f17bc9-5e94-42b9-93d7-889aef515b7b · outbound
This paper cites $O(n)$ Connections are Expressive Enough: Universal Approximability of Sparse Transformers.
On Transformer Dynamics $O(n)$ Connections are Expressive Enough: Universal Approximability of Sparse Transformers
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T05:49:28.744341Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b993a46d-38f0-4005-99fc-52f7db017abf · outbound
This paper cites an unresolved cited work.
On Transformer Dynamics Unresolved cited work
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T05:49:28.820746Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9d819055-5b98-4cbf-ae9f-1e010a43e5c5 · outbound
This paper cites E,A proposal on machine learning via dynamical systems, Communications in Mathematics and Statistics5(1):1–11, 2017.
On Transformer Dynamics E,A proposal on machine learning via dynamical systems, Communications in Mathematics and Statistics5(1):1–11, 2017
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T05:49:28.910876Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 32f96efe-1b1b-4439-a052-1760cb463e3c · outbound
This paper cites Haber and L.
On Transformer Dynamics Haber and L
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T05:49:28.999574Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bf0431f9-d58a-4b74-b6de-d73e66a88221 · outbound
This paper cites an unresolved cited work.
On Transformer Dynamics Unresolved cited work
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T05:49:29.208918Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e066a4b4-09ae-4786-a0c4-33dee542d396 · outbound
This paper cites Understanding and Improving Transformer From a Multi-Particle Dynamic System Point of View.
On Transformer Dynamics Understanding and Improving Transformer From a Multi-Particle Dynamic System Point of View
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T05:49:29.364591Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 180a8e31-326e-4cdb-9f2c-a85d2ead9129 · outbound
This paper cites an unresolved cited work.
On Transformer Dynamics Unresolved cited work
Reference 19
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T05:49:29.479847Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
No inbound Pith citation observations are available.