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Paper Citation Record · LEDGER

Dynamic metastability in the self-attention model

As of 17 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 24 inbound Pith citation observations for arXiv:2410.06833.

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

pith.paper-citation-record.v1
2410.06833 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 24 of 24 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 24 of 24 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-14T04:26:03.024523Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-29T23:04:01.155498Z

Reference resolution

0 of 0 outbound references displayed

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External citation measurements

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Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 6277a882-b498-46b6-a6d4-07fb8e22f1b1 · inbound

Solutions of stationary McKean-Vlasov equation on a high-dimensional sphere and other Riemannian manifolds cites this paper.

Solutions of stationary McKean-Vlasov equation on a high-dimensional sphere and other Riemannian manifolds Dynamic metastability in the self-attention model

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-11T12:03:09.450916Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T12:03:09.450916Z digest=sha256:6f67caa436b5052905e55ec25fb6cb27e1c442e4e66d8d97b2d84a470d2306d7

Observation 2aa514d7-1d96-450d-8a41-c58767201499 · 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 Dynamic metastability in the self-attention model

Reference 2024

Resolution
unresolved
no resolver link, observed 2026-08-10T19:11:41.875949Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T19:11:41.875949Z digest=sha256:6cbfebc2e3b4f1dd2651d9c7ce759bb22ac188d3f718a28d822880e213e9c730

Observation 080117ce-e8b2-4bcb-b8ca-b821c4b05ab7 · inbound

Training Dynamics of In-Context Learning in Linear Attention cites this paper.

Training Dynamics of In-Context Learning in Linear Attention Dynamic metastability in the self-attention model

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-10T13:42:08.922647Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T13:42:08.922647Z digest=sha256:7356ca1588d025e824cd38facb4a4e6b7b7dbd28e6bb215316b663372ae92f80

Observation 3e2de5a1-4ce0-42ce-a775-9a7732cb98e3 · inbound

Quantitative Clustering in Mean-Field Transformer Models cites this paper.

Quantitative Clustering in Mean-Field Transformer Models Dynamic metastability in the self-attention model

Reference 10

Resolution
verified exact
arxiv_id, observed 2026-05-22T19:06:58.257292Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-22T19:05:48.909969Z digest=sha256:2e81d85a84ac3254139f91d0d85bbb3dff17df52307cbc01e51d7f108ebae086

Observation 197da1dd-bc18-4709-9af4-8d56253a0c54 · inbound

Can Hessian-Based Insights Support Fault Diagnosis in Attention-based Models? cites this paper.

Can Hessian-Based Insights Support Fault Diagnosis in Attention-based Models? Dynamic metastability in the self-attention model

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-07T05:30:43.538279Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:30:43.538279Z digest=sha256:3531feb6fb8a7517b16c1bdcb765546157b7cc8d5061fd3acd479628c56679d1

Observation c2af01ef-edfc-4c50-9253-d744f7831b70 · inbound

Synchronization of mean-field models on the circle cites this paper.

Synchronization of mean-field models on the circle Dynamic metastability in the self-attention model

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-06T11:25:08.730677Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T11:25:08.730677Z digest=sha256:ad00eca1a7c0da59b692e31a142f5f12695ee983b7e49fafbc8ba51d91987e94

Observation a4db7592-1233-4ab9-a260-588d96f51ff7 · inbound

Physics- and geometry-aware spatio-spectral graph neural operator for time-independent and time-dependent PDEs cites this paper.

Physics- and geometry-aware spatio-spectral graph neural operator for time-independent and time-dependent PDEs Dynamic metastability in the self-attention model

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-05T20:59:36.868654Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:59:36.868654Z digest=sha256:a84adf9acfaca3d91bf0c0c804d5eab1046a4f508efeedf8762c064ae2abe3dc

Observation 12e0497c-0c22-41b7-b97a-d08a90817134 · inbound

Attention's forward pass and Frank-Wolfe cites this paper.

Attention's forward pass and Frank-Wolfe Dynamic metastability in the self-attention model

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-05T21:05:01.579731Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T21:05:01.579731Z digest=sha256:b51e0edc8a10f8e16e8495712a11ce0af4fb5dafab1c6c70170c8db763498ae0

Observation ea467830-3d7d-4369-a3e0-eadb0930416d · inbound

Critical attention scaling in long-context transformers cites this paper.

Critical attention scaling in long-context transformers Dynamic metastability in the self-attention model

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-04T11:23:28.610896Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T11:23:28.610896Z digest=sha256:e819264f0c95b38de68fdc8f8686197ec7660b291adb9217eda054c02bd2ce1b

Observation ae24d7fb-8680-4bdf-926a-e0e4985a72fd · inbound

Formation of clusters and coarsening in weakly interacting diffusions cites this paper.

Formation of clusters and coarsening in weakly interacting diffusions Dynamic metastability in the self-attention model

Reference 2961

Resolution
unresolved
no resolver link, observed 2026-08-04T09:09:47.048693Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T09:09:47.048693Z digest=sha256:12a05c36c10ea7f2fbea85688ba7a920a0767789a67d7f4a7535e4a25ae574df

Observation a412e6a7-c652-471f-b3d1-276eacfa9ee0 · inbound

Global synchronization beyond dense graphs: the case of threshold graphs cites this paper.

Global synchronization beyond dense graphs: the case of threshold graphs Dynamic metastability in the self-attention model

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-03T22:08:23.206687Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-03T22:08:23.206687Z digest=sha256:971f15e9a0b3fce6ef48c34a5ded18a83c43237a78771bed8edfc5b277a87f12

Observation 6de2de1a-575c-4e1e-9d0a-3d1c11e63054 · inbound

Spectral Selection in Symmetric Self-Attention Dynamics cites this paper.

Spectral Selection in Symmetric Self-Attention Dynamics Dynamic metastability in the self-attention model

Reference 11

Resolution
verified exact
arxiv_id, observed 2026-05-12T00:41:25.536288Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-07T14:37:05.699539Z digest=sha256:6fa2083826ca285d6b7dae6064c338b37e58c58663c28ca9f3768a643c902d2b

Observation 3847c8da-ea30-41c7-a603-78461b34d5a8 · inbound

Stochastic Scaling Limits and Synchronization by Noise in Deep Transformer Models cites this paper.

Stochastic Scaling Limits and Synchronization by Noise in Deep Transformer Models Dynamic metastability in the self-attention model

Reference 25

Resolution
verified exact
arxiv_id, observed 2026-05-12T09:26:26.021424Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-07T10:56:06.475656Z digest=sha256:540e262f82ac1f2bdad81ccff39b617a1c8f71e41bbaa7820a31554b5a68756e

Observation 0eed32e9-99cd-4cd7-8f06-65fe31915c3f · inbound

Gradient Flow Structure and Quantitative Dynamics of Multi-Head Self-Attention cites this paper.

Gradient Flow Structure and Quantitative Dynamics of Multi-Head Self-Attention Dynamic metastability in the self-attention model

Reference 8

Resolution
verified exact
arxiv_id, observed 2026-05-09T06:35:39.354167Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-08T18:18:48.272183Z digest=sha256:9db13e1d7071793dcf3eb2475ac7e238de277655a2d290fe2e7f4f302be429ef

Observation 051487e6-bd6b-4a64-b3aa-30cee5a45cf4 · inbound

Gradient Flow Structure and Quantitative Dynamics of Multi-Head Self-Attention cites this paper.

Gradient Flow Structure and Quantitative Dynamics of Multi-Head Self-Attention Dynamic metastability in the self-attention model

Reference 8

Resolution
verified exact
arxiv_id, observed 2026-05-11T04:56:00.661907Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-11T00:57:06.133474Z digest=sha256:ed9b6f27470ab435eecd1f6a3f8fc21c17b4d6b38679c4ef058b45e6c86d99cd

Observation bc22e292-a39b-444d-89cb-6fa66e5ebe5f · inbound

Kinetic theory for Transformers and the lost-in-the-middle phenomenon cites this paper.

Kinetic theory for Transformers and the lost-in-the-middle phenomenon Dynamic metastability in the self-attention model

Reference 16

Resolution
verified exact
arxiv_id, observed 2026-05-12T07:31:27.138349Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-12T02:36:03.692657Z digest=sha256:68865609a178ed97d8f31efbcd4f4cdd95abd96de88cde47e1d7d499cbd8acc6

Observation d9a86852-8378-42e2-851e-31813aa85b8a · inbound

Quantifying Concentration Phenomena of Mean-Field Transformers in the Low-Temperature Regime cites this paper.

Quantifying Concentration Phenomena of Mean-Field Transformers in the Low-Temperature Regime Dynamic metastability in the self-attention model

Reference 27

Resolution
verified exact
arxiv_id, observed 2026-05-12T07:21:23.561200Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-12T03:29:02.798274Z digest=sha256:697b5035ef0b11fc37be340412d76df13c369e30f99318248cfda66a833d8b2e

Observation 8349f14b-6cdc-4f10-8d4c-6c52524e34c2 · inbound

A Unified Framework for Critical Scaling of Inverse Temperature in Self-Attention cites this paper.

A Unified Framework for Critical Scaling of Inverse Temperature in Self-Attention Dynamic metastability in the self-attention model

Reference 28

Resolution
verified exact
arxiv_id, observed 2026-05-14T19:57:53.502199Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-05-14T19:56:02.462786Z digest=sha256:9c4e63fd82de99a90bb8e53decbff9c0499e9211b6e3ffaec4bfb6462fdd672d

Observation 7a69f5d7-b513-4813-9d03-d03381ab26d4 · inbound

Propagation of Chaos in Contextual Flow Maps cites this paper.

Propagation of Chaos in Contextual Flow Maps Dynamic metastability in the self-attention model

Reference 12

Resolution
metadata mismatch
arxiv_id, observed 2026-05-19T20:22:45.438353Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-19T20:19:15.267696Z digest=sha256:6ab9308069ae56dca2257deacfd0549a5cd91d402ab54f81e7f8ea91dab2be65

Observation 223f91c4-0d1c-4044-bcdf-1bf4c880ec96 · inbound

Analogies between Transformer Layers and Power Method cites this paper.

Analogies between Transformer Layers and Power Method Dynamic metastability in the self-attention model

Reference 11

Resolution
verified exact
arxiv_id, observed 2026-06-29T23:04:01.158809Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-06-29T22:59:25.289762Z digest=sha256:100a50bfe5ac7eacc8d9f0c3bca571bd23cce1a4c0b7277718291eb84db3e06b

Observation 2184a1d2-6171-4183-97dd-c15c9cad2718 · inbound

Reachability and asymptotics of Gaussian Transformer dynamics cites this paper.

Reachability and asymptotics of Gaussian Transformer dynamics Dynamic metastability in the self-attention model

Reference 7

Resolution
verified exact
arxiv_id, observed 2026-06-28T23:42:49.879644Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-06-28T23:33:28.432709Z digest=sha256:60a6d8f8dc7bd86202d7bdccc87af1e9d7d60589edb125c69ff7bbd69e5cc6e1

Observation ec4328ee-4617-48b3-a790-b27feca03e31 · inbound

On Transformer Dynamics cites this paper.

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.

source=pdf_text observed=2026-08-02T05:49:28.618278Z digest=sha256:324f31901d23e5f797e367e50dff1e6ddf432fee44bf5f6f2fc8b32bd6e21a83

Observation fea77f37-785e-4e5a-a695-85ad4369d660 · inbound

Self-Attention Dynamics with Rotary Position Embeddings: Twisted States and Explicit Consensus Rates on the Sphere cites this paper.

Self-Attention Dynamics with Rotary Position Embeddings: Twisted States and Explicit Consensus Rates on the Sphere Dynamic metastability in the self-attention model

Reference 7

Resolution
unresolved
no resolver link, observed 2026-07-31T13:07:58.311909Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T13:07:58.311909Z digest=sha256:41442ecfb87a24587c23fdad231c22bc7cf7c41bccad6942c6c0d00a8f70a7e1

Observation 8b9bd1c6-52eb-47d5-ab75-526b2b683d14 · inbound

Clustered Attractor Manifolds and Dynamical Condensation in Self-Attention cites this paper.

Clustered Attractor Manifolds and Dynamical Condensation in Self-Attention Dynamic metastability in the self-attention model

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-14T04:26:03.024523Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T04:26:03.024523Z digest=sha256:507a7aaf67bf3d340a9c571c471f10a61059fba25f1be3031f6463e19f0d5812