Paper Citation Record · LEDGER

Predator-Prey Model: Driven Hunt for Accelerated Grokking

As of 20 August 2026, this Paper Citation Record lists 23 of 23 outbound references and 0 inbound Pith citation observations for arXiv:2509.10562.

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

pith.paper-citation-record.v1
2509.10562 v1

Coverage vector

measured 23 of 23 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T20:44:21.372699Z

measured 23 of 23 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+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

23 of 23 outbound references displayed

verified exact4
verified fuzzy4
unresolved15
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 82fb1bda-980e-41d7-9239-c82e0eeecddb · outbound

This paper cites Grokking: Generalization Beyond Overfitting on Small Algorithmic Datasets.

Predator-Prey Model: Driven Hunt for Accelerated Grokking Grokking: Generalization Beyond Overfitting on Small Algorithmic Datasets

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-04T20:44:19.617043Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e89179ec-2201-4fe1-9e27-c13082bd0577 · outbound

This paper cites Towards Understanding Grokking: An Effective Theory of Representation Learning.

Predator-Prey Model: Driven Hunt for Accelerated Grokking Towards Understanding Grokking: An Effective Theory of Representation Learning

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-04T20:44:19.681902Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 504a7d08-9006-4654-a8de-76f436be4373 · outbound

This paper cites Progress measures for grokking via mechanistic interpretability.

Predator-Prey Model: Driven Hunt for Accelerated Grokking Progress measures for grokking via mechanistic interpretability

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-04T20:44:19.759347Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 49cb0c53-a0ca-47f7-b7e3-e229ed638f64 · outbound

This paper cites Omnigrok: Grokking Beyond Algorithmic Data.

Predator-Prey Model: Driven Hunt for Accelerated Grokking Omnigrok: Grokking Beyond Algorithmic Data

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-04T20:44:19.813177Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 82598f08-fa55-4823-ad8e-35325ece8b2a · outbound

This paper cites an unresolved cited work.

Predator-Prey Model: Driven Hunt for Accelerated Grokking Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-04T20:44:24.210551Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 6830e1c7-7c95-438c-9443-7c40d1355aa2 · outbound

This paper cites Explaining grokking through circuit efficiency.

Predator-Prey Model: Driven Hunt for Accelerated Grokking Explaining grokking through circuit efficiency

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-04T20:44:19.989948Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d58e857-5e71-4af2-88cb-c336e294aeaf · outbound

This paper cites an unresolved cited work.

Predator-Prey Model: Driven Hunt for Accelerated Grokking Unresolved cited work

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-08-04T20:44:22.374610Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 0d611c58-3ee8-415a-89d4-7e4c864b697a · outbound

This paper cites an unresolved cited work.

Predator-Prey Model: Driven Hunt for Accelerated Grokking Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-04T20:44:23.977801Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation ca7e4279-e3cd-4e09-b669-fe05716cb571 · outbound

This paper cites an unresolved cited work.

Predator-Prey Model: Driven Hunt for Accelerated Grokking Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-04T20:44:23.820217Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation c98b4f1e-c4c3-4d70-b571-e4e2c042f35b · outbound

This paper cites an unresolved cited work.

Predator-Prey Model: Driven Hunt for Accelerated Grokking Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-04T20:44:23.613586Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation f5bbcbfc-e1e2-4af7-bc12-d9bf44b8fd3e · outbound

This paper cites Nesterov, A method of solving a convex programming problem with convergence rateO(1/k 2), Soviet Mathematics Doklady, 27, 372–376 (1983).

Predator-Prey Model: Driven Hunt for Accelerated Grokking Nesterov, A method of solving a convex programming problem with convergence rateO(1/k 2), Soviet Mathematics Doklady, 27, 372–376 (1983)

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T20:44:23.355500Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation cedd4733-15a6-4e97-bf32-d41497f78b51 · outbound

This paper cites Fadili, From the Ravine method to the Nesterov method and vice versa: a dynamical system perspective, SIAM Journal on Optimization, 2022, 32 (3).

Predator-Prey Model: Driven Hunt for Accelerated Grokking Fadili, From the Ravine method to the Nesterov method and vice versa: a dynamical system perspective, SIAM Journal on Optimization, 2022, 32 (3)

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T20:44:23.118703Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 1b4e2776-1a15-4a8d-951a-987e1362c7bb · outbound

This paper cites Loss landscapes and optimization in over-parameterized non-linear systems and neural networks.

Predator-Prey Model: Driven Hunt for Accelerated Grokking Loss landscapes and optimization in over-parameterized non-linear systems and neural networks

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-04T20:44:20.583234Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 46c104fa-08de-44c1-b736-ded2dce294de · outbound

This paper cites Control of Overfitting with Physics.

Predator-Prey Model: Driven Hunt for Accelerated Grokking Control of Overfitting with Physics

Reference 14

Resolution: verified exact; local_arxiv, observed 2026-08-04T20:44:22.111309Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation ee1b916b-d17a-4dde-8d00-b6eadd5f5bc7 · outbound

This paper cites an unresolved cited work.

Predator-Prey Model: Driven Hunt for Accelerated Grokking Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-04T20:44:22.949372Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 4a3ac1db-6eed-474e-84df-81a3373f17e2 · outbound

This paper cites an unresolved cited work.

Predator-Prey Model: Driven Hunt for Accelerated Grokking Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-04T20:44:22.846838Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 5839d8a0-3aba-4493-b2e7-c3d38295f023 · outbound

This paper cites Fisher, The Genetical Theory of Natural Selection, The Clarendon Press, UK, 1930.

Predator-Prey Model: Driven Hunt for Accelerated Grokking Fisher, The Genetical Theory of Natural Selection, The Clarendon Press, UK, 1930

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T20:44:22.696442Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 92a955d8-2104-4544-9a83-55cf3436dacf · outbound

This paper cites Kimura, The neutral theory of molecular evolution.

Predator-Prey Model: Driven Hunt for Accelerated Grokking Kimura, The neutral theory of molecular evolution

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T20:44:22.582856Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation e5cd6726-86b8-496f-81ea-1754e7b6aa5c · outbound

This paper cites Attention Is All You Need.

Predator-Prey Model: Driven Hunt for Accelerated Grokking Attention Is All You Need

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-04T20:44:21.087747Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 79b69311-f14e-4bfc-817a-e61e7d3e38a9 · outbound

This paper cites Decoupled Weight Decay Regularization.

Predator-Prey Model: Driven Hunt for Accelerated Grokking Decoupled Weight Decay Regularization

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-04T20:44:21.161728Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 67ddb480-26fb-46e3-bdc7-71de8ba92081 · outbound

This paper cites an unresolved cited work.

Predator-Prey Model: Driven Hunt for Accelerated Grokking Unresolved cited work

Reference 21

Resolution: verified exact; doi, observed 2026-08-04T20:44:21.863434Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation b7866db1-d0a5-4a3c-a14d-ac4265ffe927 · outbound

This paper cites an unresolved cited work.

Predator-Prey Model: Driven Hunt for Accelerated Grokking Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-04T20:44:21.289687Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 920175da-5bc3-4c68-a2e0-f84bdda8b8c8 · outbound

This paper cites an unresolved cited work.

Predator-Prey Model: Driven Hunt for Accelerated Grokking Unresolved cited work

Reference 23

Resolution: verified exact; doi, observed 2026-08-04T20:44:21.587655Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Pith citing papers

No inbound Pith citation observations are available.