Paper Citation Record · LEDGER

Omnigrok: Grokking Beyond Algorithmic Data

As of 21 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 28 inbound Pith citation observations for arXiv:2210.01117.

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

pith.paper-citation-record.v1
2210.01117 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 28 of 28 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 28 of 28 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T12:27:49.394756Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-11T00:47:42.690977Z

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 13da8c61-1f2b-4ba5-afb2-41106915d9b6 · inbound

The Hyperfitting Phenomenon: Sharpening and Stabilizing LLMs for Open-Ended Text Generation cites this paper.

The Hyperfitting Phenomenon: Sharpening and Stabilizing LLMs for Open-Ended Text Generation Omnigrok: Grokking Beyond Algorithmic Data

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-11T21:37:19.839769Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f86104b7-cdbd-43ac-a086-0451ce08dbd7 · inbound

The Complexity Dynamics of Grokking cites this paper.

The Complexity Dynamics of Grokking Omnigrok: Grokking Beyond Algorithmic Data

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-11T16:48:12.632173Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 445c9277-aa52-4ce1-921a-e3693426a0ba · inbound

Exploring Grokking: Experimental and Mechanistic Investigations cites this paper.

Exploring Grokking: Experimental and Mechanistic Investigations Omnigrok: Grokking Beyond Algorithmic Data

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-11T15:33:24.415675Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 20da7631-c5b4-4c0b-aaf2-9966d38eade9 · inbound

Harmonic Loss Trains Interpretable AI Models cites this paper.

Harmonic Loss Trains Interpretable AI Models Omnigrok: Grokking Beyond Algorithmic Data

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-09T14:52:24.206473Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 243b8f4d-f8e5-49df-93c4-6a44c9ce3193 · inbound

A Two-Phase Perspective on Deep Learning Dynamics cites this paper.

A Two-Phase Perspective on Deep Learning Dynamics Omnigrok: Grokking Beyond Algorithmic Data

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-16T12:27:49.394756Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3d850ad7-a127-4649-9f90-863539939a91 · inbound

NeuralGrok: Accelerate Grokking by Neural Gradient Transformation cites this paper.

NeuralGrok: Accelerate Grokking by Neural Gradient Transformation Omnigrok: Grokking Beyond Algorithmic Data

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-16T10:50:30.380861Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7028189b-45e6-471d-860b-9035e1dfe585 · inbound

Questioning Representational Optimism in Deep Learning: The Fractured Entangled Representation Hypothesis cites this paper.

Questioning Representational Optimism in Deep Learning: The Fractured Entangled Representation Hypothesis Omnigrok: Grokking Beyond Algorithmic Data

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-15T20:58:16.791475Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 321bca95-2504-49fe-8057-58dbfc96130c · inbound

Tracing the Path to Grokking: Embeddings, Dropout, and Network Activation cites this paper.

Tracing the Path to Grokking: Embeddings, Dropout, and Network Activation Omnigrok: Grokking Beyond Algorithmic Data

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T17:10:11.987412Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Predator-Prey Model: Driven Hunt for Accelerated Grokking cites this paper.

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 c96f09e7-71c9-4bcd-aba8-af6c9811875f · inbound

Egalitarian Gradient Descent: A Simple Approach to Accelerated Grokking cites this paper.

Egalitarian Gradient Descent: A Simple Approach to Accelerated Grokking Omnigrok: Grokking Beyond Algorithmic Data

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-21T21:14:22.046556Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 316c61d3-25a1-40e6-8834-e9aff2eed595 · inbound

On the Convergence Behavior of Preconditioned Gradient Descent Toward the Rich Learning Regime cites this paper.

On the Convergence Behavior of Preconditioned Gradient Descent Toward the Rich Learning Regime Omnigrok: Grokking Beyond Algorithmic Data

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-05-16T17:23:09.902730Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation ee8379f1-db51-449b-b89d-0ad55a281d39 · inbound

Low-Dimensional and Transversely Curved Optimization Dynamics in Grokking cites this paper.

Low-Dimensional and Transversely Curved Optimization Dynamics in Grokking Omnigrok: Grokking Beyond Algorithmic Data

Reference 4

Resolution: metadata mismatch; arxiv_id, observed 2026-05-15T21:36:40.823802Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 61fc3ed2-e0b3-40f3-8ac1-ec04b4926390 · inbound

The Geometry of Multi-Task Grokking: Transverse Instability, Superposition, and Weight Decay Phase Structure cites this paper.

The Geometry of Multi-Task Grokking: Transverse Instability, Superposition, and Weight Decay Phase Structure Omnigrok: Grokking Beyond Algorithmic Data

Reference 5

Resolution: metadata mismatch; arxiv_id, observed 2026-05-15T20:40:18.314400Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 63608b09-df55-4b4d-b086-fe93945ac620 · inbound

Transformers converge to invariant algorithmic cores cites this paper.

Transformers converge to invariant algorithmic cores Omnigrok: Grokking Beyond Algorithmic Data

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-02T20:46:31.561996Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 610e0400-ed91-4016-837d-5c5498267fc2 · inbound

The Long Delay to Arithmetic Generalization: When Learned Representations Outrun Behavior cites this paper.

The Long Delay to Arithmetic Generalization: When Learned Representations Outrun Behavior Omnigrok: Grokking Beyond Algorithmic Data

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-05-14T21:17:58.867132Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation d856c103-953f-4bb5-a152-580d6a3a6c02 · inbound

Gradient-Direction Sensitivity Reveals Linear-Centroid Coupling Hidden by Optimizer Trajectories cites this paper.

Gradient-Direction Sensitivity Reveals Linear-Centroid Coupling Hidden by Optimizer Trajectories Omnigrok: Grokking Beyond Algorithmic Data

Reference 7

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T23:26:16.805184Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation d55a3b22-c909-4736-aaad-975c8d6d0cc9 · inbound

Feature Repulsion and Spectral Lock-in: An Empirical Study of Two-Layer Network Grokking cites this paper.

Feature Repulsion and Spectral Lock-in: An Empirical Study of Two-Layer Network Grokking Omnigrok: Grokking Beyond Algorithmic Data

Reference 2

Resolution: metadata mismatch; arxiv_id, observed 2026-05-12T08:31:25.877306Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 1b793031-f860-4798-af9b-74192f2a304d · inbound

Model Capacity Determines Grokking through Competing Memorisation and Generalisation Speeds cites this paper.

Model Capacity Determines Grokking through Competing Memorisation and Generalisation Speeds Omnigrok: Grokking Beyond Algorithmic Data

Reference 37

Resolution: metadata mismatch; arxiv_id, observed 2026-05-12T03:56:21.719619Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b82431f7-0df0-453f-9a92-ed88a3f3cf65 · inbound

Noise-Driven Escape from Metastable Phases explains Grokking in Deep Neural Networks cites this paper.

Noise-Driven Escape from Metastable Phases explains Grokking in Deep Neural Networks Omnigrok: Grokking Beyond Algorithmic Data

Reference 10

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T17:18:43.491163Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b770cd55-1e35-4b8f-a877-367c11e90514 · inbound

What Does the Weight Norm Control in Grokking? Logit-Scale Mediation under Cross-Entropy cites this paper.

What Does the Weight Norm Control in Grokking? Logit-Scale Mediation under Cross-Entropy Omnigrok: Grokking Beyond Algorithmic Data

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-07-03T21:18:58.719918Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation fde802c7-d1e8-47cf-879e-56f01bb98e2f · inbound

SingGuard: A Policy-Adaptive Multimodal LLM Guardrail with Dynamic Reasoning cites this paper.

SingGuard: A Policy-Adaptive Multimodal LLM Guardrail with Dynamic Reasoning Omnigrok: Grokking Beyond Algorithmic Data

Reference 75

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T09:59:45.069689Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 65c271a0-28ef-4238-bba7-2847fe205c09 · inbound

SingGuard: A Policy-Adaptive Multimodal LLM Guardrail with Dynamic Reasoning cites this paper.

SingGuard: A Policy-Adaptive Multimodal LLM Guardrail with Dynamic Reasoning Omnigrok: Grokking Beyond Algorithmic Data

Reference 75

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T18:55:59.682672Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 0b176e8b-e82c-46e0-b51f-578587372112 · inbound

Natural Ungrokking: Asymmetric Control of Which Rules Survive Pretraining cites this paper.

Natural Ungrokking: Asymmetric Control of Which Rules Survive Pretraining Omnigrok: Grokking Beyond Algorithmic Data

Reference 22

Resolution: verified exact; arxiv_id, observed 2026-07-04T21:10:09.136961Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 092cfc9d-02fa-4ddf-bfc9-6e4e829c8bba · inbound

Structure-Specific Representational Priors Causally Control the Grokking Delay cites this paper.

Structure-Specific Representational Priors Causally Control the Grokking Delay Omnigrok: Grokking Beyond Algorithmic Data

Reference 13

Resolution: unresolved; no resolver link, observed 2026-07-11T20:00:51.742281Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab352201-8202-4bcb-935c-a722bc6ea03c · inbound

Grokking Is Conditional and Fragile: A Fully-Tractable, Multi-Seed Study at 12K Parameters cites this paper.

Grokking Is Conditional and Fragile: A Fully-Tractable, Multi-Seed Study at 12K Parameters Omnigrok: Grokking Beyond Algorithmic Data

Reference 8

Resolution: unresolved; no resolver link, observed 2026-07-11T08:46:29.099447Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bc9ceb39-c026-4b8f-92cf-3069e44e3bf9 · inbound

At-Grok Is Not Converged:A Measurement-Validity Audit for Grokking Representation Metrics cites this paper.

At-Grok Is Not Converged:A Measurement-Validity Audit for Grokking Representation Metrics Omnigrok: Grokking Beyond Algorithmic Data

Reference 2

Resolution: verified exact; local_arxiv, observed 2026-07-11T00:47:42.713247Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b4069c45-7e03-4d6d-b7a8-7a7db153e98d · inbound

How to Tame Grokking: Representation Geometry as a Control Signal cites this paper.

How to Tame Grokking: Representation Geometry as a Control Signal Omnigrok: Grokking Beyond Algorithmic Data

Reference 16

Resolution: unresolved; no resolver link, observed 2026-07-14T04:01:12.361370Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9d627191-9930-4797-a61c-5335dd465f04 · inbound

Grokking on the Weight-Decay Clock: A Rate Hierarchy from Softly Broken Symmetries cites this paper.

Grokking on the Weight-Decay Clock: A Rate Hierarchy from Softly Broken Symmetries Omnigrok: Grokking Beyond Algorithmic Data

Reference 3

Resolution: unresolved; no resolver link, observed 2026-07-31T23:28:31.923177Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.