Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Implicit Geometry of Next-token Prediction: From Language Sparsity Patterns to Model Representations
As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2408.15417.
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 2026-08-09T06:31:02.800959+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-07T14:29:33.608339Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-21T20:40:36.318553Z
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 4177ec77-2d36-4819-af22-815479f91d08 · inbound
On the Effect of Negative Gradient in Group Relative Deep Reinforcement Optimization cites this paper.
On the Effect of Negative Gradient in Group Relative Deep Reinforcement Optimization Implicit Geometry of Next-token Prediction: From Language Sparsity Patterns to Model Representations
Reference 30
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:29:33.608339Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cfe98920-7855-435f-ab39-8ac5570f4a21 · inbound
Deep sequence models tend to memorize geometrically; it is unclear why cites this paper.
Deep sequence models tend to memorize geometrically; it is unclear why Implicit Geometry of Next-token Prediction: From Language Sparsity Patterns to Model Representations
Reference 206
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T20:40:36.320608Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 24d41c63-5698-43df-b4fb-69ea1699c98e · inbound
Scale Determines Whether Language Models Organize Representation Geometry for Prediction cites this paper.
Scale Determines Whether Language Models Organize Representation Geometry for Prediction Implicit Geometry of Next-token Prediction: From Language Sparsity Patterns to Model Representations
Reference 10
- Resolution
- malformed identifier
- arxiv_id, observed 2026-05-20T15:33:25.674921Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.