Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Universal One-third Time Scaling in Learning Peaked Distributions
As of 21 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 5 inbound Pith citation observations for arXiv:2602.03685.
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 2026-08-21T06:32:19.484+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-07-15T11:17:06.440358Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-07-04T17:20:00.890002Z
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 8a33b903-d2ab-4836-92d3-e37754ecbfeb · inbound
Attractor Geometry of Transformer Memory: From Conflict Arbitration to Confident Hallucination cites this paper.
Attractor Geometry of Transformer Memory: From Conflict Arbitration to Confident Hallucination Universal One-third Time Scaling in Learning Peaked Distributions
Reference 19
- Resolution
- verified exact
- arxiv_id, observed 2026-06-02T03:04:04.283648Z
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 b3146d96-6be3-470a-b0b8-727ad45166b4 · inbound
Attractor Geometry of Transformer Memory: From Conflict Arbitration to Confident Hallucination cites this paper.
Attractor Geometry of Transformer Memory: From Conflict Arbitration to Confident Hallucination Universal One-third Time Scaling in Learning Peaked Distributions
Reference 19
- Resolution
- verified exact
- arxiv_id, observed 2026-06-02T03:04:04.283648Z
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 cb7226a9-45e2-4c47-b2fe-8c3c06277cba · inbound
Attractor Geometry of Transformer Memory: From Conflict Arbitration to Confident Hallucination cites this paper.
Attractor Geometry of Transformer Memory: From Conflict Arbitration to Confident Hallucination Universal One-third Time Scaling in Learning Peaked Distributions
Reference 19
- Resolution
- unresolved
- no resolver link, observed 2026-07-15T11:17:06.440358Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4e2e3bb8-2d4a-45de-88a1-d1e439e716cb · inbound
A Boundary-Layer Mechanism for One-Third Scaling in Online Softmax Classification cites this paper.
A Boundary-Layer Mechanism for One-Third Scaling in Online Softmax Classification Universal One-third Time Scaling in Learning Peaked Distributions
Reference 16
- Resolution
- verified exact
- arxiv_id, observed 2026-06-02T03:04:04.283648Z
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 6230432d-2a7b-4687-9057-12aa92eff666 · inbound
Neural Scaling Universality: If Exponents Are Fixed, Time to Understand Coefficients cites this paper.
Neural Scaling Universality: If Exponents Are Fixed, Time to Understand Coefficients Universal One-third Time Scaling in Learning Peaked Distributions
Reference 15
- Resolution
- verified exact
- local_arxiv, observed 2026-07-04T17:20:00.891374Z
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.