Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Ring-lite: Scalable Reasoning via C3PO-Stabilized Reinforcement Learning for LLMs
As of 6 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2506.14731.
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 2026-08-06T06:34:29.942622+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-06T15:07:39.150321Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z
Reference resolution
0 of 0 outbound references displayed
- verified exact0
- verified fuzzy0
- unresolved0
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z
Outbound references
No outbound reference observations are available for this paper version.
Pith citing papers
Observation a9fd62bf-9c62-42d2-950a-509aa958bef2 · inbound
Agentar-Fin-R1: Enhancing Financial Intelligence through Domain Expertise, Training Efficiency, and Advanced Reasoning cites this paper.
Agentar-Fin-R1: Enhancing Financial Intelligence through Domain Expertise, Training Efficiency, and Advanced Reasoning Ring-lite: Scalable Reasoning via C3PO-Stabilized Reinforcement Learning for LLMs
Reference 22
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:07:39.150321Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2d15c3b6-b9a6-4533-b4ce-7948d24c60b2 · inbound
Entropy Ratio Clipping as a Soft Global Constraint for Stable Reinforcement Learning cites this paper.
Entropy Ratio Clipping as a Soft Global Constraint for Stable Reinforcement Learning Ring-lite: Scalable Reasoning via C3PO-Stabilized Reinforcement Learning for LLMs
Reference 19
- Resolution
- verified exact
- arxiv_id, observed 2026-05-17T00:58:46.293783Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation c822d43c-a000-4fea-8898-e4eba2f046e8 · inbound
Stabilizing Policy Optimization via Logits Convexity cites this paper.
Stabilizing Policy Optimization via Logits Convexity Ring-lite: Scalable Reasoning via C3PO-Stabilized Reinforcement Learning for LLMs
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T19:53:08.502936Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.