Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Beyond Scaling Law: A Data-Efficient Distillation Framework for Reasoning
As of 5 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 6 inbound Pith citation observations for arXiv:2508.09883.
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 2026-08-04T06:34:03.388597+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-03T09:22:46.711228Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-07-03T13:58:21.059551Z
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 5720f089-e2d2-4230-b368-63d7a95be31e · inbound
Training-Trajectory-Aware Token Selection cites this paper.
Training-Trajectory-Aware Token Selection Beyond Scaling Law: A Data-Efficient Distillation Framework for Reasoning
Reference 23
- Resolution
- verified exact
- arxiv_id, observed 2026-06-30T03:17:07.070252Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 94bd9591-013d-410c-a724-81a03777bf47 · inbound
"The Whole Is Greater Than the Sum of Its Parts": A Compatibility-Aware Multi-Teacher CoT Distillation Framework cites this paper.
"The Whole Is Greater Than the Sum of Its Parts": A Compatibility-Aware Multi-Teacher CoT Distillation Framework Beyond Scaling Law: A Data-Efficient Distillation Framework for Reasoning
Reference 13
- Resolution
- verified exact
- arxiv_id, observed 2026-06-30T03:17:07.070252Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 5359cf8a-c053-4174-b3bf-86212a0b137c · inbound
Which Reasoning Trajectories Teach Students to Reason Better? A Simple Metric of Informative Alignment cites this paper.
Which Reasoning Trajectories Teach Students to Reason Better? A Simple Metric of Informative Alignment Beyond Scaling Law: A Data-Efficient Distillation Framework for Reasoning
Reference 38
- Resolution
- verified exact
- arxiv_id, observed 2026-06-30T03:17:07.070252Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation f892ef94-e996-4b94-8b54-9ed929e7d1c1 · inbound
Which Reasoning Trajectories Teach Students to Reason Better? A Simple Metric of Informative Alignment cites this paper.
Which Reasoning Trajectories Teach Students to Reason Better? A Simple Metric of Informative Alignment Beyond Scaling Law: A Data-Efficient Distillation Framework for Reasoning
Reference 38
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T09:22:46.711228Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5638ea14-b2e6-4678-b739-c6c28d676a50 · inbound
Backtracking When It Strays: Mitigating Dual Exposure Biases in LLM Reasoning Distillation cites this paper.
Backtracking When It Strays: Mitigating Dual Exposure Biases in LLM Reasoning Distillation Beyond Scaling Law: A Data-Efficient Distillation Framework for Reasoning
Reference 39
- Resolution
- verified exact
- arxiv_id, observed 2026-06-30T03:17:07.070252Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 2ac39a17-d712-465a-8d08-200a4d526eb4 · inbound
Purified OPSD: On-Policy Self-Distillation Without Losing How to Think cites this paper.
Purified OPSD: On-Policy Self-Distillation Without Losing How to Think Beyond Scaling Law: A Data-Efficient Distillation Framework for Reasoning
Reference 17
- Resolution
- verified exact
- local_arxiv, observed 2026-07-03T13:58:21.060831Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.