Paper Citation Record · LEDGER

BOLT: Bootstrap Long Chain-of-Thought in Language Models without Distillation

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 8 inbound Pith citation observations for arXiv:2502.03860.

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

pith.paper-citation-record.v1
2502.03860 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 8 of 8 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 8 of 8 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:43:27.098235Z

measured 1 of 1 external citation measurements

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 2363d3b7-9377-4d32-9db5-09092da5a1e8 · inbound

Learning to Reason under Off-Policy Guidance cites this paper.

Learning to Reason under Off-Policy Guidance BOLT: Bootstrap Long Chain-of-Thought in Language Models without Distillation

Reference 43

Resolution: verified exact; arxiv_id, observed 2026-05-15T23:17:02.844422Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3a048843-cba1-445b-9b08-d3ab0762f901 · inbound

Think or Not? Exploring Thinking Efficiency in Large Reasoning Models via an Information-Theoretic Lens cites this paper.

Think or Not? Exploring Thinking Efficiency in Large Reasoning Models via an Information-Theoretic Lens BOLT: Bootstrap Long Chain-of-Thought in Language Models without Distillation

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-07T14:43:27.098235Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7a2ccf24-1ca3-47b3-868e-26c56f619e68 · inbound

Universal Reasoner: A Single, Composable Plug-and-Play Reasoner for Frozen LLMs cites this paper.

Universal Reasoner: A Single, Composable Plug-and-Play Reasoner for Frozen LLMs BOLT: Bootstrap Long Chain-of-Thought in Language Models without Distillation

Reference 29

Resolution: verified exact; arxiv_id, observed 2026-05-22T01:20:52.209043Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7386175c-0d20-478c-8879-b89f2fd30cf5 · inbound

One Missing Piece for Open-Source Reasoning Models: A Dataset to Mitigate Cold-Starting Short CoT LLMs in RL cites this paper.

One Missing Piece for Open-Source Reasoning Models: A Dataset to Mitigate Cold-Starting Short CoT LLMs in RL BOLT: Bootstrap Long Chain-of-Thought in Language Models without Distillation

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T11:30:40.270967Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab19e190-b729-4659-9fa9-87ec4f05e7b5 · inbound

Beyond Isolated Capabilities: Bridging Long CoT Reasoning and Long-Context Understanding cites this paper.

Beyond Isolated Capabilities: Bridging Long CoT Reasoning and Long-Context Understanding BOLT: Bootstrap Long Chain-of-Thought in Language Models without Distillation

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-06T15:50:51.200405Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b9b2d1a3-e05d-4e91-8ad3-fd00ef981a9d · inbound

Post Reasoning: Improving the Performance of Non-Thinking Models at No Cost cites this paper.

Post Reasoning: Improving the Performance of Non-Thinking Models at No Cost BOLT: Bootstrap Long Chain-of-Thought in Language Models without Distillation

Reference 72

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T20:06:09.061256Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 68095818-25cc-4377-b612-6004dd7d0893 · inbound

The Periodic Table of LLM Reasoning: A Structured Survey of Reasoning Paradigms, Methods, and Failure Modes cites this paper.

The Periodic Table of LLM Reasoning: A Structured Survey of Reasoning Paradigms, Methods, and Failure Modes BOLT: Bootstrap Long Chain-of-Thought in Language Models without Distillation

Reference 185

Resolution: verified exact; arxiv_id, observed 2026-06-27T13:00:56.053189Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b5f95e2e-9572-4071-91f2-a7db4c64e899 · inbound

Chained Recursive Language Models for Multi-Iteration Reasoning cites this paper.

Chained Recursive Language Models for Multi-Iteration Reasoning BOLT: Bootstrap Long Chain-of-Thought in Language Models without Distillation

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-06T04:47:21.087601Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.