Paper Citation Record · LEDGER

Demystifying On-Policy Distillation: Roles, Pathologies, and Regulations

As of 19 August 2026, this Paper Citation Record lists 18 of 18 outbound references and 2 inbound Pith citation observations for arXiv:2607.13399.

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

pith.paper-citation-record.v1
2607.13399 v1

Coverage vector

measured 18 of 18 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-02T05:22:38.481851Z

measured 20 of 20 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T10:19:42.587810Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-08-07T18:16:16.850658Z

Reference resolution

18 of 18 outbound references displayed

verified exact0
verified fuzzy0
unresolved18
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2024a557-402e-4747-a109-54e2eff54005 · outbound

This paper cites MiniLLM: On-Policy Distillation of Large Language Models.

Demystifying On-Policy Distillation: Roles, Pathologies, and Regulations MiniLLM: On-Policy Distillation of Large Language Models

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-02T05:22:37.246888Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dd2f198c-aae6-47ef-8f5a-b3feabd13685 · outbound

This paper cites Uni-OPD: Unifying On-Policy Distillation with a Dual-Perspective Recipe.

Demystifying On-Policy Distillation: Roles, Pathologies, and Regulations Uni-OPD: Unifying On-Policy Distillation with a Dual-Perspective Recipe

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-02T05:22:37.415313Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a9c01b5a-1b04-4ecf-acd3-fbb6ed2fcd14 · outbound

This paper cites Entropy-Aware On-Policy Distillation of Language Models.

Demystifying On-Policy Distillation: Roles, Pathologies, and Regulations Entropy-Aware On-Policy Distillation of Language Models

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-02T05:22:37.526154Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6119971d-2aa2-4205-af4c-7002fcd8db0c · outbound

This paper cites Rethinking On-Policy Distillation of Large Language Models: Phenomenology, Mechanism, and Recipe.

Demystifying On-Policy Distillation: Roles, Pathologies, and Regulations Rethinking On-Policy Distillation of Large Language Models: Phenomenology, Mechanism, and Recipe

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-02T05:22:37.583900Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eca9c537-5c09-4c86-97e7-ea9819a521c7 · outbound

This paper cites Demystifying OPD: Length Inflation and Stabilization Strategies for Large Language Models.

Demystifying On-Policy Distillation: Roles, Pathologies, and Regulations Demystifying OPD: Length Inflation and Stabilization Strategies for Large Language Models

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-02T05:22:37.747584Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ae9a79e5-1d83-42b9-aad6-4795a056cf9c · outbound

This paper cites an unresolved cited work.

Demystifying On-Policy Distillation: Roles, Pathologies, and Regulations Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-02T05:22:38.085519Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a085afd-841e-4dbc-89a2-fbc221fe5af9 · outbound

This paper cites Qwen3 Technical Report.

Demystifying On-Policy Distillation: Roles, Pathologies, and Regulations Qwen3 Technical Report

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-02T05:22:38.168968Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2196d389-47b6-4ac7-8a53-c177eccb8a78 · outbound

This paper cites DAPO: An Open-Source LLM Reinforcement Learning System at Scale.

Demystifying On-Policy Distillation: Roles, Pathologies, and Regulations DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-02T05:22:38.252167Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3b6b9316-4027-479b-9118-542e7aa05f19 · outbound

This paper cites DOPD: Dual On-policy Distillation.

Demystifying On-Policy Distillation: Roles, Pathologies, and Regulations DOPD: Dual On-policy Distillation

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-02T05:22:38.334376Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ece0164e-f0ad-4617-a731-9a35fa22a760 · outbound

This paper cites Does Reinforcement Learning Really Incentivize Reasoning Capacity in LLMs Beyond the Base Model?.

Demystifying On-Policy Distillation: Roles, Pathologies, and Regulations Does Reinforcement Learning Really Incentivize Reasoning Capacity in LLMs Beyond the Base Model?

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-02T05:22:38.418555Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fafde71f-cb44-4327-afdd-1b9c3ef6014d · outbound

This paper cites The Many Faces of On-Policy Distillation: Pitfalls, Mechanisms, and Fixes.

Demystifying On-Policy Distillation: Roles, Pathologies, and Regulations The Many Faces of On-Policy Distillation: Pitfalls, Mechanisms, and Fixes

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-02T05:22:38.481851Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 59b211e7-e9bf-407c-ba54-58f0618f7d8d · outbound

This paper cites Distilling the Knowledge in a Neural Network.

Demystifying On-Policy Distillation: Roles, Pathologies, and Regulations Distilling the Knowledge in a Neural Network

Reference 2015

Resolution: unresolved; no resolver link, observed 2026-08-02T05:22:37.329214Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 18efe3bb-c07c-4a2c-9f6a-905baafe3415 · outbound

This paper cites Proximal Policy Optimization Algorithms.

Demystifying On-Policy Distillation: Roles, Pathologies, and Regulations Proximal Policy Optimization Algorithms

Reference 2017

Resolution: unresolved; no resolver link, observed 2026-08-02T05:22:37.918985Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 41c0d2f1-e378-4209-b0d4-cb36a57618c1 · outbound

This paper cites Improved Knowledge Distillation via Teacher Assistant.

Demystifying On-Policy Distillation: Roles, Pathologies, and Regulations Improved Knowledge Distillation via Teacher Assistant

Reference 2019

Resolution: unresolved; no resolver link, observed 2026-08-02T05:22:37.836107Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a859d5df-6169-49b2-84c1-d34071c92729 · outbound

This paper cites Knowledge Distillation from A Stronger Teacher.

Demystifying On-Policy Distillation: Roles, Pathologies, and Regulations Knowledge Distillation from A Stronger Teacher

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-02T05:22:37.481293Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 58d91926-f3f3-4457-93df-870da0fa7cb1 · outbound

This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.

Demystifying On-Policy Distillation: Roles, Pathologies, and Regulations DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-02T05:22:38.005324Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3ef9b021-3515-4168-95ff-d7a9cdb34d89 · outbound

This paper cites On the Role of Reasoning Patterns in the Generalization Discrepancy of Long Chain-of-Thought Supervised Fine-Tuning.

Demystifying On-Policy Distillation: Roles, Pathologies, and Regulations On the Role of Reasoning Patterns in the Generalization Discrepancy of Long Chain-of-Thought Supervised Fine-Tuning

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-02T05:22:37.637223Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3176dbf4-7ec7-4fe7-8438-514a7a64f06d · outbound

This paper cites GLM-5: from Vibe Coding to Agentic Engineering.

Demystifying On-Policy Distillation: Roles, Pathologies, and Regulations GLM-5: from Vibe Coding to Agentic Engineering

Reference 2026

Resolution: unresolved; no resolver link, observed 2026-08-02T05:22:37.171952Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation ceb4c8f0-73e6-46de-991d-749be96eef66 · inbound

Outcome-Confounded Local Supervision in On-Policy Distillation cites this paper.

Outcome-Confounded Local Supervision in On-Policy Distillation Demystifying On-Policy Distillation: Roles, Pathologies, and Regulations

Reference 7

Resolution: unresolved; no resolver link, observed 2026-07-30T14:42:08.254312Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2154647d-37e0-44a8-9cd8-93e4ab1e3cd2 · inbound

On-Policy Self-Distillation without Any Supervision cites this paper.

On-Policy Self-Distillation without Any Supervision Demystifying On-Policy Distillation: Roles, Pathologies, and Regulations

Reference 24

Resolution: metadata mismatch; local_arxiv, observed 2026-08-07T10:19:44.047486Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.