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Paper Citation Record · LEDGER

Mismatch Matters: On-Policy Distillation Beyond Token Agreement

As of 17 August 2026, this Paper Citation Record lists 31 of 31 outbound references and 0 inbound Pith citation observations for arXiv:2608.09836.

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

pith.paper-citation-record.v1
2608.09836 v1

Coverage vector

measured 31 of 31 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T05:51:08.345336Z

measured 31 of 31 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

31 of 31 outbound references displayed

  • verified exact2
  • verified fuzzy5
  • unresolved23
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4a285c96-4459-4750-9cd0-c10263ce4091 · outbound

This paper cites On-policy distillation of language models: Learning from self- generated mistakes.

Mismatch Matters: On-Policy Distillation Beyond Token Agreement On-policy distillation of language models: Learning from self- generated mistakes

Reference 1

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verified fuzzy
raw_fallback, observed 2026-08-11T05:51:09.647925Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-11T05:51:08.063700Z digest=sha256:568d4383ad0fa2a56c855d325f18bac68b81ae99926aca6523f4085ceea9feb2

Observation 6cca286c-a5e5-4271-8fdf-62a12dc97635 · outbound

This paper cites Thus, the value ofωat which resonance occurs is2.

Mismatch Matters: On-Policy Distillation Beyond Token Agreement Thus, the value ofωat which resonance occurs is2

Reference 2

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verified fuzzy
raw_fallback, observed 2026-08-11T05:51:09.519997Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-11T05:51:08.330319Z digest=sha256:8f6ca7ee6d07b2ff7b5948995014587569b9f87829976a4f98eced5416b392ef

Observation 75bc87cc-932b-47d2-9621-0654c9444156 · outbound

This paper cites Asymmetric On-Policy Distillation: Bridging Exploitation and Imitation at the Token Level.

Mismatch Matters: On-Policy Distillation Beyond Token Agreement Asymmetric On-Policy Distillation: Bridging Exploitation and Imitation at the Token Level

Reference 4

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T05:51:08.089540Z digest=sha256:8e40dd401f600c0e2f02fc6e0bdd66ca9a630f6a7677c3d5599dfccbc6464b33

Observation 455550fd-7372-4dd5-9935-60e2964d1fdc · outbound

This paper cites Rethinking on-policy self-distillation for thinking models.

Mismatch Matters: On-Policy Distillation Beyond Token Agreement Rethinking on-policy self-distillation for thinking models

Reference 6

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verified fuzzy
raw_fallback, observed 2026-08-11T05:51:09.618081Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-11T05:51:08.105860Z digest=sha256:d76c31b8ac1c75fe23ccc8201b393a7c91b7812a8f1f451d6813d817f9001b50

Observation f1b484ce-64ad-4359-aa23-2a1c1621c1b0 · outbound

This paper cites Respecting Self-Uncertainty in On-Policy Self-Distillation for Efficient LLM Reasoning.

Mismatch Matters: On-Policy Distillation Beyond Token Agreement Respecting Self-Uncertainty in On-Policy Self-Distillation for Efficient LLM Reasoning

Reference 7

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T05:51:08.115933Z digest=sha256:b4c736bbdbe810df236bbe4ad7ebef3308d31766eaa58484673f681a56c51b65

Observation 2f822c1f-fcc8-4982-ad77-7bb3bbde8024 · outbound

This paper cites Scaling reasoning efficiently via relaxed on-policy distillation.arXiv preprint arXiv:2603.11137,.

Mismatch Matters: On-Policy Distillation Beyond Token Agreement Scaling reasoning efficiently via relaxed on-policy distillation.arXiv preprint arXiv:2603.11137,

Reference 8

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T05:51:08.125373Z digest=sha256:baca8d32015f7ae78222c8b19fd4abe52de1924e241c37f4452f256ef5d2c435

Observation 7ae8cd34-f023-46e2-b316-f29eeefae6a2 · outbound

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

Mismatch Matters: On-Policy Distillation Beyond Token Agreement Rethinking On-Policy Distillation of Large Language Models: Phenomenology, Mechanism, and Recipe

Reference 9

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T05:51:08.134433Z digest=sha256:5918542406263e176b8c4b9ba5404b923c2af98442c02d3de995479838f4ba83

Observation c92bd30d-e5f0-44c4-b746-ece8326b6aa3 · outbound

This paper cites Teacher-Guided Policy Optimization for On-Policy Reasoning Distillation under Large Policy Divergence.

Mismatch Matters: On-Policy Distillation Beyond Token Agreement Teacher-Guided Policy Optimization for On-Policy Reasoning Distillation under Large Policy Divergence

Reference 10

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source=pdf_text observed=2026-08-11T05:51:08.142840Z digest=sha256:3e091dd21aceed78e56dbdbbada0ced021817ee4d9c9e40bb79fc5e2e0130913

Observation cecc0ba3-14f5-4fa6-b960-f44e6b9a1f42 · outbound

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

Mismatch Matters: On-Policy Distillation Beyond Token Agreement Demystifying OPD: Length Inflation and Stabilization Strategies for Large Language Models

Reference 11

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source=pdf_text observed=2026-08-11T05:51:08.150202Z digest=sha256:ec38adf2d43de369b85c07446ce8e6082b30972ce1dcb6928b49ea829d558265

Observation 7149cbe0-c2a0-4c8d-880c-1225c2c12ffe · outbound

This paper cites HybridFlow: A Flexible and Efficient RLHF Framework.

Mismatch Matters: On-Policy Distillation Beyond Token Agreement HybridFlow: A Flexible and Efficient RLHF Framework

Reference 15

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source=pdf_text observed=2026-08-11T05:51:08.187057Z digest=sha256:4a28323683b4b300f9d2aac5ac3d97aa5638397e9b9708166345ac720c406e4a

Observation 393842cf-cd96-4df2-9507-1bfe0cd745ee · outbound

This paper cites Kimi k3: Open frontier intelligence.arXiv preprint arXiv:2607.24653,.

Mismatch Matters: On-Policy Distillation Beyond Token Agreement Kimi k3: Open frontier intelligence.arXiv preprint arXiv:2607.24653,

Reference 16

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source=pdf_text observed=2026-08-11T05:51:08.200354Z digest=sha256:e32a0ec23e06fb3c188fe13349aa727b906b80a9c195a0e0ab65477813150ea1

Observation f870c4cb-5304-47c0-9fd0-0aaf1404c4e7 · outbound

This paper cites Not All Disagreement Is Learnable: Token Teachability in On-Policy Distillation.

Mismatch Matters: On-Policy Distillation Beyond Token Agreement Not All Disagreement Is Learnable: Token Teachability in On-Policy Distillation

Reference 17

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source=pdf_text observed=2026-08-11T05:51:08.212803Z digest=sha256:63c339bf81df357e562a37f3544f4b1c79ae57b1e3bdb4264f9242ecb1af64b2

Observation a78dac6c-aa3f-46f8-839b-841e31dd885b · outbound

This paper cites MiMo-V2-Flash Technical Report.

Mismatch Matters: On-Policy Distillation Beyond Token Agreement MiMo-V2-Flash Technical Report

Reference 18

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T05:51:08.223854Z digest=sha256:eeef372ab5a30210b1254813eed713c722afd27039f779ffc36ee66d8eb3a4fc

Observation 41878fca-c832-401b-8092-02928c28fb08 · outbound

This paper cites Escaping the KL Agreement Trap in On-Policy Distillation.

Mismatch Matters: On-Policy Distillation Beyond Token Agreement Escaping the KL Agreement Trap in On-Policy Distillation

Reference 19

Resolution
verified exact
local_arxiv, observed 2026-08-11T05:51:08.733913Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-11T05:51:08.237893Z digest=sha256:6548f8204aa29ff10cd8d994201d285bd1295d0d77390c57e0cac9ea32d824aa

Observation 6aeff798-6864-4f7f-b65f-dc12f92c8567 · outbound

This paper cites Trust Region On-Policy Distillation.

Mismatch Matters: On-Policy Distillation Beyond Token Agreement Trust Region On-Policy Distillation

Reference 20

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source=pdf_text observed=2026-08-11T05:51:08.246583Z digest=sha256:267c741f14ab79650aaa7a51105a5d9d708e7b36a9041582f457156cd1944070

Observation 7500ed4c-24b3-476b-aee2-aa8493a9ea0e · outbound

This paper cites TIP: Token Importance in On-Policy Distillation.

Mismatch Matters: On-Policy Distillation Beyond Token Agreement TIP: Token Importance in On-Policy Distillation

Reference 21

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source=pdf_text observed=2026-08-11T05:51:08.253953Z digest=sha256:8616cf8ef110154679745e09b5e4c756ca4021b38e433f98750f35ec81635185

Observation d9ace98e-74d4-4dfe-afed-96d51b694a92 · outbound

This paper cites Qwen3 Technical Report.

Mismatch Matters: On-Policy Distillation Beyond Token Agreement Qwen3 Technical Report

Reference 22

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source=pdf_text observed=2026-08-11T05:51:08.264825Z digest=sha256:4fbcc356ec2245316b7f055c105d4ffeaa10554a1de0d92bc204b452b1a4281c

Observation 4c60f8fe-b1aa-45ca-a74a-714979d12375 · outbound

This paper cites OPRD: On-Policy Representation Distillation.

Mismatch Matters: On-Policy Distillation Beyond Token Agreement OPRD: On-Policy Representation Distillation

Reference 23

Resolution
verified exact
local_arxiv, observed 2026-08-11T05:51:08.569317Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-11T05:51:08.278555Z digest=sha256:55fdf3efc4834dc51c244dcd38db18680c06b4c34fc49ca3da20ba2089072ca0

Observation 7704910e-a454-4461-b7f5-41b3b40f9d95 · outbound

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

Mismatch Matters: On-Policy Distillation Beyond Token Agreement GLM-5: from Vibe Coding to Agentic Engineering

Reference 24

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source=pdf_text observed=2026-08-11T05:51:08.285450Z digest=sha256:d057cd7b1b3b0cdced63a7cfd52c8b574f58364acfdd2204c08a604c5c3a9fc1

Observation a9182e79-4014-4b03-aa6d-9a9c639af9ad · outbound

This paper cites Fast and effective on-policy distillation from reasoning prefixes.

Mismatch Matters: On-Policy Distillation Beyond Token Agreement Fast and effective on-policy distillation from reasoning prefixes

Reference 25

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verified fuzzy
raw_fallback, observed 2026-08-11T05:51:09.586258Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-11T05:51:08.294078Z digest=sha256:363e309cadd2b7a065c4142f6d2e3bb3a7e8fe4e4f02ddc86f18e966f228de5d

Observation da7dcbb2-7539-420f-a6f2-0cb13f4b9988 · outbound

This paper cites PowerOPD: Stabilizing On-Policy Distillation with Bounded Power Transformation.

Mismatch Matters: On-Policy Distillation Beyond Token Agreement PowerOPD: Stabilizing On-Policy Distillation with Bounded Power Transformation

Reference 26

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source=pdf_text observed=2026-08-11T05:51:08.302850Z digest=sha256:d8de90ccd049d633bdc3d201e863aa4a1012be425f199444397b3c7c8dd1a01e

Observation fd2de4d4-e136-4b87-9485-ebda9c659693 · outbound

This paper cites Using P v ∇θq(v) = 0, we obtain Ev∼q [−h(a(v))∇θ logq(v)] =−2 X v s p(v) q(v) −1 ! ∇θq(v) =−2 X v s p(v) q(v) ∇θq(v) = 4∇θH 2(p, q), which proves Equation (2).

Mismatch Matters: On-Policy Distillation Beyond Token Agreement Using P v ∇θq(v) = 0, we obtain Ev∼q [−h(a(v))∇θ logq(v)] =−2 X v s p(v) q(v) −1 ! ∇θq(v) =−2 X v s p(v) q(v) ∇θq(v) = 4∇θH 2(p, q), which proves Equation (2)

Reference 28

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No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-11T05:51:08.320372Z digest=sha256:98f1afad76b996e2b91af72d4f739d53e28180a4e3426338de8947d1eacd9f8e

Observation 693d852d-4c53-4388-bfb4-1fb9a7a21696 · outbound

This paper cites an unresolved cited work.

Mismatch Matters: On-Policy Distillation Beyond Token Agreement Unresolved cited work

Reference 30

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No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-11T05:51:08.338517Z digest=sha256:bd373e8abc440fe3d090715290c1be4aab2873033d884fbf4514b1d94b02a58c

Observation 38543c92-bf81-4dc7-aed5-8706073e1e31 · outbound

This paper cites 错” (“wrong.

Mismatch Matters: On-Policy Distillation Beyond Token Agreement 错” (“wrong

Reference 31

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No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-11T05:51:08.345336Z digest=sha256:251111d9b8c92791eeb60d745a4f9e32b7fd63cadcbca09e71e3bab01b3c60d1

Observation 59a5bc8e-5477-43a3-b08c-05cdb77b88a4 · outbound

This paper cites KL for a KL: On-Policy Distillation with Control Variate Baseline.

Mismatch Matters: On-Policy Distillation Beyond Token Agreement KL for a KL: On-Policy Distillation with Control Variate Baseline

Reference 2005

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source=pdf_text observed=2026-08-11T05:51:08.156946Z digest=sha256:8d37d16ab1ab4a79a3aff5989bca5e3e34f8f46f4af6cea23a1713f444a06657

Observation d719fe97-0e18-420b-a77c-ecbeb8d46223 · outbound

This paper cites Proximal Policy Optimization Algorithms.

Mismatch Matters: On-Policy Distillation Beyond Token Agreement Proximal Policy Optimization Algorithms

Reference 2011

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source=pdf_text observed=2026-08-11T05:51:08.165637Z digest=sha256:a8178c59c291bcc4a63d8e7a34f906e12971f8c283430167297368f5b10a77e0

Observation b6ad4969-bcd1-4c7a-8696-c1ecb1549ca5 · outbound

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

Mismatch Matters: On-Policy Distillation Beyond Token Agreement DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 2017

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source=pdf_text observed=2026-08-11T05:51:08.176291Z digest=sha256:b1c33a287f4f296a683dce964c86c1a63c2a61482f781bd0bac34788c4dbdbfe

Observation 45992377-186e-4f4d-84fd-ac90e3fded19 · outbound

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

Mismatch Matters: On-Policy Distillation Beyond Token Agreement The Many Faces of On-Policy Distillation: Pitfalls, Mechanisms, and Fixes

Reference 2023

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source=pdf_text observed=2026-08-11T05:51:08.310589Z digest=sha256:c5faab5aa68adc1ad48c510112973e30b8d9eb196cccfee4bac1e767617c3042

Observation 2153ce2d-4de2-4752-8376-2aea46f5c119 · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

Mismatch Matters: On-Policy Distillation Beyond Token Agreement DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 2024

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source=pdf_text observed=2026-08-11T05:51:08.073022Z digest=sha256:fe7e45edb70459651e444b6d676f8342ca1a7e14cd674db22bef7c44f5723562

Observation 6a3d90a9-e2ad-46ca-ba95-054d87ba26ac · outbound

This paper cites Justrl: Scaling a 1.5 b llm with a simple rl recipe.arXiv preprint arXiv:2512.16649,.

Mismatch Matters: On-Policy Distillation Beyond Token Agreement Justrl: Scaling a 1.5 b llm with a simple rl recipe.arXiv preprint arXiv:2512.16649,

Reference 2025

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T05:51:08.083906Z digest=sha256:734d9e012de509f225571a748ca557e99776c9fa2138d378abbb83bb64870be0

Observation 73ab0971-eaae-4263-9227-7bc0440ab3c5 · outbound

This paper cites Trajectory-Refined Distillation.

Mismatch Matters: On-Policy Distillation Beyond Token Agreement Trajectory-Refined Distillation

Reference 2026

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T05:51:08.096586Z digest=sha256:7813febfd5b7a3922f8f6e403312a25576253f512b970b0202012785d50a310e

Pith citing papers

No inbound Pith citation observations are available.