Paper Citation Record · LEDGER

Is More Privileged Information Better? From Solution Traces to Problem-Solving Structure in Self-Distilled Reasoning

As of 17 August 2026, this Paper Citation Record lists 34 of 34 outbound references and 1 inbound Pith citation observation for arXiv:2608.01589.

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

pith.paper-citation-record.v1
2608.01589 v1

Coverage vector

measured 34 of 34 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T00:37:20.198192Z

measured 35 of 35 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-14T04:33:46.003541Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-14T04:33:46.161096Z

Reference resolution

34 of 34 outbound references displayed

verified exact1
verified fuzzy16
unresolved17
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation edffbad1-cf86-4643-aa30-e23c0bbf0f85 · outbound

This paper cites 2015 , eprint =.

Is More Privileged Information Better? From Solution Traces to Problem-Solving Structure in Self-Distilled Reasoning 2015 , eprint =

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-05T00:37:17.929039Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e5454131-88e0-4571-96f6-640708a7c5ac · outbound

This paper cites Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing , pages =.

Is More Privileged Information Better? From Solution Traces to Problem-Solving Structure in Self-Distilled Reasoning Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing , pages =

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T00:37:23.839291Z

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.

Observation 22a8d219-0fdd-44f3-89e9-0027aad6ba5d · outbound

This paper cites Advances in Neural Information Processing Systems , volume =.

Is More Privileged Information Better? From Solution Traces to Problem-Solving Structure in Self-Distilled Reasoning Advances in Neural Information Processing Systems , volume =

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T00:37:23.676708Z

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.

Observation 835de768-f635-4f0f-85c4-87ef7c7c7d14 · outbound

This paper cites Proceedings of the Fourteenth International Conference on Artificial Intelligence and Statistics , volume =.

Is More Privileged Information Better? From Solution Traces to Problem-Solving Structure in Self-Distilled Reasoning Proceedings of the Fourteenth International Conference on Artificial Intelligence and Statistics , volume =

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T00:37:23.559018Z

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.

Observation 249c5377-27e1-4929-abd0-24768d4b62d9 · outbound

This paper cites International Conference on Learning Representations , year =.

Is More Privileged Information Better? From Solution Traces to Problem-Solving Structure in Self-Distilled Reasoning International Conference on Learning Representations , year =

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T00:37:23.413168Z

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.

Observation 5ce0a4c8-a3ea-4bc6-81a7-830b5922746a · outbound

This paper cites The Twelfth International Conference on Learning Representations , year =.

Is More Privileged Information Better? From Solution Traces to Problem-Solving Structure in Self-Distilled Reasoning The Twelfth International Conference on Learning Representations , year =

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T00:37:23.278144Z

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.

Observation 932cef0b-d532-440c-b4f4-65669d1c2b44 · outbound

This paper cites Findings of the Association for Computational Linguistics: ACL 2025 , year =.

Is More Privileged Information Better? From Solution Traces to Problem-Solving Structure in Self-Distilled Reasoning Findings of the Association for Computational Linguistics: ACL 2025 , year =

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T00:37:23.107922Z

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.

Observation a94b3598-b8d2-42c0-8626-c9be62606590 · outbound

This paper cites Deconstructing Long Chain-of-Thought: A Structured Reasoning Optimization Framework for Long CoT Distillation.

Is More Privileged Information Better? From Solution Traces to Problem-Solving Structure in Self-Distilled Reasoning Deconstructing Long Chain-of-Thought: A Structured Reasoning Optimization Framework for Long CoT Distillation

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-05T00:37:18.400973Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3c926e36-5ffc-4d50-a63b-ee61933aa4bc · outbound

This paper cites 2025 , eprint =.

Is More Privileged Information Better? From Solution Traces to Problem-Solving Structure in Self-Distilled Reasoning 2025 , eprint =

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-05T00:37:18.460752Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8fcb3f9f-447f-4a1a-8843-ca4876929a07 · outbound

This paper cites The Twelfth International Conference on Learning Representations , year =.

Is More Privileged Information Better? From Solution Traces to Problem-Solving Structure in Self-Distilled Reasoning The Twelfth International Conference on Learning Representations , year =

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-05T00:37:18.517215Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 67db9d1c-bfe2-4cdf-8864-bf91671d1468 · outbound

This paper cites 2026 , eprint =.

Is More Privileged Information Better? From Solution Traces to Problem-Solving Structure in Self-Distilled Reasoning 2026 , eprint =

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-05T00:37:18.599980Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a62e83d2-30cd-4fe1-8242-2f8fbc35e821 · outbound

This paper cites 2026 , eprint =.

Is More Privileged Information Better? From Solution Traces to Problem-Solving Structure in Self-Distilled Reasoning 2026 , eprint =

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-05T00:37:18.660202Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ed54590b-0b81-4d4d-bc9f-9bee1d9bec10 · outbound

This paper cites 2026 , eprint =.

Is More Privileged Information Better? From Solution Traces to Problem-Solving Structure in Self-Distilled Reasoning 2026 , eprint =

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T00:37:22.966108Z

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.

Observation 5f0d0691-a5d9-4593-9918-6b44b2d2669a · outbound

This paper cites Purified OPSD: On-Policy Self-Distillation Without Losing How to Think.

Is More Privileged Information Better? From Solution Traces to Problem-Solving Structure in Self-Distilled Reasoning Purified OPSD: On-Policy Self-Distillation Without Losing How to Think

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-05T00:37:18.782474Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2b5dd57a-e0bf-4553-b330-d49629def9bd · outbound

This paper cites Why Does Self-Distillation (Sometimes) Degrade the Reasoning Capability of LLMs?.

Is More Privileged Information Better? From Solution Traces to Problem-Solving Structure in Self-Distilled Reasoning Why Does Self-Distillation (Sometimes) Degrade the Reasoning Capability of LLMs?

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-05T00:37:18.865054Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 89e91267-c48a-4e07-aab0-4ddbe7204a54 · outbound

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

Is More Privileged Information Better? From Solution Traces to Problem-Solving Structure in Self-Distilled Reasoning Not All Disagreement Is Learnable: Token Teachability in On-Policy Distillation

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-05T00:37:18.921211Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f60ec44-9bb8-488f-b329-ee89d846c1d3 · outbound

This paper cites Privileged Information Distillation for Language Models.

Is More Privileged Information Better? From Solution Traces to Problem-Solving Structure in Self-Distilled Reasoning Privileged Information Distillation for Language Models

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-05T00:37:18.978472Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation df20dbb1-0186-433b-9466-ca00ef20a165 · outbound

This paper cites PAINT: Partial-Solution Adaptive Interpolated Training for Self-Distilled Reasoners.

Is More Privileged Information Better? From Solution Traces to Problem-Solving Structure in Self-Distilled Reasoning PAINT: Partial-Solution Adaptive Interpolated Training for Self-Distilled Reasoners

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-05T00:37:19.043058Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7dee2f55-62cf-47ca-abc7-831a96d1c3db · outbound

This paper cites Adaptive Teacher Exposure for Self-Distillation in LLM Reasoning.

Is More Privileged Information Better? From Solution Traces to Problem-Solving Structure in Self-Distilled Reasoning Adaptive Teacher Exposure for Self-Distillation in LLM Reasoning

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-05T00:37:19.126797Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c24dcf7d-f104-4e71-982b-493345c00eb2 · outbound

This paper cites 2026 , eprint =.

Is More Privileged Information Better? From Solution Traces to Problem-Solving Structure in Self-Distilled Reasoning 2026 , eprint =

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T00:37:22.692886Z

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.

Observation 9ec6a864-f4fe-4364-8092-7e3eecc00af4 · outbound

This paper cites AVSD: Adaptive-View Self-Distillation by Balancing Consensus and Teacher-Specific Privileged Signals.

Is More Privileged Information Better? From Solution Traces to Problem-Solving Structure in Self-Distilled Reasoning AVSD: Adaptive-View Self-Distillation by Balancing Consensus and Teacher-Specific Privileged Signals

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-05T00:37:19.269957Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 596cc2d2-09f7-4c40-845a-aa379d5e1cbb · outbound

This paper cites 2026 , eprint =.

Is More Privileged Information Better? From Solution Traces to Problem-Solving Structure in Self-Distilled Reasoning 2026 , eprint =

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T00:37:22.495638Z

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.

Observation 379c3832-d968-4cd3-b8f0-b4552bdf55cd · outbound

This paper cites 2026 , eprint =.

Is More Privileged Information Better? From Solution Traces to Problem-Solving Structure in Self-Distilled Reasoning 2026 , eprint =

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T00:37:22.335962Z

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.

Observation 1af01880-667f-4c49-b1b3-2425d31ee9d0 · outbound

This paper cites SuperCorrect: Advancing Small LLM Reasoning with Thought Template Distillation and Self-Correction.

Is More Privileged Information Better? From Solution Traces to Problem-Solving Structure in Self-Distilled Reasoning SuperCorrect: Advancing Small LLM Reasoning with Thought Template Distillation and Self-Correction

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-05T00:37:19.493480Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1bf18029-68c9-4f93-b1cd-7d277a4fe5cc · outbound

This paper cites Reasoning Scaffolding: Distilling the Flow of Thought from.

Is More Privileged Information Better? From Solution Traces to Problem-Solving Structure in Self-Distilled Reasoning Reasoning Scaffolding: Distilling the Flow of Thought from

Reference 25

Resolution: verified exact; doi, observed 2026-08-05T00:37:20.524752Z

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.

Observation b0bbccba-8738-45d7-b527-b93734f609f0 · outbound

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

Is More Privileged Information Better? From Solution Traces to Problem-Solving Structure in Self-Distilled Reasoning DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-05T00:37:19.642518Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e7f4307a-30e6-4d2f-9fad-be2e07bbed21 · outbound

This paper cites Qwen3 Technical Report.

Is More Privileged Information Better? From Solution Traces to Problem-Solving Structure in Self-Distilled Reasoning Qwen3 Technical Report

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-05T00:37:19.697164Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f92742b6-5055-43bd-906e-f7f4db34a834 · outbound

This paper cites an unresolved cited work.

Is More Privileged Information Better? From Solution Traces to Problem-Solving Structure in Self-Distilled Reasoning Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-05T00:37:19.780731Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ff5c89a4-9137-4be2-9ae6-cc919c91a08d · outbound

This paper cites 1972 , publisher =.

Is More Privileged Information Better? From Solution Traces to Problem-Solving Structure in Self-Distilled Reasoning 1972 , publisher =

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T00:37:22.044417Z

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.

Observation 7f658048-fded-42d7-a07e-95c798ff88bf · outbound

This paper cites and Nilsson, Nils J.

Is More Privileged Information Better? From Solution Traces to Problem-Solving Structure in Self-Distilled Reasoning and Nilsson, Nils J

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T00:37:21.809009Z

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.

Observation b302edf0-2092-4d7f-ae8d-8cf210c6910b · outbound

This paper cites Cognitive Science , volume =.

Is More Privileged Information Better? From Solution Traces to Problem-Solving Structure in Self-Distilled Reasoning Cognitive Science , volume =

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T00:37:21.592213Z

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.

Observation a97c0865-cf15-406f-b238-6fe77d24fe76 · outbound

This paper cites Cognitive Psychology , volume =.

Is More Privileged Information Better? From Solution Traces to Problem-Solving Structure in Self-Distilled Reasoning Cognitive Psychology , volume =

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T00:37:21.304536Z

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.

Observation 51a38a7f-88c4-4335-8858-65f618383562 · outbound

This paper cites Neural Networks , volume =.

Is More Privileged Information Better? From Solution Traces to Problem-Solving Structure in Self-Distilled Reasoning Neural Networks , volume =

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T00:37:21.102061Z

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.

Observation 89595cdc-94e4-48fe-ba25-79fc43837e79 · outbound

This paper cites Self-Distilled.

Is More Privileged Information Better? From Solution Traces to Problem-Solving Structure in Self-Distilled Reasoning Self-Distilled

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T00:37:20.883314Z

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.

Pith citing papers

Observation 52040c87-d5fd-46f5-8c95-f6ffbfc70915 · inbound

PAST: Privileged Adaptation from Complete Student Trajectories for On-Policy Self-Distillation cites this paper.

PAST: Privileged Adaptation from Complete Student Trajectories for On-Policy Self-Distillation Is More Privileged Information Better? From Solution Traces to Problem-Solving Structure in Self-Distilled Reasoning

Reference 6

Resolution: metadata mismatch; local_arxiv, observed 2026-08-14T04:33:46.167317Z

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.