Paper Citation Record · LEDGER

Answer-then-Edit: Reasoning Skeleton Editing for Anti-Distillation with Preserved Utility

As of 9 August 2026, this Paper Citation Record lists 45 of 45 outbound references and 0 inbound Pith citation observations for arXiv:2607.20440.

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

pith.paper-citation-record.v1
2607.20440 v1

Coverage vector

measured 45 of 45 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-02T14:19:39.453702Z

measured 45 of 45 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+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

45 of 45 outbound references displayed

verified exact0
verified fuzzy0
unresolved45
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e6d3a7fa-8bf5-4f82-b2fc-45968833a03b · outbound

This paper cites GPT-4 Technical Report.

Answer-then-Edit: Reasoning Skeleton Editing for Anti-Distillation with Preserved Utility GPT-4 Technical Report

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-02T14:19:35.354577Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1dc98b2d-055b-47ed-975c-f3da0f1d276b · outbound

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

Answer-then-Edit: Reasoning Skeleton Editing for Anti-Distillation with Preserved Utility On-policy distillation of language models: Learning from self-generated mistakes

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-02T14:19:35.466922Z

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Unavailable: canonical work link unavailable.

Observation 2594b9d2-755d-4d0e-885f-d46c09d55c77 · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

Answer-then-Edit: Reasoning Skeleton Editing for Anti-Distillation with Preserved Utility Training Verifiers to Solve Math Word Problems

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-02T14:19:35.598071Z

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Unavailable: canonical work link unavailable.

Observation ff709b8e-93b2-4c0c-8f2d-6ebd10c0e92b · outbound

This paper cites Knowledge distillation: A survey.IJCV, 129(6):1789–1819, 2021.

Answer-then-Edit: Reasoning Skeleton Editing for Anti-Distillation with Preserved Utility Knowledge distillation: A survey.IJCV, 129(6):1789–1819, 2021

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-02T14:19:35.793514Z

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Unavailable: canonical work link unavailable.

Observation 6e4a5f54-cbed-4fa2-81b1-8273a352cf10 · outbound

This paper cites The Llama 3 Herd of Models.

Answer-then-Edit: Reasoning Skeleton Editing for Anti-Distillation with Preserved Utility The Llama 3 Herd of Models

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-02T14:19:35.981953Z

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Unavailable: canonical work link unavailable.

Observation fb7c27ed-89f1-43e4-ac59-e76c4764d945 · outbound

This paper cites Watermarking Pre-trained Language Models with Backdooring.

Answer-then-Edit: Reasoning Skeleton Editing for Anti-Distillation with Preserved Utility Watermarking Pre-trained Language Models with Backdooring

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-02T14:19:36.147773Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 45e021c5-29c2-42b7-9ff2-a604ceb1019e · outbound

This paper cites Minillm: Knowledge distillation of large language models.

Answer-then-Edit: Reasoning Skeleton Editing for Anti-Distillation with Preserved Utility Minillm: Knowledge distillation of large language models

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-02T14:19:36.295466Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 21d37035-aa95-47ab-96a3-aa63f2e2ea64 · outbound

This paper cites Accelerate: training and inference at scale made simple, efficient and adaptable.URL: https://github.

Answer-then-Edit: Reasoning Skeleton Editing for Anti-Distillation with Preserved Utility Accelerate: training and inference at scale made simple, efficient and adaptable.URL: https://github

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-02T14:19:36.434673Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1974df22-871e-403a-b684-6eae4f1373a7 · outbound

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

Answer-then-Edit: Reasoning Skeleton Editing for Anti-Distillation with Preserved Utility DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-02T14:19:36.534173Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5697e547-c61a-464e-a6a9-b2287a40989c · outbound

This paper cites Protecting intellectual property of language generation apis with lexical watermark.

Answer-then-Edit: Reasoning Skeleton Editing for Anti-Distillation with Preserved Utility Protecting intellectual property of language generation apis with lexical watermark

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-02T14:19:36.596066Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a7388bfb-3ba6-4255-b954-2a06611fa9fe · outbound

This paper cites Measuring Mathematical Problem Solving With the MATH Dataset.

Answer-then-Edit: Reasoning Skeleton Editing for Anti-Distillation with Preserved Utility Measuring Mathematical Problem Solving With the MATH Dataset

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-02T14:19:36.654409Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5126c66f-83d3-40de-a637-bf2de09312e9 · outbound

This paper cites Distilling the Knowledge in a Neural Network.

Answer-then-Edit: Reasoning Skeleton Editing for Anti-Distillation with Preserved Utility Distilling the Knowledge in a Neural Network

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-02T14:19:36.718382Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bc9489c7-37d6-4751-98fd-8465de449760 · outbound

This paper cites Large language models are reasoning teachers.

Answer-then-Edit: Reasoning Skeleton Editing for Anti-Distillation with Preserved Utility Large language models are reasoning teachers

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-02T14:19:36.794013Z

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Unavailable: canonical work link unavailable.

Observation 99511333-82eb-4422-90f2-c79f1bef8abd · outbound

This paper cites Distilling step-by-step! outperforming larger language models with less training data and smaller model sizes.

Answer-then-Edit: Reasoning Skeleton Editing for Anti-Distillation with Preserved Utility Distilling step-by-step! outperforming larger language models with less training data and smaller model sizes

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-02T14:19:36.861692Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fae023bc-6652-431e-90db-8ee2695d7cf8 · outbound

This paper cites Lora: Low-rank adaptation of large language models.

Answer-then-Edit: Reasoning Skeleton Editing for Anti-Distillation with Preserved Utility Lora: Low-rank adaptation of large language models

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-02T14:19:36.911225Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 85e1c8a1-a8c1-42a3-846c-4f1a43e5a8c3 · outbound

This paper cites Gemma 3 Technical Report.

Answer-then-Edit: Reasoning Skeleton Editing for Anti-Distillation with Preserved Utility Gemma 3 Technical Report

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-02T14:19:36.955218Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 967648da-4aae-4606-baad-dc01ec25064c · outbound

This paper cites Sequence-level knowledge distillation.

Answer-then-Edit: Reasoning Skeleton Editing for Anti-Distillation with Preserved Utility Sequence-level knowledge distillation

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-02T14:19:37.016276Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8fb3cf0e-114f-4096-886a-0dae62168947 · outbound

This paper cites A watermark for large language models.

Answer-then-Edit: Reasoning Skeleton Editing for Anti-Distillation with Preserved Utility A watermark for large language models

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-02T14:19:37.078105Z

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Unavailable: canonical work link unavailable.

Observation 83693d5c-fe35-41d8-b6a4-f7162216ad46 · outbound

This paper cites Cognitive load theory: Implications of cognitive load theory on the design of learning, 2002.

Answer-then-Edit: Reasoning Skeleton Editing for Anti-Distillation with Preserved Utility Cognitive load theory: Implications of cognitive load theory on the design of learning, 2002

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-02T14:19:37.128879Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b3f56040-ae71-4e46-b4ef-42c435d81079 · outbound

This paper cites From generation to judgment: Opportunities and challenges of llm-as-a-judge.

Answer-then-Edit: Reasoning Skeleton Editing for Anti-Distillation with Preserved Utility From generation to judgment: Opportunities and challenges of llm-as-a-judge

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-02T14:19:37.181416Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8449e01e-aa63-4b20-8a6f-bbb5e3be80fd · outbound

This paper cites Doge: Defensive output generation for llm protection against knowledge distillation.

Answer-then-Edit: Reasoning Skeleton Editing for Anti-Distillation with Preserved Utility Doge: Defensive output generation for llm protection against knowledge distillation

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-02T14:19:37.232373Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6f706172-0d5c-4c1f-8fe0-f961200aebdd · outbound

This paper cites Graykd: Distilling better knowledge from black-box llm via multi-rationale injection.

Answer-then-Edit: Reasoning Skeleton Editing for Anti-Distillation with Preserved Utility Graykd: Distilling better knowledge from black-box llm via multi-rationale injection

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-02T14:19:37.306420Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2e4b83ff-1baf-4337-b554-96b9bae125e5 · outbound

This paper cites DeepSeek-V3 Technical Report.

Answer-then-Edit: Reasoning Skeleton Editing for Anti-Distillation with Preserved Utility DeepSeek-V3 Technical Report

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-02T14:19:37.420303Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a34e73b1-325d-49a9-8ae5-2868bbf36c10 · outbound

This paper cites G-eval: Nlg evaluation using gpt-4 with better human alignment.

Answer-then-Edit: Reasoning Skeleton Editing for Anti-Distillation with Preserved Utility G-eval: Nlg evaluation using gpt-4 with better human alignment

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-02T14:19:37.475079Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b879348e-e025-4a06-af33-0f8d197e66c6 · outbound

This paper cites Cognitive load theory and instructional design: Recent developments.Educational psychologist, 38(1):1–4, 2003.

Answer-then-Edit: Reasoning Skeleton Editing for Anti-Distillation with Preserved Utility Cognitive load theory and instructional design: Recent developments.Educational psychologist, 38(1):1–4, 2003

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-02T14:19:37.557868Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4795072b-e283-47ff-ad5d-7c77084060c5 · outbound

This paper cites Antidistillation sampling.

Answer-then-Edit: Reasoning Skeleton Editing for Anti-Distillation with Preserved Utility Antidistillation sampling

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-02T14:19:37.613377Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a34fec2e-0e15-400e-b9b3-7cde07d8c685 · outbound

This paper cites OpenAI GPT-5 System Card.

Answer-then-Edit: Reasoning Skeleton Editing for Anti-Distillation with Preserved Utility OpenAI GPT-5 System Card

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-02T14:19:37.691032Z

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Unavailable: canonical work link unavailable.

Observation e012ddc6-3445-475e-886d-b68710f18e04 · outbound

This paper cites Cognitive load during problem solving: Effects on learning.Cognitive science, 12(2):257–285, 1988.

Answer-then-Edit: Reasoning Skeleton Editing for Anti-Distillation with Preserved Utility Cognitive load during problem solving: Effects on learning.Cognitive science, 12(2):257–285, 1988

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-02T14:19:37.736088Z

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Unavailable: canonical work link unavailable.

Observation 054ad257-79f6-4e38-995a-2e85e25b4298 · outbound

This paper cites Cognitive load theory, learning difficulty, and instructional design.Learning and instruction, 4(4):295–312, 1994.

Answer-then-Edit: Reasoning Skeleton Editing for Anti-Distillation with Preserved Utility Cognitive load theory, learning difficulty, and instructional design.Learning and instruction, 4(4):295–312, 1994

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-02T14:19:37.803283Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c2e226aa-481c-4ffe-b175-c4c638973f5b · outbound

This paper cites Cognitive load theory.

Answer-then-Edit: Reasoning Skeleton Editing for Anti-Distillation with Preserved Utility Cognitive load theory

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-02T14:19:37.898092Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eec89ad8-4e49-408a-82f7-e1e47d9c372c · outbound

This paper cites Cognitive architecture and instructional design.Educational psychology review, 10(3):251–296, 1998.

Answer-then-Edit: Reasoning Skeleton Editing for Anti-Distillation with Preserved Utility Cognitive architecture and instructional design.Educational psychology review, 10(3):251–296, 1998

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-02T14:19:38.016280Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9534eab3-6bab-492d-98d7-bb056d86198e · outbound

This paper cites Stanford alpaca: An instruction-following llama model, 2023.

Answer-then-Edit: Reasoning Skeleton Editing for Anti-Distillation with Preserved Utility Stanford alpaca: An instruction-following llama model, 2023

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-02T14:19:38.159597Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ae6023b-7bb3-4441-9584-56729f48151e · outbound

This paper cites Do Large Language Model Benchmarks Test Reliability?.

Answer-then-Edit: Reasoning Skeleton Editing for Anti-Distillation with Preserved Utility Do Large Language Model Benchmarks Test Reliability?

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-02T14:19:38.247606Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba37c400-987c-412b-be61-d8a39ad98de3 · outbound

This paper cites Poisoning language models during instruction tuning.

Answer-then-Edit: Reasoning Skeleton Editing for Anti-Distillation with Preserved Utility Poisoning language models during instruction tuning

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-02T14:19:38.370648Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a662f81-550a-4490-af30-bc74e4975d0c · outbound

This paper cites Abkd: Pursuing a proper allocation of the probability mass in knowledge distillation via α-β-divergence.

Answer-then-Edit: Reasoning Skeleton Editing for Anti-Distillation with Preserved Utility Abkd: Pursuing a proper allocation of the probability mass in knowledge distillation via α-β-divergence

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-02T14:19:38.463108Z

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Observation a846d2e3-72c3-4a44-8520-fb3979064ab0 · outbound

This paper cites Mmlu-pro: A more robust and challenging multi-task language understanding benchmark.NeurIPS, 37:95266–95290, 2024.

Answer-then-Edit: Reasoning Skeleton Editing for Anti-Distillation with Preserved Utility Mmlu-pro: A more robust and challenging multi-task language understanding benchmark.NeurIPS, 37:95266–95290, 2024

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-02T14:19:38.566436Z

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Unavailable: canonical work link unavailable.

Observation 9e92c5b3-355c-4af8-9bfb-aad5e3ebca14 · outbound

This paper cites F-divergence minimization for sequence-level knowledge distillation.

Answer-then-Edit: Reasoning Skeleton Editing for Anti-Distillation with Preserved Utility F-divergence minimization for sequence-level knowledge distillation

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-02T14:19:38.653736Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation deaba160-8398-471f-bdec-0002a3a0fcbf · outbound

This paper cites Trl: transformer reinforcement learning.GitHub.

Answer-then-Edit: Reasoning Skeleton Editing for Anti-Distillation with Preserved Utility Trl: transformer reinforcement learning.GitHub

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-02T14:19:38.708467Z

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Observation 333add56-81d1-47e6-be8f-eee5d77f4e46 · outbound

This paper cites Transformers: State-of- the-art natural language processing.

Answer-then-Edit: Reasoning Skeleton Editing for Anti-Distillation with Preserved Utility Transformers: State-of- the-art natural language processing

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-02T14:19:38.806579Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e7d10f0-4c86-45ba-9389-9ea94e93976d · outbound

This paper cites Instructional fingerprinting of large language models.

Answer-then-Edit: Reasoning Skeleton Editing for Anti-Distillation with Preserved Utility Instructional fingerprinting of large language models

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-02T14:19:38.956385Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e29b6dba-d60e-40c4-9b96-1ad4f5346f64 · outbound

This paper cites Qwen2.5 Technical Report.

Answer-then-Edit: Reasoning Skeleton Editing for Anti-Distillation with Preserved Utility Qwen2.5 Technical Report

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-02T14:19:39.043999Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f3e92b0b-5b10-4d82-8051-ba25d8de8db1 · outbound

This paper cites Qwen3 Technical Report.

Answer-then-Edit: Reasoning Skeleton Editing for Anti-Distillation with Preserved Utility Qwen3 Technical Report

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-02T14:19:39.169267Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a18f4fe-51ea-4fc4-a717-7fe592c93c43 · outbound

This paper cites Securing large language models: A survey of watermarking and fingerprinting techniques.

Answer-then-Edit: Reasoning Skeleton Editing for Anti-Distillation with Preserved Utility Securing large language models: A survey of watermarking and fingerprinting techniques

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-02T14:19:39.271311Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5e76530d-a0ee-4884-841a-08e98468f5c3 · outbound

This paper cites Improve llm-as-a-judge ability as a general ability.

Answer-then-Edit: Reasoning Skeleton Editing for Anti-Distillation with Preserved Utility Improve llm-as-a-judge ability as a general ability

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-02T14:19:39.376517Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 935d3fad-f736-4bd6-89ee-53003669fcb0 · outbound

This paper cites steps": [ {.

Answer-then-Edit: Reasoning Skeleton Editing for Anti-Distillation with Preserved Utility steps": [ {

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-02T14:19:39.453702Z

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Pith citing papers

No inbound Pith citation observations are available.