Paper Citation Record · LEDGER

Applying the Chinese Wall Reverse Engineering Technique to Large Language Model Code Editing

As of 8 August 2026, this Paper Citation Record lists 25 of 25 outbound references and 0 inbound Pith citation observations for arXiv:2507.15599.

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

pith.paper-citation-record.v1
2507.15599 v1

Coverage vector

measured 25 of 25 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T15:32:37.690391Z

measured 25 of 25 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

25 of 25 outbound references displayed

verified exact1
verified fuzzy13
unresolved11
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1fc1f250-1f46-445d-aa68-b10b25908dc7 · outbound

This paper cites I don't want to say anything but that's not the right license Mr Copilot.,.

Applying the Chinese Wall Reverse Engineering Technique to Large Language Model Code Editing I don't want to say anything but that's not the right license Mr Copilot.,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:32:38.061324Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e7b5d094-5400-461a-8846-ed0a4d70416f · outbound

This paper cites StarCoder 2 and The Stack v2: The Next Generation.

Applying the Chinese Wall Reverse Engineering Technique to Large Language Model Code Editing StarCoder 2 and The Stack v2: The Next Generation

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:32:38.051695Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a053d2ff-e53b-429e-9d1e-6fcea5475191 · outbound

This paper cites The Common Pile v0.1: An 8TB Dataset of Public Domain and Openly Licensed Text.

Applying the Chinese Wall Reverse Engineering Technique to Large Language Model Code Editing The Common Pile v0.1: An 8TB Dataset of Public Domain and Openly Licensed Text

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T15:32:37.621215Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ac41aec3-d4cb-42ac-a84b-1a159c26fe24 · outbound

This paper cites Reverse-Engineering.

Applying the Chinese Wall Reverse Engineering Technique to Large Language Model Code Editing Reverse-Engineering

Reference 4

Resolution: verified exact; raw_fallback, observed 2026-08-06T15:32:37.926471Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 9b799bce-eee4-4df6-b324-a34dd3833853 · outbound

This paper cites Separating code reasoning and editing,.

Applying the Chinese Wall Reverse Engineering Technique to Large Language Model Code Editing Separating code reasoning and editing,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:32:38.041970Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 299f92b8-a0ba-4201-a9a2-09862e57d314 · outbound

This paper cites LLM.int8(): 8-bit Matrix Multiplication for Transformers at Scale.

Applying the Chinese Wall Reverse Engineering Technique to Large Language Model Code Editing LLM.int8(): 8-bit Matrix Multiplication for Transformers at Scale

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T15:32:37.631993Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7f9d2e62-b837-485e-bfdc-e0759a9e0607 · outbound

This paper cites whsinth/comma-v0.1-1t-bnb-8b.

Applying the Chinese Wall Reverse Engineering Technique to Large Language Model Code Editing whsinth/comma-v0.1-1t-bnb-8b

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:32:38.032862Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation be69e00f-957b-41b7-ae7c-3e409ec584f6 · outbound

This paper cites SelfCodeAlign: Self-Alignment for Code Generation.

Applying the Chinese Wall Reverse Engineering Technique to Large Language Model Code Editing SelfCodeAlign: Self-Alignment for Code Generation

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T15:32:37.638825Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c8afd8b5-2e9a-49c2-88c2-d5076e3c80de · outbound

This paper cites The Stack: 3 TB of permissively licensed source code.

Applying the Chinese Wall Reverse Engineering Technique to Large Language Model Code Editing The Stack: 3 TB of permissively licensed source code

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T15:32:37.642253Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7b3995a2-32f9-4017-9b00-b1b4753729e7 · outbound

This paper cites Phi-4 Technical Report.

Applying the Chinese Wall Reverse Engineering Technique to Large Language Model Code Editing Phi-4 Technical Report

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T15:32:37.645714Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f76f196c-06ee-4e62-aefa-58e709ca6bf1 · outbound

This paper cites Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities.

Applying the Chinese Wall Reverse Engineering Technique to Large Language Model Code Editing Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T15:32:37.648628Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bbce09d8-23fc-47f2-8e7d-daddd5e01434 · outbound

This paper cites Aider polyglot coding leaderboard.

Applying the Chinese Wall Reverse Engineering Technique to Large Language Model Code Editing Aider polyglot coding leaderboard

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:32:38.023311Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ddab3099-d1b6-449e-a857-7299de64287a · outbound

This paper cites WebDev Arena,.

Applying the Chinese Wall Reverse Engineering Technique to Large Language Model Code Editing WebDev Arena,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:32:38.012379Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 77e5178f-06a5-4860-9731-2d1cfd8eacce · outbound

This paper cites Zephyr: Direct Distillation of LM Alignment.

Applying the Chinese Wall Reverse Engineering Technique to Large Language Model Code Editing Zephyr: Direct Distillation of LM Alignment

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T15:32:37.658572Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e855c92e-4058-47db-b04c-072f9389244e · outbound

This paper cites Terms of Use,.

Applying the Chinese Wall Reverse Engineering Technique to Large Language Model Code Editing Terms of Use,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:32:38.002106Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 53abccb6-28c4-46b1-b31c-17d7b9c28129 · outbound

This paper cites GitHub, Inc.

Applying the Chinese Wall Reverse Engineering Technique to Large Language Model Code Editing GitHub, Inc

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:32:37.991806Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 68e3bd92-130a-4e03-83b5-7e5c12180b58 · outbound

This paper cites Microsoft Corporation.

Applying the Chinese Wall Reverse Engineering Technique to Large Language Model Code Editing Microsoft Corporation

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:32:37.981148Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation de37e0c5-e70e-4872-a522-ae14906c1962 · outbound

This paper cites OpenAI Inc.

Applying the Chinese Wall Reverse Engineering Technique to Large Language Model Code Editing OpenAI Inc

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:32:37.970107Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7502a738-afd8-4de6-b0b5-d2ab698764fb · outbound

This paper cites OctoPack: Instruction Tuning Code Large Language Models.

Applying the Chinese Wall Reverse Engineering Technique to Large Language Model Code Editing OctoPack: Instruction Tuning Code Large Language Models

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T15:32:37.673877Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 20f8fbe5-4a60-407b-93fc-cec86d37d763 · outbound

This paper cites StarCoder: may the source be with you!.

Applying the Chinese Wall Reverse Engineering Technique to Large Language Model Code Editing StarCoder: may the source be with you!

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T15:32:37.677757Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 544f6bd5-fa39-4787-844f-01649758164a · outbound

This paper cites They Said It Couldn’t Be Done.

Applying the Chinese Wall Reverse Engineering Technique to Large Language Model Code Editing They Said It Couldn’t Be Done

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:32:37.959768Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 6a0c38e0-0835-4393-97bc-04f70e1426a7 · outbound

This paper cites Can It Edit? Evaluating the Ability of Large Language Models to Follow Code Editing Instructions.

Applying the Chinese Wall Reverse Engineering Technique to Large Language Model Code Editing Can It Edit? Evaluating the Ability of Large Language Models to Follow Code Editing Instructions

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T15:32:37.683819Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b0be5e0-dc33-4cf4-96dd-bd7158c2cd2d · outbound

This paper cites Quake III Arena's code/game/q_math.c.

Applying the Chinese Wall Reverse Engineering Technique to Large Language Model Code Editing Quake III Arena's code/game/q_math.c

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:32:37.950051Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ec965289-5dd1-4794-95be-fe6d2ed50eb3 · outbound

This paper cites GPT-4o mini: advancing cost-efficient intelligence,.

Applying the Chinese Wall Reverse Engineering Technique to Large Language Model Code Editing GPT-4o mini: advancing cost-efficient intelligence,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:32:37.940153Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 6dfee0bf-0b19-4ec4-9cb9-cf552f182a37 · outbound

This paper cites StarCoder 2 and The Stack v2: The Next Generation.

Applying the Chinese Wall Reverse Engineering Technique to Large Language Model Code Editing StarCoder 2 and The Stack v2: The Next Generation

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-06T15:32:37.616832Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.