Paper Citation Record · LEDGER

Edit, But Verify: An Empirical Audit of Instructed Code-Editing Benchmarks

As of 15 August 2026, this Paper Citation Record lists 24 of 24 outbound references and 1 inbound Pith citation observation for arXiv:2604.05100.

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

pith.paper-citation-record.v1
2604.05100 v1

Coverage vector

measured 24 of 24 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-10T19:16:33.635516Z

measured 25 of 25 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-03T01:30:15.314516Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

24 of 24 outbound references displayed

verified exact11
verified fuzzy2
unresolved9
parse uncertain0
malformed identifier1
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 35be2ab8-5324-4e72-8f75-87054ce1ec4c · outbound

This paper cites an unresolved cited work.

Edit, But Verify: An Empirical Audit of Instructed Code-Editing Benchmarks Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-05-16T07:02:29.811048Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 2ea0b961-fe20-4e6e-a773-1312125dd4c8 · outbound

This paper cites In2025 IEEE/ACM 22nd International Conference on Mining Software Repositories (MSR).

Edit, But Verify: An Empirical Audit of Instructed Code-Editing Benchmarks In2025 IEEE/ACM 22nd International Conference on Mining Software Repositories (MSR)

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T07:02:29.806826Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation e7847934-416e-4b31-ac5d-914fd7eca9a5 · outbound

This paper cites an unresolved cited work.

Edit, But Verify: An Empirical Audit of Instructed Code-Editing Benchmarks Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-05-16T07:02:29.808830Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 0061e5a0-8657-4136-9935-52d0364e35f4 · outbound

This paper cites Code Benchmarks Should Prioritize Rigor, Reliability, and Reproducibility.

Edit, But Verify: An Empirical Audit of Instructed Code-Editing Benchmarks Code Benchmarks Should Prioritize Rigor, Reliability, and Reproducibility

Reference 4

Resolution: metadata mismatch; arxiv_id, observed 2026-07-07T03:18:46.014814Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 6c429b83-854f-471f-a7c0-87a361184ce3 · outbound

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

Edit, But Verify: An Empirical Audit of Instructed Code-Editing Benchmarks Can It Edit? Evaluating the Ability of Large Language Models to Follow Code Editing Instructions

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-10T23:15:48.216119Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 08ada4f0-b026-4806-a4ad-e031b0d3f71e · outbound

This paper cites Copilot Arena: A Platform for Code LLM Evaluation in the Wild.

Edit, But Verify: An Empirical Audit of Instructed Code-Editing Benchmarks Copilot Arena: A Platform for Code LLM Evaluation in the Wild

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-05-10T23:15:48.220455Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 0e597f82-fc1f-48fa-a27e-99106e34d3c3 · outbound

This paper cites an unresolved cited work.

Edit, But Verify: An Empirical Audit of Instructed Code-Editing Benchmarks Unresolved cited work

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-05-10T23:15:48.185595Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation e1a67330-32e3-4d64-b2a5-b123613e4340 · outbound

This paper cites an unresolved cited work.

Edit, But Verify: An Empirical Audit of Instructed Code-Editing Benchmarks Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-05-16T07:02:29.801983Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation e42ae4a9-9a18-4ddc-b647-2e0dca5849d8 · outbound

This paper cites UniXcoder: Unified cross-modal pre-training for code representation.

Edit, But Verify: An Empirical Audit of Instructed Code-Editing Benchmarks UniXcoder: Unified cross-modal pre-training for code representation

Reference 9

Resolution: verified exact; doi, observed 2026-05-10T19:20:45.219571Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 23cd0e09-e3e4-4836-bd00-3d132e8abd50 · outbound

This paper cites an unresolved cited work.

Edit, But Verify: An Empirical Audit of Instructed Code-Editing Benchmarks Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-05-16T07:02:29.788783Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 1f3be54a-a096-4882-b71d-05cd85afa244 · outbound

This paper cites an unresolved cited work.

Edit, But Verify: An Empirical Audit of Instructed Code-Editing Benchmarks Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-05-16T07:02:29.793267Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation cd8e4d6f-5faf-441a-8dba-80b1c219653a · outbound

This paper cites The Rise of AI Teammates in Software Engineering (SE) 3.0: How Autonomous Coding Agents Are Reshaping Software Engineering.

Edit, But Verify: An Empirical Audit of Instructed Code-Editing Benchmarks The Rise of AI Teammates in Software Engineering (SE) 3.0: How Autonomous Coding Agents Are Reshaping Software Engineering

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-05-15T17:38:55.449085Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 082a4335-27bb-467c-883f-4a4d5ba156be · outbound

This paper cites an unresolved cited work.

Edit, But Verify: An Empirical Audit of Instructed Code-Editing Benchmarks Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-05-16T07:02:29.795390Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation ad2fbeff-0933-49f1-9ae7-203f2f4dde69 · outbound

This paper cites Journal of Software: Evolution and Process , year =.

Edit, But Verify: An Empirical Audit of Instructed Code-Editing Benchmarks Journal of Software: Evolution and Process , year =

Reference 14

Resolution: verified exact; doi, observed 2026-05-10T19:20:45.213512Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 42f5e8d4-226a-4d48-9b16-d513b6bb2c5f · outbound

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

Edit, But Verify: An Empirical Audit of Instructed Code-Editing Benchmarks StarCoder 2 and The Stack v2: The Next Generation

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-05-12T17:28:23.399599Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation ab2a4e4f-f610-4d3e-b095-181406da45b8 · outbound

This paper cites Prompting llms for code editing: Struggles and remedies.

Edit, But Verify: An Empirical Audit of Instructed Code-Editing Benchmarks Prompting llms for code editing: Struggles and remedies

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-05-10T23:15:48.190802Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 41288450-37d6-4b46-a157-43156f103ff7 · outbound

This paper cites Oliva, Gopi Krishnan Rajbahadur, Aaditya Bhatia, Haoxiang Zhang, Yihao Chen, Zhilong Chen, Arthur Leung, Dayi Lin, Boyuan Chen, and Ahmed E.

Edit, But Verify: An Empirical Audit of Instructed Code-Editing Benchmarks Oliva, Gopi Krishnan Rajbahadur, Aaditya Bhatia, Haoxiang Zhang, Yihao Chen, Zhilong Chen, Arthur Leung, Dayi Lin, Boyuan Chen, and Ahmed E

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T07:02:29.791028Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 21587c6e-a8e6-43f5-ac63-3212d10a083f · outbound

This paper cites Chembakottu, H.

Edit, But Verify: An Empirical Audit of Instructed Code-Editing Benchmarks Chembakottu, H

Reference 18

Resolution: malformed identifier; doi_truncated, observed 2026-05-10T19:20:45.217667Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 842d1d7c-f6cb-4342-8b76-5efbd01bb87d · outbound

This paper cites an unresolved cited work.

Edit, But Verify: An Empirical Audit of Instructed Code-Editing Benchmarks Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-05-16T07:02:29.797561Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation d85e27dc-6bf0-4306-899f-842e47550fe7 · outbound

This paper cites an unresolved cited work.

Edit, But Verify: An Empirical Audit of Instructed Code-Editing Benchmarks Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-05-16T07:02:29.804262Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 806a9de0-6d39-4fbd-8ec2-6041cc6e41d9 · outbound

This paper cites an unresolved cited work.

Edit, But Verify: An Empirical Audit of Instructed Code-Editing Benchmarks Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-05-16T07:02:29.799784Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation acb0359c-0c33-4699-b37c-adf1b16092c5 · outbound

This paper cites From code foundation models to agents and applications: A comprehensive survey and practical guide to code intelligence.

Edit, But Verify: An Empirical Audit of Instructed Code-Editing Benchmarks From code foundation models to agents and applications: A comprehensive survey and practical guide to code intelligence

Reference 22

Resolution: verified exact; arxiv_id, observed 2026-05-10T23:15:48.211300Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 06eb7595-2936-4a33-8bdf-60571d96eda4 · outbound

This paper cites an unresolved cited work.

Edit, But Verify: An Empirical Audit of Instructed Code-Editing Benchmarks Unresolved cited work

Reference 23

Resolution: verified exact; arxiv_id, observed 2026-05-10T19:20:45.215902Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 5e44ab03-3ee9-43fd-9f0a-00ff0b39d468 · outbound

This paper cites feat” = adding new functionality that did not exist before. - “fix.

Edit, But Verify: An Empirical Audit of Instructed Code-Editing Benchmarks feat” = adding new functionality that did not exist before. - “fix

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-05-10T23:15:48.198139Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Pith citing papers

Observation 482aa6d0-22e9-4d69-838d-b7bb2d8217de · inbound

To Add Is Machine, To Delete Is Human: Measuring and Mitigating Deletion Avoidance in LLM Code Editing cites this paper.

To Add Is Machine, To Delete Is Human: Measuring and Mitigating Deletion Avoidance in LLM Code Editing Edit, But Verify: An Empirical Audit of Instructed Code-Editing Benchmarks

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-03T01:30:15.314516Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.