Paper Citation Record · LEDGER

Pull Requests as a Training Signal for Repo-Level Code Editing

As of 8 August 2026, this Paper Citation Record lists 30 of 30 outbound references and 0 inbound Pith citation observations for arXiv:2602.07457.

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

pith.paper-citation-record.v1
2602.07457 v2

Coverage vector

measured 30 of 30 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T03:39:16.056435Z

measured 30 of 30 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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

30 of 30 outbound references displayed

verified exact0
verified fuzzy0
unresolved28
parse uncertain0
malformed identifier2
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0924e66f-007b-4bf5-9cba-7b63e867c7f7 · outbound

This paper cites an unresolved cited work.

Pull Requests as a Training Signal for Repo-Level Code Editing Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-03T03:39:14.221331Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1219915b-9b7c-4fa5-afe2-3d7b45dc5921 · outbound

This paper cites Jiang, Z., Ren, X., Yan, M., Jiang, W., Li, Y ., and Liu, Z.

Pull Requests as a Training Signal for Repo-Level Code Editing Jiang, Z., Ren, X., Yan, M., Jiang, W., Li, Y ., and Liu, Z

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-03T03:39:13.775472Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a6fdfa7b-05e6-4e9a-adbf-285fbd152001 · outbound

This paper cites We exclude PRs that: • Missing Base Code or Diff:PRs with empty base code files or missing diffs are filtered out.

Pull Requests as a Training Signal for Repo-Level Code Editing We exclude PRs that: • Missing Base Code or Diff:PRs with empty base code files or missing diffs are filtered out

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-03T03:39:14.324703Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f61e9f85-44f7-415c-8e98-b1b520f9044e · outbound

This paper cites an unresolved cited work.

Pull Requests as a Training Signal for Repo-Level Code Editing Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-03T03:39:15.702683Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 44cff803-8bdd-4d83-af4d-88b7186d3b0f · outbound

This paper cites Coeditor: Leveraging Contextual Changes for Multi-round Code Auto-editing.

Pull Requests as a Training Signal for Repo-Level Code Editing Coeditor: Leveraging Contextual Changes for Multi-round Code Auto-editing

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-03T03:39:13.998350Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 83266484-0e6c-4464-82a2-95685e2eba89 · outbound

This paper cites ISBN 979-8-89176-256-5.

Pull Requests as a Training Signal for Repo-Level Code Editing ISBN 979-8-89176-256-5

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-03T03:39:14.093648Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e9e374a2-aa78-4a6d-a92f-83569b1b3783 · outbound

This paper cites src/models/attention.py.

Pull Requests as a Training Signal for Repo-Level Code Editing src/models/attention.py

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-03T03:39:14.175381Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ce38b047-2b65-4112-a128-573933ff2cd8 · outbound

This paper cites • Title Blocklist:We remove maintenance PRs containing keywords: bump, dependencies, dependency,depend,release.

Pull Requests as a Training Signal for Repo-Level Code Editing • Title Blocklist:We remove maintenance PRs containing keywords: bump, dependencies, dependency,depend,release

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-03T03:39:14.274052Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 38936a1e-8a3e-45b8-8897-495d95624881 · outbound

This paper cites an unresolved cited work.

Pull Requests as a Training Signal for Repo-Level Code Editing Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-03T03:39:14.412221Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b2c2713-f7bc-475a-8e1e-c2afd1e817bb · outbound

This paper cites an unresolved cited work.

Pull Requests as a Training Signal for Repo-Level Code Editing Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-03T03:39:14.490887Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f50532e6-0fdd-4792-ad97-5bad7ef187d6 · outbound

This paper cites Added check.

Pull Requests as a Training Signal for Repo-Level Code Editing Added check

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-03T03:39:14.536245Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6f3a7fdb-9620-4440-85c0-3dda4d17e22f · outbound

This paper cites If success- ful, the result defines theexpected content.

Pull Requests as a Training Signal for Repo-Level Code Editing If success- ful, the result defines theexpected content

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-03T03:39:14.692259Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d69a08e-9147-4ca8-87d8-fda96ad88e36 · outbound

This paper cites an unresolved cited work.

Pull Requests as a Training Signal for Repo-Level Code Editing Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-03T03:39:14.708724Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 03dc5d26-fa44-4ee9-a65b-4415f6094ea7 · outbound

This paper cites round-trip.

Pull Requests as a Training Signal for Repo-Level Code Editing round-trip

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-03T03:39:14.753122Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 19680d5a-cdf9-4105-9e86-731200729daa · outbound

This paper cites an unresolved cited work.

Pull Requests as a Training Signal for Repo-Level Code Editing Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-03T03:39:14.827913Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation be8c843c-986b-40b3-972a-6bbd014c2446 · outbound

This paper cites an unresolved cited work.

Pull Requests as a Training Signal for Repo-Level Code Editing Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-03T03:39:14.922937Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fdc7278a-9846-4590-ad19-333fc2de85c6 · outbound

This paper cites an unresolved cited work.

Pull Requests as a Training Signal for Repo-Level Code Editing Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-03T03:39:14.978889Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e959d23-0fe3-4300-b413-6caec8acc52e · outbound

This paper cites an unresolved cited work.

Pull Requests as a Training Signal for Repo-Level Code Editing Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-03T03:39:15.029895Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 072a13e8-6b8e-4875-a058-e7dff6bbe8f1 · outbound

This paper cites an unresolved cited work.

Pull Requests as a Training Signal for Repo-Level Code Editing Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-03T03:39:15.078424Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7cf09757-34f9-4766-b3ef-0527c79bbd33 · outbound

This paper cites This ensures the model sees the necessary context for the 15 Pull Requests as a Training Signal for Repo-Level Code Editing edit without processing the entire file.

Pull Requests as a Training Signal for Repo-Level Code Editing This ensures the model sees the necessary context for the 15 Pull Requests as a Training Signal for Repo-Level Code Editing edit without processing the entire file

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-03T03:39:15.140260Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5b0f82e2-7361-48a8-a595-729833106760 · outbound

This paper cites Any Pull Request originating from or targeting these repositories is structurally discarded.

Pull Requests as a Training Signal for Repo-Level Code Editing Any Pull Request originating from or targeting these repositories is structurally discarded

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-03T03:39:15.192268Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3d6f8f6d-bb3e-4cec-9c73-27bfbf04305e · outbound

This paper cites depen- dency.

Pull Requests as a Training Signal for Repo-Level Code Editing depen- dency

Reference 25

Resolution: malformed identifier; no resolver link, observed 2026-08-03T03:39:15.269172Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c80b05a-27a1-4a40-bc13-f58d503bf07b · outbound

This paper cites an unresolved cited work.

Pull Requests as a Training Signal for Repo-Level Code Editing Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-03T03:39:15.362110Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9d9286c7-8c9d-4257-ad16-e7edf9304d68 · outbound

This paper cites an unresolved cited work.

Pull Requests as a Training Signal for Repo-Level Code Editing Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-03T03:39:15.551714Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e929193-a451-4dc2-9244-9a4a96a9182b · outbound

This paper cites an unresolved cited work.

Pull Requests as a Training Signal for Repo-Level Code Editing Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-03T03:39:15.835584Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa43a820-c509-48ef-ad85-4d724aa934c0 · outbound

This paper cites If you would like to add the line ’ print(x)’, you must fully write that out, with all those spaces before the code! Wrap the SEARCH/REPLACE edit in blocks‘‘‘python...‘‘‘.

Pull Requests as a Training Signal for Repo-Level Code Editing If you would like to add the line ’ print(x)’, you must fully write that out, with all those spaces before the code! Wrap the *SEARCH/REPLACE* edit in blocks‘‘‘python...‘‘‘

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-03T03:39:16.056435Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 610ca6e4-3e1d-4de8-b478-39cb7533b1bd · outbound

This paper cites findings-acl.62/.

Pull Requests as a Training Signal for Repo-Level Code Editing findings-acl.62/

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-03T03:39:14.125308Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea5974ec-9da4-41d9-83df-043543477a79 · outbound

This paper cites Kocetkov, D., Li, R., allal, L.

Pull Requests as a Training Signal for Repo-Level Code Editing Kocetkov, D., Li, R., allal, L

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-03T03:39:13.906112Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 65849246-71fb-4ba6-a221-2bea933e3fa3 · outbound

This paper cites Golzadeh, M., Legay, D., Decan, A., and Mens, T.

Pull Requests as a Training Signal for Repo-Level Code Editing Golzadeh, M., Legay, D., Decan, A., and Mens, T

Reference 2025

Resolution: malformed identifier; no resolver link, observed 2026-08-03T03:39:13.673045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a30f0e9d-6594-4bf0-b14b-29d349779116 · outbound

This paper cites Li, Z., Lu, S., Guo, D., Duan, N., Jannu, S., Jenks, G., Majumder, D., Green, J., Svyatkovskiy, A., Fu, S., and Sundaresan, N.

Pull Requests as a Training Signal for Repo-Level Code Editing Li, Z., Lu, S., Guo, D., Duan, N., Jannu, S., Jenks, G., Majumder, D., Green, J., Svyatkovskiy, A., Fu, S., and Sundaresan, N

Reference 8856

Resolution: unresolved; no resolver link, observed 2026-08-03T03:39:13.958317Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.