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Paper Citation Record · LEDGER

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As of 11 August 2026, this Paper Citation Record lists 22 of 22 outbound references and 0 inbound Pith citation observations for arXiv:2507.16063.

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

pith.paper-citation-record.v1
2507.16063 v1

Coverage vector

measured 22 of 22 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T15:21:32.573382Z

measured 22 of 22 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+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

22 of 22 outbound references displayed

  • verified exact0
  • verified fuzzy21
  • unresolved1
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 206f16fd-8c8f-4e35-803e-ec56b8fcf020 · outbound

This paper cites How to write a git commit message,.

AI-Powered Commit Explorer (APCE) How to write a git commit message,

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:21:36.721286Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T15:21:31.123369Z digest=sha256:e097e7d5ed80e669eb6bc097d6412827422f70720da5562e84dcf796a276cd44

Observation 54e2777b-9eee-4fa4-b93d-67a14c6a52c4 · outbound

This paper cites On automatically generating commit messages via summarization of source code changes,.

AI-Powered Commit Explorer (APCE) On automatically generating commit messages via summarization of source code changes,

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:21:36.536080Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T15:21:31.154211Z digest=sha256:78359938d673394dc1a14f0e65b9822651eaa1df736e7b856013849115f354ca

Observation 3bfcbe71-dc29-4163-9f7b-794995755be1 · outbound

This paper cites Fira: fine-grained graph-based code change representation for automated commit message generation,.

AI-Powered Commit Explorer (APCE) Fira: fine-grained graph-based code change representation for automated commit message generation,

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:21:36.270229Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T15:21:31.256114Z digest=sha256:bb0419bf0c6e1a4dac99a7d36628360dc0f63053e935dd7880ee551cd8d6bf1a

Observation 50745146-ac18-473d-a7d4-933c661f2c90 · outbound

This paper cites Boa: A language and infrastructure for analyzing ultra-large-scale software repositories,.

AI-Powered Commit Explorer (APCE) Boa: A language and infrastructure for analyzing ultra-large-scale software repositories,

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:21:35.948978Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T15:21:31.314085Z digest=sha256:ca2c198745ce6f1842cdaf0fd013d8ce3ad773f4c038f525a38b8136d9d813c0

Observation cb3f9073-3da9-4ec1-aca1-cb261a4924bd · outbound

This paper cites Llm-based multi-agent systems for software engineering: Literature review, vision, and the road ahead,.

AI-Powered Commit Explorer (APCE) Llm-based multi-agent systems for software engineering: Literature review, vision, and the road ahead,

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:21:35.732500Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T15:21:31.360945Z digest=sha256:294a532ed616c16b2ee18e953d88d8de626b51d3efdabae127888fe8210123df

Observation 1c1e4472-827f-485d-afa3-64527194b487 · outbound

This paper cites Commit message matters: Investigating impact and evolution of commit message quality,.

AI-Powered Commit Explorer (APCE) Commit message matters: Investigating impact and evolution of commit message quality,

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:21:35.495626Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T15:21:31.429156Z digest=sha256:6cfb06b018ea09e26e4462db0f887a949bd7ac2891a235834848f26c55c62589

Observation 039c562c-18f6-4a10-947d-e5d26aab7dca · outbound

This paper cites Generating commit messages from diffs using pointer-generator network,.

AI-Powered Commit Explorer (APCE) Generating commit messages from diffs using pointer-generator network,

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:21:35.180843Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T15:21:31.489676Z digest=sha256:42d0fcd717595f11dcf53259be79861fb6c66406fd543c234314c29f24b07c7d

Observation 31bd5b48-ed46-46ac-ad7f-fb58746bc8cd · outbound

This paper cites Atom: Commit message generation based on abstract syntax tree and hybrid ranking,.

AI-Powered Commit Explorer (APCE) Atom: Commit message generation based on abstract syntax tree and hybrid ranking,

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:21:34.964792Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T15:21:31.530752Z digest=sha256:46c63ee718959270730605d2864e219c84b30f2a6dc2b02e87ad696c310cbbac

Observation 9151ffbd-ec41-436e-b9b7-5614b9bed939 · outbound

This paper cites Neural machine translation-based commit message generation: How far are we?.

AI-Powered Commit Explorer (APCE) Neural machine translation-based commit message generation: How far are we?

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:21:34.763317Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T15:21:31.621520Z digest=sha256:24da79e115d80c9f9b7a892e701c910c55e9a91c67a02d2a04ab6a09b6dc5eab

Observation 16e62492-c5ff-4014-a74c-c3f75e1c1fc2 · outbound

This paper cites CCRep: Learning code change representations via pre-trained code model and query back,.

AI-Powered Commit Explorer (APCE) CCRep: Learning code change representations via pre-trained code model and query back,

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:21:34.582229Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T15:21:31.668467Z digest=sha256:6ec2e28a428b74d64f6db1664ae50ff143cd6d06aba1b4df4d78e9516362665a

Observation fe013527-de8c-4718-b2bb-22b85732b7cf · outbound

This paper cites Chatting with ai: Deciphering developer conversations with chatgpt,.

AI-Powered Commit Explorer (APCE) Chatting with ai: Deciphering developer conversations with chatgpt,

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:21:34.381963Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T15:21:31.746855Z digest=sha256:d1d39dd00b7f9e1eaf61947c9215adda379c580e2737123d3f390f9191af21c9

Observation 8a838c78-f4a7-4423-bf0d-f7b20a3eb448 · outbound

This paper cites Reassessing automatic evaluation metrics for code summarization tasks,.

AI-Powered Commit Explorer (APCE) Reassessing automatic evaluation metrics for code summarization tasks,

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:21:34.222191Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T15:21:31.805740Z digest=sha256:9642033347f0d569e49a727cb37ce30ca35b3ebdf88945da79ebb05900271206

Observation 04112eb2-bcd9-4c82-8454-e01072a5f0e5 · outbound

This paper cites Breaking the silence: the threats of using llms in software engineering,.

AI-Powered Commit Explorer (APCE) Breaking the silence: the threats of using llms in software engineering,

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:21:34.085793Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T15:21:31.877513Z digest=sha256:113d963348f2a39fc5daa58547eff5bdd5ba72925b405573ba550ad4cdb64c7a

Observation 277f4d34-ee07-4d93-872f-035527012b70 · outbound

This paper cites Creating uml class diagrams with general-purpose llms,.

AI-Powered Commit Explorer (APCE) Creating uml class diagrams with general-purpose llms,

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:21:33.930771Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T15:21:31.964190Z digest=sha256:3326a327b67a46dbe888eba022fbf81026fa1217b7ad8d47a9dadd1ef1f9dd91

Observation fa255da9-2be1-4671-8da5-9ba76d0deca8 · outbound

This paper cites A large-scale empirical study of commit message genera- tion: models, datasets and evaluation,.

AI-Powered Commit Explorer (APCE) A large-scale empirical study of commit message genera- tion: models, datasets and evaluation,

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:21:33.743043Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T15:21:32.039860Z digest=sha256:72cb06073a0a92ad7db83898e34207c492ac27e69891204d1d1867acc9f55f6b

Observation c31014cb-8f5c-4e37-985c-e956fc906b82 · outbound

This paper cites What makes a good commit message?.

AI-Powered Commit Explorer (APCE) What makes a good commit message?

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:21:33.595700Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T15:21:32.100079Z digest=sha256:2f10227339b9e52c57e937a6ae0a341affa737a020cd5efbbcab0d4dd4c87edb

Observation 937b265a-36a8-4f0c-92dc-5b88a48a9e93 · outbound

This paper cites Context-aware retrieval-based deep commit message generation,.

AI-Powered Commit Explorer (APCE) Context-aware retrieval-based deep commit message generation,

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:21:33.439308Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T15:21:32.195131Z digest=sha256:ed91b2b1a98084a1f65c555e5d7246999762588805269be62cf7271004c004b7

Observation d6921e60-5455-4f9a-9f15-0b219724d908 · outbound

This paper cites A Prompt Pattern Catalog to Enhance Prompt Engineering with ChatGPT.

AI-Powered Commit Explorer (APCE) A Prompt Pattern Catalog to Enhance Prompt Engineering with ChatGPT

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-06T15:21:32.265528Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:21:32.265528Z digest=sha256:68f32959ae428e123693958437dc01a85df19f1cdb51e19c5da471a18d5e5fa1

Observation 6d843c07-91d6-4c7c-957c-305b59372144 · outbound

This paper cites Commit message generation for source code changes,.

AI-Powered Commit Explorer (APCE) Commit message generation for source code changes,

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:21:33.269851Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T15:21:32.361003Z digest=sha256:d81d27b6344b64c620cd1f2bfe1c997db1dc057f607e8a2680bfec7d156b0cb2

Observation 58b678a3-41cd-4491-9145-c45e3a8bf41e · outbound

This paper cites Automated commit message generation with large language models: An empirical study and beyond,.

AI-Powered Commit Explorer (APCE) Automated commit message generation with large language models: An empirical study and beyond,

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:21:33.123807Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T15:21:32.428491Z digest=sha256:6d3862ba1b116ebca13e081f3a9473eadd7553750475fd054366e743e8393255

Observation f89b543d-6294-47f2-af7e-53103df62e1d · outbound

This paper cites Using large language models for commit message generation: A preliminary study,.

AI-Powered Commit Explorer (APCE) Using large language models for commit message generation: A preliminary study,

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:21:32.959115Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T15:21:32.514351Z digest=sha256:db669a5ce6b73b10f60585d919ec3726047e16c91fc6824c8d43935fec4ade07

Observation 4623ac95-925b-408a-8f5f-f5ec2349c330 · outbound

This paper cites Automatic commit message generation: A critical review and directions for future work,.

AI-Powered Commit Explorer (APCE) Automatic commit message generation: A critical review and directions for future work,

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:21:32.734263Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T15:21:32.573382Z digest=sha256:23f92d08f3e1dcb510b24e84e7ddaaa18bd64c2288325a3e880be7aed8fcf54c

Pith citing papers

No inbound Pith citation observations are available.