Paper Citation Record · LEDGER

LLM-Driven Collaborative Model for Untangling Commits via Explicit and Implicit Dependency Reasoning

As of 7 August 2026, this Paper Citation Record lists 51 of 51 outbound references and 0 inbound Pith citation observations for arXiv:2507.16395.

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

pith.paper-citation-record.v1
2507.16395 v3

Coverage vector

measured 51 of 51 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T15:17:59.515826Z

measured 51 of 51 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

51 of 51 outbound references displayed

verified exact0
verified fuzzy0
unresolved51
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 09699f66-3a1c-4227-a9a9-8510567895f1 · outbound

This paper cites an unresolved cited work.

LLM-Driven Collaborative Model for Untangling Commits via Explicit and Implicit Dependency Reasoning Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:18:00.239048Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d26208c8-8650-4763-a873-b2f44e8efcd4 · outbound

This paper cites an unresolved cited work.

LLM-Driven Collaborative Model for Untangling Commits via Explicit and Implicit Dependency Reasoning Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:18:00.221316Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 5d2e2184-a82a-49fa-8f7d-afc45c15a6fb · outbound

This paper cites an unresolved cited work.

LLM-Driven Collaborative Model for Untangling Commits via Explicit and Implicit Dependency Reasoning Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:18:00.207206Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e3e1ba08-ef3a-4875-839c-4b8a138c199f · outbound

This paper cites an unresolved cited work.

LLM-Driven Collaborative Model for Untangling Commits via Explicit and Implicit Dependency Reasoning Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:18:00.193731Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b661adfe-3bf5-43ab-a6ac-fa387d1d154a · outbound

This paper cites an unresolved cited work.

LLM-Driven Collaborative Model for Untangling Commits via Explicit and Implicit Dependency Reasoning Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:18:00.176465Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3e90e66c-24df-4aed-b655-1d183e3b650f · outbound

This paper cites an unresolved cited work.

LLM-Driven Collaborative Model for Untangling Commits via Explicit and Implicit Dependency Reasoning Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T15:17:59.338469Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bfb1c8fc-223d-4908-a476-e02e5429bd95 · outbound

This paper cites an unresolved cited work.

LLM-Driven Collaborative Model for Untangling Commits via Explicit and Implicit Dependency Reasoning Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:18:00.148723Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 94cdb746-f0f7-4735-8faa-528d2022a20c · outbound

This paper cites an unresolved cited work.

LLM-Driven Collaborative Model for Untangling Commits via Explicit and Implicit Dependency Reasoning Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:18:00.131872Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4d58d836-13c1-4af5-b0d3-d7d850f8b4b0 · outbound

This paper cites an unresolved cited work.

LLM-Driven Collaborative Model for Untangling Commits via Explicit and Implicit Dependency Reasoning Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:18:00.117807Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 9cc66956-cc7f-42da-96c4-2310dbfeb6b6 · outbound

This paper cites an unresolved cited work.

LLM-Driven Collaborative Model for Untangling Commits via Explicit and Implicit Dependency Reasoning Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:18:00.103803Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f5a0f20c-0038-44d5-abab-ed5fc9657420 · outbound

This paper cites an unresolved cited work.

LLM-Driven Collaborative Model for Untangling Commits via Explicit and Implicit Dependency Reasoning Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:18:00.089583Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation de6386ce-4393-4a50-b9a9-98f8e0742001 · outbound

This paper cites an unresolved cited work.

LLM-Driven Collaborative Model for Untangling Commits via Explicit and Implicit Dependency Reasoning Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:18:00.072857Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 566b4e25-3cc9-456e-a39a-554a1b0e44a2 · outbound

This paper cites an unresolved cited work.

LLM-Driven Collaborative Model for Untangling Commits via Explicit and Implicit Dependency Reasoning Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T15:17:59.365235Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c1c137e0-48ae-4e57-8150-e91f9e901be5 · outbound

This paper cites an unresolved cited work.

LLM-Driven Collaborative Model for Untangling Commits via Explicit and Implicit Dependency Reasoning Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:18:00.045398Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e16789a1-9e22-4db1-bf14-704255b5acfb · outbound

This paper cites an unresolved cited work.

LLM-Driven Collaborative Model for Untangling Commits via Explicit and Implicit Dependency Reasoning Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:18:00.018090Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7de1ce9e-ea26-4725-bb22-704839b376dc · outbound

This paper cites an unresolved cited work.

LLM-Driven Collaborative Model for Untangling Commits via Explicit and Implicit Dependency Reasoning Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:18:00.001885Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 131b5a69-f1ba-447a-bc3a-6ff6138ac728 · outbound

This paper cites an unresolved cited work.

LLM-Driven Collaborative Model for Untangling Commits via Explicit and Implicit Dependency Reasoning Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T15:17:59.380285Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d788c2ea-fc3b-40fd-8fc7-12d59e7b5b8a · outbound

This paper cites From LLMs to LLM-based Agents for Software Engineering: A Survey of Current, Challenges and Future.

LLM-Driven Collaborative Model for Untangling Commits via Explicit and Implicit Dependency Reasoning From LLMs to LLM-based Agents for Software Engineering: A Survey of Current, Challenges and Future

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T15:17:59.384588Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation af311779-a5ff-46fc-a887-4736dbdf1f24 · outbound

This paper cites an unresolved cited work.

LLM-Driven Collaborative Model for Untangling Commits via Explicit and Implicit Dependency Reasoning Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:17:59.983113Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b1be7acd-d085-4a44-888c-ae21b93bb8b0 · outbound

This paper cites an unresolved cited work.

LLM-Driven Collaborative Model for Untangling Commits via Explicit and Implicit Dependency Reasoning Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:17:59.969227Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 00a1dddd-85a5-430c-9737-d7d7af8cc157 · outbound

This paper cites Semi-Supervised Classification with Graph Convolutional Networks.

LLM-Driven Collaborative Model for Untangling Commits via Explicit and Implicit Dependency Reasoning Semi-Supervised Classification with Graph Convolutional Networks

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T15:17:59.396876Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3a927e48-78c7-422a-b9ae-b4494b758d43 · outbound

This paper cites an unresolved cited work.

LLM-Driven Collaborative Model for Untangling Commits via Explicit and Implicit Dependency Reasoning Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:17:59.956685Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 024812ab-b5c8-4b02-bb10-78b7c04ff58a · outbound

This paper cites an unresolved cited work.

LLM-Driven Collaborative Model for Untangling Commits via Explicit and Implicit Dependency Reasoning Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:17:59.944722Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a657058e-6d12-466b-a10d-72e4d4ecf1ee · outbound

This paper cites an unresolved cited work.

LLM-Driven Collaborative Model for Untangling Commits via Explicit and Implicit Dependency Reasoning Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T15:17:59.408651Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3b1347b6-e94b-48a2-b110-2c836c369a98 · outbound

This paper cites an unresolved cited work.

LLM-Driven Collaborative Model for Untangling Commits via Explicit and Implicit Dependency Reasoning Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:17:59.922456Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 192e93e5-941e-4d8e-a4d7-a59773379d8a · outbound

This paper cites an unresolved cited work.

LLM-Driven Collaborative Model for Untangling Commits via Explicit and Implicit Dependency Reasoning Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:17:59.909481Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 9cc0cb9c-3961-4e3a-890b-0a195a02a022 · outbound

This paper cites Gated Graph Sequence Neural Networks.

LLM-Driven Collaborative Model for Untangling Commits via Explicit and Implicit Dependency Reasoning Gated Graph Sequence Neural Networks

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-06T15:17:59.420053Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c2ece4b3-5bcc-4257-8969-24a3c6ea7dba · outbound

This paper cites an unresolved cited work.

LLM-Driven Collaborative Model for Untangling Commits via Explicit and Implicit Dependency Reasoning Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:17:59.895145Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d72dc8e0-eb7a-407e-94d2-3bb526526de1 · outbound

This paper cites DeepSeek-V3 Technical Report.

LLM-Driven Collaborative Model for Untangling Commits via Explicit and Implicit Dependency Reasoning DeepSeek-V3 Technical Report

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-06T15:17:59.429243Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1f1ded49-a78c-4193-9e80-8b1e98a571cf · outbound

This paper cites Large Language Model-Based Agents for Software Engineering: A Survey.

LLM-Driven Collaborative Model for Untangling Commits via Explicit and Implicit Dependency Reasoning Large Language Model-Based Agents for Software Engineering: A Survey

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-06T15:17:59.435148Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d3494f47-fcdb-426d-b184-b734d97d3772 · outbound

This paper cites an unresolved cited work.

LLM-Driven Collaborative Model for Untangling Commits via Explicit and Implicit Dependency Reasoning Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:17:59.880692Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation db5c07f4-1805-468d-b343-a12ef67dbb22 · outbound

This paper cites an unresolved cited work.

LLM-Driven Collaborative Model for Untangling Commits via Explicit and Implicit Dependency Reasoning Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:17:59.868491Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 9c192aaf-98b9-4abc-a0cb-f8d61987ee3c · outbound

This paper cites an unresolved cited work.

LLM-Driven Collaborative Model for Untangling Commits via Explicit and Implicit Dependency Reasoning Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:17:59.853044Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7f62f232-9856-40d0-b89e-758a6dd475a0 · outbound

This paper cites an unresolved cited work.

LLM-Driven Collaborative Model for Untangling Commits via Explicit and Implicit Dependency Reasoning Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:17:59.832899Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e0d21b8b-32eb-4b5b-9102-67c0a3508da7 · outbound

This paper cites an unresolved cited work.

LLM-Driven Collaborative Model for Untangling Commits via Explicit and Implicit Dependency Reasoning Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:17:59.816421Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7ed4b4b3-de72-44bb-b980-bd6f159144fc · outbound

This paper cites an unresolved cited work.

LLM-Driven Collaborative Model for Untangling Commits via Explicit and Implicit Dependency Reasoning Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:17:59.803340Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b7b30370-d613-4fbc-b566-48b85c1e9831 · outbound

This paper cites an unresolved cited work.

LLM-Driven Collaborative Model for Untangling Commits via Explicit and Implicit Dependency Reasoning Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:17:59.790095Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 9499cbc6-982d-49cf-a613-bd50a2277dea · outbound

This paper cites an unresolved cited work.

LLM-Driven Collaborative Model for Untangling Commits via Explicit and Implicit Dependency Reasoning Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:17:59.775953Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c4047a48-1aa1-4670-ac6d-3ec1b897857e · outbound

This paper cites MedAgents: Large Language Models as Collaborators for Zero-shot Medical Reasoning.

LLM-Driven Collaborative Model for Untangling Commits via Explicit and Implicit Dependency Reasoning MedAgents: Large Language Models as Collaborators for Zero-shot Medical Reasoning

Reference 39

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3be01b17-f8b1-4f6f-baa6-e1dfc0357190 · outbound

This paper cites an unresolved cited work.

LLM-Driven Collaborative Model for Untangling Commits via Explicit and Implicit Dependency Reasoning Unresolved cited work

Reference 40

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2cd84217-ff26-40c3-ac49-581a9ecd76b5 · outbound

This paper cites an unresolved cited work.

LLM-Driven Collaborative Model for Untangling Commits via Explicit and Implicit Dependency Reasoning Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:17:59.744331Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a8b502a5-94c1-42d6-956a-88044222aa90 · outbound

This paper cites an unresolved cited work.

LLM-Driven Collaborative Model for Untangling Commits via Explicit and Implicit Dependency Reasoning Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:17:59.726675Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 854ce101-135f-40ce-b96e-2588e971fc7e · outbound

This paper cites an unresolved cited work.

LLM-Driven Collaborative Model for Untangling Commits via Explicit and Implicit Dependency Reasoning Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:17:59.709034Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c2a07377-eec7-4b3b-a874-52a5046e359e · outbound

This paper cites an unresolved cited work.

LLM-Driven Collaborative Model for Untangling Commits via Explicit and Implicit Dependency Reasoning Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:17:59.693949Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f54fcf69-b9ab-4e40-bcca-059ea3ff37aa · outbound

This paper cites an unresolved cited work.

LLM-Driven Collaborative Model for Untangling Commits via Explicit and Implicit Dependency Reasoning Unresolved cited work

Reference 45

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:17:59.681100Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d9ec0ae4-770b-466c-9b35-1810745de1b1 · outbound

This paper cites How Powerful are Graph Neural Networks?.

LLM-Driven Collaborative Model for Untangling Commits via Explicit and Implicit Dependency Reasoning How Powerful are Graph Neural Networks?

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-06T15:17:59.497098Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 537d72bd-7245-49b8-85d2-a7ac112cf629 · outbound

This paper cites an unresolved cited work.

LLM-Driven Collaborative Model for Untangling Commits via Explicit and Implicit Dependency Reasoning Unresolved cited work

Reference 47

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:17:59.666594Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b1c7c5a3-1937-4db4-9b49-b1ff8b98cad4 · outbound

This paper cites an unresolved cited work.

LLM-Driven Collaborative Model for Untangling Commits via Explicit and Implicit Dependency Reasoning Unresolved cited work

Reference 48

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:17:59.654286Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4cfd850c-648e-47bd-b4eb-f8547308e3b6 · outbound

This paper cites an unresolved cited work.

LLM-Driven Collaborative Model for Untangling Commits via Explicit and Implicit Dependency Reasoning Unresolved cited work

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-06T15:17:59.507981Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c2e9ac24-965f-463d-97b7-6ab172208fa1 · outbound

This paper cites an unresolved cited work.

LLM-Driven Collaborative Model for Untangling Commits via Explicit and Implicit Dependency Reasoning Unresolved cited work

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-06T15:17:59.511826Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cdb44244-b850-4116-bf37-b4eff6972e58 · outbound

This paper cites an unresolved cited work.

LLM-Driven Collaborative Model for Untangling Commits via Explicit and Implicit Dependency Reasoning Unresolved cited work

Reference 51

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:17:59.627872Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Pith citing papers

No inbound Pith citation observations are available.