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Paper Citation Record · LEDGER

AIGCodeSet: A New Annotated Dataset for AI Generated Code Detection

As of 15 August 2026, this Paper Citation Record lists 21 of 21 outbound references and 2 inbound Pith citation observations for arXiv:2412.16594.

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

pith.paper-citation-record.v1
2412.16594 v3

Coverage vector

measured 21 of 21 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T10:29:39.023736Z

measured 23 of 23 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 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:54:47.550790Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-07T06:04:31.001384Z

Reference resolution

21 of 21 outbound references displayed

  • verified exact1
  • verified fuzzy0
  • unresolved20
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation aba311c9-2f5d-417d-a8e1-9791e09d2689 · outbound

This paper cites online" 'onlinestring :=.

AIGCodeSet: A New Annotated Dataset for AI Generated Code Detection online" 'onlinestring :=

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-11T10:29:38.916747Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T10:29:38.916747Z digest=sha256:6744ecf4636350a134cd1ee78bf9294827a65530cc20a3294e44688ede1c784b

Observation 0bc27705-02a0-4058-8f3c-a08e4b24f9b0 · outbound

This paper cites write newline.

AIGCodeSet: A New Annotated Dataset for AI Generated Code Detection write newline

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-11T10:29:38.922125Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T10:29:38.922125Z digest=sha256:fddf3346a6a067749e945e0f03e62b080754435be2fb8106d8a18599ad62fb0f

Observation 3d41d5e4-25c9-444a-b385-7d5e361e4052 · outbound

This paper cites an unresolved cited work.

AIGCodeSet: A New Annotated Dataset for AI Generated Code Detection Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-11T10:29:39.581662Z

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.

source=arxiv_source observed=2026-08-11T10:29:38.927215Z digest=sha256:54eadbe178b4c975e56bb8b69b880e84e442b5c3f4c3ba83748006fd5726f3d9

Observation 6b1f0aa5-5402-4ffc-99ad-18dfa3f80511 · outbound

This paper cites an unresolved cited work.

AIGCodeSet: A New Annotated Dataset for AI Generated Code Detection Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-11T10:29:39.566661Z

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.

source=arxiv_source observed=2026-08-11T10:29:38.932584Z digest=sha256:0770b714b6d5506a3001f78565c038bde788949873640052a13d2d5b55d0b107

Observation 9e205a00-1141-4a84-896b-70e018224b7c · outbound

This paper cites an unresolved cited work.

AIGCodeSet: A New Annotated Dataset for AI Generated Code Detection Unresolved cited work

Reference 5

Resolution
verified exact
raw_fallback, observed 2026-08-11T10:29:39.407640Z

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.

source=arxiv_source observed=2026-08-11T10:29:38.938425Z digest=sha256:35a86c051c27e00e77ac14b745f97a79e3504f0396133638c093fe36d271a300

Observation 08599c54-80fa-4019-b564-a9bc6e0fbf0e · outbound

This paper cites an unresolved cited work.

AIGCodeSet: A New Annotated Dataset for AI Generated Code Detection Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-11T10:29:39.551367Z

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.

source=arxiv_source observed=2026-08-11T10:29:38.943665Z digest=sha256:9a7a0bd3ad730a4f95c79d3b01e407207c26b28d669ea34ab9bb017649338f4a

Observation 69f68f58-8998-4c67-b032-71288141d06f · outbound

This paper cites an unresolved cited work.

AIGCodeSet: A New Annotated Dataset for AI Generated Code Detection Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-11T10:29:39.537202Z

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.

source=arxiv_source observed=2026-08-11T10:29:38.948609Z digest=sha256:6cdf2308626f58cb4fe8a42a20a7fdda1dfc7db9ca8f70b6252344666ff65bd9

Observation c64107ee-66ba-47e5-a660-485f46385230 · outbound

This paper cites an unresolved cited work.

AIGCodeSet: A New Annotated Dataset for AI Generated Code Detection Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-11T10:29:39.520813Z

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.

source=arxiv_source observed=2026-08-11T10:29:38.953516Z digest=sha256:a4cfa9f7bd1381648bf3f8d1553b2ae8faab50c5bd066c3bc3c86e915ee222b1

Observation 599418da-9963-4b9c-89fd-a1403cd3f7d9 · outbound

This paper cites an unresolved cited work.

AIGCodeSet: A New Annotated Dataset for AI Generated Code Detection Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-11T10:29:39.505342Z

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.

source=arxiv_source observed=2026-08-11T10:29:38.959662Z digest=sha256:1509639a28aed10ac7279de89311eb07d21a7fe69e6a66d7af73c4fdc9524f8f

Observation 1924b810-33a5-450f-8ca3-d7a01a0264cd · outbound

This paper cites an unresolved cited work.

AIGCodeSet: A New Annotated Dataset for AI Generated Code Detection Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-11T10:29:39.490106Z

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.

source=arxiv_source observed=2026-08-11T10:29:38.965136Z digest=sha256:c315b9301cc3784eb1839226c4f59a3c9292c69ca6b580e5fd2840c480d1b6aa

Observation 935c3b48-543d-402d-8995-c1fadae94e10 · outbound

This paper cites Code Llama: Open Foundation Models for Code.

AIGCodeSet: A New Annotated Dataset for AI Generated Code Detection Code Llama: Open Foundation Models for Code

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-11T10:29:38.970844Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T10:29:38.970844Z digest=sha256:619773e5f79686a0195cd701c5f797270fb9479142ca6e9de30efdf64f18714d

Observation a6f7c66f-025f-4916-b0c9-49ad134a93dc · outbound

This paper cites an unresolved cited work.

AIGCodeSet: A New Annotated Dataset for AI Generated Code Detection Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-11T10:29:39.474945Z

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.

source=arxiv_source observed=2026-08-11T10:29:38.976731Z digest=sha256:b949e030461ecd2db88d5bc3d724fb61723babe98fc39cbee876a2ea4df6a4b9

Observation 95c60bec-9f3d-497b-8920-822c4cdb743e · outbound

This paper cites Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context.

AIGCodeSet: A New Annotated Dataset for AI Generated Code Detection Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-11T10:29:38.982675Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T10:29:38.982675Z digest=sha256:3790bb3f82c254fe41e32724acb199b1cb031d0b7fc9a7ca3f02872a8c98e29c

Observation 5ee4dbcc-d9b7-458f-af85-21b1353ef6ad · outbound

This paper cites an unresolved cited work.

AIGCodeSet: A New Annotated Dataset for AI Generated Code Detection Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-11T10:29:39.459587Z

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.

source=arxiv_source observed=2026-08-11T10:29:38.988081Z digest=sha256:5c5fcd1d8f144e8416b4008e38fecef4f5ba07ec9094d611cd303a5e0fd1826c

Observation ed1ff3a8-a32d-416c-a17b-4c9f8a1583b3 · outbound

This paper cites Evaluating AIGC Detectors on Code Content.

AIGCodeSet: A New Annotated Dataset for AI Generated Code Detection Evaluating AIGC Detectors on Code Content

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-11T10:29:38.992515Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T10:29:38.992515Z digest=sha256:64f772dddaa95978f85844de4bf1b337b2f1452fb93492fa2df51c102e922329

Observation 1df7a2a7-bf41-4338-9f91-ef3f32f630a0 · outbound

This paper cites Is Your AI-Generated Code Really Safe? Evaluating Large Language Models on Secure Code Generation with CodeSecEval.

AIGCodeSet: A New Annotated Dataset for AI Generated Code Detection Is Your AI-Generated Code Really Safe? Evaluating Large Language Models on Secure Code Generation with CodeSecEval

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-11T10:29:38.997595Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T10:29:38.997595Z digest=sha256:8bdebd36516b7162e809aa0a08fa416c1e6c5360e529d7f808bcbb1c5d502979

Observation 65cd5635-1c30-40b4-97bf-726d34195a6b · outbound

This paper cites an unresolved cited work.

AIGCodeSet: A New Annotated Dataset for AI Generated Code Detection Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-11T10:29:39.442924Z

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.

source=arxiv_source observed=2026-08-11T10:29:39.002613Z digest=sha256:255a00defdd1eb183ce6781be5d87c90dd5ee69bd91765f729515a9b5b813695

Observation 4ff31143-3c26-4ed0-beb9-8800f89d8300 · outbound

This paper cites CodeVision: Detecting LLM-Generated Code Using 2D Token Probability Maps and Vision Models.

AIGCodeSet: A New Annotated Dataset for AI Generated Code Detection CodeVision: Detecting LLM-Generated Code Using 2D Token Probability Maps and Vision Models

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-11T10:29:39.007275Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T10:29:39.007275Z digest=sha256:b0798bd18afeb8b536a61f8dad09372eab564c2a475f07f9e459a13416fdec96

Observation 931e6c73-25f6-45c1-88a7-8fe07ac2a905 · outbound

This paper cites @esa (Ref.

AIGCodeSet: A New Annotated Dataset for AI Generated Code Detection @esa (Ref

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-11T10:29:39.013252Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T10:29:39.013252Z digest=sha256:7cc0776a6f76100c5581606e9223ace6e0d6333ee05374aa6b4e0895b3cc524a

Observation 6db87ff4-b3c1-48c8-bab1-85f9d19c378b · outbound

This paper cites an unresolved cited work.

AIGCodeSet: A New Annotated Dataset for AI Generated Code Detection Unresolved cited work

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-11T10:29:39.018671Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T10:29:39.018671Z digest=sha256:f8112a1fbbc9c16c0aa7d022a977b6d72a446d34f72be57baf69e8fb98e8cc86

Observation 407637ff-911a-48a3-a01e-08a5cee94f1c · outbound

This paper cites WZ5Zyz ; <8 F^zŋM<yI_d H`=.

AIGCodeSet: A New Annotated Dataset for AI Generated Code Detection WZ5Zyz ; <8 F^zŋM<yI_d H`=

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-11T10:29:39.023736Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T10:29:39.023736Z digest=sha256:3bf2af516018b7799a8a091fe7a6e16e60b2d169a2a58ba5fa4293750e3324c6

Pith citing papers

Observation b56d17bf-0820-4c14-b634-a8c9470d7210 · inbound

Zero-Shot Detection of LLM-Generated Code via Approximated Task Conditioning cites this paper.

Zero-Shot Detection of LLM-Generated Code via Approximated Task Conditioning AIGCodeSet: A New Annotated Dataset for AI Generated Code Detection

Reference 9

Resolution
metadata mismatch
local_arxiv, observed 2026-08-07T06:04:31.127082Z

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.

source=pdf_text observed=2026-08-07T06:04:23.045443Z digest=sha256:08577e500e05deec15c8566ffb1105982cb31d77bd2e13db443d78f2f359a64b

Observation 9338dc5a-b143-4bc3-821b-57e1450a2458 · inbound

CodeMirage: A Multi-Lingual Benchmark for Detecting AI-Generated and Paraphrased Source Code from Production-Level LLMs cites this paper.

CodeMirage: A Multi-Lingual Benchmark for Detecting AI-Generated and Paraphrased Source Code from Production-Level LLMs AIGCodeSet: A New Annotated Dataset for AI Generated Code Detection

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-07T13:54:47.550790Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:54:47.550790Z digest=sha256:c4826e2032db41ed1b350ac0a1cd864d5d61225a016f818c1b8ec72912a924be