Paper Citation Record · LEDGER

Investigating Training Data Detection in AI Coders

As of 7 August 2026, this Paper Citation Record lists 33 of 33 outbound references and 1 inbound Pith citation observation for arXiv:2507.17389.

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

pith.paper-citation-record.v1
2507.17389 v1

Coverage vector

measured 33 of 33 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T14:51:53.845119Z

measured 34 of 34 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-10T02:11:19.672753Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-11T13:11:21.271928Z

Reference resolution

33 of 33 outbound references displayed

verified exact2
verified fuzzy1
unresolved29
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f6a24efa-1ea7-43df-a269-441e5ebc5dd1 · outbound

This paper cites Our Website.

Investigating Training Data Detection in AI Coders Our Website

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:51:54.479939Z

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 c73661f8-9c62-4e94-bcc6-3b6976bca2fa · outbound

This paper cites an unresolved cited work.

Investigating Training Data Detection in AI Coders Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:51:54.470730Z

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 4d9c0795-f1f6-4e8c-9f5c-a5f5e66d4e26 · outbound

This paper cites an unresolved cited work.

Investigating Training Data Detection in AI Coders Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:51:54.461178Z

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 c448c9b9-b6db-42c5-87c6-17eefbc5d2f0 · outbound

This paper cites an unresolved cited work.

Investigating Training Data Detection in AI Coders Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T14:51:53.755745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 37aaf90c-8c02-410e-b8ce-61c6287843ef · outbound

This paper cites CodeBERT: A Pre-Trained Model for Programming and Natural Languages.

Investigating Training Data Detection in AI Coders CodeBERT: A Pre-Trained Model for Programming and Natural Languages

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T14:51:53.759459Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f4fe14c-8d93-4ace-b3db-11a2961bd6cd · outbound

This paper cites DeepSeek-Coder: When the Large Language Model Meets Programming -- The Rise of Code Intelligence.

Investigating Training Data Detection in AI Coders DeepSeek-Coder: When the Large Language Model Meets Programming -- The Rise of Code Intelligence

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T14:51:53.762906Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 810c921e-efe7-4853-9a5f-191cf81cafd4 · outbound

This paper cites an unresolved cited work.

Investigating Training Data Detection in AI Coders Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:51:54.447111Z

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 ede787cc-e818-4db0-be20-9d383381e5f6 · outbound

This paper cites Investigating Data Contamination for Pre-training Language Models.

Investigating Training Data Detection in AI Coders Investigating Data Contamination for Pre-training Language Models

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T14:51:53.769972Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fccd12f1-fb4d-47ae-87c2-54e179faec2c · outbound

This paper cites The Stack: 3 TB of permissively licensed source code.

Investigating Training Data Detection in AI Coders The Stack: 3 TB of permissively licensed source code

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T14:51:53.773724Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a0e8f2d8-3747-44e8-9cc9-cb061543db1d · outbound

This paper cites StarCoder: may the source be with you!.

Investigating Training Data Detection in AI Coders StarCoder: may the source be with you!

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T14:51:53.777247Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b6645eef-b547-47c8-b7ee-2e9e6f2315b6 · outbound

This paper cites an unresolved cited work.

Investigating Training Data Detection in AI Coders Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:51:54.438021Z

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 5033f586-a176-4f67-ab6b-e7c12760a395 · outbound

This paper cites Is Your Code Generated by ChatGPT Really Correct? Rigorous Evaluation of Large Language Models for Code Generation.

Investigating Training Data Detection in AI Coders Is Your Code Generated by ChatGPT Really Correct? Rigorous Evaluation of Large Language Models for Code Generation

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T14:51:53.788650Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 95147091-839a-4949-8508-5ce9011bf053 · outbound

This paper cites Probing Language Models for Pre-training Data Detection.

Investigating Training Data Detection in AI Coders Probing Language Models for Pre-training Data Detection

Reference 13

Resolution: verified exact; local_arxiv, observed 2026-08-06T14:51:54.331327Z

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 8a96d7ea-d638-423b-8293-1801ee533ca7 · outbound

This paper cites an unresolved cited work.

Investigating Training Data Detection in AI Coders Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:51:54.429453Z

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 59fa5440-5692-430b-8751-e1166635ebbd · outbound

This paper cites Membership Inference Attacks against Language Models via Neighbourhood Comparison.

Investigating Training Data Detection in AI Coders Membership Inference Attacks against Language Models via Neighbourhood Comparison

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T14:51:53.798105Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2c80d530-4f68-4340-b50a-80800b5b721a · outbound

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

Investigating Training Data Detection in AI Coders Code Llama: Open Foundation Models for Code

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T14:51:53.801198Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 04eebe5c-2eec-4006-8416-3f67ee1de8c4 · outbound

This paper cites Detecting Pretraining Data from Large Language Models.

Investigating Training Data Detection in AI Coders Detecting Pretraining Data from Large Language Models

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T14:51:53.804502Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ae33e463-189b-4021-b2b5-d7cc6d610b5f · outbound

This paper cites an unresolved cited work.

Investigating Training Data Detection in AI Coders Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:51:54.420931Z

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 c6b115c7-78a4-43a9-8ecc-0b6df4fcc44c · outbound

This paper cites Towards Trustworthy LLMs for Code: A Data-Centric Synergistic Auditing Framework.

Investigating Training Data Detection in AI Coders Towards Trustworthy LLMs for Code: A Data-Centric Synergistic Auditing Framework

Reference 19

Resolution: verified exact; local_arxiv, observed 2026-08-06T14:51:54.281288Z

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 837f54cd-59ec-404c-b565-70e5a1390271 · outbound

This paper cites an unresolved cited work.

Investigating Training Data Detection in AI Coders Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T14:51:53.816548Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 24eaa48e-dd42-48b2-933e-91cf64caf487 · outbound

This paper cites an unresolved cited work.

Investigating Training Data Detection in AI Coders Unresolved cited work

Reference 21

Resolution: malformed identifier; raw_fallback, observed 2026-08-06T14:51:54.176637Z

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 008b70ac-fbdb-4243-988d-720a4f2dd332 · outbound

This paper cites an unresolved cited work.

Investigating Training Data Detection in AI Coders Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T14:51:53.821665Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 873b7cc3-6e85-486b-92bc-27ca22915f8c · outbound

This paper cites ReCaLL: Membership Inference via Relative Conditional Log-Likelihoods.

Investigating Training Data Detection in AI Coders ReCaLL: Membership Inference via Relative Conditional Log-Likelihoods

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T14:51:53.824160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a356e882-72bc-4a2a-82e4-b9caedb35f36 · outbound

This paper cites ACECode: A Reinforcement Learning Framework for Aligning Code Efficiency and Correctness in Code Language Models.

Investigating Training Data Detection in AI Coders ACECode: A Reinforcement Learning Framework for Aligning Code Efficiency and Correctness in Code Language Models

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T14:51:53.826996Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 63bfba6d-9f5b-4859-9376-67809182c415 · outbound

This paper cites Gotcha! This Model Uses My Code! Evaluating Membership Leakage Risks in Code Models.

Investigating Training Data Detection in AI Coders Gotcha! This Model Uses My Code! Evaluating Membership Leakage Risks in Code Models

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T14:51:53.830175Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b64fef41-badf-4003-9549-7af22b4c00eb · outbound

This paper cites Privacy Risk in Machine Learning: Analyzing the Connection to Overfitting.

Investigating Training Data Detection in AI Coders Privacy Risk in Machine Learning: Analyzing the Connection to Overfitting

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-06T14:51:53.833356Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 93196f24-36f7-4bf2-956d-6d78bc7cbead · outbound

This paper cites an unresolved cited work.

Investigating Training Data Detection in AI Coders Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:51:54.412195Z

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 34c00687-a372-46be-8ae7-bcb5347cb0e3 · outbound

This paper cites Min-K%++: Improved Baseline for Detecting Pre-Training Data from Large Language Models.

Investigating Training Data Detection in AI Coders Min-K%++: Improved Baseline for Detecting Pre-Training Data from Large Language Models

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-06T14:51:53.839169Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0c9fe411-2662-481b-93c3-b9dc6923b109 · outbound

This paper cites an unresolved cited work.

Investigating Training Data Detection in AI Coders Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:51:54.403659Z

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 7fc4b8d2-cf88-4f0a-b520-a16a19c6c187 · outbound

This paper cites Pretraining Data Detection for Large Language Models: A Divergence-based Calibration Method.

Investigating Training Data Detection in AI Coders Pretraining Data Detection for Large Language Models: A Divergence-based Calibration Method

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-06T14:51:53.845119Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 99d9071b-1bed-4162-bcb0-e6a9c06314c5 · outbound

This paper cites Membership Inference Attacks against Machine Learning Models.

Investigating Training Data Detection in AI Coders Membership Inference Attacks against Machine Learning Models

Reference 2017

Resolution: unresolved; no resolver link, observed 2026-08-06T14:51:53.810911Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 46061606-9455-48cf-a707-f6350f14070f · outbound

This paper cites SantaCoder: don't reach for the stars!.

Investigating Training Data Detection in AI Coders SantaCoder: don't reach for the stars!

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-06T14:51:53.749336Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 71476e70-499a-4fa5-87a2-841cdf8965a7 · outbound

This paper cites Purifying Large Language Models by Ensembling a Small Language Model.

Investigating Training Data Detection in AI Coders Purifying Large Language Models by Ensembling a Small Language Model

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-06T14:51:53.784719Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 48071e04-609d-4a73-a225-e755b3a4520a · inbound

CoDA: Towards Effective Cross-domain Knowledge Transfer via CoT-guided Domain Adaptation cites this paper.

CoDA: Towards Effective Cross-domain Knowledge Transfer via CoT-guided Domain Adaptation Investigating Training Data Detection in AI Coders

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-05-11T13:11:21.336531Z

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.