Pith. sign in

Paper Citation Record · LEDGER

Studying How Configurations Impact Code Generation in LLMs: the Case of ChatGPT

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 9 inbound Pith citation observations for arXiv:2502.17450.

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

pith.paper-citation-record.v1
2502.17450 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 9 of 9 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 9 of 9 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T18:56:33.898465Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 196fddc8-265a-466d-b5a2-60794d4a4c21 · inbound

A Study of LLMs' Preferences for Libraries and Programming Languages cites this paper.

A Study of LLMs' Preferences for Libraries and Programming Languages Studying How Configurations Impact Code Generation in LLMs: the Case of ChatGPT

Reference 17

Resolution
verified exact
arxiv_id, observed 2026-05-22T22:55:12.186267Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-22T22:53:16.951417Z digest=sha256:03dc743f583b2333dec6c34fe5fcfdde8c57a315d304693ec1ed175840a76b8d

Observation f200ecae-5df6-45ec-a267-4c7052fe9f11 · inbound

Library Hallucinations in LLM-Generated Code: A Risk Analysis Grounded in Developer Queries cites this paper.

Library Hallucinations in LLM-Generated Code: A Risk Analysis Grounded in Developer Queries Studying How Configurations Impact Code Generation in LLMs: the Case of ChatGPT

Reference 12

Resolution
verified exact
arxiv_id, observed 2026-05-21T22:34:23.701950Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-05-21T22:31:20.358758Z digest=sha256:a64c87b196639f9ba8d1b0fa169133ce64e9a20b76298be562d4caff55813a11

Observation 8863edf8-542c-4f66-8b79-1e08a2cb68ad · inbound

Context-Guided Decompilation: A Step Towards Re-executability cites this paper.

Context-Guided Decompilation: A Step Towards Re-executability Studying How Configurations Impact Code Generation in LLMs: the Case of ChatGPT

Reference 15

Resolution
verified exact
arxiv_id, observed 2026-05-18T01:35:36.440363Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-18T01:33:54.870931Z digest=sha256:40e8ffc55dcff5c60655d7862051bf7375e36675019dee498278e67ca190dc72

Observation c0a5cddf-b0f7-4703-a5f4-187656e6e74d · inbound

A Causal Perspective on Measuring, Explaining and Mitigating Smells in LLM-Generated Code cites this paper.

A Causal Perspective on Measuring, Explaining and Mitigating Smells in LLM-Generated Code Studying How Configurations Impact Code Generation in LLMs: the Case of ChatGPT

Reference 2025

Resolution
unresolved
no resolver link, observed 2026-08-04T06:49:06.377877Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T06:49:06.377877Z digest=sha256:272c16b0a57db8b428c9e9ae34298e6878161609d2389f4bc87c5b47deb03caf

Observation 4226123d-9f10-4999-90a7-17c4cfbabb76 · inbound

Dataset-Level Metrics Attenuate Non-Determinism: A Fine-Grained Non-Determinism Evaluation in Diffusion Language Models cites this paper.

Dataset-Level Metrics Attenuate Non-Determinism: A Fine-Grained Non-Determinism Evaluation in Diffusion Language Models Studying How Configurations Impact Code Generation in LLMs: the Case of ChatGPT

Reference 9

Resolution
verified exact
arxiv_id, observed 2026-05-10T13:35:26.443083Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-10T13:31:46.940449Z digest=sha256:c4449435e6a05acb27b339be0f6f5d7ae0af40ddb64c9300ac5b0a2bb30dcb92

Observation b0f16067-7348-4102-ae33-3b856e147c7f · inbound

DF3DV-1K: A Large-Scale Dataset and Benchmark for Distractor-Free Novel View Synthesis cites this paper.

DF3DV-1K: A Large-Scale Dataset and Benchmark for Distractor-Free Novel View Synthesis Studying How Configurations Impact Code Generation in LLMs: the Case of ChatGPT

Reference 9

Resolution
unresolved
no resolver link, observed 2026-07-12T20:50:53.567415Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T20:50:53.567415Z digest=sha256:ef477a081b368edb37fe88eba737b6d6e21af9d0c6168431372b5b3d9ca1a98d

Observation dfc7275f-03c9-4576-a8c0-d1a9724cf640 · inbound

The Illusion of Safety: Multi-Tier Verification of AI vs. Human C++ Code cites this paper.

The Illusion of Safety: Multi-Tier Verification of AI vs. Human C++ Code Studying How Configurations Impact Code Generation in LLMs: the Case of ChatGPT

Reference 42

Resolution
unresolved
no resolver link, observed 2026-07-12T09:44:42.646014Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T09:44:42.646014Z digest=sha256:cc2cd79d67c3be007bbe91f935f43ebc1ac675754237e419ae3b62a794815563

Observation b037181c-4fab-43c6-9882-6746b42de7fd · inbound

The Illusion of Safety: Multi-Tier Verification of AI vs. Human C++ Code cites this paper.

The Illusion of Safety: Multi-Tier Verification of AI vs. Human C++ Code Studying How Configurations Impact Code Generation in LLMs: the Case of ChatGPT

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-04T04:38:08.200644Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T04:38:08.200644Z digest=sha256:d818f00c35a7841a8cde1626430351bae892f5ec083aafbbe9093db7ba011d7e

Observation 70749ecc-f40e-4a18-bc8b-f8c3491436c7 · inbound

LangChoiceBench: Measuring and Explaining Programming-Language Choice in LLMs cites this paper.

LangChoiceBench: Measuring and Explaining Programming-Language Choice in LLMs Studying How Configurations Impact Code Generation in LLMs: the Case of ChatGPT

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-07T18:56:33.898465Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T18:56:33.898465Z digest=sha256:6ef5082f8f4006efe74709d6bbcaa71a4ea1c5c8c2f9237337f43c08eef75a42