Pith. sign in

Paper Citation Record · LEDGER

CodeHalu: Investigating Code Hallucinations in LLMs via Execution-based Verification

As of 12 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 7 inbound Pith citation observations for arXiv:2405.00253.

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

pith.paper-citation-record.v1
2405.00253 v4

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 7 of 7 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 7 of 7 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-10T21:26:20.513365Z

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

4
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 41449508-abe7-4396-807c-5a7aa19aaa40 · inbound

HaVen: Hallucination-Mitigated LLM for Verilog Code Generation Aligned with HDL Engineers cites this paper.

HaVen: Hallucination-Mitigated LLM for Verilog Code Generation Aligned with HDL Engineers CodeHalu: Investigating Code Hallucinations in LLMs via Execution-based Verification

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-10T21:26:20.513365Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:26:20.513365Z digest=sha256:93da76e0264bc0c123bcafb70ce190a580fb974a7d938415d51af143599396ae

Observation 306b5856-5d08-42fe-9795-c877e6fb19f4 · inbound

Paradigm-Based Automatic HDL Code Generation Using LLMs cites this paper.

Paradigm-Based Automatic HDL Code Generation Using LLMs CodeHalu: Investigating Code Hallucinations in LLMs via Execution-based Verification

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-10T16:56:24.926034Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T16:56:24.926034Z digest=sha256:1dc77226ac96e7e6e2dd7350bdf7a1ea0e59989cef9e17ddf1d5d0b8819d7f44

Observation 0e1c18a1-f347-44eb-baa9-ea7c69918342 · 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 CodeHalu: Investigating Code Hallucinations in LLMs via Execution-based Verification

Reference 63

Resolution
verified exact
arxiv_id, observed 2026-05-21T22:34:24.517202Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-05-21T22:31:20.358758Z digest=sha256:2002ea15ec6637571fa67c3b746a37aa0818471ed37ce79ada95e3e0b8d78755

Observation e27b3479-40fa-48e7-9359-f7e804f0e0af · inbound

Bridging Generation and Training: A Systematic Review of Quality Issues in LLMs for Code cites this paper.

Bridging Generation and Training: A Systematic Review of Quality Issues in LLMs for Code CodeHalu: Investigating Code Hallucinations in LLMs via Execution-based Verification

Reference 119

Resolution
verified exact
arxiv_id, observed 2026-05-11T17:26:04.417807Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-08T17:37:51.790000Z digest=sha256:0b923d917a5ef64790eec9047b4085da957def57dcd7477b45cc28339a705979

Observation fa7f1713-63a2-4357-8cc0-716c9143503e · inbound

Functional Entropy: Predicting Functional Correctness in LLM-Generated Code with Uncertainty Quantification cites this paper.

Functional Entropy: Predicting Functional Correctness in LLM-Generated Code with Uncertainty Quantification CodeHalu: Investigating Code Hallucinations in LLMs via Execution-based Verification

Reference 27

Resolution
metadata mismatch
arxiv_id, observed 2026-06-29T13:23:27.696738Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-06-29T13:23:01.482449Z digest=sha256:d5d77bbcc8de2bc3e8a40c79d89492349c1ef000e8761bbc506dcb40cb28b375

Observation b98d9ee7-9f0b-463d-98e8-f0d96f958388 · inbound

LibEvoBench: Probing Temporal Knowledge Stratification in Code Generation Models cites this paper.

LibEvoBench: Probing Temporal Knowledge Stratification in Code Generation Models CodeHalu: Investigating Code Hallucinations in LLMs via Execution-based Verification

Reference 16

Resolution
verified exact
arxiv_id, observed 2026-07-04T20:10:07.641949Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-06-25T20:38:40.331343Z digest=sha256:ee27c9d950571a336dc0dfb5ffd03449dd3a9bbe4b39abc8337b6c2f2589891d

Observation 637dd540-8490-49f1-801d-4e01b97d3d42 · inbound

LibEvoBench: Probing Temporal Knowledge Stratification in Code Generation Models cites this paper.

LibEvoBench: Probing Temporal Knowledge Stratification in Code Generation Models CodeHalu: Investigating Code Hallucinations in LLMs via Execution-based Verification

Reference 41

Resolution
metadata mismatch
arxiv_id, observed 2026-06-25T21:18:24.598031Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-06-25T20:38:40.331343Z digest=sha256:fc634ab8a45acf41494f9562880b2fb3f8c546bd0899738c3a4a9f171e18360b