Pith. sign in

Paper Citation Record · LEDGER

The Patchwork Problem in LLM-Generated Code

As of 9 August 2026, this Paper Citation Record lists 28 of 28 outbound references and 0 inbound Pith citation observations for arXiv:2607.08981.

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

pith.paper-citation-record.v1
2607.08981 v1

Coverage vector

measured 28 of 28 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-13T01:16:30.101870Z

measured 28 of 28 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 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

28 of 28 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved28
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 289eacb3-8ed6-4721-831a-d42512911947 · outbound

This paper cites A survey on large language models for code generation,.

The Patchwork Problem in LLM-Generated Code A survey on large language models for code generation,

Reference 1

Resolution
unresolved
no resolver link, observed 2026-07-13T01:16:30.101870Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T01:16:30.101870Z digest=sha256:0a57c72f3b7ed379c58b5818d250169877ef0e8f088d9555acd5bc8f89d1e9d2

Observation 7bd9edad-0ce6-4037-85fd-5295bc488c29 · outbound

This paper cites Evaluating large language models trained on code,.

The Patchwork Problem in LLM-Generated Code Evaluating large language models trained on code,

Reference 2

Resolution
unresolved
no resolver link, observed 2026-07-13T01:16:30.101870Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T01:16:30.101870Z digest=sha256:241f5dd5d0c65f7137b02cd2202ef795485b6861651cd71dfeeec3eb31346c30

Observation 3437f723-f89d-435d-adc7-ced645ffe349 · outbound

This paper cites Competition-level code generation with alphacode,.

The Patchwork Problem in LLM-Generated Code Competition-level code generation with alphacode,

Reference 3

Resolution
unresolved
no resolver link, observed 2026-07-13T01:16:30.101870Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T01:16:30.101870Z digest=sha256:6af32d61792133c0c3bd358de8e568a93f9624489c609031421d60274a3a8ef7

Observation 6050a756-7a10-4d2c-8ddc-3a0f4b235965 · outbound

This paper cites Program synthesis with large language models,.

The Patchwork Problem in LLM-Generated Code Program synthesis with large language models,

Reference 4

Resolution
unresolved
no resolver link, observed 2026-07-13T01:16:30.101870Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T01:16:30.101870Z digest=sha256:8bbdd2b30d056ce33ca0c62d57d9d300c1f9155bf2a2fe9dd4bb0f320019d68a

Observation fb007a77-e53b-47b5-9f75-ddf3fcdc2444 · outbound

This paper cites SWE-bench: Can language models resolve real-world github issues?,.

The Patchwork Problem in LLM-Generated Code SWE-bench: Can language models resolve real-world github issues?,

Reference 5

Resolution
unresolved
no resolver link, observed 2026-07-13T01:16:30.101870Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T01:16:30.101870Z digest=sha256:813c1fb701c5a3a132559741a3cd04be67e4486f245faed0091a70fb281c9e8b

Observation 5b33f33c-3ce6-4b44-8b36-0b80dcc2cb88 · outbound

This paper cites Llm hallucinations in practical code generation: Phenomena, mechanism, and mitigation,.

The Patchwork Problem in LLM-Generated Code Llm hallucinations in practical code generation: Phenomena, mechanism, and mitigation,

Reference 6

Resolution
unresolved
no resolver link, observed 2026-07-13T01:16:30.101870Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T01:16:30.101870Z digest=sha256:ca00927f1850e6c03508ae36f18232eeea78687ef2170614a8429d269a011eb9

Observation 5d38171f-2da6-4eea-adf4-8a0cf0e068ef · outbound

This paper cites Repobench: Benchmarking repository-level code auto-completion systems,.

The Patchwork Problem in LLM-Generated Code Repobench: Benchmarking repository-level code auto-completion systems,

Reference 7

Resolution
unresolved
no resolver link, observed 2026-07-13T01:16:30.101870Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T01:16:30.101870Z digest=sha256:e35d0df54ea02bf43332355d54ec0fcadd26ccec787422c5dc358977707379a6

Observation 87b5f09f-0e47-4413-83d6-228f9c1d43c5 · outbound

This paper cites Modeling and discovering vulnerabilities with code property graphs,.

The Patchwork Problem in LLM-Generated Code Modeling and discovering vulnerabilities with code property graphs,

Reference 8

Resolution
unresolved
no resolver link, observed 2026-07-13T01:16:30.101870Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T01:16:30.101870Z digest=sha256:481951e8564b79f7bf1cb694ee4afe4bb5c6680406f13e8572432dee3bb09590

Observation 50c695af-1fe1-462c-a8f4-46f9beda16bf · outbound

This paper cites We have a package for you! a comprehensive analysis of package hallucinations by code generating {LLMs},.

The Patchwork Problem in LLM-Generated Code We have a package for you! a comprehensive analysis of package hallucinations by code generating {LLMs},

Reference 9

Resolution
unresolved
no resolver link, observed 2026-07-13T01:16:30.101870Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T01:16:30.101870Z digest=sha256:8b07ad8f9fd9b0db9e4db58572e4020060c4f32aa900ca52a6b836d12e303600

Observation afb8720a-e98a-489d-8482-8054e1a4511e · outbound

This paper cites Evocodebench: An evolving code generation benchmark aligned with real-world code repositories,.

The Patchwork Problem in LLM-Generated Code Evocodebench: An evolving code generation benchmark aligned with real-world code repositories,

Reference 10

Resolution
unresolved
no resolver link, observed 2026-07-13T01:16:30.101870Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T01:16:30.101870Z digest=sha256:8a098a73686c8ec944ca4acd9dc598cc74408df5973c10f085b8ea096a5cc044

Observation be442516-8129-4339-b182-5e854e3b54a2 · outbound

This paper cites Baxbench: Can LLMs generate correct and secure backends?,.

The Patchwork Problem in LLM-Generated Code Baxbench: Can LLMs generate correct and secure backends?,

Reference 11

Resolution
unresolved
no resolver link, observed 2026-07-13T01:16:30.101870Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T01:16:30.101870Z digest=sha256:7fd2407df2f1f682056ccc4bea632f45d4abb5c0eff2fd0eb5f7641b2959a174

Observation b77942e2-015e-4de7-bc84-0680b9121df6 · outbound

This paper cites Secrepobench: Benchmarking code agents for secure code completion in real-world repositories,.

The Patchwork Problem in LLM-Generated Code Secrepobench: Benchmarking code agents for secure code completion in real-world repositories,

Reference 12

Resolution
unresolved
no resolver link, observed 2026-07-13T01:16:30.101870Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T01:16:30.101870Z digest=sha256:5c3a66e2e2e8de20e367207e7cffd7fd5a287a12af52d49fa8584ffed30041fa

Observation 82309b7a-8ecd-4534-8c3d-ded6baebd49a · outbound

This paper cites SecureVibeBench: Benchmarking secure vibe coding of AI agents via reconstructing vulnerability-introducing scenarios,.

The Patchwork Problem in LLM-Generated Code SecureVibeBench: Benchmarking secure vibe coding of AI agents via reconstructing vulnerability-introducing scenarios,

Reference 13

Resolution
unresolved
no resolver link, observed 2026-07-13T01:16:30.101870Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T01:16:30.101870Z digest=sha256:24b1a13062e745e96e09ad8b9b1674a3a6bbbdb5841b587f6156c249f4ca70e3

Observation d2800cc4-b023-4a0e-a8b6-8216b60d6408 · outbound

This paper cites Swe-agent: Agent-computer interfaces enable automated software engineering,.

The Patchwork Problem in LLM-Generated Code Swe-agent: Agent-computer interfaces enable automated software engineering,

Reference 14

Resolution
unresolved
no resolver link, observed 2026-07-13T01:16:30.101870Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T01:16:30.101870Z digest=sha256:ebdffa63e341fed7dc61595ae0bf6a903dbcff85cc74b2714729e682f950a70f

Observation 00d5ab22-528a-4095-a922-f54cb4cfae3b · outbound

This paper cites Code-mvp: Learning to represent source code from multiple views with contrastive pre-training,.

The Patchwork Problem in LLM-Generated Code Code-mvp: Learning to represent source code from multiple views with contrastive pre-training,

Reference 15

Resolution
unresolved
no resolver link, observed 2026-07-13T01:16:30.101870Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T01:16:30.101870Z digest=sha256:8571a4e1a3dad2e94d9d1231ab5a61c30fbbf74ba3391178a6d2fdadf55b6866

Observation d2e6ecdf-30d3-465d-b35f-91f6d20728a3 · outbound

This paper cites Galla: Graph aligned large language models for improved source code understanding,.

The Patchwork Problem in LLM-Generated Code Galla: Graph aligned large language models for improved source code understanding,

Reference 16

Resolution
unresolved
no resolver link, observed 2026-07-13T01:16:30.101870Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T01:16:30.101870Z digest=sha256:a3f2b18b1e20abc874b1c7cdeca0d705d513c5ab5b7ef4186c49c4587cd0efad

Observation 8886a9f3-b9c2-4b57-9c6b-80ffd84622c5 · outbound

This paper cites Constrained decoding for secure code generation,.

The Patchwork Problem in LLM-Generated Code Constrained decoding for secure code generation,

Reference 17

Resolution
unresolved
no resolver link, observed 2026-07-13T01:16:30.101870Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T01:16:30.101870Z digest=sha256:c8f5e52585d5039e8e14f0e047c71b4da678dbbf893060be32071d5228cb473e

Observation c8762db4-355e-454e-90e2-635ce74067b8 · outbound

This paper cites SafeGenBench: A Benchmark Framework for Security Vulnerability Detection in LLM-Generated Code.

The Patchwork Problem in LLM-Generated Code SafeGenBench: A Benchmark Framework for Security Vulnerability Detection in LLM-Generated Code

Reference 18

Resolution
unresolved
no resolver link, observed 2026-07-13T01:16:30.101870Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T01:16:30.101870Z digest=sha256:8d827662ebb096076e9536109c1316b4e7a00a1e9b81b6b4985bfb6f90ec104b

Observation bd14d1a0-689f-4328-b5fa-f423941cbce6 · outbound

This paper cites Source code of the paper: The patchwork problem in llm-generated code.

The Patchwork Problem in LLM-Generated Code Source code of the paper: The patchwork problem in llm-generated code

Reference 19

Resolution
unresolved
no resolver link, observed 2026-07-13T01:16:30.101870Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T01:16:30.101870Z digest=sha256:8c5a5218497879c623a8f59e038173d5bddeefa8eef8c0f77b807a452f9ddc8d

Observation c0ac3b76-5268-40ef-98eb-6a0e696fb84e · outbound

This paper cites hypertropher-app.

The Patchwork Problem in LLM-Generated Code hypertropher-app

Reference 20

Resolution
unresolved
no resolver link, observed 2026-07-13T01:16:30.101870Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T01:16:30.101870Z digest=sha256:6e33a120e43fb9a8aed76bd20083334f50e4d9ccbbb409d42486bc08427da254

Observation 9b372234-749d-4431-a3fe-f0a6b0942929 · outbound

This paper cites VoiceTradeWithSchwab.

The Patchwork Problem in LLM-Generated Code VoiceTradeWithSchwab

Reference 21

Resolution
unresolved
no resolver link, observed 2026-07-13T01:16:30.101870Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T01:16:30.101870Z digest=sha256:ae4b604c00c69570159f5c0b5495419160f5c847e3d13bfbf4071991fcf60457

Observation f61f9b4a-57ac-433e-b7c2-e22269ba06bc · outbound

This paper cites Django: The web framework for perfectionists with deadlines.

The Patchwork Problem in LLM-Generated Code Django: The web framework for perfectionists with deadlines

Reference 22

Resolution
unresolved
no resolver link, observed 2026-07-13T01:16:30.101870Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T01:16:30.101870Z digest=sha256:ba97d5f3fc0becbe19dd975a013c63e39d21c72cffdef02aab857502038fbb4f

Observation e84b25c9-4cb6-45d0-9025-f619df9d57e6 · outbound

This paper cites FastAPI: Modern, fast (high-performance) web framework for building APIs 10 with Python.

The Patchwork Problem in LLM-Generated Code FastAPI: Modern, fast (high-performance) web framework for building APIs 10 with Python

Reference 23

Resolution
unresolved
no resolver link, observed 2026-07-13T01:16:30.101870Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T01:16:30.101870Z digest=sha256:15a218cf8d525a79d79002b254345f554ec468540dd1006e66ba0aec1bae6751

Observation a92cf87a-d855-4191-9cdd-a744d9044726 · outbound

This paper cites Express: Fast, unopinionated, minimalist web framework for Node.js.

The Patchwork Problem in LLM-Generated Code Express: Fast, unopinionated, minimalist web framework for Node.js

Reference 24

Resolution
unresolved
no resolver link, observed 2026-07-13T01:16:30.101870Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T01:16:30.101870Z digest=sha256:48311ef5e17229dc22443c3e3cfe8bf5c5618d46dd713c71dca8e2962034449a

Observation 3609627d-b8f9-41f7-b42f-e031eeb5bb6a · outbound

This paper cites Next.js: The React framework for the web.

The Patchwork Problem in LLM-Generated Code Next.js: The React framework for the web

Reference 25

Resolution
unresolved
no resolver link, observed 2026-07-13T01:16:30.101870Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T01:16:30.101870Z digest=sha256:b1701ba6a3d390e474e0130db24b944a91d78e523b5fe60974818e7c431d383d

Observation e91525d2-056a-4ad1-9924-25d8b40788e3 · outbound

This paper cites mypy: Optional static typing for Python.

The Patchwork Problem in LLM-Generated Code mypy: Optional static typing for Python

Reference 26

Resolution
unresolved
no resolver link, observed 2026-07-13T01:16:30.101870Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T01:16:30.101870Z digest=sha256:586c0b55f078a0a6e7086b61f582a7ff301db652302c2c889bce2890f3a7b372

Observation 0958aaee-a868-47cc-abfa-0e65086de1d5 · outbound

This paper cites Bandit: A tool designed to find common security issues in Python code.

The Patchwork Problem in LLM-Generated Code Bandit: A tool designed to find common security issues in Python code

Reference 27

Resolution
unresolved
no resolver link, observed 2026-07-13T01:16:30.101870Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T01:16:30.101870Z digest=sha256:0e8d087c3e6efc33a0c4d1fcaee13b4e88763479ee0fad74cee14d4260f99e3e

Observation 6291fe42-e1d4-407e-aee0-5420129928c9 · outbound

This paper cites Semgrep: Lightweight static analysis for many languages.

The Patchwork Problem in LLM-Generated Code Semgrep: Lightweight static analysis for many languages

Reference 28

Resolution
unresolved
no resolver link, observed 2026-07-13T01:16:30.101870Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T01:16:30.101870Z digest=sha256:282b8612e9272fc8fa3ad55907a393cc18f30e04e03ab97b431de3b16d332f59

Pith citing papers

No inbound Pith citation observations are available.