Paper Citation Record · LEDGER

Do Code LLMs Understand Design Patterns?

As of 12 August 2026, this Paper Citation Record lists 17 of 17 outbound references and 1 inbound Pith citation observation for arXiv:2501.04835.

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

pith.paper-citation-record.v1
2501.04835 v1

Coverage vector

measured 17 of 17 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T21:28:07.382611Z

measured 18 of 18 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-10T13:01:11.599763Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-10T13:35:26.890622Z

Reference resolution

17 of 17 outbound references displayed

verified exact1
verified fuzzy3
unresolved13
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 781b1b11-0516-473d-af3e-3591ffd3a3f4 · outbound

This paper cites GPT-4 Technical Report.

Do Code LLMs Understand Design Patterns? GPT-4 Technical Report

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-10T21:28:07.307433Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c3078f67-82a0-4c45-8461-022c4a34aba7 · outbound

This paper cites Claude 3.5: Sonnet.

Do Code LLMs Understand Design Patterns? Claude 3.5: Sonnet

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:28:07.646346Z

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.

Observation bd89a507-6e6f-422a-bc9e-ef74b77a3b25 · outbound

This paper cites Qwen Technical Report.

Do Code LLMs Understand Design Patterns? Qwen Technical Report

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-10T21:28:07.317526Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f87bf359-47af-448f-9dc0-9e0cce55b5ee · outbound

This paper cites Llama Scope: Extracting Millions of Features from Llama-3.1-8B with Sparse Autoencoders.

Do Code LLMs Understand Design Patterns? Llama Scope: Extracting Millions of Features from Llama-3.1-8B with Sparse Autoencoders

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-10T21:28:07.322217Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 31ec0da4-fdbc-4733-9985-3b25926ecec0 · outbound

This paper cites Mistral 7B.

Do Code LLMs Understand Design Patterns? Mistral 7B

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-10T21:28:07.327268Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cdfe925c-bf9a-47b7-8218-da089f6504c3 · outbound

This paper cites Chain-of-Action: Faithful and Multimodal Question Answering through Large Language Models.

Do Code LLMs Understand Design Patterns? Chain-of-Action: Faithful and Multimodal Question Answering through Large Language Models

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-10T21:28:07.332684Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5fdd2f42-4e33-4a40-bcc4-74516e611cf8 · outbound

This paper cites Conv-CoA: Improving Open-domain Question Answering in Large Language Models via Conversational Chain-of-Action.

Do Code LLMs Understand Design Patterns? Conv-CoA: Improving Open-domain Question Answering in Large Language Models via Conversational Chain-of-Action

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-10T21:28:07.337419Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1cd375c7-9719-4221-82c9-2731ac8c9c22 · outbound

This paper cites Yi: Open Foundation Models by 01.AI.

Do Code LLMs Understand Design Patterns? Yi: Open Foundation Models by 01.AI

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-10T21:28:07.342413Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 41d8352c-ead8-4545-a5d1-ee75fb9e0c47 · outbound

This paper cites Qwen2 Technical Report.

Do Code LLMs Understand Design Patterns? Qwen2 Technical Report

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-10T21:28:07.346876Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b27ae55e-1339-4268-a435-cc567d1e3291 · outbound

This paper cites Evaluating Large Language Models Trained on Code.

Do Code LLMs Understand Design Patterns? Evaluating Large Language Models Trained on Code

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-10T21:28:07.351266Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5f1849d8-56cc-410b-aeb6-7ea0d673749a · outbound

This paper cites CodeT: Code Generation with Generated Tests.

Do Code LLMs Understand Design Patterns? CodeT: Code Generation with Generated Tests

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-10T21:28:07.355557Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 83ae1b15-355e-4b3c-95e4-ee65f3f99109 · outbound

This paper cites L., Majumder, S.

Do Code LLMs Understand Design Patterns? L., Majumder, S

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:28:07.631932Z

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.

Observation b3b4f1fa-57f8-4240-8719-7f75e5cd89e3 · outbound

This paper cites (2024, February).

Do Code LLMs Understand Design Patterns? (2024, February)

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:28:07.617160Z

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.

Observation 804398f0-dd34-4d8b-ac1a-5a202d15d0cb · outbound

This paper cites Domain Adaptation for Code Model-based Unit Test Case Generation.

Do Code LLMs Understand Design Patterns? Domain Adaptation for Code Model-based Unit Test Case Generation

Reference 14

Resolution: verified exact; local_arxiv, observed 2026-08-10T21:28:07.467393Z

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.

Observation 6fd0df59-155c-4751-af56-40e6a0e2d1a4 · outbound

This paper cites StarCoder 2 and The Stack v2: The Next Generation.

Do Code LLMs Understand Design Patterns? StarCoder 2 and The Stack v2: The Next Generation

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-10T21:28:07.373725Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6510e17f-721a-449a-99e7-d05c05b09b4a · outbound

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

Do Code LLMs Understand Design Patterns? StarCoder: may the source be with you!

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-10T21:28:07.378058Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 11e74f18-423d-419a-a5d2-8abc9be588eb · outbound

This paper cites Codev-Bench: How Do LLMs Understand Developer-Centric Code Completion?.

Do Code LLMs Understand Design Patterns? Codev-Bench: How Do LLMs Understand Developer-Centric Code Completion?

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-10T21:28:07.382611Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation e6ebf5fc-db66-4b88-919e-3b5ce4f72b49 · inbound

Towards Personalizing Secure Programming Education with LLM-Injected Vulnerabilities cites this paper.

Towards Personalizing Secure Programming Education with LLM-Injected Vulnerabilities Do Code LLMs Understand Design Patterns?

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-05-10T13:35:26.891825Z

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.