Paper Citation Record · LEDGER

Identifying Helpful Context for LLM-based Vulnerability Repair: A Preliminary Study

As of 7 August 2026, this Paper Citation Record lists 20 of 20 outbound references and 0 inbound Pith citation observations for arXiv:2506.11561.

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

pith.paper-citation-record.v1
2506.11561 v1

Coverage vector

measured 20 of 20 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T04:07:56.846228Z

measured 20 of 20 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 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

20 of 20 outbound references displayed

verified exact0
verified fuzzy2
unresolved17
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b18917b7-1669-4aca-ad19-41cc1431dbde · outbound

This paper cites Principled Instructions Are All You Need for Questioning LLaMA-1/2, GPT-3.5/4.

Identifying Helpful Context for LLM-based Vulnerability Repair: A Preliminary Study Principled Instructions Are All You Need for Questioning LLaMA-1/2, GPT-3.5/4

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T04:07:55.184845Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 729d84cd-117f-460f-94fb-fc4263ab20df · outbound

This paper cites Díaz Ferreyra.

Identifying Helpful Context for LLM-based Vulnerability Repair: A Preliminary Study Díaz Ferreyra

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T04:07:55.266576Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b97aa79a-4e04-44bb-82f0-0b664b4664d1 · outbound

This paper cites Common Vulnerabilities and Exposures.

Identifying Helpful Context for LLM-based Vulnerability Repair: A Preliminary Study Common Vulnerabilities and Exposures

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:07:57.833818Z

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 f6ad7b05-0db6-445f-b20a-4b29a8223f8f · outbound

This paper cites Common Weaknesses Enumeration.

Identifying Helpful Context for LLM-based Vulnerability Repair: A Preliminary Study Common Weaknesses Enumeration

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:07:57.747061Z

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 720ed0e9-ce08-4b09-94b6-01ddb696ef27 · outbound

This paper cites Rephrase and Respond: Let Large Language Models Ask Better Questions for Themselves.

Identifying Helpful Context for LLM-based Vulnerability Repair: A Preliminary Study Rephrase and Respond: Let Large Language Models Ask Better Questions for Themselves

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T04:07:55.498756Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 529fe8fa-127c-4702-96e1-48a5cc406ef3 · outbound

This paper cites Vul-RAG: Enhancing LLM-based Vulnerability Detection via Knowledge-level RAG.

Identifying Helpful Context for LLM-based Vulnerability Repair: A Preliminary Study Vul-RAG: Enhancing LLM-based Vulnerability Detection via Knowledge-level RAG

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T04:07:55.664322Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4f2e53ef-c44e-409e-983a-677fbb8cd1d1 · outbound

This paper cites LLM4CVE: Enabling Iterative Automated Vulnerability Repair with Large Language Models.

Identifying Helpful Context for LLM-based Vulnerability Repair: A Preliminary Study LLM4CVE: Enabling Iterative Automated Vulnerability Repair with Large Language Models

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T04:07:55.726026Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b5a2e769-8217-452c-b8c3-02f541456cbd · outbound

This paper cites an unresolved cited work.

Identifying Helpful Context for LLM-based Vulnerability Repair: A Preliminary Study Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T04:07:55.813975Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 85d29b9c-6ff3-49c5-97c2-f08c370c592f · outbound

This paper cites an unresolved cited work.

Identifying Helpful Context for LLM-based Vulnerability Repair: A Preliminary Study Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T04:07:55.916697Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b7921083-d27d-49e2-aa01-4d9aa99250b0 · outbound

This paper cites Large Language Models Understand and Can be Enhanced by Emotional Stimuli.

Identifying Helpful Context for LLM-based Vulnerability Repair: A Preliminary Study Large Language Models Understand and Can be Enhanced by Emotional Stimuli

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T04:07:56.008780Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d8984852-3616-4907-91cc-dbffdcbd1d54 · outbound

This paper cites an unresolved cited work.

Identifying Helpful Context for LLM-based Vulnerability Repair: A Preliminary Study Unresolved cited work

Reference 13

Resolution: metadata mismatch; raw_fallback, observed 2026-08-07T04:07:57.416470Z

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 d4c6bfe3-7a49-4be8-9eac-c62b236a21e9 · outbound

This paper cites an unresolved cited work.

Identifying Helpful Context for LLM-based Vulnerability Repair: A Preliminary Study Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T04:07:56.154160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cdf6e1d4-cfcc-481c-8f5b-cab0b680f0e1 · outbound

This paper cites an unresolved cited work.

Identifying Helpful Context for LLM-based Vulnerability Repair: A Preliminary Study Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T04:07:56.241654Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee4ce5bb-f736-4544-a438-8db24ede7e04 · outbound

This paper cites A Systematic Survey of Prompt Engineering in Large Language Models: Techniques and Applications.

Identifying Helpful Context for LLM-based Vulnerability Repair: A Preliminary Study A Systematic Survey of Prompt Engineering in Large Language Models: Techniques and Applications

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T04:07:56.300531Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4c2b3c7b-32e2-41f0-a55d-23d9d0dc8ef2 · outbound

This paper cites an unresolved cited work.

Identifying Helpful Context for LLM-based Vulnerability Repair: A Preliminary Study Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T04:07:56.380835Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5fc25d21-3a11-4f5d-b255-8dc2c7f41a9e · outbound

This paper cites an unresolved cited work.

Identifying Helpful Context for LLM-based Vulnerability Repair: A Preliminary Study Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T04:07:56.468022Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1e3838c7-5494-43b5-8432-2e9caa0a3be9 · outbound

This paper cites an unresolved cited work.

Identifying Helpful Context for LLM-based Vulnerability Repair: A Preliminary Study Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T04:07:56.557144Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ebb53c3a-bf07-46d5-9c84-a08aba1c7d9f · outbound

This paper cites an unresolved cited work.

Identifying Helpful Context for LLM-based Vulnerability Repair: A Preliminary Study Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T04:07:56.616377Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 45b41a73-32d2-45d9-963a-a5275535faaf · outbound

This paper cites an unresolved cited work.

Identifying Helpful Context for LLM-based Vulnerability Repair: A Preliminary Study Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T04:07:56.734271Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 24e6a930-f2a7-4458-82be-7e6b9f38d6aa · outbound

This paper cites Automatic Chain of Thought Prompting in Large Language Models.

Identifying Helpful Context for LLM-based Vulnerability Repair: A Preliminary Study Automatic Chain of Thought Prompting in Large Language Models

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T04:07:56.846228Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.