Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T12:10:31.336312Z
Paper Citation Record · LEDGER
Teaching an Old LLM Secure Coding: Localized Preference Optimization on Distilled Preferences
As of 7 August 2026, this Paper Citation Record lists 14 of 14 outbound references and 0 inbound Pith citation observations for arXiv:2506.00419.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
14 of 14 outbound references displayed
- verified exact0
- verified fuzzy3
- unresolved10
- parse uncertain0
- malformed identifier1
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation f6639a42-4bfd-41fa-97f0-cc99c6faa1e5 · outbound
This paper cites an unresolved cited work.
Teaching an Old LLM Secure Coding: Localized Preference Optimization on Distilled Preferences Unresolved cited work
Reference 1
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:10:32.589921Z
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 3a85783f-dec2-4850-9438-de28c76e9bfb · outbound
This paper cites an unresolved cited work.
Teaching an Old LLM Secure Coding: Localized Preference Optimization on Distilled Preferences Unresolved cited work
Reference 2
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:10:32.423226Z
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 f6aa7440-27c1-4384-bb9a-30e58d6fcaca · outbound
This paper cites an unresolved cited work.
Teaching an Old LLM Secure Coding: Localized Preference Optimization on Distilled Preferences Unresolved cited work
Reference 3
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:10:32.233407Z
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 e18aabd9-dd36-4253-971f-ff8d177b1942 · outbound
This paper cites an unresolved cited work.
Teaching an Old LLM Secure Coding: Localized Preference Optimization on Distilled Preferences Unresolved cited work
Reference 4
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:10:32.039026Z
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 37b63365-bdfc-489d-8cdb-7c7b34622910 · outbound
This paper cites Hammond Pearce, Baleegh Ahmad, Benjamin Tan, Brendan Dolan-Gavitt, and Ramesh Karri.
Teaching an Old LLM Secure Coding: Localized Preference Optimization on Distilled Preferences Hammond Pearce, Baleegh Ahmad, Benjamin Tan, Brendan Dolan-Gavitt, and Ramesh Karri
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:10:32.760706Z
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 4e4a0479-004d-4843-b956-9044cfb847fb · outbound
This paper cites Code Llama: Open Foundation Models for Code.
Teaching an Old LLM Secure Coding: Localized Preference Optimization on Distilled Preferences Code Llama: Open Foundation Models for Code
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:10:30.554782Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7f7c0faa-914a-4294-bcd6-94d89788d455 · outbound
This paper cites ProSec: Fortifying Code LLMs with Proactive Security Alignment.
Teaching an Old LLM Secure Coding: Localized Preference Optimization on Distilled Preferences ProSec: Fortifying Code LLMs with Proactive Security Alignment
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:10:30.669767Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 660c786d-5676-4c5e-bb4e-9ad1efd17224 · outbound
This paper cites Complete the following code : ```python [ PROMPT ].
Teaching an Old LLM Secure Coding: Localized Preference Optimization on Distilled Preferences Complete the following code : ```python [ PROMPT ]
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:10:31.856470Z
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 56edde5f-2352-4f73-bd48-d5a899c4f206 · outbound
This paper cites CWEval: Outcome-driven Evaluation on Functionality and Security of LLM Code Generation.
Teaching an Old LLM Secure Coding: Localized Preference Optimization on Distilled Preferences CWEval: Outcome-driven Evaluation on Functionality and Security of LLM Code Generation
Reference 768
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:10:30.472485Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0573b213-1033-4801-bd25-b42495bbc261 · outbound
This paper cites Deliberative Alignment: Reasoning Enables Safer Language Models.
Teaching an Old LLM Secure Coding: Localized Preference Optimization on Distilled Preferences Deliberative Alignment: Reasoning Enables Safer Language Models
Reference 2020
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:10:30.276451Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7f3ce827-545c-44f0-97c5-35d9d32fd3e0 · outbound
This paper cites file {filename}.
Teaching an Old LLM Secure Coding: Localized Preference Optimization on Distilled Preferences file {filename}
Reference 2021
- Resolution
- malformed identifier
- raw_fallback, observed 2026-08-07T12:10:31.615286Z
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 3bde5860-92bd-4aa0-a342-d77b95197d2e · outbound
This paper cites Multi-lingual Evaluation of Code Generation Models.
Teaching an Old LLM Secure Coding: Localized Preference Optimization on Distilled Preferences Multi-lingual Evaluation of Code Generation Models
Reference 2022
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:10:29.962269Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e1a00290-5cf6-4f6d-b10f-51f62d14dca3 · outbound
This paper cites Evaluating Large Language Models Trained on Code.
Teaching an Old LLM Secure Coding: Localized Preference Optimization on Distilled Preferences Evaluating Large Language Models Trained on Code
Reference 2023
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:10:30.094117Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 58e9de53-53a7-4502-99f3-755884906bc6 · outbound
This paper cites In Proceedings of the 62nd Annual Meeting of the As- sociation for Computational Linguistics (Volume 1: Long Papers), pages 4571–4585, Bangkok, Thailand.
Teaching an Old LLM Secure Coding: Localized Preference Optimization on Distilled Preferences In Proceedings of the 62nd Annual Meeting of the As- sociation for Computational Linguistics (Volume 1: Long Papers), pages 4571–4585, Bangkok, Thailand
Reference 2024
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:10:32.943217Z
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.
Pith citing papers
No inbound Pith citation observations are available.