Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-05T17:11:58.429419Z
Paper Citation Record · LEDGER
DevLicOps: A Framework for Mitigating Licensing Risks in AI-Generated Code
As of 10 August 2026, this Paper Citation Record lists 11 of 11 outbound references and 0 inbound Pith citation observations for arXiv:2508.16853.
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 2026-08-09T06:31:02.800959+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
11 of 11 outbound references displayed
- verified exact1
- verified fuzzy3
- unresolved7
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 09bfcfc1-9da7-484f-a85c-f171fd7fb824 · outbound
This paper cites an unresolved cited work.
DevLicOps: A Framework for Mitigating Licensing Risks in AI-Generated Code Unresolved cited work
Reference 1
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T17:11:59.651905Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 120d07c6-97e5-4c40-9e44-34013d139421 · outbound
This paper cites an unresolved cited work.
DevLicOps: A Framework for Mitigating Licensing Risks in AI-Generated Code Unresolved cited work
Reference 2
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T17:11:59.520386Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 9f235885-0f8b-4d7d-994c-8a1b7e16c0dd · outbound
This paper cites Henderson, X.
DevLicOps: A Framework for Mitigating Licensing Risks in AI-Generated Code Henderson, X
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T17:11:59.388559Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 424a5c26-3cd2-4d81-bb8d-c40fd2a6dcb8 · outbound
This paper cites an unresolved cited work.
DevLicOps: A Framework for Mitigating Licensing Risks in AI-Generated Code Unresolved cited work
Reference 4
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T17:11:59.257492Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation d82e0945-dd61-4d07-893e-d66277ac0085 · outbound
This paper cites Carlini, D.
DevLicOps: A Framework for Mitigating Licensing Risks in AI-Generated Code Carlini, D
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T17:11:59.128151Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 2e902b66-e863-42f9-8afc-051eb0fddbce · outbound
This paper cites an unresolved cited work.
DevLicOps: A Framework for Mitigating Licensing Risks in AI-Generated Code Unresolved cited work
Reference 6
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T17:11:59.003091Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 1fcc6fca-b5d2-4ea9-889d-54500a70322a · outbound
This paper cites Identifying and Mitigating Privacy Risks Stemming from Language Models: A Survey.
DevLicOps: A Framework for Mitigating Licensing Risks in AI-Generated Code Identifying and Mitigating Privacy Risks Stemming from Language Models: A Survey
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T17:11:58.232984Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a7a037e4-9427-4e26-9d06-3e6e5bb2fd8c · outbound
This paper cites Katzy, R.
DevLicOps: A Framework for Mitigating Licensing Risks in AI-Generated Code Katzy, R
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T17:11:58.818904Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 42748400-7d6d-4d7b-98cf-e66dddb1edee · outbound
This paper cites Preventing Verbatim Memorization in Language Models Gives a False Sense of Privacy.
DevLicOps: A Framework for Mitigating Licensing Risks in AI-Generated Code Preventing Verbatim Memorization in Language Models Gives a False Sense of Privacy
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T17:11:58.363986Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ee80793c-8644-430a-8b09-2a9ada0d5a9c · outbound
This paper cites Developer Perspectives on Licensing and Copyright Issues Arising from Generative AI for Software Development.
DevLicOps: A Framework for Mitigating Licensing Risks in AI-Generated Code Developer Perspectives on Licensing and Copyright Issues Arising from Generative AI for Software Development
Reference 10
- Resolution
- verified exact
- local_arxiv, observed 2026-08-05T17:11:58.642771Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 6569694e-af8e-450a-980b-d6fd541e78f4 · outbound
This paper cites Quantifying Memorization Across Neural Language Models.
DevLicOps: A Framework for Mitigating Licensing Risks in AI-Generated Code Quantifying Memorization Across Neural Language Models
Reference 2022
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T17:11:58.054789Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
No inbound Pith citation observations are available.