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Paper Citation Record · LEDGER

Studying and Benchmarking Large Language Models For Log Level Suggestion

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2410.08499.

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

pith.paper-citation-record.v1
2410.08499 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 2 of 2 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 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:02:16.552993Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-10T00:49:48.613544Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 61f5ba16-ede1-4d4b-8916-e333483f73e5 · inbound

Larger Is Not Always Better: Exploring Small Open-source Language Models in Logging Statement Generation cites this paper.

Larger Is Not Always Better: Exploring Small Open-source Language Models in Logging Statement Generation Studying and Benchmarking Large Language Models For Log Level Suggestion

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-07T15:02:16.552993Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:02:16.552993Z digest=sha256:7b3c19e06f36a09f7b9c0ccd9324c736e2a896caa306bc115f4df72e2104bd06

Observation 409fe3d1-8f67-4e07-b682-aa352805d629 · inbound

Towards Secure Logging: Characterizing and Benchmarking Logging Code Security Issues with LLMs cites this paper.

Towards Secure Logging: Characterizing and Benchmarking Logging Code Security Issues with LLMs Studying and Benchmarking Large Language Models For Log Level Suggestion

Reference 24

Resolution
verified exact
arxiv_id, observed 2026-05-10T00:49:48.614761Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-10T00:47:03.995976Z digest=sha256:871b08f5fc0c04c36b04a5132da54b9414932306de84c38a7da18c0e384e2ae8