Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Chatting with Logs: An exploratory study on Finetuning LLMs for LogQL
As of 11 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2412.03612.
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 2026-08-11T06:34:44.6726+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-08T17:11:57.862605Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z
Reference resolution
0 of 0 outbound references displayed
- verified exact0
- verified fuzzy0
- unresolved0
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z
Outbound references
No outbound reference observations are available for this paper version.
Pith citing papers
Observation 095f49d1-a6da-492b-9b71-6d2eed4f68c6 · inbound
Intent-based System Design and Operation cites this paper.
Intent-based System Design and Operation Chatting with Logs: An exploratory study on Finetuning LLMs for LogQL
Reference 35
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T17:11:57.862605Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0c5c8229-2531-4537-a29c-0657c2954678 · inbound
LogCopilot: Automating Log Aggregation Analysis through Large Language Models cites this paper.
LogCopilot: Automating Log Aggregation Analysis through Large Language Models Chatting with Logs: An exploratory study on Finetuning LLMs for LogQL
Reference 44
- Resolution
- verified exact
- arxiv_id, observed 2026-06-27T04:20:31.841094Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation ab40efd4-f028-468d-96df-fc6200d0c744 · inbound
LogNLQ: Natural-Language Log Querying with Parser-Induced and Semantically Grounded Schemas cites this paper.
LogNLQ: Natural-Language Log Querying with Parser-Induced and Semantically Grounded Schemas Chatting with Logs: An exploratory study on Finetuning LLMs for LogQL
Reference 25
- Resolution
- unresolved
- no resolver link, observed 2026-07-11T23:16:33.804498Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.