Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Efficient Telecom Specific LLM: TSLAM-Mini with QLoRA and Digital Twin Data
As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2505.07877.
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 2026-08-08T06:32:00.761636+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-06T14:43:20.752391Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-20T11:28:14.612875Z
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 97324091-8c70-4e81-9808-038dc44d3ef0 · inbound
TN-AutoRCA: Benchmark Construction and Agentic Framework for Self-Improving Alarm-Based Root Cause Analysis in Telecommunication Networks cites this paper.
TN-AutoRCA: Benchmark Construction and Agentic Framework for Self-Improving Alarm-Based Root Cause Analysis in Telecommunication Networks Efficient Telecom Specific LLM: TSLAM-Mini with QLoRA and Digital Twin Data
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T14:43:20.752391Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e12d6d06-8ade-4132-bd08-fec8a17d8aa5 · inbound
TeleCom-Bench: How Far Are Large Language Models from Industrial Telecommunication Applications? cites this paper.
TeleCom-Bench: How Far Are Large Language Models from Industrial Telecommunication Applications? Efficient Telecom Specific LLM: TSLAM-Mini with QLoRA and Digital Twin Data
Reference 15
- Resolution
- verified exact
- arxiv_id, observed 2026-05-20T11:28:14.614372Z
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.