Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
RIRO: Reshaping Inputs, Refining Outputs Unlocking the Potential of Large Language Models in Data-Scarce Contexts
As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2412.15254.
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, observed 2026-08-10T00:49:15.401352Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-09T22:58:13.456014Z
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 fea86c3a-a851-45e9-b8e9-1bc70d8129f3 · inbound
A Multi-Layered Large Language Model Framework for Disease Prediction cites this paper.
A Multi-Layered Large Language Model Framework for Disease Prediction RIRO: Reshaping Inputs, Refining Outputs Unlocking the Potential of Large Language Models in Data-Scarce Contexts
Reference 13
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-08-09T22:58:13.460089Z
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 0136d469-3dc0-4b32-9af6-961f7fa492a1 · inbound
Retrieval Augmented Generation Based LLM Evaluation For Protocol State Machine Inference With Chain-of-Thought Reasoning cites this paper.
Retrieval Augmented Generation Based LLM Evaluation For Protocol State Machine Inference With Chain-of-Thought Reasoning RIRO: Reshaping Inputs, Refining Outputs Unlocking the Potential of Large Language Models in Data-Scarce Contexts
Reference 23
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T00:49:15.401352Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e700c880-545b-4529-bbcf-9b243d8218a6 · inbound
Scaling Arabic Medical Chatbots Using Synthetic Data: Enhancing Generative AI with Synthetic Patient Records cites this paper.
Scaling Arabic Medical Chatbots Using Synthetic Data: Enhancing Generative AI with Synthetic Patient Records RIRO: Reshaping Inputs, Refining Outputs Unlocking the Potential of Large Language Models in Data-Scarce Contexts
Reference 22
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T18:10:02.613966Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.