metadata
license: cc-by-nc-sa-4.0
task_categories:
- text-classification
language:
- en
pretty_name: Open RAN Interoperability Pattern Induction Q&A Dataset
Open RAN Interoperability Pattern Induction Q&A Dataset
This question-and-answer text dataset presents multi-vendor Open RAN interoperability cases involving O-CU, O-DU, and O-RU components, including component combinations, interfaces, software configurations, and observed outcomes. Each sample asks a model to compare multiple cases, identify recurring compatibility conditions or interoperability issue patterns, and provide supporting evidence and applicability boundaries. The data supports inductive reasoning training, reasoning SFT, and evaluation of interoperability analysis capabilities in the Open RAN domain.
Technical Specifications
| Field | Type | Description |
|---|---|---|
| question | string | A question asking the model to identify recurring compatibility conditions or interoperability issue patterns across the cases and explain the evidence and applicability boundaries. |
| case_inputs | array | One or more O-CU, O-DU, and O-RU interoperability cases used for pattern induction. |
| final_answer | string | A complete user-facing response that combines the inferred conclusion, supporting case evidence, and applicability boundaries. |
| recurring_pattern | string | A summary of the shared compatibility condition or interoperability issue pattern found across multiple cases. |
| supporting_evidence | array | Case identifiers and specific observations that support the inferred pattern. |
| applicability_boundary | string | The component combinations, interfaces, or software configurations to which the pattern applies, along with cases that cannot be inferred from it. |
Compliance Statement
| Authorization Type | CC-BY-NC-SA 4.0 (Attribution–NonCommercial–ShareAlike) |
| Commercial Use | Requires exclusive subscription or authorization contract (monthly or per-invocation charging) |
| Privacy and Anonymization | No PII, no real company names, simulated scenarios follow industry standards |
| Compliance System | Compliant with China's Data Security Law / EU GDPR / supports enterprise data access logs |