5G Standalone (SA) Network Slicing Policy Reasoning Dataset

#policy reasoning #constraint consistency checking #session requirement analysis #5G SA network slicing management #subscription policy validation #network service configuration

5000
0.3GB
JSON
CATL
MOBIUSI INC

Updated:2026-11-05

AI Analysis & Value Prop

This question-answer text dataset represents 5G SA network slicing scenarios involving subscription information, session requirements, slicing policy conditions, and asserted slice selections or policy outcomes. Each example asks the model to assess whether a result follows from the supplied constraints and to provide the expected outcome or explain when the information is insufficient, with a concise rationale. It supports slicing policy validation, telecom logic reasoning, and reasoning-oriented supervised fine-tuning.

Dataset Insights

Sample Examples

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Technical Specifications

Field	Type	Description
file_name	string	File name
reasoning	string	A concise explanation connecting the subscription information, session requirements, and policy conditions to the consistency judgment and corrected result.
input_case	string	The source text containing subscription information, session requirements, slicing policy conditions, any asserted slice or policy result, and the question to answer.
is_consistent	boolean	Whether the asserted slice selection or policy result is consistent with the supplied constraints. Set to false when the information is insufficient to establish consistency.
corrected_result	string	The expected slice selection or policy outcome under the supplied constraints, or a brief statement that it cannot be determined.
consistency_label	string	The derived classification indicating whether the asserted slice selection or policy result is consistent with the supplied constraints.

Compliance Statement

Authorization Type	Proprietary - Commercial AI Training License (No Redistribution)
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

Frequently Asked Questions

What does the dataset contain?: The dataset presents 5G SA network slicing cases as question-answer text. Examples cover subscription information, session requirements, policy conditions, an asserted result, and a question, with consistency judgments, expected outcomes, and reasoning explanations.

Which tasks is the dataset suited for?: It supports training for slice selection reasoning, policy outcome consistency checks, constraint analysis, and rationale generation. It can also help evaluate a model's ability to reason about network slicing business logic.

How is the data delivered, and what format does it use?: The data uses structured question-answer records with fields such as the input case, consistency label, Boolean consistency value, corrected result, and reasoning. Check the product listing or provider's delivery notes for availability and file formats.

What are the dataset's licensing terms?: Permitted use, commercial rights, and redistribution restrictions depend on the applicable product license. Review the license terms before use and confirm that the data meets your project's governance and compliance requirements.

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Cite this Work

@dataset{Mobiusi2026,
  title={5G Standalone (SA) Network Slicing Policy Reasoning Dataset},
  author={MOBIUSI INC},
  year={2026},
  url={https://www.mobiusi.com/datasets/3a80b4ddfd26b8a1242e7c6127a6ff8c},
  urldate={2026-10-19},
  keywords={5G SA dataset,network slicing data,slicing policy reasoning,5G core QA,network policy validation,logical reasoning data,reasoning SFT data,telecom training data},
  version={1.0}
}

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