Incident, Problem, and Known Error Relationship Consistency Dataset

#Cross-record consistency checking #Reference validation #Related-object matching #Resolution status conflict detection #IT service management #Problem management #Ticket auditing #Operations quality assessment

5560
0.3GB
JSON
CATL
MOBIUSI INC

Updated:2026-10-24

AI Analysis & Value Prop

This JSON dataset contains IT service management incident records, problem records, and known error entries, along with their cross-record references. It covers consistency issues such as missing references, mismatched related objects, and conflicting resolution statuses, supporting evaluation of a model's ability to detect relationship errors across records. Typical uses include problem record audits, operations workflow quality assessment, and consistency-checking evaluations.

Dataset Insights

Sample Examples

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Technical Specifications

Field	Type	Description
file_name	string	File name
assessment	object	Computed assessment of record references, association agreement, and status consistency.
source_records	object	Original incident, problem, and known error records supplied for consistency checking.

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?: It contains incident records, problem records, and known error entries, together with relationship information for consistency checks. Covered issues include missing references, mismatched related objects, and conflicting resolution statuses.

What format is the data provided in?: The data is structured as JSON and includes source records and consistency assessment results. It can be integrated into automated checks, model evaluations, and related data-processing workflows.

Which tasks is the dataset suitable for?: It can support IT service management problem-record audits, cross-record reference validation, relationship consistency checks, resolution status conflict detection, and automated model evaluation.

What are the dataset size and licensing terms?: The available information does not specify the record count or licensing terms. Refer to the product specifications and license agreement, and confirm that the terms fit your research or commercial use before using the data.

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Cite this Work

@dataset{Mobiusi2026,
  title={Incident, Problem, and Known Error Relationship Consistency Dataset},
  author={MOBIUSI INC},
  year={2026},
  url={https://www.mobiusi.com/datasets/3ccc91eea71522ab2a2c82ceafad489f},
  urldate={2026-10-22},
  keywords={IT service management dataset,problem management data,incident problem relationships,known error records,consistency checking data,cross-record reference validation,ticket quality assessment,JSON evaluation data},
  version={1.0}
}

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