Triple

T21568073
Position Surface form Disambiguated ID Type / Status
Subject Microsoft Productivity and Business Processes segment E532211 entity
Predicate integratesWith P1075 FINISHED
Object Microsoft Intelligent Cloud segment — NE NERFINISHED

How this triple was built (3 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Microsoft Intelligent Cloud segment | Statement: [Microsoft Productivity and Business Processes segment, integratesWith, Microsoft Intelligent Cloud segment]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Microsoft Intelligent Cloud segment
Context triple: [Microsoft Productivity and Business Processes segment, integratesWith, Microsoft Intelligent Cloud segment]
  • A. Microsoft Cloud
    Microsoft Cloud is Microsoft's comprehensive suite of cloud computing services, including infrastructure, platform, and software solutions delivered via Azure, Microsoft 365, Dynamics 365, and related technologies.
  • B. Microsoft productivity and business processes segment
    The Microsoft productivity and business processes segment is a major division of Microsoft that includes products and services like Office, Microsoft 365, LinkedIn, and Dynamics 365, focused on enhancing workplace collaboration and business operations.
  • C. Cloud Intelligence Group
    Cloud Intelligence Group is Alibaba Group’s cloud computing and artificial intelligence arm, providing cloud infrastructure, data intelligence, and related digital services.
  • D. Microsoft Azure core platform teams
    Microsoft Azure core platform teams are the engineering groups responsible for designing, building, and maintaining the foundational cloud infrastructure and services that underpin the Azure ecosystem.
  • E. Microsoft Purview compliance solutions
    Microsoft Purview compliance solutions are a suite of tools and services that help organizations manage data governance, information protection, risk, and regulatory compliance across their Microsoft 365 environment and beyond.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Microsoft Intelligent Cloud segment
Target entity description: The Microsoft Intelligent Cloud segment is a major business division of Microsoft that focuses on cloud computing services and infrastructure, including platforms like Azure and related enterprise solutions.
  • A. Microsoft Cloud chosen
    Microsoft Cloud is Microsoft's comprehensive suite of cloud computing services, including infrastructure, platform, and software solutions delivered via Azure, Microsoft 365, Dynamics 365, and related technologies.
  • B. Microsoft productivity and business processes segment
    The Microsoft productivity and business processes segment is a major division of Microsoft that includes products and services like Office, Microsoft 365, LinkedIn, and Dynamics 365, focused on enhancing workplace collaboration and business operations.
  • C. Cloud Intelligence Group
    Cloud Intelligence Group is Alibaba Group’s cloud computing and artificial intelligence arm, providing cloud infrastructure, data intelligence, and related digital services.
  • D. Microsoft Azure core platform teams
    Microsoft Azure core platform teams are the engineering groups responsible for designing, building, and maintaining the foundational cloud infrastructure and services that underpin the Azure ecosystem.
  • E. Microsoft Purview compliance solutions
    Microsoft Purview compliance solutions are a suite of tools and services that help organizations manage data governance, information protection, risk, and regulatory compliance across their Microsoft 365 environment and beyond.
  • F. None of above.

Provenance (2 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69e0c460db088190828c64206a450273 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69eee9cad95c8190ab165ced6f242302 completed April 27, 2026, 4:44 a.m.
Created at: April 16, 2026, 6:30 p.m.