Triple

T11656430
Position Surface form Disambiguated ID Type / Status
Subject Azure Hybrid Benefit E277021 entity
Predicate isPartOf P10 FINISHED
Object Microsoft Volume Licensing benefits E719156 NE FINISHED

How this triple was built (2 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 Volume Licensing benefits | Statement: [Azure Hybrid Benefit, isPartOf, Microsoft Volume Licensing benefits]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Microsoft Volume Licensing benefits
Context triple: [Azure Hybrid Benefit, isPartOf, Microsoft Volume Licensing benefits]
  • A. Microsoft Volume Licensing chosen
    Microsoft Volume Licensing is a Microsoft program that provides customized, large-scale software licensing options for organizations, enabling them to deploy and manage Microsoft products across many devices and users.
  • B. Server and Client Access License
    Server and Client Access License is a Microsoft licensing model in which a server product requires both a server license and separate client access licenses (CALs) for each user or device that connects to it.
  • C. Microsoft Office LTSC Professional Plus 2021
    Microsoft Office LTSC Professional Plus 2021 is a perpetual-license, enterprise-focused edition of Microsoft’s productivity suite that includes advanced versions of core apps like Word, Excel, PowerPoint, and Outlook for long-term servicing environments.
  • D. Azure Hybrid Benefit
    Azure Hybrid Benefit is a Microsoft licensing program that lets customers use existing on-premises Windows Server and SQL Server licenses with Software Assurance to reduce costs when running workloads in Azure.
  • E. Microsoft Office 365 Apps for enterprise
    Microsoft Office 365 Apps for enterprise is a subscription-based suite of Microsoft’s premium productivity applications and services designed for business and organizational use, offering advanced features, cloud integration, and enterprise-grade security and management.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69d6aafbb3c081908a9cdb4ecb8d981d completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d8a3d0331481909682b2e504e4c9a0 completed April 10, 2026, 7:16 a.m.
NED1 Entity disambiguation (via context triple) batch_69ee88166900819095063f045be44bed completed April 26, 2026, 9:48 p.m.
Created at: April 8, 2026, 9:39 p.m.