Triple

T2556462
Position Surface form Disambiguated ID Type / Status
Subject Azure SQL Managed Instance E56739 entity
Predicate supports P516 FINISHED
Object 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.
E277021 NE FINISHED

How this triple was built (4 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: Azure Hybrid Benefit | Statement: [Azure SQL Managed Instance, supports, Azure Hybrid Benefit]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Azure Hybrid Benefit
Context triple: [Azure SQL Managed Instance, supports, Azure Hybrid Benefit]
  • 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. Azure Virtual Desktop
    Azure Virtual Desktop is a Microsoft cloud-based service that delivers virtualized Windows desktops and applications to users on nearly any device.
  • C. Azure
    Azure is Microsoft's cloud computing platform offering a wide range of services for building, deploying, and managing applications and infrastructure through Microsoft-managed data centers.
  • D. Azure Site Recovery
    Azure Site Recovery is a Microsoft Azure disaster recovery service that orchestrates and automates the replication, failover, and recovery of workloads to help ensure business continuity during outages.
  • E. Azure Security Center
    Azure Security Center is a cloud security management and threat protection service that helps monitor, harden, and defend workloads running in Microsoft Azure and hybrid environments.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Azure Hybrid Benefit
Triple: [Azure SQL Managed Instance, supports, Azure Hybrid Benefit]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Azure Hybrid Benefit
Target entity description: 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.
  • 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. Azure Virtual Desktop
    Azure Virtual Desktop is a Microsoft cloud-based service that delivers virtualized Windows desktops and applications to users on nearly any device.
  • C. Azure
    Azure is Microsoft's cloud computing platform offering a wide range of services for building, deploying, and managing applications and infrastructure through Microsoft-managed data centers.
  • D. Azure Site Recovery
    Azure Site Recovery is a Microsoft Azure disaster recovery service that orchestrates and automates the replication, failover, and recovery of workloads to help ensure business continuity during outages.
  • E. Azure Security Center
    Azure Security Center is a cloud security management and threat protection service that helps monitor, harden, and defend workloads running in Microsoft Azure and hybrid environments.
  • F. None of above. chosen

Provenance (5 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_69ab4a4bfec081908039988ec4c86e28 completed March 6, 2026, 9:42 p.m.
NER Named-entity recognition batch_69abd310b3a48190b275be13eb050e57 completed March 7, 2026, 7:26 a.m.
NED1 Entity disambiguation (via context triple) batch_69af5d1d937c8190ac6b7bb405a49c3c completed March 9, 2026, 11:51 p.m.
NEDg Description generation batch_69af5dc7ef4c81908581716c07dcae47 completed March 9, 2026, 11:54 p.m.
NED2 Entity disambiguation (via description) batch_69af5e66a39c81909a49c272cd595c84 completed March 9, 2026, 11:57 p.m.
Created at: March 6, 2026, 9:48 p.m.