Triple

T11656432

Position	Surface form	Disambiguated ID	Type / Status
Subject	Azure Hybrid Benefit	`E277021`	entity
Predicate	canBeCombinedWith	`P4791`	FINISHED
Object	Azure Reserved Virtual Machine Instances Azure Reserved Virtual Machine Instances are discounted, long-term commitment options for running virtual machines in Microsoft Azure that help reduce compute costs compared to pay-as-you-go pricing.	`E937645`	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 Reserved Virtual Machine Instances | Statement: [Azure Hybrid Benefit, canBeCombinedWith, Azure Reserved Virtual Machine Instances]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Azure Reserved Virtual Machine Instances
Context triple: [Azure Hybrid Benefit, canBeCombinedWith, Azure Reserved Virtual Machine Instances]

A. Microsoft Azure Virtual Machines
Microsoft Azure Virtual Machines is a cloud computing service that provides scalable, on-demand virtual servers for running applications and workloads on Microsoft's Azure platform.
B. 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.
C. Azure Resource Manager
Azure Resource Manager is the deployment and management service for Microsoft Azure that provides a consistent way to create, update, and manage cloud resources through templates, APIs, and role-based access control.
D. Azure Container Instances
Azure Container Instances is a Microsoft Azure service that lets you run Docker containers on demand in a fully managed, serverless environment without needing to provision or manage virtual machines.
E. 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.
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 Reserved Virtual Machine Instances
Triple: [Azure Hybrid Benefit, canBeCombinedWith, Azure Reserved Virtual Machine Instances]

Generated description

Azure Reserved Virtual Machine Instances are discounted, long-term commitment options for running virtual machines in Microsoft Azure that help reduce compute costs compared to pay-as-you-go pricing.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Azure Reserved Virtual Machine Instances
Target entity description: Azure Reserved Virtual Machine Instances are discounted, long-term commitment options for running virtual machines in Microsoft Azure that help reduce compute costs compared to pay-as-you-go pricing.

A. Microsoft Azure Virtual Machines
Microsoft Azure Virtual Machines is a cloud computing service that provides scalable, on-demand virtual servers for running applications and workloads on Microsoft's Azure platform.
B. 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.
C. Azure Resource Manager
Azure Resource Manager is the deployment and management service for Microsoft Azure that provides a consistent way to create, update, and manage cloud resources through templates, APIs, and role-based access control.
D. Azure Container Instances
Azure Container Instances is a Microsoft Azure service that lets you run Docker containers on demand in a fully managed, serverless environment without needing to provision or manage virtual machines.
E. 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.
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_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.
NEDg	Description generation	`batch_69eeb315ebc48190a0f6ff0dc8afd462`	completed	April 27, 2026, 12:51 a.m.
NED2	Entity disambiguation (via description)	`batch_69eecd954b348190bf2f3ad66acbf1b7`	completed	April 27, 2026, 2:44 a.m.

Created at: April 8, 2026, 9:39 p.m.