Triple

T11656426
Position Surface form Disambiguated ID Type / Status
Subject Azure Hybrid Benefit E277021 entity
Predicate usageScope P5018 FINISHED
Object Azure infrastructure-as-a-service workloads E828325 NE FINISHED

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: Azure infrastructure-as-a-service workloads | Statement: [Azure Hybrid Benefit, usageScope, Azure infrastructure-as-a-service workloads]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Azure infrastructure-as-a-service workloads
Context triple: [Azure Hybrid Benefit, usageScope, Azure infrastructure-as-a-service workloads]
  • A. Azure workloads chosen
    Azure workloads are applications, services, and resources running in Microsoft Azure’s cloud environment, such as virtual machines, databases, and containers, that can be deployed, managed, and scaled on the Azure platform.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. Oracle Cloud Infrastructure
    Oracle Cloud Infrastructure is Oracle Corporation’s suite of cloud computing services that provides scalable compute, storage, networking, and platform capabilities for enterprise workloads.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: usageScope
Context triple: [Azure Hybrid Benefit, usageScope, Azure infrastructure-as-a-service workloads]
  • A. scopeOfUse chosen
    Indicates the range, context, or conditions under which something is intended, allowed, or applicable to be used.
  • B. availabilityScope
    Indicates the extent or context within which something is available, accessible, or applicable.
  • C. usageType
    Indicates the specific manner, purpose, or context in which something is used or intended to be used.
  • D. scopeType
    Indicates the specific range, level, or context within which a given relationship, rule, or action is defined or applies.
  • E. typicalScope
    Indicates the usual or expected range, extent, or domain within which something normally applies, operates, or is relevant.
  • F. None of above.

Provenance (4 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.
PD Predicate disambiguation batch_69d85ddc780481909a3bc63832fe2bd2 completed April 10, 2026, 2:18 a.m.
Created at: April 8, 2026, 9:39 p.m.