Triple

T7934136
Position Surface form Disambiguated ID Type / Status
Subject Microsoft APIs E184248 entity
Predicate includes P1393 FINISHED
Object Azure SDKs
Azure SDKs are Microsoft-provided software development kits that enable developers to build, manage, and integrate applications with Azure cloud services across multiple programming languages and platforms.
E697209 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 SDKs | Statement: [Microsoft APIs, includes, Azure SDKs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Azure SDKs
Context triple: [Microsoft APIs, includes, Azure SDKs]
  • A. 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.
  • 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. Azure CLI
    Azure CLI is a cross-platform command-line tool for managing and automating Microsoft Azure resources and services.
  • D. Azure Cloud Shell
    Azure Cloud Shell is a browser-based, authenticated shell environment in the Azure portal that lets users manage Azure resources using tools like PowerShell and Bash without local installation.
  • E. AWS SDKs
    AWS SDKs are language-specific software development kits that enable developers to programmatically interact with and manage AWS services through familiar APIs.
  • 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 SDKs
Triple: [Microsoft APIs, includes, Azure SDKs]
Generated description
Azure SDKs are Microsoft-provided software development kits that enable developers to build, manage, and integrate applications with Azure cloud services across multiple programming languages and platforms.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Azure SDKs
Target entity description: Azure SDKs are Microsoft-provided software development kits that enable developers to build, manage, and integrate applications with Azure cloud services across multiple programming languages and platforms.
  • A. 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.
  • 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. Azure CLI
    Azure CLI is a cross-platform command-line tool for managing and automating Microsoft Azure resources and services.
  • D. Azure Cloud Shell
    Azure Cloud Shell is a browser-based, authenticated shell environment in the Azure portal that lets users manage Azure resources using tools like PowerShell and Bash without local installation.
  • E. AWS SDKs
    AWS SDKs are language-specific software development kits that enable developers to programmatically interact with and manage AWS services through familiar APIs.
  • 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_69ca8290c21c8190906a5ca6fe2b03c4 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb3aeb132c8190bea4906aaf51b869 completed March 31, 2026, 3:09 a.m.
NED1 Entity disambiguation (via context triple) batch_69cb5c041e588190bfbf251ed88d5bcd completed March 31, 2026, 5:30 a.m.
NEDg Description generation batch_69cb5f22f89c8190a98208bf096a2427 completed March 31, 2026, 5:44 a.m.
NED2 Entity disambiguation (via description) batch_69cb76d2dff8819085ad9e10baad1537 completed March 31, 2026, 7:25 a.m.
Created at: March 30, 2026, 5:08 p.m.