Triple

T11653761
Position Surface form Disambiguated ID Type / Status
Subject Microsoft Graph API E276968 entity
Predicate hasSDK P82523 FINISHED
Object Microsoft Graph PowerShell SDK
Microsoft Graph PowerShell SDK is a PowerShell module that lets administrators and developers manage Microsoft 365 and other Microsoft cloud services by scripting against the Microsoft Graph API.
E937573 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: Microsoft Graph PowerShell SDK | Statement: [Microsoft Graph API, hasSDK, Microsoft Graph PowerShell SDK]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Microsoft Graph PowerShell SDK
Context triple: [Microsoft Graph API, hasSDK, Microsoft Graph PowerShell SDK]
  • A. Microsoft Graph API
    Microsoft Graph API is a unified RESTful endpoint from Microsoft that provides access to a wide range of Microsoft 365 and enterprise mobility services and data through a single programmable interface.
  • B. Azure Active Directory Graph API
    Azure Active Directory Graph API is a Microsoft service that provides programmatic access to Azure AD directory data and identity management features for applications and services.
  • C. Microsoft Entra
    Microsoft Entra is Microsoft’s unified identity and access management product family that secures access to applications, resources, and digital identities across cloud and hybrid environments.
  • D. Microsoft 365 admin center
    Microsoft 365 admin center is a web-based management portal where administrators configure, monitor, and manage users, services, security, and settings across a Microsoft 365 environment.
  • E. Microsoft Copilot
    Microsoft Copilot is an AI-powered assistant from Microsoft that integrates across Windows, Office, and other services to help users generate content, automate tasks, and retrieve information through natural language.
  • 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: Microsoft Graph PowerShell SDK
Triple: [Microsoft Graph API, hasSDK, Microsoft Graph PowerShell SDK]
Generated description
Microsoft Graph PowerShell SDK is a PowerShell module that lets administrators and developers manage Microsoft 365 and other Microsoft cloud services by scripting against the Microsoft Graph API.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Microsoft Graph PowerShell SDK
Target entity description: Microsoft Graph PowerShell SDK is a PowerShell module that lets administrators and developers manage Microsoft 365 and other Microsoft cloud services by scripting against the Microsoft Graph API.
  • A. Microsoft Graph API
    Microsoft Graph API is a unified RESTful endpoint from Microsoft that provides access to a wide range of Microsoft 365 and enterprise mobility services and data through a single programmable interface.
  • B. Azure Active Directory Graph API
    Azure Active Directory Graph API is a Microsoft service that provides programmatic access to Azure AD directory data and identity management features for applications and services.
  • C. Microsoft Entra
    Microsoft Entra is Microsoft’s unified identity and access management product family that secures access to applications, resources, and digital identities across cloud and hybrid environments.
  • D. Microsoft 365 admin center
    Microsoft 365 admin center is a web-based management portal where administrators configure, monitor, and manage users, services, security, and settings across a Microsoft 365 environment.
  • E. Microsoft Copilot
    Microsoft Copilot is an AI-powered assistant from Microsoft that integrates across Windows, Office, and other services to help users generate content, automate tasks, and retrieve information through natural language.
  • 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_69d8a2d01f9c8190849f252f22519550 completed April 10, 2026, 7:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69ee880eccc4819096e2b3305cdb3239 completed April 26, 2026, 9:47 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.