Triple

T2554990
Position Surface form Disambiguated ID Type / Status
Subject Azure Active Directory E56711 entity
Predicate partOf P40 FINISHED
Object 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.
E280156 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 Entra | Statement: [Azure Active Directory, partOf, Microsoft Entra]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Microsoft Entra
Context triple: [Azure Active Directory, partOf, Microsoft Entra]
  • A. Azure Active Directory
    Azure Active Directory is Microsoft’s cloud-based identity and access management service that provides authentication, single sign-on, and directory services for users, applications, and resources.
  • B. Microsoft Authenticator app
    The Microsoft Authenticator app is a mobile security application that provides multi-factor authentication and passwordless sign-in for Microsoft and other online accounts.
  • C. Intune
    Intune is Microsoft’s cloud-based endpoint management and mobile device management (MDM) service used to securely manage users’ devices, apps, and policies across an organization.
  • D. Microsoft account
    A Microsoft account is a single sign-in user identity used to access Microsoft's online services and products, including Windows, Office, Xbox, OneDrive, and more.
  • E. 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.
  • 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 Entra
Triple: [Azure Active Directory, partOf, Microsoft Entra]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Microsoft Entra
Target entity description: 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.
  • A. Azure Active Directory
    Azure Active Directory is Microsoft’s cloud-based identity and access management service that provides authentication, single sign-on, and directory services for users, applications, and resources.
  • B. Microsoft Authenticator app
    The Microsoft Authenticator app is a mobile security application that provides multi-factor authentication and passwordless sign-in for Microsoft and other online accounts.
  • C. Intune
    Intune is Microsoft’s cloud-based endpoint management and mobile device management (MDM) service used to securely manage users’ devices, apps, and policies across an organization.
  • D. Microsoft account
    A Microsoft account is a single sign-in user identity used to access Microsoft's online services and products, including Windows, Office, Xbox, OneDrive, and more.
  • E. 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.
  • 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_69abd30d20e081908587c76064573150 completed March 7, 2026, 7:26 a.m.
NED1 Entity disambiguation (via context triple) batch_69af655c8d7c8190bef109b10d04464f completed March 10, 2026, 12:27 a.m.
NEDg Description generation batch_69af6626136881909bb1f7dd35ac3e93 completed March 10, 2026, 12:30 a.m.
NED2 Entity disambiguation (via description) batch_69af69fa2bb081909ae463407cd4dd04 completed March 10, 2026, 12:46 a.m.
Created at: March 6, 2026, 9:48 p.m.