Triple

T8645552
Position Surface form Disambiguated ID Type / Status
Subject Microsoft Cloud E204764 entity
Predicate includesService P1393 FINISHED
Object Microsoft Entra E280156 NE FINISHED

How this triple was built (2 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: [Microsoft Cloud, includesService, Microsoft Entra]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Microsoft Entra
Context triple: [Microsoft Cloud, includesService, Microsoft Entra]
  • A. Microsoft Entra chosen
    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.
  • B. 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.
  • C. 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.
  • 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 Defender for Identity
    Microsoft Defender for Identity is a cloud-based security solution that uses on-premises Active Directory signals to detect, investigate, and respond to advanced identity-based threats in enterprise environments.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69ca834ca1c88190a11ffb0200342fac completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc479999c881908c0c4e01c07d02d4 completed March 31, 2026, 10:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69cebc4883cc8190a6fb72005ca99512 completed April 2, 2026, 6:58 p.m.
Created at: March 30, 2026, 6:28 p.m.