Triple

T11654170
Position Surface form Disambiguated ID Type / Status
Subject Loop workspaces E276975 entity
Predicate integratesWith P1075 FINISHED
Object Microsoft 365 ecosystem E7151 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 365 ecosystem | Statement: [Loop workspaces, integratesWith, Microsoft 365 ecosystem]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Microsoft 365 ecosystem
Context triple: [Loop workspaces, integratesWith, Microsoft 365 ecosystem]
  • A. Microsoft 365 chosen
    Microsoft 365 is a subscription-based suite of productivity and collaboration tools that combines Office applications with cloud services, security features, and device management.
  • B. Microsoft 365 Enterprise
    Microsoft 365 Enterprise is a subscription-based suite of advanced productivity, collaboration, security, and device management tools designed for large organizations and enterprises.
  • C. Microsoft Office 365 Apps for enterprise
    Microsoft Office 365 Apps for enterprise is a subscription-based suite of Microsoft’s premium productivity applications and services designed for business and organizational use, offering advanced features, cloud integration, and enterprise-grade security and management.
  • D. Microsoft Loop platform
    Microsoft Loop platform is a collaborative workspace solution from Microsoft that lets teams create, share, and synchronize flexible content components across Microsoft 365 apps in real time.
  • E. Microsoft Viva
    Microsoft Viva is an employee experience platform by Microsoft that integrates communication, learning, insights, and knowledge tools directly into Microsoft 365 and Teams to support employee engagement and productivity.
  • 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_69d6aafbb3c081908a9cdb4ecb8d981d completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d8a3cee010819089cffdbefe5a6efb completed April 10, 2026, 7:16 a.m.
NED1 Entity disambiguation (via context triple) batch_69f0191ced188190b79de079b6890221 completed April 28, 2026, 2:19 a.m.
Created at: April 8, 2026, 9:39 p.m.