Triple

T452102
Position Surface form Disambiguated ID Type / Status
Subject Microsoft 365 E7151 entity
Predicate offersPlan P5640 FINISHED
Object Microsoft 365 Apps for business
Microsoft 365 Apps for business is a subscription-based productivity suite for small and medium-sized organizations that provides always up-to-date desktop and cloud versions of core Office applications like Word, Excel, PowerPoint, and Outlook without additional enterprise services.
 E7151 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 365 Apps for business | Statement: [Microsoft 365, offersPlan, Microsoft 365 Apps for business]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Microsoft 365 Apps for business
Context triple: [Microsoft 365, offersPlan, Microsoft 365 Apps for business]
  • A. Microsoft 365
    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. Skype for Business Online
    Skype for Business Online was Microsoft's cloud-based enterprise communication and collaboration service that provided messaging, meetings, and voice capabilities before being succeeded by Microsoft Teams.
  • C. Microsoft Teams
    Microsoft Teams is a collaboration and communication platform by Microsoft that provides chat, video conferencing, file sharing, and integration with other Microsoft 365 services for teams and organizations.
  • D. Dynamics 365
    Dynamics 365 is Microsoft’s cloud-based suite of integrated business applications that combines enterprise resource planning (ERP) and customer relationship management (CRM) capabilities.
  • E. Exchange Online
    Exchange Online is Microsoft’s cloud-based email and calendaring service that provides hosted Exchange server functionality as part of the Microsoft 365 suite.
  • 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 365 Apps for business
Triple: [Microsoft 365, offersPlan, Microsoft 365 Apps for business]
Generated description
Microsoft 365 Apps for business is a subscription-based productivity suite for small and medium-sized organizations that provides always up-to-date desktop and cloud versions of core Office applications like Word, Excel, PowerPoint, and Outlook without additional enterprise services.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Microsoft 365 Apps for business
Target entity description: Microsoft 365 Apps for business is a subscription-based productivity suite for small and medium-sized organizations that provides always up-to-date desktop and cloud versions of core Office applications like Word, Excel, PowerPoint, and Outlook without additional enterprise services.
  • 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. Skype for Business Online
    Skype for Business Online was Microsoft's cloud-based enterprise communication and collaboration service that provided messaging, meetings, and voice capabilities before being succeeded by Microsoft Teams.
  • C. Microsoft Teams
    Microsoft Teams is a collaboration and communication platform by Microsoft that provides chat, video conferencing, file sharing, and integration with other Microsoft 365 services for teams and organizations.
  • D. Dynamics 365
    Dynamics 365 is Microsoft’s cloud-based suite of integrated business applications that combines enterprise resource planning (ERP) and customer relationship management (CRM) capabilities.
  • E. Exchange Online
    Exchange Online is Microsoft’s cloud-based email and calendaring service that provides hosted Exchange server functionality as part of the Microsoft 365 suite.
  • F. None of above.

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_69a2e7e4676c81909ea0dbdecac0687c completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2ef854f7481909dc2207faf0327ec completed Feb. 28, 2026, 1:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69a467fbd288819086c1862900b80436 completed March 1, 2026, 4:23 p.m.
NEDg Description generation batch_69a4687f09ac8190ac5eef862ab69487 completed March 1, 2026, 4:25 p.m.
NED2 Entity disambiguation (via description) batch_69a46909e1a88190922642eb684cb336 completed March 1, 2026, 4:27 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.