Triple

T452104
Position Surface form Disambiguated ID Type / Status
Subject Microsoft 365 E7151 entity
Predicate offersPlan P5640 FINISHED
Object Microsoft 365 E5
Microsoft 365 E5 is a premium enterprise subscription suite that combines Office apps, advanced security, compliance, analytics, and voice capabilities for large organizations.
 E60539 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 E5 | Statement: [Microsoft 365, offersPlan, Microsoft 365 E5]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Microsoft 365 E5
Context triple: [Microsoft 365, offersPlan, Microsoft 365 E5]
  • A. Microsoft 365 E3
    Microsoft 365 E3 is a mid-tier enterprise subscription that bundles Office apps, cloud services, and advanced security and compliance features for business users.
  • B. 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.
  • C. Microsoft Defender for Office 365
    Microsoft Defender for Office 365 is a cloud-based email and collaboration security solution that protects Microsoft 365 users from phishing, malware, and other advanced threats.
  • D. 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.
  • E. 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.
  • 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 E5
Triple: [Microsoft 365, offersPlan, Microsoft 365 E5]
Generated description
Microsoft 365 E5 is a premium enterprise subscription suite that combines Office apps, advanced security, compliance, analytics, and voice capabilities for large organizations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Microsoft 365 E5
Target entity description: Microsoft 365 E5 is a premium enterprise subscription suite that combines Office apps, advanced security, compliance, analytics, and voice capabilities for large organizations.
  • A. Microsoft 365 E3
    Microsoft 365 E3 is a mid-tier enterprise subscription that bundles Office apps, cloud services, and advanced security and compliance features for business users.
  • B. 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.
  • C. Microsoft Defender for Office 365
    Microsoft Defender for Office 365 is a cloud-based email and collaboration security solution that protects Microsoft 365 users from phishing, malware, and other advanced threats.
  • D. 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.
  • E. 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.
  • 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_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_69a47119191c8190abc34782d36c1ff8 completed March 1, 2026, 5:02 p.m.
NEDg Description generation batch_69a4725272788190a8ed0874eecaeeb2 completed March 1, 2026, 5:07 p.m.
NED2 Entity disambiguation (via description) batch_69a4729edbb88190a4c509a964888203 completed March 1, 2026, 5:08 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.