Triple

T8703901
Position Surface form Disambiguated ID Type / Status
Subject Microsoft 365 Education E206597 entity
Predicate offersPlan P5640 FINISHED
Object Microsoft 365 A5
Microsoft 365 A5 is a premium education-focused subscription that bundles advanced security, compliance, analytics, and full Office applications and services for schools and academic institutions.
E751435 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 A5 | Statement: [Microsoft 365 Education, offersPlan, Microsoft 365 A5]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Microsoft 365 A5
Context triple: [Microsoft 365 Education, offersPlan, Microsoft 365 A5]
  • A. Microsoft 365 E1
    Microsoft 365 E1 is an enterprise cloud productivity suite from Microsoft that provides business-class email, collaboration, and web-based Office apps with enterprise-grade security and compliance features.
  • 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 365 F1
    Microsoft 365 F1 is an entry-level Microsoft subscription plan designed to provide frontline and firstline workers with essential cloud-based productivity, communication, and security tools.
  • D. 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.
  • E. Microsoft 365 Business Standard
    Microsoft 365 Business Standard is a subscription plan for small and medium-sized businesses that provides access to Office desktop apps, cloud services, and collaboration tools.
  • 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 A5
Triple: [Microsoft 365 Education, offersPlan, Microsoft 365 A5]
Generated description
Microsoft 365 A5 is a premium education-focused subscription that bundles advanced security, compliance, analytics, and full Office applications and services for schools and academic institutions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Microsoft 365 A5
Target entity description: Microsoft 365 A5 is a premium education-focused subscription that bundles advanced security, compliance, analytics, and full Office applications and services for schools and academic institutions.
  • A. Microsoft 365 E1
    Microsoft 365 E1 is an enterprise cloud productivity suite from Microsoft that provides business-class email, collaboration, and web-based Office apps with enterprise-grade security and compliance features.
  • 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 365 F1
    Microsoft 365 F1 is an entry-level Microsoft subscription plan designed to provide frontline and firstline workers with essential cloud-based productivity, communication, and security tools.
  • D. 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.
  • E. Microsoft 365 Business Standard
    Microsoft 365 Business Standard is a subscription plan for small and medium-sized businesses that provides access to Office desktop apps, cloud services, and collaboration tools.
  • 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_69ca835645e881908f00e3c8b51da81d completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc58fa0a208190a520e0e1f7faaea9 completed March 31, 2026, 11:30 p.m.
NED1 Entity disambiguation (via context triple) batch_69cef41e3ec08190b29adf483cdf8cc3 completed April 2, 2026, 10:56 p.m.
NEDg Description generation batch_69cef68b33948190a259870e320da5e5 completed April 2, 2026, 11:06 p.m.
NED2 Entity disambiguation (via description) batch_69cef6fb42e48190b09d49d3a2fee4ae completed April 2, 2026, 11:08 p.m.
Created at: March 30, 2026, 6:34 p.m.