Triple

T8220708
Position Surface form Disambiguated ID Type / Status
Subject Windows Vista Enterprise E192050 entity
Predicate distributionModel P1486 FINISHED
Object Microsoft Volume Licensing
Microsoft Volume Licensing is a Microsoft program that provides customized, large-scale software licensing options for organizations, enabling them to deploy and manage Microsoft products across many devices and users.
E719156 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 Volume Licensing | Statement: [Windows Vista Enterprise, distributionModel, Microsoft Volume Licensing]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Microsoft Volume Licensing
Context triple: [Windows Vista Enterprise, distributionModel, Microsoft Volume Licensing]
  • A. Microsoft Office LTSC Professional Plus 2021
    Microsoft Office LTSC Professional Plus 2021 is a perpetual-license, enterprise-focused edition of Microsoft’s productivity suite that includes advanced versions of core apps like Word, Excel, PowerPoint, and Outlook for long-term servicing environments.
  • B. Microsoft LAN Manager
    Microsoft LAN Manager is an early Microsoft network operating system and file/print sharing server software for DOS and OS/2, used to provide LAN services in PC networks before the dominance of Windows NT.
  • C. Windows Enterprise E3
    Windows Enterprise E3 is a business-focused edition of the Windows operating system that provides advanced security, management, and productivity features for organizations.
  • D. Microsoft Plus! product line
    The Microsoft Plus! product line was a series of add-on enhancement packs for various versions of the Windows operating system, providing extra features, themes, and utilities beyond the base OS.
  • E. Microsoft Office
    Microsoft Office is a widely used suite of productivity applications developed by Microsoft, including programs for word processing, spreadsheets, presentations, email, and more.
  • 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 Volume Licensing
Triple: [Windows Vista Enterprise, distributionModel, Microsoft Volume Licensing]
Generated description
Microsoft Volume Licensing is a Microsoft program that provides customized, large-scale software licensing options for organizations, enabling them to deploy and manage Microsoft products across many devices and users.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Microsoft Volume Licensing
Target entity description: Microsoft Volume Licensing is a Microsoft program that provides customized, large-scale software licensing options for organizations, enabling them to deploy and manage Microsoft products across many devices and users.
  • A. Microsoft Office LTSC Professional Plus 2021
    Microsoft Office LTSC Professional Plus 2021 is a perpetual-license, enterprise-focused edition of Microsoft’s productivity suite that includes advanced versions of core apps like Word, Excel, PowerPoint, and Outlook for long-term servicing environments.
  • B. Microsoft LAN Manager
    Microsoft LAN Manager is an early Microsoft network operating system and file/print sharing server software for DOS and OS/2, used to provide LAN services in PC networks before the dominance of Windows NT.
  • C. Windows Enterprise E3
    Windows Enterprise E3 is a business-focused edition of the Windows operating system that provides advanced security, management, and productivity features for organizations.
  • D. Microsoft Plus! product line
    The Microsoft Plus! product line was a series of add-on enhancement packs for various versions of the Windows operating system, providing extra features, themes, and utilities beyond the base OS.
  • E. Microsoft Office
    Microsoft Office is a widely used suite of productivity applications developed by Microsoft, including programs for word processing, spreadsheets, presentations, email, and more.
  • 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_69ca82c9a8ac81908b011c38698456e4 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb77c782a8819086019ab6bac05749 completed March 31, 2026, 7:29 a.m.
NED1 Entity disambiguation (via context triple) batch_69ccee01ed9c819086bfc35e89f7bad8 completed April 1, 2026, 10:05 a.m.
NEDg Description generation batch_69ccf1bc720081908c4eabf58336318a completed April 1, 2026, 10:21 a.m.
NED2 Entity disambiguation (via description) batch_69cd05eaba1c81908510a20b1ca93821 completed April 1, 2026, 11:47 a.m.
Created at: March 30, 2026, 5:45 p.m.