Triple

T2105132
Position Surface form Disambiguated ID Type / Status
Subject Windows 7 E37174 entity
Predicate supports P516 FINISHED
Object DirectAccess (Enterprise and Ultimate)
DirectAccess (Enterprise and Ultimate) is a Windows 7 feature that provides seamless, always-on remote access to corporate networks without requiring traditional VPN connections.
 E233735 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: DirectAccess (Enterprise and Ultimate) | Statement: [Windows 7, supports, DirectAccess (Enterprise and Ultimate)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: DirectAccess (Enterprise and Ultimate)
Context triple: [Windows 7, supports, DirectAccess (Enterprise and Ultimate)]
  • A. Express Edition
    Express Edition is the free, lightweight edition of Microsoft SQL Server designed for small-scale applications, learning, and development.
  • B. 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.
  • C. Enterprise Edition
    Enterprise Edition is the high-end, feature-rich edition of Microsoft SQL Server designed for large-scale, mission-critical database applications and advanced analytics.
  • D. DirectStorage
    DirectStorage is a Microsoft API designed to dramatically speed up game asset loading by enabling high-bandwidth, low-latency data streaming from NVMe storage directly to the GPU.
  • E. Excel Professional Plus editions
    Excel Professional Plus editions are advanced versions of Microsoft Excel included in higher-tier Office suites, offering enhanced business, data analysis, and enterprise features beyond the standard editions.
  • 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: DirectAccess (Enterprise and Ultimate)
Triple: [Windows 7, supports, DirectAccess (Enterprise and Ultimate)]
Generated description
DirectAccess (Enterprise and Ultimate) is a Windows 7 feature that provides seamless, always-on remote access to corporate networks without requiring traditional VPN connections.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: DirectAccess (Enterprise and Ultimate)
Target entity description: DirectAccess (Enterprise and Ultimate) is a Windows 7 feature that provides seamless, always-on remote access to corporate networks without requiring traditional VPN connections.
  • A. Express Edition
    Express Edition is the free, lightweight edition of Microsoft SQL Server designed for small-scale applications, learning, and development.
  • B. 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.
  • C. Enterprise Edition
    Enterprise Edition is the high-end, feature-rich edition of Microsoft SQL Server designed for large-scale, mission-critical database applications and advanced analytics.
  • D. DirectStorage
    DirectStorage is a Microsoft API designed to dramatically speed up game asset loading by enabling high-bandwidth, low-latency data streaming from NVMe storage directly to the GPU.
  • E. Excel Professional Plus editions
    Excel Professional Plus editions are advanced versions of Microsoft Excel included in higher-tier Office suites, offering enhanced business, data analysis, and enterprise features beyond the standard editions.
  • 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_69a8861828948190924aa30c08806b3a completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69abbadcd4a081909d60b9b241950335 completed March 7, 2026, 5:42 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae306bee8881908c62306fb1f6aea1 completed March 9, 2026, 2:29 a.m.
NEDg Description generation batch_69ae30e1c7488190acd6d29c5ad10c33 completed March 9, 2026, 2:30 a.m.
NED2 Entity disambiguation (via description) batch_69ae316398488190b9dd38145d5488b4 completed March 9, 2026, 2:33 a.m.
Created at: March 4, 2026, 7:43 p.m.