Triple

T7858659
Position Surface form Disambiguated ID Type / Status
Subject Microsoft .NET documentation E182437 entity
Predicate hostedOn P16030 FINISHED
Object Microsoft Learn
Microsoft Learn is an online training and documentation platform by Microsoft that provides interactive learning paths, modules, and reference content for its technologies and services.
E700882 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 Learn | Statement: [Microsoft .NET documentation, hostedOn, Microsoft Learn]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Microsoft Learn
Context triple: [Microsoft .NET documentation, hostedOn, Microsoft Learn]
  • A. Microsoft Viva Learning
    Microsoft Viva Learning is a learning experience platform within Microsoft 365 that centralizes training content from various sources to support employee skill development and continuous learning.
  • B. LinkedIn Learning
    LinkedIn Learning is an online educational platform offering video-based courses in business, technology, and creative skills, integrated with LinkedIn for professional development and career growth.
  • C. Microsoft Docs
    Microsoft Docs is Microsoft's official online documentation platform that provides comprehensive technical references, guides, and tutorials for its languages, frameworks, and services.
  • D. AZ 101
    AZ 101 is a segment of Arizona’s Loop 101 freeway, a major beltway serving the Phoenix metropolitan area.
  • E. Microsoft Cloud
    Microsoft Cloud is Microsoft's comprehensive suite of cloud computing services, including infrastructure, platform, and software solutions delivered via Azure, Microsoft 365, Dynamics 365, and related technologies.
  • 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 Learn
Triple: [Microsoft .NET documentation, hostedOn, Microsoft Learn]
Generated description
Microsoft Learn is an online training and documentation platform by Microsoft that provides interactive learning paths, modules, and reference content for its technologies and services.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Microsoft Learn
Target entity description: Microsoft Learn is an online training and documentation platform by Microsoft that provides interactive learning paths, modules, and reference content for its technologies and services.
  • A. Microsoft Viva Learning
    Microsoft Viva Learning is a learning experience platform within Microsoft 365 that centralizes training content from various sources to support employee skill development and continuous learning.
  • B. LinkedIn Learning
    LinkedIn Learning is an online educational platform offering video-based courses in business, technology, and creative skills, integrated with LinkedIn for professional development and career growth.
  • C. Microsoft Docs
    Microsoft Docs is Microsoft's official online documentation platform that provides comprehensive technical references, guides, and tutorials for its languages, frameworks, and services.
  • D. AZ 101
    AZ 101 is a segment of Arizona’s Loop 101 freeway, a major beltway serving the Phoenix metropolitan area.
  • E. Microsoft Cloud
    Microsoft Cloud is Microsoft's comprehensive suite of cloud computing services, including infrastructure, platform, and software solutions delivered via Azure, Microsoft 365, Dynamics 365, and related technologies.
  • 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_69ca82887fd48190975896bf38c4596b completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb1a787c8c8190bcd9ed76cc7aa4c5 completed March 31, 2026, 12:51 a.m.
NED1 Entity disambiguation (via context triple) batch_69cb5b38d7e08190a3459d1e0c6f4c6d completed March 31, 2026, 5:27 a.m.
NEDg Description generation batch_69cb762fda2c81908ed508e12cabb938 completed March 31, 2026, 7:22 a.m.
NED2 Entity disambiguation (via description) batch_69cbbf706e888190bfd08d9d78945c49 completed March 31, 2026, 12:34 p.m.
Created at: March 30, 2026, 4:52 p.m.