Triple

T10427481
Position Surface form Disambiguated ID Type / Status
Subject Small Basic E245823 entity
Predicate developer P73 FINISHED
Object Microsoft DevLabs
Microsoft DevLabs is an experimental platform from Microsoft that showcases and tests early-stage developer tools and technologies.
 E862631 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 DevLabs | Statement: [Small Basic, developer, Microsoft DevLabs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Microsoft DevLabs
Context triple: [Small Basic, developer, Microsoft DevLabs]
  • A. Microsoft Fluent UI
    Microsoft Fluent UI is a collection of user interface frameworks and components from Microsoft that implement the Fluent Design System across web, desktop, and mobile applications.
  • B. Microsoft Research
    Microsoft Research is the research division of Microsoft, dedicated to advancing computer science and related fields through fundamental and applied research.
  • 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. Microsoft
    Microsoft is a multinational technology company best known for its Windows operating system, Office productivity suite, and Azure cloud computing platform.
  • E. Microsoft .NET team
    The Microsoft .NET team is the group at Microsoft responsible for developing, evolving, and supporting the .NET platform and its ecosystem of tools, libraries, and frameworks.
  • 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 DevLabs
Triple: [Small Basic, developer, Microsoft DevLabs]
Generated description
Microsoft DevLabs is an experimental platform from Microsoft that showcases and tests early-stage developer tools and technologies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Microsoft DevLabs
Target entity description: Microsoft DevLabs is an experimental platform from Microsoft that showcases and tests early-stage developer tools and technologies.
  • A. Microsoft Fluent UI
    Microsoft Fluent UI is a collection of user interface frameworks and components from Microsoft that implement the Fluent Design System across web, desktop, and mobile applications.
  • B. Microsoft Research
    Microsoft Research is the research division of Microsoft, dedicated to advancing computer science and related fields through fundamental and applied research.
  • 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. Microsoft
    Microsoft is a multinational technology company best known for its Windows operating system, Office productivity suite, and Azure cloud computing platform.
  • E. Microsoft .NET team
    The Microsoft .NET team is the group at Microsoft responsible for developing, evolving, and supporting the .NET platform and its ecosystem of tools, libraries, and frameworks.
  • 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_69d381bf3dc08190bf35a2643e4e8f22 completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4ea4a7dcc81909a830e08656a1c0c completed April 7, 2026, 11:28 a.m.
NED1 Entity disambiguation (via context triple) batch_69d7fc2b50b48190b1d5b29d19a240c2 completed April 9, 2026, 7:21 p.m.
NEDg Description generation batch_69d822d76f3481909f7c04be19414b14 completed April 9, 2026, 10:06 p.m.
NED2 Entity disambiguation (via description) batch_69d859fd8f0c8190b0fec880e1180e50 completed April 10, 2026, 2:01 a.m.
Created at: April 6, 2026, 12:12 p.m.