Triple

T11654804
Position Surface form Disambiguated ID Type / Status
Subject Azure Dev Tools for Teaching E276989 entity
Predicate formerlyKnownAs P65 FINISHED
Object Microsoft Imagine
Microsoft Imagine was an academic program by Microsoft that provided students and educators with free or discounted access to professional developer and design tools, later rebranded as Azure Dev Tools for Teaching.
 E937608 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 Imagine | Statement: [Azure Dev Tools for Teaching, formerlyKnownAs, Microsoft Imagine]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Microsoft Imagine
Context triple: [Azure Dev Tools for Teaching, formerlyKnownAs, Microsoft Imagine]
  • A. Microsoft
    Microsoft is a multinational technology company best known for its Windows operating system, Office productivity suite, and Azure cloud computing platform.
  • B. Microsoft DevLabs
    Microsoft DevLabs is an experimental platform from Microsoft that showcases and tests early-stage developer tools and technologies.
  • C. Microsoft Fresh Paint
    Microsoft Fresh Paint is a modern, touch-friendly painting and drawing app for Windows that simulates realistic brushes and media for digital art creation.
  • D. Microsoft Auto
    Microsoft Auto is an embedded automotive software platform developed by Microsoft to power in-car infotainment and navigation systems.
  • E. Microsoft Research
    Microsoft Research is the research division of Microsoft, dedicated to advancing computer science and related fields through fundamental and applied research.
  • 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 Imagine
Triple: [Azure Dev Tools for Teaching, formerlyKnownAs, Microsoft Imagine]
Generated description
Microsoft Imagine was an academic program by Microsoft that provided students and educators with free or discounted access to professional developer and design tools, later rebranded as Azure Dev Tools for Teaching.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Microsoft Imagine
Target entity description: Microsoft Imagine was an academic program by Microsoft that provided students and educators with free or discounted access to professional developer and design tools, later rebranded as Azure Dev Tools for Teaching.
  • A. Microsoft
    Microsoft is a multinational technology company best known for its Windows operating system, Office productivity suite, and Azure cloud computing platform.
  • B. Microsoft DevLabs
    Microsoft DevLabs is an experimental platform from Microsoft that showcases and tests early-stage developer tools and technologies.
  • C. Microsoft Fresh Paint
    Microsoft Fresh Paint is a modern, touch-friendly painting and drawing app for Windows that simulates realistic brushes and media for digital art creation.
  • D. Microsoft Auto
    Microsoft Auto is an embedded automotive software platform developed by Microsoft to power in-car infotainment and navigation systems.
  • E. Microsoft Research
    Microsoft Research is the research division of Microsoft, dedicated to advancing computer science and related fields through fundamental and applied research.
  • 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_69d6aafbb3c081908a9cdb4ecb8d981d completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d8a3cee010819089cffdbefe5a6efb completed April 10, 2026, 7:16 a.m.
NED1 Entity disambiguation (via context triple) batch_69ee88166900819095063f045be44bed completed April 26, 2026, 9:48 p.m.
NEDg Description generation batch_69eeb315ebc48190a0f6ff0dc8afd462 completed April 27, 2026, 12:51 a.m.
NED2 Entity disambiguation (via description) batch_69eecd954b348190bf2f3ad66acbf1b7 completed April 27, 2026, 2:44 a.m.
Created at: April 8, 2026, 9:39 p.m.