Triple

T17517061
Position Surface form Disambiguated ID Type / Status
Subject Jim Hugunin E426594 entity
Predicate spokeAt P10206 FINISHED
Object Microsoft Professional Developers Conference
The Microsoft Professional Developers Conference was a major, now-discontinued Microsoft event where developers gathered to learn about upcoming technologies, platforms, and tools directly from the company’s engineers and leaders.
 E1273139 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 Professional Developers Conference | Statement: [Jim Hugunin, spokeAt, Microsoft Professional Developers Conference]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Microsoft Professional Developers Conference
Context triple: [Jim Hugunin, spokeAt, Microsoft Professional Developers Conference]
  • A. Microsoft Ignite 2021
    Microsoft Ignite 2021 was a major virtual developer and IT conference by Microsoft that showcased new productivity, cloud, and collaboration innovations, including the debut of Loop components.
  • B. Gathering of Developers
    Gathering of Developers was an American video game publishing company known for supporting independent and PC-focused game developers in the late 1990s and early 2000s.
  • C. Microsoft Build 2017
    Microsoft Build 2017 was Microsoft's annual developer conference where the company unveiled major platform updates and design initiatives, including the introduction of the Fluent Design System.
  • D. IBM THINK conference
    The IBM THINK conference is IBM’s flagship annual technology and business event that showcases innovations in cloud, AI, and enterprise solutions for IT and business leaders.
  • E. Apple Worldwide Developers Conference
    Apple Worldwide Developers Conference is Apple Inc.’s annual conference where the company unveils new software platforms, tools, and technologies to developers through keynotes and technical sessions.
  • 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 Professional Developers Conference
Triple: [Jim Hugunin, spokeAt, Microsoft Professional Developers Conference]
Generated description
The Microsoft Professional Developers Conference was a major, now-discontinued Microsoft event where developers gathered to learn about upcoming technologies, platforms, and tools directly from the company’s engineers and leaders.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Microsoft Professional Developers Conference
Target entity description: The Microsoft Professional Developers Conference was a major, now-discontinued Microsoft event where developers gathered to learn about upcoming technologies, platforms, and tools directly from the company’s engineers and leaders.
  • A. Microsoft Ignite 2021
    Microsoft Ignite 2021 was a major virtual developer and IT conference by Microsoft that showcased new productivity, cloud, and collaboration innovations, including the debut of Loop components.
  • B. Gathering of Developers
    Gathering of Developers was an American video game publishing company known for supporting independent and PC-focused game developers in the late 1990s and early 2000s.
  • C. Microsoft Build 2017
    Microsoft Build 2017 was Microsoft's annual developer conference where the company unveiled major platform updates and design initiatives, including the introduction of the Fluent Design System.
  • D. IBM THINK conference
    The IBM THINK conference is IBM’s flagship annual technology and business event that showcases innovations in cloud, AI, and enterprise solutions for IT and business leaders.
  • E. Apple Worldwide Developers Conference
    Apple Worldwide Developers Conference is Apple Inc.’s annual conference where the company unveils new software platforms, tools, and technologies to developers through keynotes and technical sessions.
  • 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_69d889dd9164819087b1dc3c9240c870 completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e452615a8481909974e9855ea7a8e4 completed April 19, 2026, 3:56 a.m.
NED1 Entity disambiguation (via context triple) batch_6a01c9408a188190b03fd6c83b743995 completed May 11, 2026, 12:19 p.m.
NEDg Description generation batch_6a01caa08fd08190bafa8e8acce9b0a5 completed May 11, 2026, 12:25 p.m.
NED2 Entity disambiguation (via description) batch_6a01cafa20a8819084aaa2f6d28e918d completed May 11, 2026, 12:26 p.m.
Created at: April 10, 2026, 5:49 a.m.