Triple

T425466
Position Surface form Disambiguated ID Type / Status
Subject Apple M2 E8197 entity
Predicate announcedAtEvent P430 FINISHED
Object Apple WWDC 2022
Apple WWDC 2022 was Apple’s annual developer conference where the company unveiled major software updates across its platforms and introduced new hardware including the M2 chip.
 E53637 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: Apple WWDC 2022 | Statement: [Apple M2, announcedAtEvent, Apple WWDC 2022]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Apple WWDC 2022
Context triple: [Apple M2, announcedAtEvent, Apple WWDC 2022]
  • A. Apple Worldwide Developers Conference 2020
    Apple Worldwide Developers Conference 2020 was Apple's first fully virtual WWDC event, notable for major software updates and the landmark transition announcement from Intel processors to custom Apple silicon for Macs.
  • B. Macworld Conference & Expo 2006
    Macworld Conference & Expo 2006 was a major Apple-focused trade show and keynote event where Apple unveiled significant new products and technologies to the public.
  • C. visionOS
    visionOS is Apple’s mixed-reality operating system designed for spatial computing on Apple Vision Pro, integrating 3D interfaces, gesture and eye tracking, and immersive app experiences.
  • D. Macworld Conference & Expo 2000
    Macworld Conference & Expo 2000 was a major Apple-focused trade show and keynote event where Apple showcased significant new technologies and products to the public and developers.
  • E. Vision Pro
    Vision Pro is Apple’s high-end mixed reality headset that blends augmented and virtual reality experiences using advanced displays, sensors, and custom Apple silicon.
  • 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: Apple WWDC 2022
Triple: [Apple M2, announcedAtEvent, Apple WWDC 2022]
Generated description
Apple WWDC 2022 was Apple’s annual developer conference where the company unveiled major software updates across its platforms and introduced new hardware including the M2 chip.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Apple WWDC 2022
Target entity description: Apple WWDC 2022 was Apple’s annual developer conference where the company unveiled major software updates across its platforms and introduced new hardware including the M2 chip.
  • A. Apple Worldwide Developers Conference 2020
    Apple Worldwide Developers Conference 2020 was Apple's first fully virtual WWDC event, notable for major software updates and the landmark transition announcement from Intel processors to custom Apple silicon for Macs.
  • B. Macworld Conference & Expo 2006
    Macworld Conference & Expo 2006 was a major Apple-focused trade show and keynote event where Apple unveiled significant new products and technologies to the public.
  • C. visionOS
    visionOS is Apple’s mixed-reality operating system designed for spatial computing on Apple Vision Pro, integrating 3D interfaces, gesture and eye tracking, and immersive app experiences.
  • D. Macworld Conference & Expo 2000
    Macworld Conference & Expo 2000 was a major Apple-focused trade show and keynote event where Apple showcased significant new technologies and products to the public and developers.
  • E. Vision Pro
    Vision Pro is Apple’s high-end mixed reality headset that blends augmented and virtual reality experiences using advanced displays, sensors, and custom Apple silicon.
  • 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_69a2e7f1d1bc81909cf2dc9754a3c334 completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2eed56ab481909eec289075496260 completed Feb. 28, 2026, 1:34 p.m.
NED1 Entity disambiguation (via context triple) batch_69a42a17403081909bcbbc0fdfdc25dc completed March 1, 2026, 11:59 a.m.
NEDg Description generation batch_69a42a8b49b88190864aa55f49916a87 completed March 1, 2026, 12:01 p.m.
NED2 Entity disambiguation (via description) batch_69a42b030ccc819086ae0c96ca1ba4a8 completed March 1, 2026, 12:03 p.m.
Created at: Feb. 28, 2026, 1:11 p.m.