Triple
T9502746
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Apple Worldwide Developers Conference 2021 |
E229182
|
entity |
| Predicate | keynotePresenter |
P33706
|
FINISHED |
| Object | Tim Cook |
E21924
|
NE FINISHED |
How this triple was built (3 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: Tim Cook | Statement: [Apple Worldwide Developers Conference 2021, keynotePresenter, Tim Cook]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tim Cook Context triple: [Apple Worldwide Developers Conference 2021, keynotePresenter, Tim Cook]
-
A.
Tim Cook
chosen
Tim Cook is an American business executive best known for leading Apple Inc. as its chief executive, overseeing the company’s expansion in hardware, software, and services after the era of Steve Jobs.
-
B.
Scott Forstall
Scott Forstall is an American software engineer and former Apple executive best known for leading the development of iOS for the iPhone and iPad.
-
C.
Eddy Cue
Eddy Cue is a senior Apple executive best known for overseeing the company’s internet software and services, including iTunes, the App Store, and iCloud.
-
D.
Mark Hurd (former)
Mark Hurd was an American technology executive best known for serving as CEO of Hewlett-Packard and later as co-CEO of Oracle Corporation.
-
E.
John Chambers
John Chambers was an acclaimed American makeup artist best known for his groundbreaking prosthetic work on films like "Planet of the Apes," which earned him a special Academy Award.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: keynotePresenter Context triple: [Apple Worldwide Developers Conference 2021, keynotePresenter, Tim Cook]
-
A.
notablePresenter
Indicates that an entity is a distinguished or well-known presenter or host associated with another entity, such as an event, program, or work.
-
B.
openingKeynoteBy
chosen
Indicates that a particular person or entity is delivering the opening keynote for an event or conference.
-
C.
notableSpeakerType
Indicates the type or category of a person who is recognized as a notable or distinguished speaker in a given context.
-
D.
notableLecturer
Indicates that a person is recognized as a distinguished or prominent lecturer, often due to their expertise, impact, or reputation in giving lectures.
-
E.
ticketOfSpeaker
Indicates that a given ticket is associated with, or belongs to, a particular speaker.
- F. None of above.
Provenance (4 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_69ca847611c48190a28c028644198c75 |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cd983ea6048190a2d7924c8e6d1fbc |
completed | April 1, 2026, 10:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d13a10f7b08190b8e4d4bc3b9815c6 |
completed | April 4, 2026, 4:19 p.m. |
| PD | Predicate disambiguation | batch_69cca567ca448190bf4bcce8ce7dd54f |
completed | April 1, 2026, 4:56 a.m. |
Created at: March 30, 2026, 7:57 p.m.