Triple
T17568592
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Craig Federighi |
E427878
|
entity |
| Predicate | appearsIn |
P795
|
FINISHED |
| Object |
WWDC keynote presentations
WWDC keynote presentations are Apple’s annual developer conference showcases where the company unveils major software updates and new technologies to the public and developer community.
|
E920734
|
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: WWDC keynote presentations | Statement: [Craig Federighi, appearsIn, WWDC keynote presentations]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: WWDC keynote presentations Context triple: [Craig Federighi, appearsIn, WWDC keynote presentations]
-
A.
WWDC live streams
WWDC live streams are real-time online broadcasts of Apple's annual Worldwide Developers Conference sessions, keynotes, and events for remote viewers.
-
B.
WWDC 2016
WWDC 2016 was Apple’s annual developer conference where it unveiled major software updates across its platforms, including iOS 10, macOS Sierra, watchOS 3, and tvOS 10.
-
C.
WWDC 2019
WWDC 2019 was Apple’s annual developer conference in 2019, notable for major software announcements across its platforms and the unveiling of new developer technologies.
-
D.
WWDC 2024
WWDC 2024 is Apple’s annual Worldwide Developers Conference held in 2024, where the company showcases new software platforms, developer tools, and often previews upcoming technologies and products.
-
E.
WWDC 2023
WWDC 2023 was Apple’s annual developer conference where it unveiled major software updates and new platforms, including the introduction of its mixed-reality ecosystem.
- 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: WWDC keynote presentations Triple: [Craig Federighi, appearsIn, WWDC keynote presentations]
Generated description
WWDC keynote presentations are Apple’s annual developer conference showcases where the company unveils major software updates and new technologies to the public and developer community.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: WWDC keynote presentations Target entity description: WWDC keynote presentations are Apple’s annual developer conference showcases where the company unveils major software updates and new technologies to the public and developer community.
-
A.
WWDC live streams
chosen
WWDC live streams are real-time online broadcasts of Apple's annual Worldwide Developers Conference sessions, keynotes, and events for remote viewers.
-
B.
WWDC 2016
WWDC 2016 was Apple’s annual developer conference where it unveiled major software updates across its platforms, including iOS 10, macOS Sierra, watchOS 3, and tvOS 10.
-
C.
WWDC 2019
WWDC 2019 was Apple’s annual developer conference in 2019, notable for major software announcements across its platforms and the unveiling of new developer technologies.
-
D.
WWDC 2024
WWDC 2024 is Apple’s annual Worldwide Developers Conference held in 2024, where the company showcases new software platforms, developer tools, and often previews upcoming technologies and products.
-
E.
WWDC 2023
WWDC 2023 was Apple’s annual developer conference where it unveiled major software updates and new platforms, including the introduction of its mixed-reality ecosystem.
- F. None of above.
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_69d889e0385081908a04b66f4dd4bd0d |
completed | April 10, 2026, 5:25 a.m. |
| NER | Named-entity recognition | batch_69e4592f29d08190bc3de905d35af849 |
completed | April 19, 2026, 4:25 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a01dde400508190ab91b0ccfbffa726 |
completed | May 11, 2026, 1:47 p.m. |
| NEDg | Description generation | batch_6a01dfef61fc8190810d31c91195c205 |
completed | May 11, 2026, 1:55 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a01e0a5f2188190b4a8604d197c6ac8 |
completed | May 11, 2026, 1:59 p.m. |
Created at: April 10, 2026, 5:50 a.m.