Triple
T4275485
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Apple Worldwide Developers Conference 2014 |
E97038
|
entity |
| Predicate | keynoteSpeaker |
P33706
|
FINISHED |
| Object |
Craig Federighi
Craig Federighi is Apple’s Senior Vice President of Software Engineering, known for leading the development of iOS and macOS and frequently presenting major features at Apple keynotes.
|
E427878
|
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: Craig Federighi | Statement: [Apple Worldwide Developers Conference 2014, keynoteSpeaker, Craig Federighi]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Craig Federighi Context triple: [Apple Worldwide Developers Conference 2014, keynoteSpeaker, Craig Federighi]
-
A.
Andy Hertzfeld
Andy Hertzfeld is a pioneering software engineer best known as a key member of the original Apple Macintosh development team and a co-creator of the Mac’s graphical user interface.
-
B.
Evan Czaplicki
Evan Czaplicki is a software engineer best known for designing and developing Elm, a functional programming language for building reliable web front-end applications.
-
C.
Joshua Topolsky
Joshua Topolsky is an American technology journalist and media entrepreneur best known as a co-founder and former editor-in-chief of The Verge and a prominent figure in online tech media.
-
D.
Jeff Pagliocca
Jeff Pagliocca is a basketball executive best known for serving as the general manager of the WNBA’s Chicago Sky.
-
E.
Marco Arment
Marco Arment is an American developer, writer, and podcaster best known as the creator of Instapaper and Overcast and as a co-founder of Tumblr.
- 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: Craig Federighi Triple: [Apple Worldwide Developers Conference 2014, keynoteSpeaker, Craig Federighi]
Generated description
Craig Federighi is Apple’s Senior Vice President of Software Engineering, known for leading the development of iOS and macOS and frequently presenting major features at Apple keynotes.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Craig Federighi Target entity description: Craig Federighi is Apple’s Senior Vice President of Software Engineering, known for leading the development of iOS and macOS and frequently presenting major features at Apple keynotes.
-
A.
Andy Hertzfeld
Andy Hertzfeld is a pioneering software engineer best known as a key member of the original Apple Macintosh development team and a co-creator of the Mac’s graphical user interface.
-
B.
Evan Czaplicki
Evan Czaplicki is a software engineer best known for designing and developing Elm, a functional programming language for building reliable web front-end applications.
-
C.
Joshua Topolsky
Joshua Topolsky is an American technology journalist and media entrepreneur best known as a co-founder and former editor-in-chief of The Verge and a prominent figure in online tech media.
-
D.
Jeff Pagliocca
Jeff Pagliocca is a basketball executive best known for serving as the general manager of the WNBA’s Chicago Sky.
-
E.
Marco Arment
Marco Arment is an American developer, writer, and podcaster best known as the creator of Instapaper and Overcast and as a co-founder of Tumblr.
- 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_69b34544be3c819084d1ab82d29f90c5 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b3501c35688190a7d15d904f15f968 |
completed | March 12, 2026, 11:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5b7b0b2ec819090ccf042917ae207 |
completed | March 14, 2026, 7:32 p.m. |
| NEDg | Description generation | batch_69b5b8ac37c88190ad2c6a8358e17554 |
completed | March 14, 2026, 7:36 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5b92eec8c81908c114238af39450f |
completed | March 14, 2026, 7:38 p.m. |
Created at: March 12, 2026, 11:07 p.m.