Triple
T8757228
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Apple Unleashed event |
E208100
|
entity |
| Predicate | featuredSpeaker |
P18995
|
FINISHED |
| Object |
Johny Srouji
Johny Srouji is Apple’s Senior Vice President of Hardware Technologies, renowned for leading the design and development of the company’s custom silicon chips such as the M1 and A-series processors.
|
E754636
|
NE FINISHED |
How this triple was built (5 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: Johny Srouji | Statement: [Apple Unleashed event, featuredSpeaker, Johny Srouji]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Johny Srouji Context triple: [Apple Unleashed event, featuredSpeaker, Johny Srouji]
-
A.
Eli Samaha
Eli Samaha is an American film producer known for financing and producing a range of Hollywood genre films, often through independent and mid-budget studio projects.
-
B.
Issa Kassis
Issa Kassis is a Palestinian politician who serves as the mayor of Ramallah, a major cultural and administrative center in the West Bank.
-
C.
Joseph Bishara
Joseph Bishara is an American composer and actor best known for creating the unsettling musical scores and portraying demonic entities in modern horror films such as those in The Conjuring and Insidious franchises.
-
D.
Andrew Sarlo
Andrew Sarlo is a music producer known for his work with indie and alternative artists such as Big Thief and Bon Iver.
-
E.
Karim Sanjabi
Karim Sanjabi was an influential Iranian nationalist politician, lawyer, and academic who became a leading figure of the National Front and a prominent opponent of the Pahlavi monarchy.
- 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: Johny Srouji Triple: [Apple Unleashed event, featuredSpeaker, Johny Srouji]
Generated description
Johny Srouji is Apple’s Senior Vice President of Hardware Technologies, renowned for leading the design and development of the company’s custom silicon chips such as the M1 and A-series processors.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Johny Srouji Target entity description: Johny Srouji is Apple’s Senior Vice President of Hardware Technologies, renowned for leading the design and development of the company’s custom silicon chips such as the M1 and A-series processors.
-
A.
Eli Samaha
Eli Samaha is an American film producer known for financing and producing a range of Hollywood genre films, often through independent and mid-budget studio projects.
-
B.
Issa Kassis
Issa Kassis is a Palestinian politician who serves as the mayor of Ramallah, a major cultural and administrative center in the West Bank.
-
C.
Joseph Bishara
Joseph Bishara is an American composer and actor best known for creating the unsettling musical scores and portraying demonic entities in modern horror films such as those in The Conjuring and Insidious franchises.
-
D.
Andrew Sarlo
Andrew Sarlo is a music producer known for his work with indie and alternative artists such as Big Thief and Bon Iver.
-
E.
Karim Sanjabi
Karim Sanjabi was an influential Iranian nationalist politician, lawyer, and academic who became a leading figure of the National Front and a prominent opponent of the Pahlavi monarchy.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: featuredSpeaker Context triple: [Apple Unleashed event, featuredSpeaker, Johny Srouji]
-
A.
notableSpeakerType
Indicates the type or category of a person who is recognized as a notable or distinguished speaker in a given context.
-
B.
primarySpeakers
chosen
Indicates the entities that are the main or most significant speakers associated with another entity (such as an event, recording, or language).
-
C.
speakerMP
Indicates that the subject is a Member of Parliament who holds or is identified with the role of Speaker (or a speaker-related parliamentary position).
-
D.
speakers
Indicates that one or more entities produce spoken language or vocal communication, typically addressing an audience or participating in a conversation.
-
E.
featuredCandidate
Indicates that a particular candidate is highlighted or given special prominence relative to others.
- F. None of above.
Provenance (6 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_69ca835cd6b08190bd7c63db92f53c86 |
completed | March 30, 2026, 2:06 p.m. |
| NER | Named-entity recognition | batch_69cc5ddabdc88190ba50ef1833a815d0 |
completed | March 31, 2026, 11:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cf4338c0f88190a1e3f7ef164b6c6d |
completed | April 3, 2026, 4:34 a.m. |
| NEDg | Description generation | batch_69cf452b237c8190958f7b42e9611e7b |
completed | April 3, 2026, 4:42 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cf45e6f4108190ac6955264b466abb |
completed | April 3, 2026, 4:45 a.m. |
| PD | Predicate disambiguation | batch_69cc5c1884bc8190a46e8308db31f7ab |
completed | March 31, 2026, 11:43 p.m. |
Created at: March 30, 2026, 6:40 p.m.