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.