Triple

T20453626
Position Surface form Disambiguated ID Type / Status
Subject Boiling Point E501717 entity
Predicate starring P1507 FINISHED
Object Izuka Hoyle
Izuka Hoyle is a Scottish actress and singer known for her work in film, television, and theatre, including roles in productions such as "Boiling Point" and the musical "Six."
E1431273 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: Izuka Hoyle | Statement: [Boiling Point, starring, Izuka Hoyle]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Izuka Hoyle
Context triple: [Boiling Point, starring, Izuka Hoyle]
  • A. Irie Jones
    Irie Jones is a central character in Zadie Smith’s novel "White Teeth," a British-Jamaican teenager navigating questions of identity, family, and belonging in multicultural London.
  • B. India Hicks
    India Hicks is a British designer, author, and former fashion model known for her lifestyle brand and for being a member of the extended British royal family.
  • C. Zelda Harris
    Zelda Harris is an American actress best known for her childhood roles in films such as Spike Lee’s "Crooklyn" and the basketball drama "He Got Game."
  • D. Aliyah McGraw
    Aliyah McGraw is a notable individual who shares the McGraw surname and has achieved recognition significant enough to be specifically cited as a bearer of the name.
  • E. Brandy Epps
    Brandy Epps is a recurring inmate character on the television series "Orange Is the New Black," known for her troubled past and volatile behavior.
  • 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: Izuka Hoyle
Triple: [Boiling Point, starring, Izuka Hoyle]
Generated description
Izuka Hoyle is a Scottish actress and singer known for her work in film, television, and theatre, including roles in productions such as "Boiling Point" and the musical "Six."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Izuka Hoyle
Target entity description: Izuka Hoyle is a Scottish actress and singer known for her work in film, television, and theatre, including roles in productions such as "Boiling Point" and the musical "Six."
  • A. Irie Jones
    Irie Jones is a central character in Zadie Smith’s novel "White Teeth," a British-Jamaican teenager navigating questions of identity, family, and belonging in multicultural London.
  • B. India Hicks
    India Hicks is a British designer, author, and former fashion model known for her lifestyle brand and for being a member of the extended British royal family.
  • C. Zelda Harris
    Zelda Harris is an American actress best known for her childhood roles in films such as Spike Lee’s "Crooklyn" and the basketball drama "He Got Game."
  • D. Aliyah McGraw
    Aliyah McGraw is a notable individual who shares the McGraw surname and has achieved recognition significant enough to be specifically cited as a bearer of the name.
  • E. Brandy Epps
    Brandy Epps is a recurring inmate character on the television series "Orange Is the New Black," known for her troubled past and volatile behavior.
  • 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_69e0b4ac0a1c81908845d0f8a56abce8 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e68d04ca4081909b428c31d16fca10 completed April 20, 2026, 8:31 p.m.
NED1 Entity disambiguation (via context triple) batch_6a08840caccc819082423d0dae166082 completed May 16, 2026, 2:49 p.m.
NEDg Description generation batch_6a08854ba1bc8190854e106993681272 completed May 16, 2026, 2:55 p.m.
NED2 Entity disambiguation (via description) batch_6a0886140858819088f0b09a9903dada completed May 16, 2026, 2:58 p.m.
Created at: April 16, 2026, 11:32 a.m.