Triple

T12553273
Position Surface form Disambiguated ID Type / Status
Subject Steven Berkoff E300147 entity
Predicate familyName P18 FINISHED
Object Berkoff
Berkoff is the surname of Steven Berkoff, a prominent English actor, playwright, and theatre director known for his intense performance style and avant-garde adaptations.
 E990444 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: Berkoff | Statement: [Steven Berkoff, familyName, Berkoff]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Berkoff
Context triple: [Steven Berkoff, familyName, Berkoff]
  • A. Gambon
    Gambon is the surname of Sir Michael Gambon, the acclaimed Irish-English actor best known for portraying Albus Dumbledore in the Harry Potter film series.
  • B. Margolyes
    Margolyes is the surname of Miriam Margolyes, a renowned British-Australian actress and voice artist known for her work in film, television, and theatre.
  • C. Blamire
    Blamire is a character from the British sitcom "Last of the Summer Wine," originally part of the show's central trio before being succeeded by Foggy Dewhurst.
  • D. Barry Beckett
    Barry Beckett was an American keyboardist, producer, and influential member of the Muscle Shoals Rhythm Section who helped shape the sound of countless classic rock, soul, and R&B recordings.
  • E. Rufus Norris
    Rufus Norris is a British theatre and film director who has served as artistic director of London’s National Theatre.
  • 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: Berkoff
Triple: [Steven Berkoff, familyName, Berkoff]
Generated description
Berkoff is the surname of Steven Berkoff, a prominent English actor, playwright, and theatre director known for his intense performance style and avant-garde adaptations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Berkoff
Target entity description: Berkoff is the surname of Steven Berkoff, a prominent English actor, playwright, and theatre director known for his intense performance style and avant-garde adaptations.
  • A. Gambon
    Gambon is the surname of Sir Michael Gambon, the acclaimed Irish-English actor best known for portraying Albus Dumbledore in the Harry Potter film series.
  • B. Margolyes
    Margolyes is the surname of Miriam Margolyes, a renowned British-Australian actress and voice artist known for her work in film, television, and theatre.
  • C. Blamire
    Blamire is a character from the British sitcom "Last of the Summer Wine," originally part of the show's central trio before being succeeded by Foggy Dewhurst.
  • D. Barry Beckett
    Barry Beckett was an American keyboardist, producer, and influential member of the Muscle Shoals Rhythm Section who helped shape the sound of countless classic rock, soul, and R&B recordings.
  • E. Rufus Norris
    Rufus Norris is a British theatre and film director who has served as artistic director of London’s National Theatre.
  • 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_69d6ada707008190aaec1238117c9379 completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d9548444d081908f00cea1ce7032c7 completed April 10, 2026, 7:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69f65587524881908c933490bface976 completed May 2, 2026, 7:50 p.m.
NEDg Description generation batch_69f656f812bc8190a2a691285fc30e03 completed May 2, 2026, 7:56 p.m.
NED2 Entity disambiguation (via description) batch_69f657ea0c6c8190992a0101904e92f2 completed May 2, 2026, 8 p.m.
Created at: April 8, 2026, 9:58 p.m.