Triple

T3389340
Position Surface form Disambiguated ID Type / Status
Subject A Very English Scandal E71379 entity
Predicate executiveProducer P7225 FINISHED
Object Graham Broadbent
Graham Broadbent is a British film and television producer known for acclaimed works such as "Three Billboards Outside Ebbing, Missouri" and "The Best Exotic Marigold Hotel."
E431626 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: Graham Broadbent | Statement: [A Very English Scandal, executiveProducer, Graham Broadbent]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Graham Broadbent
Context triple: [A Very English Scandal, executiveProducer, Graham Broadbent]
  • A. John Ales
    John Ales is an American actor known for his character roles in film and television, including a notable appearance in the comedy film "The Nutty Professor" (1996).
  • B. Ian Hanmore
    Ian Hanmore is a Scottish character actor known for his work in British film and television, including roles in series like Game of Thrones and Doctor Who.
  • C. Ken Stott
    Ken Stott is a Scottish actor known for his work in film, television, and theatre, including his role as the dwarf Balin in Peter Jackson’s Hobbit film trilogy.
  • D. Alec McCowen
    Alec McCowen was an acclaimed English actor known for his distinguished stage work with the Royal Shakespeare Company and notable film roles in productions such as "Henry V" (1989) and "Frenzy."
  • E. Mark Strong
    Mark Strong is a British actor known for his intense screen presence and frequent roles as complex villains or stern mentors in films such as "Kingsman," "Sherlock Holmes," and "Tinker Tailor Soldier Spy."
  • 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: Graham Broadbent
Triple: [A Very English Scandal, executiveProducer, Graham Broadbent]
Generated description
Graham Broadbent is a British film and television producer known for acclaimed works such as "Three Billboards Outside Ebbing, Missouri" and "The Best Exotic Marigold Hotel."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Graham Broadbent
Target entity description: Graham Broadbent is a British film and television producer known for acclaimed works such as "Three Billboards Outside Ebbing, Missouri" and "The Best Exotic Marigold Hotel."
  • A. John Ales
    John Ales is an American actor known for his character roles in film and television, including a notable appearance in the comedy film "The Nutty Professor" (1996).
  • B. Ian Hanmore
    Ian Hanmore is a Scottish character actor known for his work in British film and television, including roles in series like Game of Thrones and Doctor Who.
  • C. Ken Stott
    Ken Stott is a Scottish actor known for his work in film, television, and theatre, including his role as the dwarf Balin in Peter Jackson’s Hobbit film trilogy.
  • D. Alec McCowen
    Alec McCowen was an acclaimed English actor known for his distinguished stage work with the Royal Shakespeare Company and notable film roles in productions such as "Henry V" (1989) and "Frenzy."
  • E. Mark Strong
    Mark Strong is a British actor known for his intense screen presence and frequent roles as complex villains or stern mentors in films such as "Kingsman," "Sherlock Holmes," and "Tinker Tailor Soldier Spy."
  • 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_69ad85a8fd9c819095ecedf838d2bf1b completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb666e514819090560d43bfaf55b8 completed March 8, 2026, 5:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5d035d97081908688d63527fd0f66 completed March 14, 2026, 9:16 p.m.
NEDg Description generation batch_69b5d40938bc8190970ca74b5dfaca53 completed March 14, 2026, 9:32 p.m.
NED2 Entity disambiguation (via description) batch_69b5d461d2508190bcaf51ad0efc7e27 completed March 14, 2026, 9:34 p.m.
Created at: March 8, 2026, 3:14 p.m.