Triple

T5408673
Position Surface form Disambiguated ID Type / Status
Subject Bright Young Things E120956 entity
Predicate producer P490 FINISHED
Object Andrew Hewson
Andrew Hewson is a film producer known for his work on the British comedy-drama "Bright Young Things."
 E517084 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: Andrew Hewson | Statement: [Bright Young Things, producer, Andrew Hewson]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Andrew Hewson
Context triple: [Bright Young Things, producer, Andrew Hewson]
  • A. Michael Whelan
    Michael Whelan is an acclaimed American artist best known for his influential science fiction and fantasy book and album cover illustrations.
  • B. Brian Fawcett
    Brian Fawcett was the son of British explorer Percy Fawcett, known mainly for his connection to his father's legendary Amazon expeditions and disappearance.
  • C. Martin Lisemore
    Martin Lisemore was a British television producer best known for his acclaimed work on high-profile BBC drama series in the 1970s.
  • D. John Hirschbeck
    John Hirschbeck is a former Major League Baseball umpire who worked in the league for decades and officiated multiple World Series.
  • E. Chris Haywood
    Chris Haywood is an Australian actor known for his extensive work in film, television, and theatre since the 1970s.
  • 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: Andrew Hewson
Triple: [Bright Young Things, producer, Andrew Hewson]
Generated description
Andrew Hewson is a film producer known for his work on the British comedy-drama "Bright Young Things."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Andrew Hewson
Target entity description: Andrew Hewson is a film producer known for his work on the British comedy-drama "Bright Young Things."
  • A. Michael Whelan
    Michael Whelan is an acclaimed American artist best known for his influential science fiction and fantasy book and album cover illustrations.
  • B. Brian Fawcett
    Brian Fawcett was the son of British explorer Percy Fawcett, known mainly for his connection to his father's legendary Amazon expeditions and disappearance.
  • C. Martin Lisemore
    Martin Lisemore was a British television producer best known for his acclaimed work on high-profile BBC drama series in the 1970s.
  • D. John Hirschbeck
    John Hirschbeck is a former Major League Baseball umpire who worked in the league for decades and officiated multiple World Series.
  • E. Chris Haywood
    Chris Haywood is an Australian actor known for his extensive work in film, television, and theatre since the 1970s.
  • 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_69bd46391c0c81909fa484446732b6a3 completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd8794e0c4819082bebf2da5e41201 completed March 20, 2026, 5:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf33990f248190841493f0720aa8ee completed March 22, 2026, 12:11 a.m.
NEDg Description generation batch_69bf345c91588190aea6e50de902b1d2 completed March 22, 2026, 12:14 a.m.
NED2 Entity disambiguation (via description) batch_69bf34d20d54819086349a656923f6e9 completed March 22, 2026, 12:16 a.m.
Created at: March 20, 2026, 2:05 p.m.