Triple

T15654163
Position Surface form Disambiguated ID Type / Status
Subject Red Riding trilogy E376386 entity
Predicate executiveProducer P7225 FINISHED
Object Hugo Heppell
Hugo Heppell is a British film and television producer known for his executive production work on the acclaimed crime drama "Red Riding" trilogy.
 E1175146 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: Hugo Heppell | Statement: [Red Riding trilogy, executiveProducer, Hugo Heppell]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hugo Heppell
Context triple: [Red Riding trilogy, executiveProducer, Hugo Heppell]
  • A. Adam Ackland
    Adam Ackland is a British film and television producer known for his work on acclaimed dramas such as the series "Patrick Melrose."
  • B. Andrew MacRitchie
    Andrew MacRitchie is a film editor known for his work on major feature films, including the James Bond movie "Die Another Day."
  • C. James Isaacs
    James Isaacs is a game designer best known for his work on the racing title Mad Dash Racing.
  • D. Paul Deakin
    Paul Deakin is an American drummer best known as a co-founder and longtime member of the country-rock band The Mavericks.
  • E. John Gillies
    John Gillies is a name shared by several notable individuals, including historians, politicians, and public figures from English-speaking countries.
  • 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: Hugo Heppell
Triple: [Red Riding trilogy, executiveProducer, Hugo Heppell]
Generated description
Hugo Heppell is a British film and television producer known for his executive production work on the acclaimed crime drama "Red Riding" trilogy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hugo Heppell
Target entity description: Hugo Heppell is a British film and television producer known for his executive production work on the acclaimed crime drama "Red Riding" trilogy.
  • A. Adam Ackland
    Adam Ackland is a British film and television producer known for his work on acclaimed dramas such as the series "Patrick Melrose."
  • B. Andrew MacRitchie
    Andrew MacRitchie is a film editor known for his work on major feature films, including the James Bond movie "Die Another Day."
  • C. James Isaacs
    James Isaacs is a game designer best known for his work on the racing title Mad Dash Racing.
  • D. Paul Deakin
    Paul Deakin is an American drummer best known as a co-founder and longtime member of the country-rock band The Mavericks.
  • E. John Gillies
    John Gillies is a name shared by several notable individuals, including historians, politicians, and public figures from English-speaking countries.
  • 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_69d85cd1564c8190991adda63bfab4b0 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04ef089948190902ec22f4d7bc932 completed April 16, 2026, 2:52 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff875e49748190a2a4aceb649762b4 completed May 9, 2026, 7:13 p.m.
NEDg Description generation batch_69ff88c66cfc8190bb5a60a6680e16c6 completed May 9, 2026, 7:19 p.m.
NED2 Entity disambiguation (via description) batch_69ff8948cc68819085c3953226236394 completed May 9, 2026, 7:21 p.m.
Created at: April 10, 2026, 4:15 a.m.