Triple

T13667486
Position Surface form Disambiguated ID Type / Status
Subject Death in Paradise E327657 entity
Predicate hasPoliceTeamMember P7184 FINISHED
Object JP Hooper
JP Hooper is a fictional police officer and later sergeant in the British-French crime drama series "Death in Paradise," known for his diligent, good-natured work on the Saint Marie police team.
 E1052679 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: JP Hooper | Statement: [Death in Paradise, hasPoliceTeamMember, JP Hooper]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: JP Hooper
Context triple: [Death in Paradise, hasPoliceTeamMember, JP Hooper]
  • A. Michael Hooper
    Michael Hooper is an Australian rugby union flanker renowned for captaining the Wallabies and being one of the most capped and influential players in modern international rugby.
  • B. Rob Hopkin
    Rob Hopkin is a television producer best known for creating the long-running BBC political debate programme "Question Time."
  • C. Keith Hopkins
    Keith Hopkins was a prominent British historian and sociologist of the ancient world, known especially for his influential work on Roman social and economic history.
  • D. Andy Hopper
    Andy Hopper is a British computer scientist and entrepreneur known for his influential work in computer networking, systems research, and the founding of several technology companies.
  • E. Tim Holbrook
    Tim Holbrook is an American legal scholar known for his work in intellectual property and patent law.
  • 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: JP Hooper
Triple: [Death in Paradise, hasPoliceTeamMember, JP Hooper]
Generated description
JP Hooper is a fictional police officer and later sergeant in the British-French crime drama series "Death in Paradise," known for his diligent, good-natured work on the Saint Marie police team.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: JP Hooper
Target entity description: JP Hooper is a fictional police officer and later sergeant in the British-French crime drama series "Death in Paradise," known for his diligent, good-natured work on the Saint Marie police team.
  • A. Michael Hooper
    Michael Hooper is an Australian rugby union flanker renowned for captaining the Wallabies and being one of the most capped and influential players in modern international rugby.
  • B. Rob Hopkin
    Rob Hopkin is a television producer best known for creating the long-running BBC political debate programme "Question Time."
  • C. Keith Hopkins
    Keith Hopkins was a prominent British historian and sociologist of the ancient world, known especially for his influential work on Roman social and economic history.
  • D. Andy Hopper
    Andy Hopper is a British computer scientist and entrepreneur known for his influential work in computer networking, systems research, and the founding of several technology companies.
  • E. Tim Holbrook
    Tim Holbrook is an American legal scholar known for his work in intellectual property and patent law.
  • 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_69d8076f1fa8819094664a59b55010df completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbc8746458819095ec1ba3c01ef31b completed April 12, 2026, 4:29 p.m.
NED1 Entity disambiguation (via context triple) batch_69f78b0cfe0c8190b0fe50931e9788cf completed May 3, 2026, 5:51 p.m.
NEDg Description generation batch_69f78bd727048190a57a75294a9ab53d completed May 3, 2026, 5:54 p.m.
NED2 Entity disambiguation (via description) batch_69f78c94da6c8190b9bc1d04cee19c3c completed May 3, 2026, 5:57 p.m.
Created at: April 9, 2026, 9:52 p.m.