Triple

T3299690
Position Surface form Disambiguated ID Type / Status
Subject Dreamworld E69298 entity
Predicate founder P104 FINISHED
Object John Longhurst
John Longhurst is an Australian entrepreneur best known for creating and developing the Dreamworld theme park on the Gold Coast.
 E395730 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: John Longhurst | Statement: [Dreamworld, founder, John Longhurst]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: John Longhurst
Context triple: [Dreamworld, founder, John Longhurst]
  • A. Edward Chapman
    Edward Chapman was an English character actor best known for his comic roles in British films and his long-running collaboration with comedian Norman Wisdom.
  • B. William Kenwright
    William Kenwright was a prominent British theatre producer and film producer, best known for his long-running West End shows and his ownership and chairmanship of Everton Football Club.
  • C. John Ternouth
    John Ternouth was a 19th-century British sculptor best known for creating the bronze reliefs that adorn Nelson's Column in Trafalgar Square, London.
  • D. Robert Hinde
    Robert Hinde was a British zoologist and ethologist renowned for his pioneering research on animal behavior and social relationships, and for mentoring influential primatologists such as Jane Goodall.
  • E. Richard Suckle
    Richard Suckle is an American film producer known for his work on major studio projects, including the DC superhero film "Wonder Woman" (2017).
  • 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: John Longhurst
Triple: [Dreamworld, founder, John Longhurst]
Generated description
John Longhurst is an Australian entrepreneur best known for creating and developing the Dreamworld theme park on the Gold Coast.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: John Longhurst
Target entity description: John Longhurst is an Australian entrepreneur best known for creating and developing the Dreamworld theme park on the Gold Coast.
  • A. Edward Chapman
    Edward Chapman was an English character actor best known for his comic roles in British films and his long-running collaboration with comedian Norman Wisdom.
  • B. William Kenwright
    William Kenwright was a prominent British theatre producer and film producer, best known for his long-running West End shows and his ownership and chairmanship of Everton Football Club.
  • C. John Ternouth
    John Ternouth was a 19th-century British sculptor best known for creating the bronze reliefs that adorn Nelson's Column in Trafalgar Square, London.
  • D. Robert Hinde
    Robert Hinde was a British zoologist and ethologist renowned for his pioneering research on animal behavior and social relationships, and for mentoring influential primatologists such as Jane Goodall.
  • E. Richard Suckle
    Richard Suckle is an American film producer known for his work on major studio projects, including the DC superhero film "Wonder Woman" (2017).
  • 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_69ad859e529c8190a404273f53cb487d completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb0a66fcc819093931fe7a6507723 completed March 8, 2026, 5:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69b511f9d8dc8190bc3728e75dec1059 completed March 14, 2026, 7:44 a.m.
NEDg Description generation batch_69b515d2e4b88190b7bd0492bf7e36ec completed March 14, 2026, 8:01 a.m.
NED2 Entity disambiguation (via description) batch_69b516268ddc8190bffd1c0423797add completed March 14, 2026, 8:02 a.m.
Created at: March 8, 2026, 3:11 p.m.