Triple

T8799970
Position Surface form Disambiguated ID Type / Status
Subject David Lloyd Clubs E209379 entity
Predicate foundedBy P104 FINISHED
Object David Lloyd
David Lloyd is a British former professional tennis player and entrepreneur best known for founding the David Lloyd chain of health, fitness, and racquet clubs.
 E759264 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: David Lloyd | Statement: [David Lloyd Clubs, foundedBy, David Lloyd]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: David Lloyd
Context triple: [David Lloyd Clubs, foundedBy, David Lloyd]
  • A. David Lloyd
    David Lloyd is an Irish-Australian academic and university leader best known for serving as Vice-Chancellor and President of the University of South Australia.
  • B. Sir David Lloyd Jones
    Sir David Lloyd Jones is a British jurist who served as a Justice of the Supreme Court of the United Kingdom.
  • C. Arthur George Brown
    Arthur George Brown was the son of pioneering British aviator Arthur Whitten Brown, who co-piloted the first non-stop transatlantic flight in 1919.
  • D. Alfred Bevan
    Alfred Bevan is a person notable enough to be recognized as a bearer of the surname Bevan, though specific widely known achievements or roles are not clearly documented.
  • E. William Mitchinson Hicks
    William Mitchinson Hicks was a British mathematician and physicist known for his contributions to fluid dynamics and for serving as a prominent academic leader at the University of Sheffield.
  • 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: David Lloyd
Triple: [David Lloyd Clubs, foundedBy, David Lloyd]
Generated description
David Lloyd is a British former professional tennis player and entrepreneur best known for founding the David Lloyd chain of health, fitness, and racquet clubs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: David Lloyd
Target entity description: David Lloyd is a British former professional tennis player and entrepreneur best known for founding the David Lloyd chain of health, fitness, and racquet clubs.
  • A. David Lloyd
    David Lloyd is an Irish-Australian academic and university leader best known for serving as Vice-Chancellor and President of the University of South Australia.
  • B. Sir David Lloyd Jones
    Sir David Lloyd Jones is a British jurist who served as a Justice of the Supreme Court of the United Kingdom.
  • C. Arthur George Brown
    Arthur George Brown was the son of pioneering British aviator Arthur Whitten Brown, who co-piloted the first non-stop transatlantic flight in 1919.
  • D. Alfred Bevan
    Alfred Bevan is a person notable enough to be recognized as a bearer of the surname Bevan, though specific widely known achievements or roles are not clearly documented.
  • E. William Mitchinson Hicks
    William Mitchinson Hicks was a British mathematician and physicist known for his contributions to fluid dynamics and for serving as a prominent academic leader at the University of Sheffield.
  • 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_69ca836320e48190b5cf585b90a322c4 completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc5fb7491c8190bcdb98d6cc003d9e completed March 31, 2026, 11:58 p.m.
NED1 Entity disambiguation (via context triple) batch_69cf6f6fdd688190bf40bbde0be991e1 completed April 3, 2026, 7:42 a.m.
NEDg Description generation batch_69cf718a6f2c81908f8b8d08a1437749 completed April 3, 2026, 7:51 a.m.
NED2 Entity disambiguation (via description) batch_69cf7275fea08190b8999fb30663ff17 completed April 3, 2026, 7:55 a.m.
Created at: March 30, 2026, 6:44 p.m.