Triple

T3299879
Position Surface form Disambiguated ID Type / Status
Subject North Queensland Cowboys E69302 entity
Predicate notablePlayer P304 FINISHED
Object Johnathan Thurston
Johnathan Thurston is a legendary Australian rugby league halfback widely regarded as one of the greatest players of all time, renowned for his playmaking, goal-kicking, and leadership for club, state, and country.
 E346379 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: Johnathan Thurston | Statement: [North Queensland Cowboys, notablePlayer, Johnathan Thurston]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Johnathan Thurston
Context triple: [North Queensland Cowboys, notablePlayer, Johnathan Thurston]
  • A. Andrew Johns
    Andrew Johns is a legendary Australian rugby league halfback widely regarded as one of the greatest players in the sport’s history.
  • B. Darren Lockyer
    Darren Lockyer is an Australian rugby league legend widely regarded as one of the greatest players of all time, known for his long and decorated career with the Brisbane Broncos, Queensland Maroons, and the Australian national team.
  • C. David Fifita
    David Fifita is a powerful Australian rugby league forward known for his explosive running and try-scoring ability in the NRL.
  • D. Mitchell Pearce
    Mitchell Pearce is an Australian professional rugby league halfback best known for his long NRL career with the Sydney Roosters and Newcastle Knights and for representing New South Wales in State of Origin.
  • E. Wally Lewis
    Wally Lewis is an Australian rugby league legend, often called "The King," renowned for his dominant State of Origin performances for Queensland and his pivotal role in the sport during the 1980s.
  • 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: Johnathan Thurston
Triple: [North Queensland Cowboys, notablePlayer, Johnathan Thurston]
Generated description
Johnathan Thurston is a legendary Australian rugby league halfback widely regarded as one of the greatest players of all time, renowned for his playmaking, goal-kicking, and leadership for club, state, and country.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Johnathan Thurston
Target entity description: Johnathan Thurston is a legendary Australian rugby league halfback widely regarded as one of the greatest players of all time, renowned for his playmaking, goal-kicking, and leadership for club, state, and country.
  • A. Andrew Johns
    Andrew Johns is a legendary Australian rugby league halfback widely regarded as one of the greatest players in the sport’s history.
  • B. Darren Lockyer
    Darren Lockyer is an Australian rugby league legend widely regarded as one of the greatest players of all time, known for his long and decorated career with the Brisbane Broncos, Queensland Maroons, and the Australian national team.
  • C. David Fifita
    David Fifita is a powerful Australian rugby league forward known for his explosive running and try-scoring ability in the NRL.
  • D. Mitchell Pearce
    Mitchell Pearce is an Australian professional rugby league halfback best known for his long NRL career with the Sydney Roosters and Newcastle Knights and for representing New South Wales in State of Origin.
  • E. Wally Lewis
    Wally Lewis is an Australian rugby league legend, often called "The King," renowned for his dominant State of Origin performances for Queensland and his pivotal role in the sport during the 1980s.
  • 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_69b2f3db14ac819083182f56c60b61b2 completed March 12, 2026, 5:11 p.m.
NEDg Description generation batch_69b2fa0ed27c8190a32c153b44b7b2dd completed March 12, 2026, 5:38 p.m.
NED2 Entity disambiguation (via description) batch_69b312b273b48190a949e61b87722084 completed March 12, 2026, 7:23 p.m.
Created at: March 8, 2026, 3:11 p.m.