Triple

T2624519
Position Surface form Disambiguated ID Type / Status
Subject Sydney FC E59084 entity
Predicate managerFormer P12937 FINISHED
Object Graham Arnold
Graham Arnold is an Australian former international footballer and prominent coach who has managed top A-League clubs and the Australian national team.
E282936 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: Graham Arnold | Statement: [Sydney FC, managerFormer, Graham Arnold]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Graham Arnold
Context triple: [Sydney FC, managerFormer, Graham Arnold]
  • A. Steve Coppell
    Steve Coppell is an English former footballer and manager best known for his successful spells in charge of clubs such as Reading and Crystal Palace.
  • B. Jerry Moyes
    Jerry Moyes is an American businessman and trucking magnate best known for founding Swift Transportation and for his former ownership of the NHL’s Arizona Coyotes.
  • C. Howard Wilkinson
    Howard Wilkinson is an English football manager best known for leading Leeds United to the 1991–92 First Division title, the last before the formation of the Premier League.
  • D. Paul McGuigan
    Paul McGuigan is a British musician best known as the original bassist and a founding member of the rock band Oasis.
  • E. Paul McGuigan
    Paul McGuigan is a Scottish film and television director known for stylish crime thrillers and dramas, including works like "Lucky Number Slevin" and episodes of the BBC series "Sherlock."
  • 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: Graham Arnold
Triple: [Sydney FC, managerFormer, Graham Arnold]
Generated description
Graham Arnold is an Australian former international footballer and prominent coach who has managed top A-League clubs and the Australian national team.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Graham Arnold
Target entity description: Graham Arnold is an Australian former international footballer and prominent coach who has managed top A-League clubs and the Australian national team.
  • A. Steve Coppell
    Steve Coppell is an English former footballer and manager best known for his successful spells in charge of clubs such as Reading and Crystal Palace.
  • B. Jerry Moyes
    Jerry Moyes is an American businessman and trucking magnate best known for founding Swift Transportation and for his former ownership of the NHL’s Arizona Coyotes.
  • C. Howard Wilkinson
    Howard Wilkinson is an English football manager best known for leading Leeds United to the 1991–92 First Division title, the last before the formation of the Premier League.
  • D. Paul McGuigan
    Paul McGuigan is a British musician best known as the original bassist and a founding member of the rock band Oasis.
  • E. Paul McGuigan
    Paul McGuigan is a Scottish film and television director known for stylish crime thrillers and dramas, including works like "Lucky Number Slevin" and episodes of the BBC series "Sherlock."
  • 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_69ab4ac558388190962492cd2e1b0ce6 completed March 6, 2026, 9:44 p.m.
NER Named-entity recognition batch_69abdd1ca0248190aa15f80b2798524e completed March 7, 2026, 8:09 a.m.
NED1 Entity disambiguation (via context triple) batch_69af909b7d9881908930a98d004998fb completed March 10, 2026, 3:31 a.m.
NEDg Description generation batch_69af913e20848190a25c90617df6ea6f completed March 10, 2026, 3:34 a.m.
NED2 Entity disambiguation (via description) batch_69af91e0ef408190b1ab9cb9f8bbdaca completed March 10, 2026, 3:37 a.m.
Created at: March 6, 2026, 9:50 p.m.