Triple

T14782612
Position Surface form Disambiguated ID Type / Status
Subject Canberra Raiders E347426 entity
Predicate notablePlayer P304 FINISHED
Object John Ferguson
John Ferguson is a celebrated former Australian rugby league winger renowned for his speed, try-scoring ability, and key role in the Canberra Raiders’ late-1980s success.
 E1138630 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 Ferguson | Statement: [Canberra Raiders, notablePlayer, John Ferguson]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: John Ferguson
Context triple: [Canberra Raiders, notablePlayer, John Ferguson]
  • A. William Ferguson
    William Ferguson was an Aboriginal Australian civil rights leader and activist who played a key role in organizing early campaigns for Indigenous rights and equality in the 20th century.
  • B. Tom Fergusson
    Tom Fergusson was a Scottish football figure best known as the founder of Stirling Albion F.C.
  • C. Murray Ferguson
    Murray Ferguson is a television producer and executive known for overseeing various acclaimed drama series.
  • D. Richard Ferguson
    Richard Ferguson was a mid-20th-century middle-distance runner known for competing at an elite level during the era of the famed “Miracle Mile.”
  • E. Alan Ferguson
    Alan Ferguson is an American music video director known for his work with prominent artists across R&B, pop, and rock.
  • 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 Ferguson
Triple: [Canberra Raiders, notablePlayer, John Ferguson]
Generated description
John Ferguson is a celebrated former Australian rugby league winger renowned for his speed, try-scoring ability, and key role in the Canberra Raiders’ late-1980s success.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: John Ferguson
Target entity description: John Ferguson is a celebrated former Australian rugby league winger renowned for his speed, try-scoring ability, and key role in the Canberra Raiders’ late-1980s success.
  • A. William Ferguson
    William Ferguson was an Aboriginal Australian civil rights leader and activist who played a key role in organizing early campaigns for Indigenous rights and equality in the 20th century.
  • B. Tom Fergusson
    Tom Fergusson was a Scottish football figure best known as the founder of Stirling Albion F.C.
  • C. Murray Ferguson
    Murray Ferguson is a television producer and executive known for overseeing various acclaimed drama series.
  • D. Richard Ferguson
    Richard Ferguson was a mid-20th-century middle-distance runner known for competing at an elite level during the era of the famed “Miracle Mile.”
  • E. Alan Ferguson
    Alan Ferguson is an American music video director known for his work with prominent artists across R&B, pop, and rock.
  • 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_69d822e9b9e08190bedcc31a163fda82 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deca9de3f48190b7706925e2947cf5 completed April 14, 2026, 11:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69feb7d279708190a54a56c0b80be10a completed May 9, 2026, 4:28 a.m.
NEDg Description generation batch_69feba0820e081909fa76c9725fe9c84 completed May 9, 2026, 4:37 a.m.
NED2 Entity disambiguation (via description) batch_69feba3ff2c8819099cc5be8c556d526 completed May 9, 2026, 4:38 a.m.
Created at: April 10, 2026, 1:31 a.m.