Triple

T3876170
Position Surface form Disambiguated ID Type / Status
Subject University of Western Australia E92504 entity
Predicate notableAlumni P51 FINISHED
Object Bob Hawke
Bob Hawke was an Australian Labor Party politician who served as the 23rd Prime Minister of Australia from 1983 to 1991 and became one of the country’s most popular and longest-serving leaders.
 E394720 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: Bob Hawke | Statement: [University of Western Australia, notableAlumni, Bob Hawke]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bob Hawke
Context triple: [University of Western Australia, notableAlumni, Bob Hawke]
  • A. Paul Keating
    Paul Keating is a former Australian Prime Minister (1991–1996) known for his economic reforms, assertive leadership style, and efforts toward national reconciliation and republicanism.
  • B. Malcolm Fraser
    Malcolm Fraser was an Australian politician who served as the country’s 22nd Prime Minister from 1975 to 1983, leading a conservative government during a period of significant political and economic change.
  • C. John Gorton
    John Gorton was an Australian politician who served as the 19th Prime Minister of Australia from 1968 to 1971.
  • D. John Howard
    John Howard was an 18th-century English philanthropist and prison reformer renowned for his pioneering efforts to improve conditions in jails and promote humanitarian penal reforms.
  • E. John Howard
    John Howard is a former Prime Minister of Australia who led the country from 1996 to 2007 as head of the Liberal Party.
  • 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: Bob Hawke
Triple: [University of Western Australia, notableAlumni, Bob Hawke]
Generated description
Bob Hawke was an Australian Labor Party politician who served as the 23rd Prime Minister of Australia from 1983 to 1991 and became one of the country’s most popular and longest-serving leaders.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bob Hawke
Target entity description: Bob Hawke was an Australian Labor Party politician who served as the 23rd Prime Minister of Australia from 1983 to 1991 and became one of the country’s most popular and longest-serving leaders.
  • A. Paul Keating
    Paul Keating is a former Australian Prime Minister (1991–1996) known for his economic reforms, assertive leadership style, and efforts toward national reconciliation and republicanism.
  • B. Malcolm Fraser
    Malcolm Fraser was an Australian politician who served as the country’s 22nd Prime Minister from 1975 to 1983, leading a conservative government during a period of significant political and economic change.
  • C. John Gorton
    John Gorton was an Australian politician who served as the 19th Prime Minister of Australia from 1968 to 1971.
  • D. John Howard
    John Howard was an 18th-century English philanthropist and prison reformer renowned for his pioneering efforts to improve conditions in jails and promote humanitarian penal reforms.
  • E. John Howard
    John Howard is a former Prime Minister of Australia who led the country from 1996 to 2007 as head of the Liberal Party.
  • 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_69aed967448c819086c4b358d37b25aa completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aeec706434819095e0d2b376adb548 completed March 9, 2026, 3:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5124f095881909143b624128ff569 completed March 14, 2026, 7:46 a.m.
NEDg Description generation batch_69b512f4041081908eb32ae059681afa completed March 14, 2026, 7:49 a.m.
NED2 Entity disambiguation (via description) batch_69b5137200a08190bd2a78398e03803e completed March 14, 2026, 7:51 a.m.
Created at: March 9, 2026, 3:20 p.m.