Triple

T1673076
Position Surface form Disambiguated ID Type / Status
Subject Liberal Party of Australia E36167 entity
Predicate hasNotableLeader P981 FINISHED
Object 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.
E192467 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: Malcolm Fraser | Statement: [Liberal Party of Australia, hasNotableLeader, Malcolm Fraser]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Malcolm Fraser
Context triple: [Liberal Party of Australia, hasNotableLeader, Malcolm Fraser]
  • A. Kenneth Baker
    Kenneth Baker is a British Conservative politician who served in several senior ministerial roles, including Home Secretary and Education Secretary, during the governments of Margaret Thatcher and John Major.
  • B. 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.
  • C. John Eager Howard
    John Eager Howard was an American Revolutionary War officer, politician, and Governor of Maryland renowned for his military leadership and public service in the late 18th and early 19th centuries.
  • D. Peter Fraser
    Peter Fraser was a prominent New Zealand Labour politician who served as the country’s Prime Minister during much of World War II and the early postwar period.
  • E. Menzies
    Menzies is a Scottish-origin surname most notably associated with Australian Prime Minister Robert Menzies and various other prominent figures in politics, arts, and public life.
  • 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: Malcolm Fraser
Triple: [Liberal Party of Australia, hasNotableLeader, Malcolm Fraser]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Malcolm Fraser
Target entity description: 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.
  • A. Kenneth Baker
    Kenneth Baker is a British Conservative politician who served in several senior ministerial roles, including Home Secretary and Education Secretary, during the governments of Margaret Thatcher and John Major.
  • B. 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.
  • C. John Eager Howard
    John Eager Howard was an American Revolutionary War officer, politician, and Governor of Maryland renowned for his military leadership and public service in the late 18th and early 19th centuries.
  • D. Peter Fraser
    Peter Fraser was a prominent New Zealand Labour politician who served as the country’s Prime Minister during much of World War II and the early postwar period.
  • E. Menzies
    Menzies is a Scottish-origin surname most notably associated with Australian Prime Minister Robert Menzies and various other prominent figures in politics, arts, and public life.
  • 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_69a8861286808190939afff3ce8ee31e completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69aa6244b2888190b551b55aa053f1d3 completed March 6, 2026, 5:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad8ac15c3c8190ba730217efd69a77 completed March 8, 2026, 2:42 p.m.
NEDg Description generation batch_69ad9575acf88190aa3fe80794534dd4 completed March 8, 2026, 3:27 p.m.
NED2 Entity disambiguation (via description) batch_69ad97a7128c819097ff36216f00d4f9 completed March 8, 2026, 3:37 p.m.
Created at: March 4, 2026, 7:29 p.m.