Triple

T8238352
Position Surface form Disambiguated ID Type / Status
Subject Malcolm Fraser E192467 entity
Predicate fullName P16 FINISHED
Object John Malcolm Fraser
John Malcolm Fraser was an Australian politician who served as the 22nd Prime Minister of Australia from 1975 to 1983, leading the Liberal Party.
 E742811 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 Malcolm Fraser | Statement: [Malcolm Fraser, fullName, John Malcolm Fraser]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: John Malcolm Fraser
Context triple: [Malcolm Fraser, fullName, John Malcolm Fraser]
  • A. Ronald Fraser
    Ronald Fraser was a British character actor known for his distinctive gruff charm and prolific work in film, television, and theatre from the 1950s through the 1980s.
  • B. Ian Boyd
    Ian Boyd is a British middle-distance runner known for his competitive performances in the 1950s, particularly in elite mile races.
  • C. Robert Farquharson
    Robert Farquharson is an Australian man whose trial for the deaths of his three sons in a car crash became the focus of Helen Garner’s true-crime book "This House of Grief."
  • D. Robin Fraser
    Robin Fraser is a former American professional soccer defender and later coach, regarded as one of Major League Soccer’s top defenders in its early years.
  • E. Robert Urquhart
    Robert Urquhart was a Scottish actor known for his work in British film and television from the 1950s through 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: John Malcolm Fraser
Triple: [Malcolm Fraser, fullName, John Malcolm Fraser]
Generated description
John Malcolm Fraser was an Australian politician who served as the 22nd Prime Minister of Australia from 1975 to 1983, leading the Liberal Party.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: John Malcolm Fraser
Target entity description: John Malcolm Fraser was an Australian politician who served as the 22nd Prime Minister of Australia from 1975 to 1983, leading the Liberal Party.
  • A. Ronald Fraser
    Ronald Fraser was a British character actor known for his distinctive gruff charm and prolific work in film, television, and theatre from the 1950s through the 1980s.
  • B. Ian Boyd
    Ian Boyd is a British middle-distance runner known for his competitive performances in the 1950s, particularly in elite mile races.
  • C. Robert Farquharson
    Robert Farquharson is an Australian man whose trial for the deaths of his three sons in a car crash became the focus of Helen Garner’s true-crime book "This House of Grief."
  • D. Robin Fraser
    Robin Fraser is a former American professional soccer defender and later coach, regarded as one of Major League Soccer’s top defenders in its early years.
  • E. Robert Urquhart
    Robert Urquhart was a Scottish actor known for his work in British film and television from the 1950s through 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_69ca82dc8f148190a2c75a98501a7b91 completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb783a8cf48190bf85394fd3bd79e2 completed March 31, 2026, 7:31 a.m.
NED1 Entity disambiguation (via context triple) batch_69ce8861dc6481908ad83c99a2798f6e completed April 2, 2026, 3:16 p.m.
NEDg Description generation batch_69ce8a442b508190bd8319fda51edc4b completed April 2, 2026, 3:24 p.m.
NED2 Entity disambiguation (via description) batch_69ce8afff50c8190b2dd1a7e0a5a130b completed April 2, 2026, 3:28 p.m.
Created at: March 30, 2026, 5:47 p.m.