Triple

T8238381
Position Surface form Disambiguated ID Type / Status
Subject Malcolm Fraser E192467 entity
Predicate precededBy P97 FINISHED
Object Gough Whitlam
Gough Whitlam was the 21st Prime Minister of Australia, known for his ambitious social reforms and for being controversially dismissed from office in 1975.
 E720904 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: Gough Whitlam | Statement: [Malcolm Fraser, precededBy, Gough Whitlam]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Gough Whitlam
Context triple: [Malcolm Fraser, precededBy, Gough Whitlam]
  • A. John Gorton
    John Gorton was an Australian politician who served as the 19th Prime Minister of Australia from 1968 to 1971.
  • B. 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.
  • C. John Jeremy Thorpe
    John Jeremy Thorpe was a British Liberal Party politician who served as party leader in the 1970s and became widely known for his involvement in a major political scandal.
  • D. 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.
  • E. Malcolm Fraser
    Malcolm Fraser was a Scottish architect known for his innovative cultural and public buildings, including his role in establishing the Buxton Festival.
  • 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: Gough Whitlam
Triple: [Malcolm Fraser, precededBy, Gough Whitlam]
Generated description
Gough Whitlam was the 21st Prime Minister of Australia, known for his ambitious social reforms and for being controversially dismissed from office in 1975.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Gough Whitlam
Target entity description: Gough Whitlam was the 21st Prime Minister of Australia, known for his ambitious social reforms and for being controversially dismissed from office in 1975.
  • A. John Gorton
    John Gorton was an Australian politician who served as the 19th Prime Minister of Australia from 1968 to 1971.
  • B. 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.
  • C. John Jeremy Thorpe
    John Jeremy Thorpe was a British Liberal Party politician who served as party leader in the 1970s and became widely known for his involvement in a major political scandal.
  • D. 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.
  • E. Malcolm Fraser
    Malcolm Fraser was a Scottish architect known for his innovative cultural and public buildings, including his role in establishing the Buxton Festival.
  • 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_69cd3504e6ac8190b4cb12c80a7e7fc0 completed April 1, 2026, 3:08 p.m.
NEDg Description generation batch_69cd37a47f3c81909491e9b0316c32f0 completed April 1, 2026, 3:20 p.m.
NED2 Entity disambiguation (via description) batch_69cd4ecc8d68819099932b1ecefc0d36 completed April 1, 2026, 4:58 p.m.
Created at: March 30, 2026, 5:47 p.m.