Triple

T3174030
Position Surface form Disambiguated ID Type / Status
Subject Geelong Grammar School E66418 entity
Predicate notableAlumnus P304 FINISHED
Object John Gorton
John Gorton was an Australian politician who served as the 19th Prime Minister of Australia from 1968 to 1971.
E333119 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 Gorton | Statement: [Geelong Grammar School, notableAlumnus, John Gorton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: John Gorton
Context triple: [Geelong Grammar School, notableAlumnus, John Gorton]
  • A. 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.
  • B. 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.
  • 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. Axel Haig
    Axel Haig was a Swedish-born architect and architectural illustrator renowned for his detailed perspective drawings and contributions to major late 19th-century building projects.
  • 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 Gorton
Triple: [Geelong Grammar School, notableAlumnus, John Gorton]
Generated description
John Gorton was an Australian politician who served as the 19th Prime Minister of Australia from 1968 to 1971.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: John Gorton
Target entity description: John Gorton was an Australian politician who served as the 19th Prime Minister of Australia from 1968 to 1971.
  • A. 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.
  • B. 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.
  • 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. Axel Haig
    Axel Haig was a Swedish-born architect and architectural illustrator renowned for his detailed perspective drawings and contributions to major late 19th-century building projects.
  • 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_69ad8586a34c8190944c63ec11a8de1a completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada670c800819098937783e2b05c7a completed March 8, 2026, 4:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69b235edf7708190b79605a05baf1711 completed March 12, 2026, 3:41 a.m.
NEDg Description generation batch_69b236e61ae88190a76b942c6cddff41 completed March 12, 2026, 3:45 a.m.
NED2 Entity disambiguation (via description) batch_69b23770ed4c8190b5d929cc95a286a0 completed March 12, 2026, 3:48 a.m.
Created at: March 8, 2026, 3:06 p.m.