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.