Triple
T20506301
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Josh Frydenberg |
E503438
|
entity |
| Predicate | servedInGovernment |
P57154
|
FINISHED |
| Object | Turnbull government |
—
|
NE NERFINISHED |
How this triple was built (3 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: Turnbull government | Statement: [Josh Frydenberg, servedInGovernment, Turnbull government]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Turnbull government Context triple: [Josh Frydenberg, servedInGovernment, Turnbull government]
-
A.
Harper government
The Harper government was the Conservative federal administration in Canada led by Prime Minister Stephen Harper from 2006 to 2015, known for its tough-on-crime policies, fiscal conservatism, and emphasis on national security.
-
B.
Fraser government
The Fraser government was the federal administration of Australian Prime Minister Malcolm Fraser, which held office from 1975 to 1983 and was led by the Liberal–National Coalition.
-
C.
Wilson governments
The Wilson governments were the Labour administrations led by Prime Minister Harold Wilson in the 1960s and 1970s, noted for social reforms, economic challenges, and efforts to modernize post-war Britain.
-
D.
Callaghan government
The Callaghan government was the UK Labour administration led by Prime Minister James Callaghan from 1976 to 1979, noted for economic turmoil, industrial unrest, and the "Winter of Discontent" that preceded Margaret Thatcher's rise to power.
-
E.
Howard government
The Howard government was the federal administration of Australia led by Prime Minister John Howard from 1996 to 2007, noted for its conservative economic and social policies.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Turnbull government Target entity description: The Turnbull government was the Australian federal administration led by Prime Minister Malcolm Turnbull from 2015 to 2018, overseeing a centre-right Liberal–National Coalition.
-
A.
Harper government
The Harper government was the Conservative federal administration in Canada led by Prime Minister Stephen Harper from 2006 to 2015, known for its tough-on-crime policies, fiscal conservatism, and emphasis on national security.
-
B.
Fraser government
The Fraser government was the federal administration of Australian Prime Minister Malcolm Fraser, which held office from 1975 to 1983 and was led by the Liberal–National Coalition.
-
C.
Wilson governments
The Wilson governments were the Labour administrations led by Prime Minister Harold Wilson in the 1960s and 1970s, noted for social reforms, economic challenges, and efforts to modernize post-war Britain.
-
D.
Callaghan government
The Callaghan government was the UK Labour administration led by Prime Minister James Callaghan from 1976 to 1979, noted for economic turmoil, industrial unrest, and the "Winter of Discontent" that preceded Margaret Thatcher's rise to power.
-
E.
Howard government
The Howard government was the federal administration of Australia led by Prime Minister John Howard from 1996 to 2007, noted for its conservative economic and social policies.
- F. None of above. chosen
Provenance (2 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_69e0b4b1e52c8190894281cf7e3283ab |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e69dc82dd0819085d64d65a1e72c70 |
completed | April 20, 2026, 9:42 p.m. |
Created at: April 16, 2026, 11:35 a.m.