Triple
T20505867
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Peter Costello |
E503427
|
entity |
| Predicate | successorAsTreasurer |
P33240
|
FINISHED |
| Object | Wayne Swan |
—
|
NE NERFINISHED |
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: Wayne Swan | Statement: [Peter Costello, successorAsTreasurer, Wayne Swan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Wayne Swan Context triple: [Peter Costello, successorAsTreasurer, Wayne Swan]
-
A.
Andrew Wilkie
Andrew Wilkie is an Australian politician and former intelligence officer known for his high-profile resignation over the Iraq War and subsequent advocacy for government accountability and civil liberties.
-
B.
Kevin Rudd
Kevin Rudd is an Australian politician and former Prime Minister who led the Australian Labor Party and served two non-consecutive terms in office.
-
C.
Josh Frydenberg
Josh Frydenberg is an Australian Liberal Party politician who served as Treasurer of Australia and was a prominent senior minister in the Morrison government.
-
D.
Jonathan Shorten
Jonathan Shorten is a British songwriter, keyboardist, and record producer known for his collaborations with artists such as Joss Stone.
-
E.
Tony Abbott
Tony Abbott is an Australian politician who served as the 28th Prime Minister of Australia from 2013 to 2015 and long-time member of the Liberal Party.
- 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: Wayne Swan Target entity description: Wayne Swan is an Australian Labor Party politician who served as Deputy Prime Minister and was Australia’s Treasurer during the Rudd and Gillard governments, notably steering the country through the global financial crisis.
-
A.
Andrew Wilkie
Andrew Wilkie is an Australian politician and former intelligence officer known for his high-profile resignation over the Iraq War and subsequent advocacy for government accountability and civil liberties.
-
B.
Kevin Rudd
Kevin Rudd is an Australian politician and former Prime Minister who led the Australian Labor Party and served two non-consecutive terms in office.
-
C.
Josh Frydenberg
Josh Frydenberg is an Australian Liberal Party politician who served as Treasurer of Australia and was a prominent senior minister in the Morrison government.
-
D.
Jonathan Shorten
Jonathan Shorten is a British songwriter, keyboardist, and record producer known for his collaborations with artists such as Joss Stone.
-
E.
Tony Abbott
Tony Abbott is an Australian politician who served as the 28th Prime Minister of Australia from 2013 to 2015 and long-time member of the Liberal Party.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: successorAsTreasurer Context triple: [Peter Costello, successorAsTreasurer, Wayne Swan]
-
A.
successorOfficeHolder
chosen
Indicates that one office holder directly follows another in occupying the same official position.
-
B.
successorOfficeEstablished
Indicates that a new office or position was formally created to replace or succeed a previous one.
-
C.
successorOfficeTo
Indicates that one office or position directly follows and replaces another in an official sequence or hierarchy.
-
D.
successorNameInUS
Indicates that the object is the name of the entity that succeeds the subject in the United States context.
-
E.
laterAdministrativeSuccessor
Indicates that one administrative entity succeeds another in governing authority or jurisdiction at a later time.
- F. None of above.
Provenance (3 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_69e69dc66f00819083c804535e045545 |
completed | April 20, 2026, 9:42 p.m. |
| PD | Predicate disambiguation | batch_69e59fcdf6e08190a604204615dc56e6 |
completed | April 20, 2026, 3:38 a.m. |
Created at: April 16, 2026, 11:35 a.m.