Triple

T20505867
Position Surface form Disambiguated ID Type / Status
Subject Peter Costello E503427 entity
Predicate successorAsTreasurer P33240 FINISHED
Object Wayne Swan
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.
E1434469 NE FINISHED

How this triple was built (5 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.
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: Wayne Swan
Triple: [Peter Costello, successorAsTreasurer, Wayne Swan]
Generated 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.
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 (6 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.
NED1 Entity disambiguation (via context triple) batch_6a0893c3839c8190aa20c6644a089a0b completed May 16, 2026, 3:56 p.m.
NEDg Description generation batch_6a089557444c819080d70a64596900f5 completed May 16, 2026, 4:03 p.m.
NED2 Entity disambiguation (via description) batch_6a0895de2b04819096246c63c3db5513 completed May 16, 2026, 4:05 p.m.
PD Predicate disambiguation batch_69e59fcdf6e08190a604204615dc56e6 completed April 20, 2026, 3:38 a.m.
Created at: April 16, 2026, 11:35 a.m.