Triple

T2845296
Position Surface form Disambiguated ID Type / Status
Subject House of Assembly of South Australia E62568 entity
Predicate hasOppositionLeaderTitle P5584 FINISHED
Object Leader of the Opposition (South Australia)
The Leader of the Opposition (South Australia) is the head of the largest non-government party in the South Australian Parliament, responsible for leading scrutiny of the government and presenting an alternative policy agenda.
E304126 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: Leader of the Opposition (South Australia) | Statement: [House of Assembly of South Australia, hasOppositionLeaderTitle, Leader of the Opposition (South Australia)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Leader of the Opposition (South Australia)
Context triple: [House of Assembly of South Australia, hasOppositionLeaderTitle, Leader of the Opposition (South Australia)]
  • A. Leader of the Opposition (Queensland)
    The Leader of the Opposition (Queensland) is the head of the largest non-government party in Queensland’s parliamentary system, responsible for scrutinising the government and presenting an alternative policy agenda.
  • B. President of the South Australian Legislative Council
    The President of the South Australian Legislative Council is the presiding officer who oversees proceedings, maintains order, and represents the upper house of the Parliament of South Australia.
  • C. Leader of the Opposition (New Zealand)
    The Leader of the Opposition (New Zealand) is the head of the largest political party not in government, serving as the primary parliamentary challenger and alternative prime minister to the incumbent administration.
  • D. Leader of the Opposition (UK)
    The Leader of the Opposition (UK) is the head of the largest political party in the House of Commons that is not in government, responsible for scrutinizing and challenging the policies and actions of the Prime Minister and the ruling party.
  • E. Premier of South Australia
    The Premier of South Australia is the chief executive and political leader of the Australian state of South Australia, responsible for overseeing the state government and setting its policy agenda.
  • 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: Leader of the Opposition (South Australia)
Triple: [House of Assembly of South Australia, hasOppositionLeaderTitle, Leader of the Opposition (South Australia)]
Generated description
The Leader of the Opposition (South Australia) is the head of the largest non-government party in the South Australian Parliament, responsible for leading scrutiny of the government and presenting an alternative policy agenda.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Leader of the Opposition (South Australia)
Target entity description: The Leader of the Opposition (South Australia) is the head of the largest non-government party in the South Australian Parliament, responsible for leading scrutiny of the government and presenting an alternative policy agenda.
  • A. Leader of the Opposition (Queensland)
    The Leader of the Opposition (Queensland) is the head of the largest non-government party in Queensland’s parliamentary system, responsible for scrutinising the government and presenting an alternative policy agenda.
  • B. President of the South Australian Legislative Council
    The President of the South Australian Legislative Council is the presiding officer who oversees proceedings, maintains order, and represents the upper house of the Parliament of South Australia.
  • C. Leader of the Opposition (New Zealand)
    The Leader of the Opposition (New Zealand) is the head of the largest political party not in government, serving as the primary parliamentary challenger and alternative prime minister to the incumbent administration.
  • D. Leader of the Opposition (UK)
    The Leader of the Opposition (UK) is the head of the largest political party in the House of Commons that is not in government, responsible for scrutinizing and challenging the policies and actions of the Prime Minister and the ruling party.
  • E. Premier of South Australia
    The Premier of South Australia is the chief executive and political leader of the Australian state of South Australia, responsible for overseeing the state government and setting its policy agenda.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasOppositionLeaderTitle
Context triple: [House of Assembly of South Australia, hasOppositionLeaderTitle, Leader of the Opposition (South Australia)]
  • A. oppositionLeader chosen
    Indicates that one entity serves as the primary political leader of the opposition in relation to another governing entity.
  • B. opposedLeader
    Indicates that one entity actively resisted, challenged, or worked against the leadership or authority of another entity.
  • C. hasDeputyLeaderTitle
    Indicates that an entity holds a specific title associated with the role of deputy leader.
  • D. hasParliamentaryLeader
    Indicates that a political party or parliamentary group is associated with a specific individual who serves as its leader within a parliamentary body.
  • E. primaryOpposingLeader
    Indicates that one entity serves as the main or chief leader directly opposing another entity in a conflict, competition, or political context.
  • 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_69ab4c3d16bc81908b3a1c98fbd287fe completed March 6, 2026, 9:50 p.m.
NER Named-entity recognition batch_69abdf1b58c88190b45d8c5a76dc52ac completed March 7, 2026, 8:17 a.m.
NED1 Entity disambiguation (via context triple) batch_69afe8d850b481909850ff5e89021824 completed March 10, 2026, 9:48 a.m.
NEDg Description generation batch_69afe990ce088190b42b20037c1eef3f completed March 10, 2026, 9:51 a.m.
NED2 Entity disambiguation (via description) batch_69b00d04f42081909d59e1ad1bec6c34 completed March 10, 2026, 12:22 p.m.
PD Predicate disambiguation batch_69abdd0e86808190bcefffafbd3cd441 completed March 7, 2026, 8:08 a.m.
Created at: March 6, 2026, 10:02 p.m.