Triple

T12726768
Position Surface form Disambiguated ID Type / Status
Subject Leader of the Opposition (South Australia) E304126 entity
Predicate hasOppositionFrontbench P106596 FINISHED
Object Shadow Ministry of South Australia
The Shadow Ministry of South Australia is the team of senior opposition politicians who each scrutinize and propose alternatives to specific government portfolios in the South Australian Parliament.
E999856 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: Shadow Ministry of South Australia | Statement: [Leader of the Opposition (South Australia), hasOppositionFrontbench, Shadow Ministry of South Australia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Shadow Ministry of South Australia
Context triple: [Leader of the Opposition (South Australia), hasOppositionFrontbench, Shadow Ministry of South Australia]
  • A. Government of South Australia
    The Government of South Australia is the state-level executive authority responsible for administering laws, public services, and policy in the Australian state of South Australia.
  • B. Cabinet of South Australia
    The Cabinet of South Australia is the central decision-making body of senior government ministers responsible for directing the state's executive government and policy.
  • C. Executive Council of South Australia
    The Executive Council of South Australia is the formal body of ministers, presided over by the Governor, that provides official advice and approval for executive decisions of the South Australian government.
  • D. Provincial council of the Province of South Australia
    The Provincial Council of the Province of South Australia was the early representative legislative body that advised the colonial administration and helped shape the governance of South Australia in the 19th century.
  • E. Electoral Commission of South Australia
    The Electoral Commission of South Australia is the independent statutory authority responsible for conducting state and local government elections and managing electoral processes in South Australia.
  • 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: Shadow Ministry of South Australia
Triple: [Leader of the Opposition (South Australia), hasOppositionFrontbench, Shadow Ministry of South Australia]
Generated description
The Shadow Ministry of South Australia is the team of senior opposition politicians who each scrutinize and propose alternatives to specific government portfolios in the South Australian Parliament.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Shadow Ministry of South Australia
Target entity description: The Shadow Ministry of South Australia is the team of senior opposition politicians who each scrutinize and propose alternatives to specific government portfolios in the South Australian Parliament.
  • A. Government of South Australia
    The Government of South Australia is the state-level executive authority responsible for administering laws, public services, and policy in the Australian state of South Australia.
  • B. Cabinet of South Australia
    The Cabinet of South Australia is the central decision-making body of senior government ministers responsible for directing the state's executive government and policy.
  • C. Executive Council of South Australia
    The Executive Council of South Australia is the formal body of ministers, presided over by the Governor, that provides official advice and approval for executive decisions of the South Australian government.
  • D. Provincial council of the Province of South Australia
    The Provincial Council of the Province of South Australia was the early representative legislative body that advised the colonial administration and helped shape the governance of South Australia in the 19th century.
  • E. Electoral Commission of South Australia
    The Electoral Commission of South Australia is the independent statutory authority responsible for conducting state and local government elections and managing electoral processes in South Australia.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasOppositionFrontbench
Context triple: [Leader of the Opposition (South Australia), hasOppositionFrontbench, Shadow Ministry of South Australia]
  • A. hasMainOpposition
    Indicates that one entity serves as the primary opposing force, rival, or counterparty to another entity.
  • B. hasOppositionCoalition
    Indicates that a political entity faces an organized coalition of opposing parties or groups.
  • C. hasOppositionParties
    Indicates that an entity (typically a government or ruling body) has one or more political parties that formally oppose or challenge its policies or authority.
  • D. parliamentaryOppositionTo
    Indicates that one party, group, or member within a parliamentary system formally opposes the policies, actions, or proposals of another.
  • E. oppositionLeader
    Indicates that one entity serves as the primary political leader of the opposition in relation to another governing entity.
  • F. None of above. chosen

Provenance (7 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_69d7bdf084148190ab9d513dc0735af4 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d96d89ea70819098c470344f172167 completed April 10, 2026, 9:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69f67c884bd08190bf0022e8303a4987 completed May 2, 2026, 10:36 p.m.
NEDg Description generation batch_69f67de172088190b055ace0fdcfd1fd completed May 2, 2026, 10:42 p.m.
NED2 Entity disambiguation (via description) batch_69f67ed2eac88190938747d2c75bae86 completed May 2, 2026, 10:46 p.m.
PD Predicate disambiguation batch_69d96403957c81909acdee7bdae71696 completed April 10, 2026, 8:56 p.m.
PDg Predicate description generation batch_69d96d87078c819083ea724238992204 completed April 10, 2026, 9:37 p.m.
Created at: April 9, 2026, 5:25 p.m.