Triple

T547941
Position Surface form Disambiguated ID Type / Status
Subject Legislative Assembly of Queensland E12772 entity
Predicate oppositionLedBy P5584 FINISHED
Object 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.
E68285 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 (Queensland) | Statement: [Legislative Assembly of Queensland, oppositionLedBy, Leader of the Opposition (Queensland)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Leader of the Opposition (Queensland)
Context triple: [Legislative Assembly of Queensland, oppositionLedBy, Leader of the Opposition (Queensland)]
  • A. Speaker of the Legislative Assembly of Queensland
    The Speaker of the Legislative Assembly of Queensland is the presiding officer responsible for maintaining order, overseeing debates, and representing the Queensland Parliament in its official capacities.
  • B. 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.
  • C. 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.
  • D. Premier of Queensland
    The Premier of Queensland is the head of the state government in Queensland, Australia, responsible for leading the executive branch and setting policy direction.
  • E. Deputy Leader of the Opposition (UK)
    The Deputy Leader of the Opposition (UK) is a senior political role, typically within the main opposition party, responsible for supporting and standing in for the Leader of the Opposition in parliamentary and party duties.
  • 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 (Queensland)
Triple: [Legislative Assembly of Queensland, oppositionLedBy, Leader of the Opposition (Queensland)]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Leader of the Opposition (Queensland)
Target entity description: 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.
  • A. Speaker of the Legislative Assembly of Queensland
    The Speaker of the Legislative Assembly of Queensland is the presiding officer responsible for maintaining order, overseeing debates, and representing the Queensland Parliament in its official capacities.
  • B. 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.
  • C. 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.
  • D. Premier of Queensland
    The Premier of Queensland is the head of the state government in Queensland, Australia, responsible for leading the executive branch and setting policy direction.
  • E. Deputy Leader of the Opposition (UK)
    The Deputy Leader of the Opposition (UK) is a senior political role, typically within the main opposition party, responsible for supporting and standing in for the Leader of the Opposition in parliamentary and party duties.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: oppositionLedBy
Context triple: [Legislative Assembly of Queensland, oppositionLedBy, Leader of the Opposition (Queensland)]
  • A. oppositionLeader chosen
    Indicates that one entity serves as the primary political leader of the opposition in relation to another governing entity.
  • B. politicalPartyLeader
    Indicates that one entity serves as the leader or head of a specified political party.
  • C. opposedByLeader
    Indicates that an action, proposal, or position is actively resisted or rejected by a leader.
  • D. rivalParty
    Indicates that one party is in competition or opposition with another party, often pursuing conflicting goals or interests.
  • E. currentPresidingOfficerParty
    Indicates the political party affiliation of the person who is currently serving as the presiding officer of a given body or institution.
  • 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_69a49334226c81908b0ea1689ef6aa3f completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a498e2e8c88190a66d759ed3094e18 completed March 1, 2026, 7:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69a4d044b03c8190b7c87b0da05e4d6e completed March 1, 2026, 11:48 p.m.
NEDg Description generation batch_69a4d0daca588190a6a1865ae3d12c71 completed March 1, 2026, 11:50 p.m.
NED2 Entity disambiguation (via description) batch_69a4d18801248190afedd4ea5f718bd7 completed March 1, 2026, 11:53 p.m.
PD Predicate disambiguation batch_69a494b957988190bc269e372df2f0b2 completed March 1, 2026, 7:34 p.m.
Created at: March 1, 2026, 7:32 p.m.