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.