Triple

T3255580

Position	Surface form	Disambiguated ID	Type / Status
Subject	Leader of the Opposition (Queensland)	`E68285`	entity
Predicate	hasAnalogue	`P6587`	FINISHED
Object	Leader of the Opposition (Australia) The Leader of the Opposition (Australia) is the head of the largest political party not in government at the federal level, serving as the principal opponent and alternative prime minister to the sitting government.	`E341242`	NE FINISHED

How this triple was built (4 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 (Australia) | Statement: [Leader of the Opposition (Queensland), hasAnalogue, Leader of the Opposition (Australia)]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Leader of the Opposition (Australia)
Context triple: [Leader of the Opposition (Queensland), hasAnalogue, Leader of the Opposition (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. 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.
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. 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.
E. Speaker of the Australian House of Representatives
The Speaker of the Australian House of Representatives is the presiding officer responsible for maintaining order, managing debates, and representing the lower house of the Australian Parliament.
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 (Australia)
Triple: [Leader of the Opposition (Queensland), hasAnalogue, Leader of the Opposition (Australia)]

Generated description

The Leader of the Opposition (Australia) is the head of the largest political party not in government at the federal level, serving as the principal opponent and alternative prime minister to the sitting government.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Leader of the Opposition (Australia)
Target entity description: The Leader of the Opposition (Australia) is the head of the largest political party not in government at the federal level, serving as the principal opponent and alternative prime minister to the sitting government.

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. 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.
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. 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.
E. Speaker of the Australian House of Representatives
The Speaker of the Australian House of Representatives is the presiding officer responsible for maintaining order, managing debates, and representing the lower house of the Australian Parliament.
F. None of above. chosen

Provenance (5 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_69ad858f74408190bcbd07f967cd7bd0`	completed	March 8, 2026, 2:19 p.m.
NER	Named-entity recognition	`batch_69adaf6753b0819081755a529fd87cb1`	completed	March 8, 2026, 5:18 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b28ece1d1c81909bacadecea679a7f`	completed	March 12, 2026, 10 a.m.
NEDg	Description generation	`batch_69b2904acf6881908fc4f1eb0e515b19`	completed	March 12, 2026, 10:07 a.m.
NED2	Entity disambiguation (via description)	`batch_69b2a8b873b081909bbb5de329e45169`	completed	March 12, 2026, 11:51 a.m.

Created at: March 8, 2026, 3:09 p.m.