Triple

T12726747

Position	Surface form	Disambiguated ID	Type / Status
Subject	Leader of the Opposition (South Australia)	`E304126`	entity
Predicate	isHeadOf	`P2537`	FINISHED
Object	Official Opposition (South Australia) The Official Opposition (South Australia) is the largest political party or coalition in the South Australian Parliament that is not in government and is tasked with scrutinising and challenging the policies and actions of the ruling administration.	`E1000491`	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: Official Opposition (South Australia) | Statement: [Leader of the Opposition (South Australia), isHeadOf, Official Opposition (South Australia)]

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

Target entity: Official Opposition (South Australia)
Context triple: [Leader of the Opposition (South Australia), isHeadOf, Official Opposition (South Australia)]

A. 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.
B. Official Opposition in New South Wales
The Official Opposition in New South Wales is the largest political party or coalition in the New South Wales Parliament that is not in government and is tasked with scrutinising and challenging the policies and actions of the ruling administration.
C. 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.
D. 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.
E. Leader of the Opposition (Victoria)
Leader of the Opposition (Victoria) is the parliamentary role held by the head of the largest non-governing party in the Parliament of Victoria, responsible for leading the opposition to the state government.
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: Official Opposition (South Australia)
Triple: [Leader of the Opposition (South Australia), isHeadOf, Official Opposition (South Australia)]

Generated description

The Official Opposition (South Australia) is the largest political party or coalition in the South Australian Parliament that is not in government and is tasked with scrutinising and challenging the policies and actions of the ruling administration.

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

Target entity: Official Opposition (South Australia)
Target entity description: The Official Opposition (South Australia) is the largest political party or coalition in the South Australian Parliament that is not in government and is tasked with scrutinising and challenging the policies and actions of the ruling administration.

A. 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.
B. Official Opposition in New South Wales
The Official Opposition in New South Wales is the largest political party or coalition in the New South Wales Parliament that is not in government and is tasked with scrutinising and challenging the policies and actions of the ruling administration.
C. 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.
D. 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.
E. Leader of the Opposition (Victoria)
Leader of the Opposition (Victoria) is the parliamentary role held by the head of the largest non-governing party in the Parliament of Victoria, responsible for leading the opposition to the state government.
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_69d7bdf084148190ab9d513dc0735af4`	completed	April 9, 2026, 2:55 p.m.
NER	Named-entity recognition	`batch_69d96415ebe48190ae935bc3a9b00f65`	completed	April 10, 2026, 8:56 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_69f67ececce8819080335e67bd747057`	completed	May 2, 2026, 10:46 p.m.

Created at: April 9, 2026, 5:25 p.m.