Triple

T12102201

Position	Surface form	Disambiguated ID	Type / Status
Subject	Official Opposition in New South Wales	`E288217`	entity
Predicate	hasDeputyLeaderTitle	`P3256`	FINISHED
Object	Deputy Leader of the Opposition (New South Wales) The Deputy Leader of the Opposition (New South Wales) is the second-highest-ranking member of the state's parliamentary opposition, assisting the Opposition Leader in leading and coordinating the opposition's political and legislative agenda.	`E969403`	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: Deputy Leader of the Opposition (New South Wales) | Statement: [Official Opposition in New South Wales, hasDeputyLeaderTitle, Deputy Leader of the Opposition (New South Wales)]

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

Target entity: Deputy Leader of the Opposition (New South Wales)
Context triple: [Official Opposition in New South Wales, hasDeputyLeaderTitle, Deputy Leader of the Opposition (New South Wales)]

A. Leader of the Opposition (New South Wales)
The Leader of the Opposition (New South Wales) is the head of the largest non-government party in the New South Wales Parliament, responsible for leading the opposition to the state government and presenting an alternative policy agenda.
B. 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.
C. Deputy Speaker of the New South Wales Legislative Assembly
The Deputy Speaker of the New South Wales Legislative Assembly is a presiding officer who assists and stands in for the Speaker in managing debates and maintaining order in the lower house of the New South Wales Parliament.
D. 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.
E. 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.
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: Deputy Leader of the Opposition (New South Wales)
Triple: [Official Opposition in New South Wales, hasDeputyLeaderTitle, Deputy Leader of the Opposition (New South Wales)]

Generated description

The Deputy Leader of the Opposition (New South Wales) is the second-highest-ranking member of the state's parliamentary opposition, assisting the Opposition Leader in leading and coordinating the opposition's political and legislative agenda.

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

Target entity: Deputy Leader of the Opposition (New South Wales)
Target entity description: The Deputy Leader of the Opposition (New South Wales) is the second-highest-ranking member of the state's parliamentary opposition, assisting the Opposition Leader in leading and coordinating the opposition's political and legislative agenda.

A. Leader of the Opposition (New South Wales)
The Leader of the Opposition (New South Wales) is the head of the largest non-government party in the New South Wales Parliament, responsible for leading the opposition to the state government and presenting an alternative policy agenda.
B. 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.
C. Deputy Speaker of the New South Wales Legislative Assembly
The Deputy Speaker of the New South Wales Legislative Assembly is a presiding officer who assists and stands in for the Speaker in managing debates and maintaining order in the lower house of the New South Wales Parliament.
D. 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.
E. 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.
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_69d6ab4a5c448190a110d1273314b21a`	completed	April 8, 2026, 7:23 p.m.
NER	Named-entity recognition	`batch_69d9155576b48190849f0c3e079a935f`	completed	April 10, 2026, 3:20 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69f60a7140c4819086a2dcb2cf334963`	completed	May 2, 2026, 2:30 p.m.
NEDg	Description generation	`batch_69f60bda16e48190af8abc0aa8ef41f0`	completed	May 2, 2026, 2:36 p.m.
NED2	Entity disambiguation (via description)	`batch_69f60cd51d34819099927fee476958ea`	completed	May 2, 2026, 2:40 p.m.

Created at: April 8, 2026, 9:48 p.m.