Triple

T2678736

Position	Surface form	Disambiguated ID	Type / Status
Subject	2027 New South Wales state election	`E56521`	entity
Predicate	determines	`P1033`	FINISHED
Object	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.	`E288217`	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 in New South Wales | Statement: [2027 New South Wales state election, determines, Official Opposition in New South Wales]

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

Target entity: Official Opposition in New South Wales
Context triple: [2027 New South Wales state election, determines, Official Opposition in New South Wales]

A. Politics of New South Wales
Politics of New South Wales encompasses the governmental structures, political institutions, parties, and processes that shape public policy and governance in the Australian state of New South Wales.
B. New South Wales state election
The New South Wales state election is a periodic Australian parliamentary election in which voters choose members of the New South Wales Parliament and determine which party forms the state government.
C. New South Wales Constitution and standing orders of the Legislative Assembly
The New South Wales Constitution and standing orders of the Legislative Assembly form the primary legal and procedural framework governing the powers, functions, and operations of the New South Wales Legislative Assembly and its presiding officers.
D. Standard of the Governor of New South Wales
The Standard of the Governor of New South Wales is the official personal flag used to represent the governor’s authority and presence within the Australian state of New South Wales.
E. New South Wales Legislative Assembly
The New South Wales Legislative Assembly is the elected lower house of the Parliament of New South Wales, responsible for initiating legislation and representing the state's voters.
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 in New South Wales
Triple: [2027 New South Wales state election, determines, Official Opposition in New South Wales]

Generated description

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.

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

Target entity: Official Opposition in New South Wales
Target entity description: 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.

A. Politics of New South Wales
Politics of New South Wales encompasses the governmental structures, political institutions, parties, and processes that shape public policy and governance in the Australian state of New South Wales.
B. New South Wales state election
The New South Wales state election is a periodic Australian parliamentary election in which voters choose members of the New South Wales Parliament and determine which party forms the state government.
C. New South Wales Constitution and standing orders of the Legislative Assembly
The New South Wales Constitution and standing orders of the Legislative Assembly form the primary legal and procedural framework governing the powers, functions, and operations of the New South Wales Legislative Assembly and its presiding officers.
D. Standard of the Governor of New South Wales
The Standard of the Governor of New South Wales is the official personal flag used to represent the governor’s authority and presence within the Australian state of New South Wales.
E. New South Wales Legislative Assembly
The New South Wales Legislative Assembly is the elected lower house of the Parliament of New South Wales, responsible for initiating legislation and representing the state's voters.
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_69ab4a4b13fc81909dfdb3f23da46832`	completed	March 6, 2026, 9:42 p.m.
NER	Named-entity recognition	`batch_69abd9d141888190bbd63e7a2b970fa0`	completed	March 7, 2026, 7:54 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69afa0681f3c8190898e58f3138b16fa`	completed	March 10, 2026, 4:39 a.m.
NEDg	Description generation	`batch_69afa0fef4c481908db42628cd6e72fe`	completed	March 10, 2026, 4:41 a.m.
NED2	Entity disambiguation (via description)	`batch_69afa1fc3884819094503650206ec788`	completed	March 10, 2026, 4:45 a.m.

Created at: March 6, 2026, 9:54 p.m.