Triple

T14825892

Position	Surface form	Disambiguated ID	Type / Status
Subject	Local Government Act 1993 (NSW)	`E348568`	entity
Predicate	administeredBy	`P86`	FINISHED
Object	Minister for Local Government (New South Wales) The Minister for Local Government (New South Wales) is a state government minister responsible for overseeing and regulating local councils and municipal governance across New South Wales.	`E1122710`	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: Minister for Local Government (New South Wales) | Statement: [Local Government Act 1993 (NSW), administeredBy, Minister for Local Government (New South Wales)]

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

Target entity: Minister for Local Government (New South Wales)
Context triple: [Local Government Act 1993 (NSW), administeredBy, Minister for Local Government (New South Wales)]

A. Minister for Local Government
The Minister for Local Government is a UK government ministerial role responsible for overseeing local authorities, local government finance, and related community governance policies.
B. Minister for Public Works of New South Wales
The Minister for Public Works of New South Wales was a senior government portfolio responsible for overseeing the planning, construction, and maintenance of public infrastructure and works across the Australian state of New South Wales.
C. Office of Local Government (NSW)
The Office of Local Government (NSW) is a New South Wales government agency responsible for overseeing, supporting, and regulating the state’s local councils and their governance.
D. Minister for Planning (New South Wales)
The Minister for Planning (New South Wales) is a senior state government minister responsible for overseeing land-use planning, urban development, and environmental assessment across New South Wales.
E. Shadow Minister for Local Government
The Shadow Minister for Local Government is an opposition frontbench role in Queensland responsible for scrutinising and proposing alternatives to the state government’s local government policies and administration.
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: Minister for Local Government (New South Wales)
Triple: [Local Government Act 1993 (NSW), administeredBy, Minister for Local Government (New South Wales)]

Generated description

The Minister for Local Government (New South Wales) is a state government minister responsible for overseeing and regulating local councils and municipal governance across New South Wales.

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

Target entity: Minister for Local Government (New South Wales)
Target entity description: The Minister for Local Government (New South Wales) is a state government minister responsible for overseeing and regulating local councils and municipal governance across New South Wales.

A. Minister for Local Government
The Minister for Local Government is a UK government ministerial role responsible for overseeing local authorities, local government finance, and related community governance policies.
B. Minister for Public Works of New South Wales
The Minister for Public Works of New South Wales was a senior government portfolio responsible for overseeing the planning, construction, and maintenance of public infrastructure and works across the Australian state of New South Wales.
C. Office of Local Government (NSW)
The Office of Local Government (NSW) is a New South Wales government agency responsible for overseeing, supporting, and regulating the state’s local councils and their governance.
D. Minister for Planning (New South Wales)
The Minister for Planning (New South Wales) is a senior state government minister responsible for overseeing land-use planning, urban development, and environmental assessment across New South Wales.
E. Shadow Minister for Local Government
The Shadow Minister for Local Government is an opposition frontbench role in Queensland responsible for scrutinising and proposing alternatives to the state government’s local government policies and administration.
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_69d822eb8f588190bf53445e730a934f`	completed	April 9, 2026, 10:06 p.m.
NER	Named-entity recognition	`batch_69ded0713700819097bbb0352650984b`	completed	April 14, 2026, 11:40 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69fe389f48cc819089d860f0208dd465`	completed	May 8, 2026, 7:25 p.m.
NEDg	Description generation	`batch_69fe3a2167348190bb428c7f23ec9748`	completed	May 8, 2026, 7:31 p.m.
NED2	Entity disambiguation (via description)	`batch_69fe3aee9d248190b202c7252f290f38`	completed	May 8, 2026, 7:35 p.m.

Created at: April 10, 2026, 1:51 a.m.