Triple

T14155006

Position	Surface form	Disambiguated ID	Type / Status
Subject	Local government areas of New South Wales	`E350791`	entity
Predicate	regulatedBy	`P86`	FINISHED
Object	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.	`E1083966`	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: Office of Local Government (NSW) | Statement: [Local government areas of New South Wales, regulatedBy, Office of Local Government (NSW)]

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

Target entity: Office of Local Government (NSW)
Context triple: [Local government areas of New South Wales, regulatedBy, Office of Local Government (NSW)]

A. Office of Local Government Services
The Office of Local Government Services is a division within New York State government that provides guidance, training, and technical assistance to local governments on administration, management, and community development.
B. Local Government Act 1993 (NSW)
The Local Government Act 1993 (NSW) is the primary New South Wales legislation that establishes the powers, responsibilities, and governance framework for local councils and their operations.
C. Government of New South Wales
The Government of New South Wales is the executive authority of the Australian state of New South Wales, responsible for administering state laws, public services, and policy through its Premier and various departments and agencies.
D. Local government areas of New South Wales
Local government areas of New South Wales are the primary local administrative divisions within the Australian state of New South Wales, each governed by a council responsible for local services, planning, and community facilities.
E. City of Sydney Council
The City of Sydney Council is the local government authority responsible for municipal services, planning, and governance in central Sydney, Australia.
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: Office of Local Government (NSW)
Triple: [Local government areas of New South Wales, regulatedBy, Office of Local Government (NSW)]

Generated description

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.

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

Target entity: Office of Local Government (NSW)
Target entity description: 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.

A. Office of Local Government Services
The Office of Local Government Services is a division within New York State government that provides guidance, training, and technical assistance to local governments on administration, management, and community development.
B. Local Government Act 1993 (NSW)
The Local Government Act 1993 (NSW) is the primary New South Wales legislation that establishes the powers, responsibilities, and governance framework for local councils and their operations.
C. Government of New South Wales
The Government of New South Wales is the executive authority of the Australian state of New South Wales, responsible for administering state laws, public services, and policy through its Premier and various departments and agencies.
D. Local government areas of New South Wales
Local government areas of New South Wales are the primary local administrative divisions within the Australian state of New South Wales, each governed by a council responsible for local services, planning, and community facilities.
E. City of Sydney Council
The City of Sydney Council is the local government authority responsible for municipal services, planning, and governance in central Sydney, Australia.
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_69d8278775fc8190b0802d22ca2f495d`	completed	April 9, 2026, 10:26 p.m.
NER	Named-entity recognition	`batch_69de6135744c81909a43d659f5fe2895`	completed	April 14, 2026, 3:45 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69fcf7ec6448819087e50aac964ec637`	completed	May 7, 2026, 8:37 p.m.
NEDg	Description generation	`batch_69fd06d23af481909924b61260788f0b`	completed	May 7, 2026, 9:40 p.m.
NED2	Entity disambiguation (via description)	`batch_69fd075f7a40819097de4bdbd3fad547`	completed	May 7, 2026, 9:42 p.m.

Created at: April 10, 2026, 12:58 a.m.