Triple

T10742856

Position	Surface form	Disambiguated ID	Type / Status
Subject	Port Macquarie-Hastings Council	`E253370`	entity
Predicate	hasMayor	`P185`	FINISHED
Object	Mayor of Port Macquarie-Hastings The Mayor of Port Macquarie-Hastings is the elected head of the local government area’s council in New South Wales, Australia, responsible for leading council meetings and representing the community in civic and regional affairs.	`E882573`	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: Mayor of Port Macquarie-Hastings | Statement: [Port Macquarie-Hastings Council, hasMayor, Mayor of Port Macquarie-Hastings]

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

Target entity: Mayor of Port Macquarie-Hastings
Context triple: [Port Macquarie-Hastings Council, hasMayor, Mayor of Port Macquarie-Hastings]

A. Mayor of Coffs Harbour
The Mayor of Coffs Harbour is the elected head of the local government responsible for leading the Coffs Harbour City Council and representing the interests of the Coffs Harbour community.
B. Mayor of Cairns
The Mayor of Cairns is the elected civic and political leader of the Cairns local government area in Far North Queensland, Australia, responsible for representing the community and overseeing the region’s municipal governance.
C. Lord Mayor of Brisbane
The Lord Mayor of Brisbane is the popularly elected head of the Brisbane City Council and the chief representative and political leader of the City of Brisbane, Australia.
D. Lord Mayor of Wollongong
The Lord Mayor of Wollongong is the popularly elected civic and political leader of the City of Wollongong in New South Wales, Australia, who chairs the city council and represents the municipality.
E. Port Macquarie-Hastings Council
Port Macquarie-Hastings Council is the local government authority responsible for administering the Port Macquarie-Hastings region on the mid-north coast of New South Wales, 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: Mayor of Port Macquarie-Hastings
Triple: [Port Macquarie-Hastings Council, hasMayor, Mayor of Port Macquarie-Hastings]

Generated description

The Mayor of Port Macquarie-Hastings is the elected head of the local government area’s council in New South Wales, Australia, responsible for leading council meetings and representing the community in civic and regional affairs.

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

Target entity: Mayor of Port Macquarie-Hastings
Target entity description: The Mayor of Port Macquarie-Hastings is the elected head of the local government area’s council in New South Wales, Australia, responsible for leading council meetings and representing the community in civic and regional affairs.

A. Mayor of Coffs Harbour
The Mayor of Coffs Harbour is the elected head of the local government responsible for leading the Coffs Harbour City Council and representing the interests of the Coffs Harbour community.
B. Mayor of Cairns
The Mayor of Cairns is the elected civic and political leader of the Cairns local government area in Far North Queensland, Australia, responsible for representing the community and overseeing the region’s municipal governance.
C. Lord Mayor of Brisbane
The Lord Mayor of Brisbane is the popularly elected head of the Brisbane City Council and the chief representative and political leader of the City of Brisbane, Australia.
D. Lord Mayor of Wollongong
The Lord Mayor of Wollongong is the popularly elected civic and political leader of the City of Wollongong in New South Wales, Australia, who chairs the city council and represents the municipality.
E. Port Macquarie-Hastings Council
Port Macquarie-Hastings Council is the local government authority responsible for administering the Port Macquarie-Hastings region on the mid-north coast of New South Wales, 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_69d6aa5e51e8819095f06881cecf152e`	completed	April 8, 2026, 7:19 p.m.
NER	Named-entity recognition	`batch_69d711b5dd8c81908f1d9b126e4c3ae7`	completed	April 9, 2026, 2:40 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69dbdb0470a4819082c5eb1f43ee02e2`	completed	April 12, 2026, 5:48 p.m.
NEDg	Description generation	`batch_69dcad07b51081908fd66ee9ff7341f6`	completed	April 13, 2026, 8:44 a.m.
NED2	Entity disambiguation (via description)	`batch_69dd4386e3308190bb8503ce75fa628f`	completed	April 13, 2026, 7:27 p.m.

Created at: April 8, 2026, 9:15 p.m.