Triple

T15401240

Position	Surface form	Disambiguated ID	Type / Status
Subject	Goulburn Mulwaree Council	`E368320`	entity
Predicate	hasMayor	`P185`	FINISHED
Object	Mayor of Goulburn Mulwaree The Mayor of Goulburn Mulwaree is the elected head of the local government area encompassing the city of Goulburn and surrounding districts in New South Wales, Australia.	`E1155063`	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 Goulburn Mulwaree | Statement: [Goulburn Mulwaree Council, hasMayor, Mayor of Goulburn Mulwaree]

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

Target entity: Mayor of Goulburn Mulwaree
Context triple: [Goulburn Mulwaree Council, hasMayor, Mayor of Goulburn Mulwaree]

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 Junee Shire
The Mayor of Junee Shire is the elected head of the local government council responsible for leading civic administration and representing the Junee Shire community in New South Wales, Australia.
C. 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.
D. Lord Mayor of Darwin
The Lord Mayor of Darwin is the elected head of the Darwin City Council, serving as the chief civic and political representative of the city of Darwin in Australia's Northern Territory.
E. 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.
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 Goulburn Mulwaree
Triple: [Goulburn Mulwaree Council, hasMayor, Mayor of Goulburn Mulwaree]

Generated description

The Mayor of Goulburn Mulwaree is the elected head of the local government area encompassing the city of Goulburn and surrounding districts in New South Wales, Australia.

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

Target entity: Mayor of Goulburn Mulwaree
Target entity description: The Mayor of Goulburn Mulwaree is the elected head of the local government area encompassing the city of Goulburn and surrounding districts in New South Wales, Australia.

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 Junee Shire
The Mayor of Junee Shire is the elected head of the local government council responsible for leading civic administration and representing the Junee Shire community in New South Wales, Australia.
C. 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.
D. Lord Mayor of Darwin
The Lord Mayor of Darwin is the elected head of the Darwin City Council, serving as the chief civic and political representative of the city of Darwin in Australia's Northern Territory.
E. 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.
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_69d85a16c68c819099c1b547fbc87b32`	completed	April 10, 2026, 2:01 a.m.
NER	Named-entity recognition	`batch_69e03e8ea0ac8190a5c68b1951ad3db1`	completed	April 16, 2026, 1:42 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69ff13567e3481908eb6293c6af35f3a`	completed	May 9, 2026, 10:58 a.m.
NEDg	Description generation	`batch_69ff144af00481909191a2d33874c195`	completed	May 9, 2026, 11:02 a.m.
NED2	Entity disambiguation (via description)	`batch_69ff15ae7c9c81909fd0894e48e5b5b1`	completed	May 9, 2026, 11:08 a.m.

Created at: April 10, 2026, 3:19 a.m.