Triple

T16414872

Position	Surface form	Disambiguated ID	Type / Status
Subject	Charters Towers	`E398657`	entity
Predicate	localGovernmentArea	`P3379`	FINISHED
Object	Charters Towers Regional Council Charters Towers Regional Council is the local governing body responsible for administering the Charters Towers region in Queensland, Australia, including its municipal services, planning, and community development.	`E1211335`	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: Charters Towers Regional Council | Statement: [Charters Towers, localGovernmentArea, Charters Towers Regional Council]

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

Target entity: Charters Towers Regional Council
Context triple: [Charters Towers, localGovernmentArea, Charters Towers Regional Council]

A. Mackay Regional Council
Mackay Regional Council is the local government authority responsible for administering services, infrastructure, and community development in the Mackay region of Queensland, Australia.
B. Cairns Regional Council
Cairns Regional Council is the local governing body responsible for municipal services, planning, and community development in the Cairns region of Far North Queensland, Australia.
C. Sunshine Coast Regional Council
Sunshine Coast Regional Council is the local government authority responsible for administering services, planning, and community development across the Sunshine Coast region in Queensland, Australia.
D. Bundaberg Regional Council
Bundaberg Regional Council is the local government authority responsible for administering the Bundaberg region in Queensland, Australia, including its public facilities and community services.
E. Fraser Coast Regional Council
Fraser Coast Regional Council is the local government authority responsible for administering the Fraser Coast region in Queensland, Australia, including major centres such as Hervey Bay and Maryborough.
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: Charters Towers Regional Council
Triple: [Charters Towers, localGovernmentArea, Charters Towers Regional Council]

Generated description

Charters Towers Regional Council is the local governing body responsible for administering the Charters Towers region in Queensland, Australia, including its municipal services, planning, and community development.

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

Target entity: Charters Towers Regional Council
Target entity description: Charters Towers Regional Council is the local governing body responsible for administering the Charters Towers region in Queensland, Australia, including its municipal services, planning, and community development.

A. Mackay Regional Council
Mackay Regional Council is the local government authority responsible for administering services, infrastructure, and community development in the Mackay region of Queensland, Australia.
B. Cairns Regional Council
Cairns Regional Council is the local governing body responsible for municipal services, planning, and community development in the Cairns region of Far North Queensland, Australia.
C. Sunshine Coast Regional Council
Sunshine Coast Regional Council is the local government authority responsible for administering services, planning, and community development across the Sunshine Coast region in Queensland, Australia.
D. Bundaberg Regional Council
Bundaberg Regional Council is the local government authority responsible for administering the Bundaberg region in Queensland, Australia, including its public facilities and community services.
E. Fraser Coast Regional Council
Fraser Coast Regional Council is the local government authority responsible for administering the Fraser Coast region in Queensland, Australia, including major centres such as Hervey Bay and Maryborough.
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_69d87f2b9024819085c20e52de95d583`	completed	April 10, 2026, 4:40 a.m.
NER	Named-entity recognition	`batch_69e3287741008190856882b7f34024fc`	completed	April 18, 2026, 6:45 a.m.
NED1	Entity disambiguation (via context triple)	`batch_6a003c6a89988190a44515f1ca08099f`	completed	May 10, 2026, 8:06 a.m.
NEDg	Description generation	`batch_6a003db7b0308190bc4b8065cf2c01ec`	completed	May 10, 2026, 8:11 a.m.
NED2	Entity disambiguation (via description)	`batch_6a003e86a9f48190ae39ec170c776604`	completed	May 10, 2026, 8:15 a.m.

Created at: April 10, 2026, 5:09 a.m.