Triple

T15005879

Position	Surface form	Disambiguated ID	Type / Status
Subject	Central Highlands Region	`E377709`	entity
Predicate	hasLocalGovernment	`P2820`	FINISHED
Object	Central Highlands Regional Council Central Highlands Regional Council is the local government authority responsible for administering services, infrastructure, and community development across Queensland’s Central Highlands Region in Australia.	`E1131890`	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: Central Highlands Regional Council | Statement: [Central Highlands Region, hasLocalGovernment, Central Highlands Regional Council]

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

Target entity: Central Highlands Regional Council
Context triple: [Central Highlands Region, hasLocalGovernment, Central Highlands Regional Council]

A. Central Highlands Council
Central Highlands Council is a local government area in Tasmania, Australia, encompassing a sparsely populated highland region known for its lakes, hydroelectric schemes, and wilderness areas.
B. Southern Downs Regional Council
Southern Downs Regional Council is the local government authority responsible for administering the Southern Downs region in Queensland, Australia, including the city of Warwick and surrounding rural communities.
C. MacDonnell Regional Council
MacDonnell Regional Council is a local government authority in Australia's Northern Territory responsible for providing municipal and community services to remote communities across the MacDonnell Region.
D. Western Downs Regional Council
Western Downs Regional Council is the local government authority responsible for administering the Western Downs Region in Queensland, Australia, including the town of Dalby.
E. Huon Valley Council
Huon Valley Council is a local government area in southern Tasmania that administers a largely rural region known for its forests, waterways, and apple-growing heritage.
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: Central Highlands Regional Council
Triple: [Central Highlands Region, hasLocalGovernment, Central Highlands Regional Council]

Generated description

Central Highlands Regional Council is the local government authority responsible for administering services, infrastructure, and community development across Queensland’s Central Highlands Region in Australia.

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

Target entity: Central Highlands Regional Council
Target entity description: Central Highlands Regional Council is the local government authority responsible for administering services, infrastructure, and community development across Queensland’s Central Highlands Region in Australia.

A. Central Highlands Council
Central Highlands Council is a local government area in Tasmania, Australia, encompassing a sparsely populated highland region known for its lakes, hydroelectric schemes, and wilderness areas.
B. Southern Downs Regional Council
Southern Downs Regional Council is the local government authority responsible for administering the Southern Downs region in Queensland, Australia, including the city of Warwick and surrounding rural communities.
C. MacDonnell Regional Council
MacDonnell Regional Council is a local government authority in Australia's Northern Territory responsible for providing municipal and community services to remote communities across the MacDonnell Region.
D. Western Downs Regional Council
Western Downs Regional Council is the local government authority responsible for administering the Western Downs Region in Queensland, Australia, including the town of Dalby.
E. Huon Valley Council
Huon Valley Council is a local government area in southern Tasmania that administers a largely rural region known for its forests, waterways, and apple-growing heritage.
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_69d85cd3a3c881908c71fc424d459c17`	completed	April 10, 2026, 2:13 a.m.
NER	Named-entity recognition	`batch_69ded7322b5c81909089cbbf816e1436`	completed	April 15, 2026, 12:09 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69fe96a35acc8190a85f2ce32800ce1b`	completed	May 9, 2026, 2:06 a.m.
NEDg	Description generation	`batch_69fe98917abc81908998205b4ecf201f`	completed	May 9, 2026, 2:14 a.m.
NED2	Entity disambiguation (via description)	`batch_69fe997c744481909bd3c66c3dd68f19`	completed	May 9, 2026, 2:18 a.m.

Created at: April 10, 2026, 2:54 a.m.