Triple

T14492604

Position	Surface form	Disambiguated ID	Type / Status
Subject	Queens Park Botanic Gardens	`E359401`	entity
Predicate	operator	`P179`	FINISHED
Object	Toowoomba Regional Council Toowoomba Regional Council is the local government authority responsible for administering the Toowoomba Region in Queensland, Australia, including its public facilities, services, and infrastructure.	`E344820`	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: Toowoomba Regional Council | Statement: [Queens Park Botanic Gardens, operator, Toowoomba Regional Council]

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

Target entity: Toowoomba Regional Council
Context triple: [Queens Park Botanic Gardens, operator, Toowoomba Regional Council]

A. Toowoomba Regional Council area
The Toowoomba Regional Council area is a local government region in inland Queensland centered on the city of Toowoomba, known for its agricultural hinterland and role as a major service and transport hub on the Darling Downs.
B. 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.
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. 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.
E. 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.
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: Toowoomba Regional Council
Triple: [Queens Park Botanic Gardens, operator, Toowoomba Regional Council]

Generated description

Toowoomba Regional Council is the local government authority responsible for administering the Toowoomba Region in Queensland, Australia, including its public facilities, services, and infrastructure.

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

Target entity: Toowoomba Regional Council
Target entity description: Toowoomba Regional Council is the local government authority responsible for administering the Toowoomba Region in Queensland, Australia, including its public facilities, services, and infrastructure.

A. Toowoomba Regional Council area chosen
The Toowoomba Regional Council area is a local government region in inland Queensland centered on the city of Toowoomba, known for its agricultural hinterland and role as a major service and transport hub on the Darling Downs.
B. 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.
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. 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.
E. 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.
F. None of above.

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_69d8279740308190af9df93a3af8592e`	completed	April 9, 2026, 10:26 p.m.
NER	Named-entity recognition	`batch_69de930f34d08190b4b30e54e2f702ed`	completed	April 14, 2026, 7:18 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69fd6d9334708190baa2f8094df3c09e`	completed	May 8, 2026, 4:58 a.m.
NEDg	Description generation	`batch_69fd6f80e3a081908c43915275898852`	completed	May 8, 2026, 5:07 a.m.
NED2	Entity disambiguation (via description)	`batch_69fd7016a3c48190a1ea2fefeea92c60`	completed	May 8, 2026, 5:09 a.m.

Created at: April 10, 2026, 1:20 a.m.