Triple

T21374794

Position	Surface form	Disambiguated ID	Type / Status
Subject	Paroo River	`E527170`	entity
Predicate	hasMouthRegion	`P1008`	FINISHED
Object	northwestern New South Wales Northwestern New South Wales is a sparsely populated inland region of the Australian state of New South Wales, characterized by arid landscapes, pastoral agriculture, and several inland river systems.	`E1481994`	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: northwestern New South Wales | Statement: [Paroo River, hasMouthRegion, northwestern New South Wales]

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

Target entity: northwestern New South Wales
Context triple: [Paroo River, hasMouthRegion, northwestern New South Wales]

A. western New South Wales
Western New South Wales is a sparsely populated inland region of the Australian state of New South Wales, characterized by its arid landscapes, agricultural activity, and remote rural communities.
B. North West New South Wales
North West New South Wales is a largely rural and regional area in the northwestern part of the Australian state of New South Wales, encompassing agricultural communities and regional centres such as Tamworth and Armidale.
C. southwestern New South Wales
Southwestern New South Wales is a largely rural region of Australia known for its agricultural landscapes, including the Riverina, and its position inland from the southeastern coast.
D. Northern New South Wales
Northern New South Wales is a coastal and inland region of the Australian state of New South Wales known for its subtropical climate, beaches, hinterland, and regional centres such as Byron Bay and Lismore.
E. North West Slopes region of New South Wales
The North West Slopes region of New South Wales is a predominantly agricultural inland area characterized by undulating slopes between the New England Tablelands and the western plains, known for its grain, cotton, and livestock production.
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: northwestern New South Wales
Triple: [Paroo River, hasMouthRegion, northwestern New South Wales]

Generated description

Northwestern New South Wales is a sparsely populated inland region of the Australian state of New South Wales, characterized by arid landscapes, pastoral agriculture, and several inland river systems.

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

Target entity: northwestern New South Wales
Target entity description: Northwestern New South Wales is a sparsely populated inland region of the Australian state of New South Wales, characterized by arid landscapes, pastoral agriculture, and several inland river systems.

A. western New South Wales
Western New South Wales is a sparsely populated inland region of the Australian state of New South Wales, characterized by its arid landscapes, agricultural activity, and remote rural communities.
B. North West New South Wales
North West New South Wales is a largely rural and regional area in the northwestern part of the Australian state of New South Wales, encompassing agricultural communities and regional centres such as Tamworth and Armidale.
C. southwestern New South Wales
Southwestern New South Wales is a largely rural region of Australia known for its agricultural landscapes, including the Riverina, and its position inland from the southeastern coast.
D. Northern New South Wales
Northern New South Wales is a coastal and inland region of the Australian state of New South Wales known for its subtropical climate, beaches, hinterland, and regional centres such as Byron Bay and Lismore.
E. North West Slopes region of New South Wales
The North West Slopes region of New South Wales is a predominantly agricultural inland area characterized by undulating slopes between the New England Tablelands and the western plains, known for its grain, cotton, and livestock production.
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_69e0b51e80808190ba5cb05667af02a9`	completed	April 16, 2026, 10:08 a.m.
NER	Named-entity recognition	`batch_69e8b0b3666c8190a83bb32eeba24105`	completed	April 22, 2026, 11:27 a.m.
NED1	Entity disambiguation (via context triple)	`batch_6a09bb4267b08190afb8529b98edd76f`	completed	May 17, 2026, 12:57 p.m.
NEDg	Description generation	`batch_6a09bea2b9788190b41d3da0b5f3329e`	completed	May 17, 2026, 1:12 p.m.
NED2	Entity disambiguation (via description)	`batch_6a09bf3466848190b2a5793f5f51efd7`	completed	May 17, 2026, 1:14 p.m.

Created at: April 16, 2026, 5:10 p.m.