Triple
T19369909
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Central Coast–Hunter corridor |
E484504
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object | New South Wales regional growth network |
—
|
NE NERFINISHED |
How this triple was built (2 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: New South Wales regional growth network | Statement: [Central Coast–Hunter corridor, partOf, New South Wales regional growth network]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: New South Wales regional growth network Context triple: [Central Coast–Hunter corridor, partOf, New South Wales regional growth network]
-
A.
Primary Health Networks in New South Wales
Primary Health Networks in New South Wales are regionally based Australian Government-funded organizations that plan, coordinate, and support primary healthcare services to improve community health outcomes across the state.
-
B.
New South Wales public health system
The New South Wales public health system is the government-funded network of hospitals, community health services, and public health agencies that delivers healthcare and health protection to residents across New South Wales, Australia.
-
C.
infrastructure development in New South Wales
Infrastructure development in New South Wales refers to the extensive building and improvement of roads, public works, and colonial facilities that transformed the Australian colony’s transport and administrative systems in the early 19th century.
-
D.
NSW Department of Regional NSW
chosen
The NSW Department of Regional NSW is a New South Wales government department responsible for supporting and developing the state’s regional communities, economies, and industries.
-
E.
Capital Region of New South Wales and ACT
The Capital Region of New South Wales and ACT is a southeastern Australian area encompassing the nation’s capital Canberra and surrounding New South Wales districts, serving as a key political, administrative, and regional hub.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69d8e8d305088190ad13571532aa454c |
completed | April 10, 2026, 12:10 p.m. |
| NER | Named-entity recognition | batch_69e619af33e481908643f8beb2f498dc |
completed | April 20, 2026, 12:18 p.m. |
Created at: April 10, 2026, 1:35 p.m.