Triple
T14078336
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Greater Cities Commission |
E338797
|
entity |
| Predicate | regionServed |
P82
|
FINISHED |
| Object | Lower Hunter and Greater Newcastle region of New South Wales |
E515349
|
NE FINISHED |
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: Lower Hunter and Greater Newcastle region of New South Wales | Statement: [Greater Cities Commission, regionServed, Lower Hunter and Greater Newcastle region of New South Wales]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lower Hunter and Greater Newcastle region of New South Wales Context triple: [Greater Cities Commission, regionServed, Lower Hunter and Greater Newcastle region of New South Wales]
-
A.
Central Coast region of New South Wales
The Central Coast region of New South Wales is a coastal area between Sydney and Newcastle known for its beaches, lakes, and growing urban communities.
-
B.
Newcastle region
chosen
The Newcastle region is a coastal area in New South Wales, Australia, encompassing the city of Newcastle and its surroundings, known for its beaches, port, and industrial and cultural significance.
-
C.
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.
-
D.
Mid North Coast, New South Wales
The Mid North Coast of New South Wales is a coastal region of eastern Australia known for its beaches, river systems, and a mix of regional cities and rural communities between the Hunter and Coffs Coast.
-
E.
Port Macquarie-Hastings region
The Port Macquarie-Hastings region is a coastal local government area on the Mid North Coast of New South Wales, Australia, known for its beaches, waterways, and growing residential communities.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d81c687b0c819087fd9ed4198403f8 |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de5c5e027881908f610f5bab7598d4 |
completed | April 14, 2026, 3:25 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fcb672c08081908e1ff9030745776a |
completed | May 7, 2026, 3:57 p.m. |
Created at: April 9, 2026, 10:21 p.m.