Triple
T4977188
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dungog District Hospital |
E111795
|
entity |
| Predicate | regionServed |
P82
|
FINISHED |
| Object | Hunter Region, New South Wales |
E2340
|
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: Hunter Region, New South Wales | Statement: [Dungog District Hospital, regionServed, Hunter Region, New South Wales]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hunter Region, New South Wales Context triple: [Dungog District Hospital, regionServed, Hunter Region, New South Wales]
-
A.
Goulburn region, New South Wales
Goulburn region, New South Wales is an area in southeastern Australia known today for its regional city of Goulburn and surrounding rural landscapes, situated on the traditional lands of the Gundungurra people.
-
B.
Hunter Region
chosen
The Hunter Region is a major area of New South Wales, Australia, known for its coal industry, wine-producing Hunter Valley, and coastal city of Newcastle.
-
C.
Yass Valley region
The Yass Valley region is a local government area in New South Wales, Australia, known for its rural landscapes, historic towns, and agricultural activities centered around the town of Yass.
-
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.
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.
- 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_69bd441adc208190b70a033a0741d01e |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd7231448c8190a5d0a5135a9cfdf1 |
completed | March 20, 2026, 4:13 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be8a0634b48190acb4a1834f5647cf |
completed | March 21, 2026, 12:07 p.m. |
Created at: March 20, 2026, 1:33 p.m.