Triple
T14246889
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Muswellbrook Shire |
E353157
|
entity |
| Predicate | stateElectorate |
P11212
|
FINISHED |
| Object | Upper Hunter |
E477889
|
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: Upper Hunter | Statement: [Muswellbrook Shire, stateElectorate, Upper Hunter]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Upper Hunter Context triple: [Muswellbrook Shire, stateElectorate, Upper Hunter]
-
A.
Upper Hunter
chosen
Upper Hunter is a rural New South Wales state electoral district known for its agricultural industries, mining activities, and small country towns.
-
B.
Lower Hunter
Lower Hunter is a subregion of New South Wales’ Hunter Region, encompassing the more densely populated and industrialized areas around Newcastle and its surrounding towns.
-
C.
Upper Hunter River
The Upper Hunter River is a major river system in New South Wales, Australia, flowing through the traditional lands of the Wonnarua people and supporting significant agricultural and rural communities.
-
D.
Northern Rivers
Northern Rivers is a coastal region in northeastern New South Wales, Australia, known for its subtropical climate, river systems, beaches, and hinterland ranges.
-
E.
Murrumbidgee catchment
The Murrumbidgee catchment is the river basin and drainage area that collects and channels water into the Murrumbidgee River within the Murray–Darling Basin in southeastern Australia.
- 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_69d8278c43e08190824146f4632b89a5 |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de629464f88190817b190731bab156 |
completed | April 14, 2026, 3:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd3256026c8190814dd8ccd79c4b53 |
completed | May 8, 2026, 12:46 a.m. |
Created at: April 10, 2026, 1:08 a.m.