Triple
T19811431
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Aberdeen, New South Wales |
E475953
|
entity |
| Predicate | isPartOf |
P10
|
FINISHED |
| Object | Upper Hunter agricultural district |
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 agricultural district | Statement: [Aberdeen, New South Wales, isPartOf, Upper Hunter agricultural district]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Upper Hunter agricultural district Context triple: [Aberdeen, New South Wales, isPartOf, Upper Hunter agricultural district]
-
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.
Upper Hunter Shire
Upper Hunter Shire is a local government area in the rural Upper Hunter Valley of New South Wales, Australia, known for its equine industry, agriculture, and scenic countryside.
-
C.
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.
-
D.
Riverina region
The Riverina region is a major agricultural area in southwestern New South Wales, Australia, known for its extensive irrigation, grain and rice production, and key regional centers such as Wagga Wagga and Griffith.
-
E.
Upper Murrumbidgee River region
The Upper Murrumbidgee River region is a culturally significant area in southeastern Australia that forms part of the traditional lands of the Ngarigo people, encompassing riverine landscapes, biodiversity, and long-standing Indigenous heritage.
- 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_69d8e51bc4208190a1c57d8c5d1b15e4 |
completed | April 10, 2026, 11:55 a.m. |
| NER | Named-entity recognition | batch_69e6542c9c5c81908772e88caa067e63 |
completed | April 20, 2026, 4:28 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a07d42ffe7c8190b04c2ad6ea82438a |
completed | May 16, 2026, 2:19 a.m. |
Created at: April 10, 2026, 1:50 p.m.