Triple
T3375367
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Muswellbrook Shire Council |
E71053
|
entity |
| Predicate | locatedIn |
P40
|
FINISHED |
| Object | Upper Hunter region |
E13927
|
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 region | Statement: [Muswellbrook Shire Council, locatedIn, Upper Hunter region]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Upper Hunter region Context triple: [Muswellbrook Shire Council, locatedIn, Upper Hunter region]
-
A.
Murray region
The Murray region is a rural area in New South Wales, Australia, centered around the Murray River and known for agriculture, irrigation, and cross-border links with Victoria.
-
B.
Upper Hunter Shire
chosen
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.
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.
-
D.
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.
-
E.
Queanbeyan–Palerang region
The Queanbeyan–Palerang region is a local government area in southeastern New South Wales, Australia, encompassing rural communities, historic towns, and growing urban centres adjacent to the Australian Capital Territory.
- 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_69ad85a7f80c8190a05e43013f298942 |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adb2e5fc6c81909ff582611751096d |
completed | March 8, 2026, 5:33 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b34bbfaf3081908babba216c7da776 |
completed | March 12, 2026, 11:26 p.m. |
Created at: March 8, 2026, 3:13 p.m.