Triple
T4466101
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | electoral district of Cessnock |
E98380
|
entity |
| Predicate | hasBorderWith |
P224
|
FINISHED |
| Object | Upper Hunter |
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 | Statement: [electoral district of Cessnock, hasBorderWith, Upper Hunter]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Upper Hunter Context triple: [electoral district of Cessnock, hasBorderWith, Upper Hunter]
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
Yass River
Yass River is a watercourse in New South Wales, Australia, that flows through the Southern Tablelands and joins the Murrumbidgee River.
-
E.
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.
- 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_69b3454a7c608190944f5455c8031d73 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b356991a588190be2f95fd957d7f99 |
completed | March 13, 2026, 12:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b62860151c8190b43465537b154f00 |
completed | March 15, 2026, 3:32 a.m. |
Created at: March 12, 2026, 11:34 p.m.