Triple
T4310368
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Maitland railway station |
E94056
|
entity |
| Predicate | hasRegion |
P285
|
FINISHED |
| Object | Hunter Valley |
E20749
|
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 Valley | Statement: [Maitland railway station, hasRegion, Hunter Valley]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hunter Valley Context triple: [Maitland railway station, hasRegion, Hunter Valley]
-
A.
Hunter Valley
chosen
Hunter Valley is a renowned wine-producing region in New South Wales, Australia, famous for its vineyards, cellar doors, and scenic rural landscapes.
-
B.
Clare Valley wine region
Clare Valley wine region is a renowned Australian wine-producing area famous for its high-quality Rieslings and picturesque vineyards in South Australia.
-
C.
Mudgee wine region
Mudgee wine region is a renowned Australian wine-producing area in New South Wales, noted especially for its robust red wines and cool-climate varietals.
-
D.
Blackwood Valley wine region
Blackwood Valley wine region is a cool-climate wine-producing area in Western Australia known for boutique vineyards and varieties such as Cabernet Sauvignon, Shiraz, and Chardonnay.
-
E.
Hilltops wine region
Hilltops wine region is a cool-climate Australian wine-producing area in New South Wales known particularly for its high-quality Shiraz and other premium varietals.
- 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_69b3451886588190a3dd1305ea7c58dc |
completed | March 12, 2026, 10:58 p.m. |
| NER | Named-entity recognition | batch_69b350d55d748190a57fabcf58782dba |
completed | March 12, 2026, 11:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5f5bf4dd48190b84d8488a4f196a8 |
completed | March 14, 2026, 11:56 p.m. |
Created at: March 12, 2026, 11:11 p.m.