Triple
T12625441
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kambalda |
E301499
|
entity |
| Predicate | region |
P40
|
FINISHED |
| Object | Goldfields-Esperance |
E54073
|
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: Goldfields-Esperance | Statement: [Kambalda, region, Goldfields-Esperance]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Goldfields-Esperance Context triple: [Kambalda, region, Goldfields-Esperance]
-
A.
Goldfields-Esperance region
chosen
The Goldfields-Esperance region is a vast, sparsely populated area in southeastern Western Australia known for its major gold mining industry and the coastal town of Esperance.
-
B.
Pilbara region
The Pilbara region is a vast, sparsely populated area in northwestern Western Australia known for its ancient landscapes, rich Aboriginal heritage, and major iron ore mining industry.
-
C.
Wheatbelt region
The Wheatbelt region is a major agricultural area in Western Australia known primarily for its extensive grain and cereal crop production.
-
D.
Gladstone Region
Gladstone Region is a local government area in coastal central Queensland, Australia, known for its major industrial port city of Gladstone and surrounding rural and coastal communities.
-
E.
Spencer Gulf hinterland
The Spencer Gulf hinterland is an inland area of South Australia lying east of Spencer Gulf, characterized by agricultural lands, small rural towns, and semi-arid landscapes.
- 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_69d7bdeaf49c8190b13800111fa77ea3 |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d9610a897c8190a96f3c78d4b270a2 |
completed | April 10, 2026, 8:43 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6e2588b448190b5dc5a5d37fd1897 |
completed | May 3, 2026, 5:51 a.m. |
Created at: April 9, 2026, 5:14 p.m.