Triple
T12320234
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | South Coast Highway |
E293707
|
entity |
| Predicate | region |
P40
|
FINISHED |
| Object | Goldfields–Esperance region of Western Australia |
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 region of Western Australia | Statement: [South Coast Highway, region, Goldfields–Esperance region of Western Australia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Goldfields–Esperance region of Western Australia Context triple: [South Coast Highway, region, Goldfields–Esperance region of Western Australia]
-
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.
Wheatbelt region
The Wheatbelt region is a major agricultural area in Western Australia known primarily for its extensive grain and cereal crop production.
-
C.
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.
-
D.
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.
-
E.
East Kimberley region of Western Australia
The East Kimberley region of Western Australia is a remote, rugged area known for its dramatic sandstone ranges, gorges, and unique outback landscapes, including iconic natural attractions like the Bungle Bungle Range.
- 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_69d6ab6ae0dc8190b1522a9c1c55c114 |
completed | April 8, 2026, 7:24 p.m. |
| NER | Named-entity recognition | batch_69d93f4c2b548190938fff9427f07dc7 |
completed | April 10, 2026, 6:19 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f67c62e40481908a688912055c697c |
completed | May 2, 2026, 10:36 p.m. |
Created at: April 8, 2026, 9:53 p.m.