Triple
T11454562
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Central Regional TAFE Kalgoorlie campus |
E271491
|
entity |
| Predicate | regionServed |
P82
|
FINISHED |
| Object | Goldfields region |
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 region | Statement: [Central Regional TAFE Kalgoorlie campus, regionServed, Goldfields region]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Goldfields region Context triple: [Central Regional TAFE Kalgoorlie campus, regionServed, Goldfields region]
-
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.
Gascoyne region
The Gascoyne region is a sparsely populated coastal area of Western Australia known for its arid landscapes, pastoral stations, and tourism hubs such as Carnarvon and Exmouth near Ningaloo Reef.
-
C.
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.
-
D.
Wheatbelt region
The Wheatbelt region is a major agricultural area in Western Australia known primarily for its extensive grain and cereal crop production.
-
E.
Maranoa Region
Maranoa Region is a local government area in southwestern Queensland, Australia, known for its agricultural production, resource industries, and rural communities centered around towns such as Roma.
- 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_69d6aadff8888190a13f253f0d460874 |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d81c7057688190ad8aa99426e4ca30 |
completed | April 9, 2026, 9:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f12fcc1f2481908423370681dc869e |
completed | April 28, 2026, 10:08 p.m. |
Created at: April 8, 2026, 9:35 p.m.