Triple
T11783685
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pilbara coast |
E280214
|
entity |
| Predicate | hasIndustrialHub |
P3436
|
FINISHED |
| Object | Karratha |
E257298
|
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: Karratha | Statement: [Pilbara coast, hasIndustrialHub, Karratha]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Karratha Context triple: [Pilbara coast, hasIndustrialHub, Karratha]
-
A.
Karratha
chosen
Karratha is a remote coastal city in Western Australia known for its role as a major hub for the region’s mining and liquefied natural gas industries.
-
B.
Kalgoorlie
Kalgoorlie is a historic gold-mining city in Western Australia, known for its large open-cut mines and role in the region’s mining industry.
-
C.
Coolgardie
Coolgardie is a historic gold-mining town in Western Australia that played a major role in the late 19th-century gold rush.
-
D.
Mount Isa
Mount Isa is a remote mining city in northwestern Queensland, Australia, known for one of the world’s largest underground zinc, lead, and silver mines.
-
E.
Coonabarabran
Coonabarabran is a rural town in New South Wales, Australia, known as a gateway to the Warrumbungle National Park and for its strong association with astronomy and nearby observatories.
- 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_69d6ab258b808190b1735835c841e3a4 |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d8a585795c8190aa8a5edf0d99b47f |
completed | April 10, 2026, 7:23 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f64b7cc0808190875d36fe978e4326 |
completed | May 2, 2026, 7:07 p.m. |
Created at: April 8, 2026, 9:42 p.m.