Triple
T2806912
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Goldfields-Esperance region |
E54073
|
entity |
| Predicate | hasIndustryCentre |
P3436
|
FINISHED |
| Object | Kalgoorlie-Boulder |
E55845
|
NE FINISHED |
How this triple was built (3 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: Kalgoorlie-Boulder | Statement: [Goldfields-Esperance region, hasIndustryCentre, Kalgoorlie-Boulder]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kalgoorlie-Boulder Context triple: [Goldfields-Esperance region, hasIndustryCentre, Kalgoorlie-Boulder]
-
A.
Kalgoorlie
chosen
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.
-
B.
Coolgardie
Coolgardie is a historic gold-mining town in Western Australia that played a major role in the late 19th-century gold rush.
-
C.
Karratha
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.
-
D.
Geraldton
Geraldton is a small community in Northern Ontario, Canada, known historically as a mining and forestry town and now part of the municipality of Greenstone.
-
E.
Geraldton
Geraldton is a coastal city in Western Australia known for its busy port, fishing and mining industries, and access to the Abrolhos Islands.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasIndustryCentre Context triple: [Goldfields-Esperance region, hasIndustryCentre, Kalgoorlie-Boulder]
-
A.
isIndustrialCenter
chosen
Indicates that a place functions as a major hub of industrial activity, production, or manufacturing within a region.
-
B.
hasCircuitCentre
Indicates that an entity has, is associated with, or is organized around a specific circuit center that serves as its focal or central point.
-
C.
hasIndustrialPark
Indicates that a location or entity possesses or contains an industrial park within its area or jurisdiction.
-
D.
hasCityCentreLocation
Indicates that something is located in, or directly associated with, the central area of a city.
-
E.
hasResearchCentersIn
Indicates that an entity maintains or operates research centers located within a specified place or region.
- F. None of above.
Provenance (4 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_69ab49dcee188190b5c6eca9ae9e3469 |
completed | March 6, 2026, 9:40 p.m. |
| NER | Named-entity recognition | batch_69abde2ec2ac8190bd702ad3eafb6aed |
completed | March 7, 2026, 8:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b055cd4e1c8190a2eb97e648aa0080 |
completed | March 10, 2026, 5:33 p.m. |
| PD | Predicate disambiguation | batch_69abdd059f308190853191f6ffe2bc6f |
completed | March 7, 2026, 8:08 a.m. |
Created at: March 6, 2026, 9:59 p.m.