Triple
T2429396
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pilbara region |
E52806
|
entity |
| Predicate | hasMajorTown |
P316
|
FINISHED |
| Object | Port Hedland |
E57109
|
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: Port Hedland | Statement: [Pilbara region, hasMajorTown, Port Hedland]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Port Hedland Context triple: [Pilbara region, hasMajorTown, Port Hedland]
-
A.
Port Hedland
chosen
Port Hedland is a major iron ore export port town on the north coast of Western Australia, known for its large deep-water harbor and heavy industry.
-
B.
Mandurah
Mandurah is a coastal city in Western Australia known for its waterways, beaches, and role as a popular holiday and commuter destination south of Perth.
-
C.
Broome
Broome is a coastal resort town in the Kimberley region of Western Australia, known for its pearling history, Cable Beach, and striking red sandstone landscapes.
-
D.
Hervey Bay
Hervey Bay is a coastal city in Queensland, Australia, known as a popular gateway to Fraser Island and for its whale-watching opportunities.
-
E.
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.
- 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_69ab4959bcc0819083246f9fb10439e3 |
completed | March 6, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69abc99e1b548190aca9a0ba72a9b0f7 |
completed | March 7, 2026, 6:45 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69aef0a5fc208190a2479de4b1344759 |
completed | March 9, 2026, 4:09 p.m. |
Created at: March 6, 2026, 9:43 p.m.