Triple
T16659455
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bowen Basin |
E404816
|
entity |
| Predicate | majorTownInRegion |
P118397
|
FINISHED |
| Object | Moranbah |
E1131820
|
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: Moranbah | Statement: [Bowen Basin, majorTownInRegion, Moranbah]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Moranbah Context triple: [Bowen Basin, majorTownInRegion, Moranbah]
-
A.
Moranbah
chosen
Moranbah is a mining town in Central Queensland, Australia, known primarily for its large coal mining operations and role as a residential hub for mine workers.
-
B.
Mareeba
Mareeba is a rural town in Far North Queensland, Australia, known for its agriculture, multicultural heritage, and role as a service centre for the Atherton Tablelands region.
-
C.
Kununurra
Kununurra is a remote town in far northern Western Australia known as a gateway to the East Kimberley’s rugged landscapes, irrigation agriculture, and Lake Argyle.
-
D.
Kalbarri
Kalbarri is a coastal town in Western Australia known for its dramatic seaside cliffs, beaches, and proximity to Kalbarri National Park with its striking river gorges and wildflower displays.
-
E.
Bundarra
Bundarra is a small rural town in the New England region of New South Wales, Australia, known for its historic buildings and surrounding agricultural countryside.
- 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_69d8838b5fbc81908c6575c132b82e80 |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e37bfcbb6881909c0419174dd017dc |
completed | April 18, 2026, 12:41 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00aaeaf4388190aa5340a01938b3f2 |
completed | May 10, 2026, 3:57 p.m. |
Created at: April 10, 2026, 5:18 a.m.