Triple
T5601375
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Northern Peninsula Area Regional Council |
E147126
|
entity |
| Predicate | seat |
P75
|
FINISHED |
| Object | Bamaga |
E147126
|
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: Bamaga | Statement: [Northern Peninsula Area Regional Council, seat, Bamaga]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bamaga Context triple: [Northern Peninsula Area Regional Council, seat, Bamaga]
-
A.
Bamaga
chosen
Bamaga is a remote Indigenous community and service town located near the northern tip of Queensland’s Cape York Peninsula in Australia.
-
B.
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.
-
C.
Roebourne
Roebourne is a historic town in Western Australia known as one of the oldest settlements in the Pilbara and as a center for local Aboriginal communities and culture.
-
D.
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.
-
E.
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.
- 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_69c009043d648190a7af89698ccf1e3e |
completed | March 22, 2026, 3:21 p.m. |
| NER | Named-entity recognition | batch_69c020da519c81908626b243e40db263 |
completed | March 22, 2026, 5:03 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c0bf6a59448190ad187cc1924fd625 |
completed | March 23, 2026, 4:19 a.m. |
Created at: March 22, 2026, 3:39 p.m.