Triple
T21626057
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Northern Peninsula Area Region |
E533704
|
entity |
| Predicate | hasSignificantLanguageGroup |
P3349
|
FINISHED |
| Object | Bamaga community |
—
|
NE NERFINISHED |
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: Bamaga community | Statement: [Northern Peninsula Area Region, hasSignificantLanguageGroup, Bamaga community]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bamaga community Context triple: [Northern Peninsula Area Region, hasSignificantLanguageGroup, Bamaga community]
-
A.
Arakwal Aboriginal community
The Arakwal Aboriginal community is an Indigenous Australian group from the Byron Bay region of New South Wales, recognized as traditional custodians of the land and active partners in its cultural and environmental management.
-
B.
Kunawarritji Aboriginal community
Kunawarritji Aboriginal community is a remote Indigenous settlement in Western Australia that serves as a key cultural and residential hub for the Martu people.
-
C.
Barngarla community
The Barngarla community is an Aboriginal Australian group from the Eyre Peninsula region of South Australia, united by shared Barngarla language, culture, and ancestral ties to their traditional lands.
-
D.
Pormpuraaw community
The Pormpuraaw community is an Indigenous Australian settlement on the western Cape York Peninsula in Queensland, home primarily to Wik and other Aboriginal peoples with strong cultural and linguistic traditions.
-
E.
Punmu Aboriginal community
Punmu Aboriginal community is a remote Indigenous settlement in Western Australia that is home to Martu people and serves as a cultural and residential hub on their traditional lands.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bamaga community Target entity description: The Bamaga community is a predominantly Indigenous township in far northern Queensland, Australia, known as a cultural and service hub for Torres Strait Islander and Aboriginal communities in the Northern Peninsula Area.
-
A.
Arakwal Aboriginal community
The Arakwal Aboriginal community is an Indigenous Australian group from the Byron Bay region of New South Wales, recognized as traditional custodians of the land and active partners in its cultural and environmental management.
-
B.
Kunawarritji Aboriginal community
Kunawarritji Aboriginal community is a remote Indigenous settlement in Western Australia that serves as a key cultural and residential hub for the Martu people.
-
C.
Barngarla community
The Barngarla community is an Aboriginal Australian group from the Eyre Peninsula region of South Australia, united by shared Barngarla language, culture, and ancestral ties to their traditional lands.
-
D.
Pormpuraaw community
The Pormpuraaw community is an Indigenous Australian settlement on the western Cape York Peninsula in Queensland, home primarily to Wik and other Aboriginal peoples with strong cultural and linguistic traditions.
-
E.
Punmu Aboriginal community
Punmu Aboriginal community is a remote Indigenous settlement in Western Australia that is home to Martu people and serves as a cultural and residential hub on their traditional lands.
- F. None of above. chosen
Provenance (2 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_69e0c464fba881908d0ff2ac80511ce1 |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69ef52131f2c8190b9966adf43a0fe4f |
completed | April 27, 2026, 12:09 p.m. |
Created at: April 16, 2026, 6:34 p.m.