Triple
T15805851
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Darkinjung people |
E383213
|
entity |
| Predicate | ethnicGroupOf |
P1898
|
FINISHED |
| Object |
Darkinjung Local Aboriginal Land Council area
The Darkinjung Local Aboriginal Land Council area is a designated region on the New South Wales Central Coast administered by the Darkinjung people as part of Australia’s Aboriginal land rights system.
|
E1179178
|
NE FINISHED |
How this triple was built (4 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: Darkinjung Local Aboriginal Land Council area | Statement: [Darkinjung people, ethnicGroupOf, Darkinjung Local Aboriginal Land Council area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Darkinjung Local Aboriginal Land Council area Context triple: [Darkinjung people, ethnicGroupOf, Darkinjung Local Aboriginal Land Council area]
-
A.
Woorabinda Aboriginal Shire
Woorabinda Aboriginal Shire is a local government area in Central Queensland, Australia, administered by and for its predominantly Aboriginal community.
-
B.
Eastern Kuku Yalanji determination area
The Eastern Kuku Yalanji determination area is a legally recognized native title region in Far North Queensland that encompasses the traditional lands and cultural estates of the Eastern Kuku Yalanji people.
-
C.
Warrumbungle Shire
Warrumbungle Shire is a local government area in the Orana region of New South Wales, Australia, known for its rural communities and proximity to Warrumbungle National Park.
-
D.
Shire of Ngaanyatjarraku
The Shire of Ngaanyatjarraku is a remote local government area in Western Australia that covers much of the traditional lands of the Ngaanyatjarra people in the eastern desert region.
-
E.
Shire of Aurukun
The Shire of Aurukun is a remote local government area on western Cape York Peninsula in Queensland, Australia, encompassing the predominantly Indigenous community of Aurukun and surrounding lands.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Darkinjung Local Aboriginal Land Council area Triple: [Darkinjung people, ethnicGroupOf, Darkinjung Local Aboriginal Land Council area]
Generated description
The Darkinjung Local Aboriginal Land Council area is a designated region on the New South Wales Central Coast administered by the Darkinjung people as part of Australia’s Aboriginal land rights system.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Darkinjung Local Aboriginal Land Council area Target entity description: The Darkinjung Local Aboriginal Land Council area is a designated region on the New South Wales Central Coast administered by the Darkinjung people as part of Australia’s Aboriginal land rights system.
-
A.
Woorabinda Aboriginal Shire
Woorabinda Aboriginal Shire is a local government area in Central Queensland, Australia, administered by and for its predominantly Aboriginal community.
-
B.
Eastern Kuku Yalanji determination area
The Eastern Kuku Yalanji determination area is a legally recognized native title region in Far North Queensland that encompasses the traditional lands and cultural estates of the Eastern Kuku Yalanji people.
-
C.
Warrumbungle Shire
Warrumbungle Shire is a local government area in the Orana region of New South Wales, Australia, known for its rural communities and proximity to Warrumbungle National Park.
-
D.
Shire of Ngaanyatjarraku
The Shire of Ngaanyatjarraku is a remote local government area in Western Australia that covers much of the traditional lands of the Ngaanyatjarra people in the eastern desert region.
-
E.
Shire of Aurukun
The Shire of Aurukun is a remote local government area on western Cape York Peninsula in Queensland, Australia, encompassing the predominantly Indigenous community of Aurukun and surrounding lands.
- F. None of above. chosen
Provenance (5 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_69d86da2858c819090cc8481e7207b6e |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e0b52682548190998d8b6a08982877 |
completed | April 16, 2026, 10:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff998d17648190b9f020632461965f |
completed | May 9, 2026, 8:31 p.m. |
| NEDg | Description generation | batch_69ff9dcbb36881909c4317f9031199b8 |
completed | May 9, 2026, 8:49 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff9e25b2f08190b519d61be3e2f2f6 |
completed | May 9, 2026, 8:50 p.m. |
Created at: April 10, 2026, 4:48 a.m.