Triple
T11718340
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Halls Creek |
E278560
|
entity |
| Predicate | localGovernmentArea |
P3379
|
FINISHED |
| Object |
Shire of Halls Creek
The Shire of Halls Creek is a large, sparsely populated local government area in the East Kimberley region of Western Australia, known for its remote outback communities, Indigenous culture, and rugged natural landscapes.
|
E946710
|
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: Shire of Halls Creek | Statement: [Halls Creek, localGovernmentArea, Shire of Halls Creek]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shire of Halls Creek Context triple: [Halls Creek, localGovernmentArea, Shire of Halls Creek]
-
A.
Shire of Broome
The Shire of Broome is a local government area in the Kimberley region of Western Australia, encompassing the town of Broome and surrounding communities.
-
B.
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.
-
C.
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.
-
D.
Shire of Roebourne
The Shire of Roebourne is a local government area in the Pilbara region of Western Australia that administers several towns and communities, including the coastal town of Wickham.
-
E.
Shire of East Pilbara
The Shire of East Pilbara is a vast local government area in Western Australia that encompasses much of the mineral-rich Pilbara region, including remote communities and major mining operations.
- 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: Shire of Halls Creek Triple: [Halls Creek, localGovernmentArea, Shire of Halls Creek]
Generated description
The Shire of Halls Creek is a large, sparsely populated local government area in the East Kimberley region of Western Australia, known for its remote outback communities, Indigenous culture, and rugged natural landscapes.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Shire of Halls Creek Target entity description: The Shire of Halls Creek is a large, sparsely populated local government area in the East Kimberley region of Western Australia, known for its remote outback communities, Indigenous culture, and rugged natural landscapes.
-
A.
Shire of Broome
The Shire of Broome is a local government area in the Kimberley region of Western Australia, encompassing the town of Broome and surrounding communities.
-
B.
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.
-
C.
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.
-
D.
Shire of Roebourne
The Shire of Roebourne is a local government area in the Pilbara region of Western Australia that administers several towns and communities, including the coastal town of Wickham.
-
E.
Shire of East Pilbara
The Shire of East Pilbara is a vast local government area in Western Australia that encompasses much of the mineral-rich Pilbara region, including remote communities and major mining operations.
- 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_69d6aaff2ce88190b4a1e4b341ad5377 |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d8a4c26e4c8190ae30d906b4fd4221 |
completed | April 10, 2026, 7:20 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f08fed49fc8190951ff3af6bd51050 |
completed | April 28, 2026, 10:46 a.m. |
| NEDg | Description generation | batch_69f0a7971df48190b51c1d245f4c89d2 |
completed | April 28, 2026, 12:27 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f0d61cf9c4819080590fefc60f7325 |
completed | April 28, 2026, 3:45 p.m. |
Created at: April 8, 2026, 9:40 p.m.