Triple
T2581915
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Port Hedland |
E57109
|
entity |
| Predicate | governingBody |
P46
|
FINISHED |
| Object |
Town of Port Hedland Council
The Town of Port Hedland Council is the local government authority responsible for administering municipal services, planning, and community development in the Port Hedland area of Western Australia.
|
E280213
|
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: Town of Port Hedland Council | Statement: [Port Hedland, governingBody, Town of Port Hedland Council]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Town of Port Hedland Council Context triple: [Port Hedland, governingBody, Town of Port Hedland Council]
-
A.
Shire of Broome Council
The Shire of Broome Council is the local government authority responsible for municipal administration, services, and strategic planning in the Broome region of Western Australia.
-
B.
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.
-
C.
Mackay Regional Council
Mackay Regional Council is the local government authority responsible for administering services, infrastructure, and community development in the Mackay region of Queensland, Australia.
-
D.
Mount Isa City Council
Mount Isa City Council is the local government authority responsible for administering municipal services, infrastructure, and community development in the Mount Isa region of Queensland, Australia.
-
E.
Ngarrindjeri Regional Authority
The Ngarrindjeri Regional Authority is the peak representative body that manages governance, cultural heritage, and community development for the Ngarrindjeri people of South Australia.
- 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: Town of Port Hedland Council Triple: [Port Hedland, governingBody, Town of Port Hedland Council]
Generated description
The Town of Port Hedland Council is the local government authority responsible for administering municipal services, planning, and community development in the Port Hedland area of Western Australia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Town of Port Hedland Council Target entity description: The Town of Port Hedland Council is the local government authority responsible for administering municipal services, planning, and community development in the Port Hedland area of Western Australia.
-
A.
Shire of Broome Council
The Shire of Broome Council is the local government authority responsible for municipal administration, services, and strategic planning in the Broome region of Western Australia.
-
B.
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.
-
C.
Mackay Regional Council
Mackay Regional Council is the local government authority responsible for administering services, infrastructure, and community development in the Mackay region of Queensland, Australia.
-
D.
Mount Isa City Council
Mount Isa City Council is the local government authority responsible for administering municipal services, infrastructure, and community development in the Mount Isa region of Queensland, Australia.
-
E.
Ngarrindjeri Regional Authority
The Ngarrindjeri Regional Authority is the peak representative body that manages governance, cultural heritage, and community development for the Ngarrindjeri people of South Australia.
- 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_69ab4a4dca6481908c301f8e317396e7 |
completed | March 6, 2026, 9:42 p.m. |
| NER | Named-entity recognition | batch_69abd3c843bc8190837cea3441bf3ca1 |
completed | March 7, 2026, 7:29 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af657cc2b08190a9055d6da7744851 |
completed | March 10, 2026, 12:27 a.m. |
| NEDg | Description generation | batch_69af69a66078819084f341b052860751 |
completed | March 10, 2026, 12:45 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69af6a071f1c8190b2a707a0c98ddc94 |
completed | March 10, 2026, 12:47 a.m. |
Created at: March 6, 2026, 9:49 p.m.