Triple
T2303336
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Port Macquarie |
E51780
|
entity |
| Predicate | localGovernmentArea |
P3379
|
FINISHED |
| Object |
Port Macquarie-Hastings Council
Port Macquarie-Hastings Council is the local government authority responsible for administering the Port Macquarie-Hastings region on the mid-north coast of New South Wales, Australia.
|
E253370
|
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: Port Macquarie-Hastings Council | Statement: [Port Macquarie, localGovernmentArea, Port Macquarie-Hastings Council]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Port Macquarie-Hastings Council Context triple: [Port Macquarie, localGovernmentArea, Port Macquarie-Hastings Council]
-
A.
Central Coast Council
Central Coast Council is the local government authority responsible for administering municipal services, planning, and community facilities across the Central Coast region of New South Wales, Australia.
-
B.
Port Stephens Council
Port Stephens Council is the local government authority responsible for administering the Port Stephens local government area in the Hunter Region of New South Wales, Australia.
-
C.
Lake Macquarie City Council
Lake Macquarie City Council is the local government authority responsible for administering the Lake Macquarie region in New South Wales, Australia.
-
D.
Coffs Harbour City Council
Coffs Harbour City Council is the local government authority responsible for administering municipal services, planning, and community development in the Coffs Harbour region of New South Wales, Australia.
-
E.
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.
- 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: Port Macquarie-Hastings Council Triple: [Port Macquarie, localGovernmentArea, Port Macquarie-Hastings Council]
Generated description
Port Macquarie-Hastings Council is the local government authority responsible for administering the Port Macquarie-Hastings region on the mid-north coast of New South Wales, Australia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Port Macquarie-Hastings Council Target entity description: Port Macquarie-Hastings Council is the local government authority responsible for administering the Port Macquarie-Hastings region on the mid-north coast of New South Wales, Australia.
-
A.
Central Coast Council
Central Coast Council is the local government authority responsible for administering municipal services, planning, and community facilities across the Central Coast region of New South Wales, Australia.
-
B.
Port Stephens Council
Port Stephens Council is the local government authority responsible for administering the Port Stephens local government area in the Hunter Region of New South Wales, Australia.
-
C.
Lake Macquarie City Council
Lake Macquarie City Council is the local government authority responsible for administering the Lake Macquarie region in New South Wales, Australia.
-
D.
Coffs Harbour City Council
Coffs Harbour City Council is the local government authority responsible for administering municipal services, planning, and community development in the Coffs Harbour region of New South Wales, Australia.
-
E.
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.
- 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_69a88b0a9f248190bcff941463d8f65a |
completed | March 4, 2026, 7:42 p.m. |
| NER | Named-entity recognition | batch_69abc5f101dc8190824346e6ae564e51 |
completed | March 7, 2026, 6:30 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae7f332e788190b1dd4b8b0bbfe5d7 |
completed | March 9, 2026, 8:05 a.m. |
| NEDg | Description generation | batch_69ae802a066881909aa4e7b00e29306f |
completed | March 9, 2026, 8:09 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae80c37ff48190a24b7806320ebc00 |
completed | March 9, 2026, 8:11 a.m. |
Created at: March 4, 2026, 7:49 p.m.