Triple
T4753308
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Port Macquarie Airport |
E105527
|
entity |
| Predicate | operator |
P179
|
FINISHED |
| Object | Port Macquarie-Hastings Council |
E253370
|
NE FINISHED |
How this triple was built (2 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 Airport, operator, 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 Airport, operator, Port Macquarie-Hastings Council]
-
A.
Port Macquarie-Hastings Council
chosen
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.
-
B.
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.
-
C.
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.
-
D.
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.
-
E.
Flinders Council
Flinders Council is the local governing body responsible for administering Flinders Island and surrounding islands in Tasmania’s Furneaux Group.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69bd43f07fa48190954317d01600994a |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd64e72d1c81908eb60960751e52b1 |
completed | March 20, 2026, 3:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be4d884e0481908c0214fe93348753 |
completed | March 21, 2026, 7:49 a.m. |
Created at: March 20, 2026, 1:20 p.m.