Triple
T4753310
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Port Macquarie Airport |
E105527
|
entity |
| Predicate | serves |
P98
|
FINISHED |
| Object | Port Macquarie-Hastings local government area |
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 local government area | Statement: [Port Macquarie Airport, serves, Port Macquarie-Hastings local government area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Port Macquarie-Hastings local government area Context triple: [Port Macquarie Airport, serves, Port Macquarie-Hastings local government area]
-
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.
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.
-
C.
Port Macquarie hinterland
The Port Macquarie hinterland is a rural and semi-rural region inland from Port Macquarie on the New South Wales Mid North Coast, known for its forests, farmland, and small townships.
-
D.
Byron Shire
Byron Shire is a coastal local government area in the Northern Rivers region of New South Wales, Australia, known for its alternative lifestyle communities, beaches, and the popular tourist town of Byron Bay.
-
E.
Port Macquarie
Port Macquarie is a coastal town in New South Wales, Australia, known for its beaches, koala population, and role as a popular holiday destination.
- 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_69be67c17eac8190bde930228a0f599a |
completed | March 21, 2026, 9:41 a.m. |
Created at: March 20, 2026, 1:20 p.m.