Triple
T14309842
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lake Macquarie urban area |
E354796
|
entity |
| Predicate | hasLocalGovernmentArea |
P8215
|
FINISHED |
| Object | City of Lake Macquarie |
E70115
|
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: City of Lake Macquarie | Statement: [Lake Macquarie urban area, hasLocalGovernmentArea, City of Lake Macquarie]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: City of Lake Macquarie Context triple: [Lake Macquarie urban area, hasLocalGovernmentArea, City of Lake Macquarie]
-
A.
Lake Macquarie urban area
Lake Macquarie urban area is a major residential and commercial region in New South Wales, Australia, situated around Lake Macquarie and forming part of the greater Newcastle metropolitan area.
-
B.
City of Shellharbour
The City of Shellharbour is a coastal local government area in the Illawarra region of New South Wales, Australia, encompassing suburban communities, beaches, and natural reserves south of Wollongong.
-
C.
Tweed Heads
Tweed Heads is a coastal town in far northeastern New South Wales, Australia, situated on the Tweed River near the Queensland border and known for its beaches and tourism.
-
D.
Lake Macquarie City Council
chosen
Lake Macquarie City Council is the local government authority responsible for administering the Lake Macquarie region in New South Wales, Australia.
-
E.
Maitland, New South Wales
Maitland, New South Wales is a historic regional city in Australia known for its heritage architecture and proximity to the Hunter Valley wine region.
- 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_69d8278ed42c8190b9f882dcce611347 |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de85b26da48190a96e2f60ace51335 |
completed | April 14, 2026, 6:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd4684e2648190b46328252ac9d51b |
completed | May 8, 2026, 2:12 a.m. |
Created at: April 10, 2026, 1:12 a.m.