Triple
T15805886
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Darkinjung people |
E383213
|
entity |
| Predicate | hasDemographicArea |
P114768
|
FINISHED |
| Object | Lake Macquarie region |
E354796
|
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: Lake Macquarie region | Statement: [Darkinjung people, hasDemographicArea, Lake Macquarie region]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lake Macquarie region Context triple: [Darkinjung people, hasDemographicArea, Lake Macquarie region]
-
A.
Lake Macquarie urban area
chosen
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.
Port Macquarie-Hastings region
The Port Macquarie-Hastings region is a coastal local government area on the Mid North Coast of New South Wales, Australia, known for its beaches, waterways, and growing residential communities.
-
C.
Tuggerah Lakes region
The Tuggerah Lakes region is a coastal area on the New South Wales Central Coast known for its interconnected coastal lagoons, wetlands, and long-standing Aboriginal heritage.
-
D.
Newcastle region
The Newcastle region is a coastal area in New South Wales, Australia, encompassing the city of Newcastle and its surroundings, known for its beaches, port, and industrial and cultural significance.
-
E.
Gosford region
The Gosford region is an area on the Central Coast of New South Wales, Australia, encompassing coastal, urban, and bushland communities traditionally associated with the Darkinjung people.
- 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_69d86da2858c819090cc8481e7207b6e |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e142e0e1cc8190851b30b03cf9c9b8 |
completed | April 16, 2026, 8:13 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffa939b4608190ac411b2f2f61e19e |
completed | May 9, 2026, 9:38 p.m. |
Created at: April 10, 2026, 4:48 a.m.