Triple
T16850866
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shellharbour City Council |
E409671
|
entity |
| Predicate | administers |
P123
|
FINISHED |
| Object | Shellharbour local government area |
E411282
|
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: Shellharbour local government area | Statement: [Shellharbour City Council, administers, Shellharbour local government area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shellharbour local government area Context triple: [Shellharbour City Council, administers, Shellharbour local government area]
-
A.
Shellharbour City Council
Shellharbour City Council is the local government authority responsible for administering municipal services, planning, and community facilities in the Shellharbour area of New South Wales, Australia.
-
B.
Shellharbour
Shellharbour is a coastal city in New South Wales, Australia, known for its beaches, harbour, and proximity to the Illawarra and South Coast regions.
-
C.
City of Shellharbour
chosen
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.
-
D.
Noosa Shire
Noosa Shire is a local government area in Queensland, Australia, known for its coastal tourism hub Noosa Heads, national parks, and beaches on the northern end of the Sunshine Coast.
-
E.
Hornsby Shire
Hornsby Shire is a local government area in the northern suburbs of Sydney, New South Wales, known for its extensive bushland, national parks, and residential communities.
- 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_69d88395e6c88190b22730f335107c14 |
completed | April 10, 2026, 4:59 a.m. |
| NER | Named-entity recognition | batch_69e3b378dda48190ab81d75f2cfe3ab3 |
completed | April 18, 2026, 4:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00bb1f02648190937c692af83843dc |
completed | May 10, 2026, 5:06 p.m. |
Created at: April 10, 2026, 5:24 a.m.