Triple
T4037810
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shellharbour |
E83868
|
entity |
| Predicate | locatedIn |
P40
|
FINISHED |
| Object | Shellharbour local government area |
E83868
|
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, locatedIn, 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, locatedIn, Shellharbour local government area]
-
A.
Shellharbour
chosen
Shellharbour is a coastal city in New South Wales, Australia, known for its beaches, harbour, and proximity to the Illawarra and South Coast regions.
-
B.
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.
-
C.
Muswellbrook Shire
Muswellbrook Shire is a local government area in the Upper Hunter region of New South Wales, Australia, encompassing rural communities and coal-mining towns.
-
D.
Redland City
Redland City is a coastal local government area in the Brisbane metropolitan region of South East Queensland, known for its bayside suburbs and the islands of Moreton Bay.
-
E.
Northern Beaches region
The Northern Beaches region is a coastal area in northern Sydney, Australia, known for its string of popular surf beaches, relaxed lifestyle, and scenic headlands.
- 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_69aed92f7cf0819098e0539bdcc3767f |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aefb3656f08190aa5286d951013646 |
completed | March 9, 2026, 4:54 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5564436788190aff89ebfeeed6d9b |
completed | March 14, 2026, 12:36 p.m. |
Created at: March 9, 2026, 3:37 p.m.