Triple
T18612846
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Serpentine River |
E454940
|
entity |
| Predicate | hasNearbyLocalGovernmentArea |
P12057
|
FINISHED |
| Object | City of Mandurah |
—
|
NE NERFINISHED |
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 Mandurah | Statement: [Serpentine River, hasNearbyLocalGovernmentArea, City of Mandurah]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: City of Mandurah Context triple: [Serpentine River, hasNearbyLocalGovernmentArea, City of Mandurah]
-
A.
Mandurah
chosen
Mandurah is a coastal city in Western Australia known for its waterways, beaches, and role as a popular holiday and commuter destination south of Perth.
-
B.
City of Kalamunda
The City of Kalamunda is a local government area in the eastern metropolitan region of Perth, Western Australia, known for its hills communities, national parks, and scenic bushland.
-
C.
Collaroy
Collaroy is a coastal suburb in Sydney, Australia, known for its long sandy beach, surf culture, and seaside residential community.
-
D.
Burrum Town
Burrum Town is a small rural locality in the Fraser Coast Region of Queensland, Australia, historically associated with coal mining and the nearby town of Howard.
-
E.
Caboolture
Caboolture is a town and suburban area in South East Queensland, Australia, known as a growing regional hub between Brisbane and the Sunshine Coast.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69d8d38bbe7c8190bdec3138e7d413c9 |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e54d030d488190a992d10d3d28b4ad |
completed | April 19, 2026, 9:45 p.m. |
Created at: April 10, 2026, 11:45 a.m.