Triple
T12140232
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Halls Head Beach |
E289162
|
entity |
| Predicate | near |
P350
|
FINISHED |
| Object | Mandurah city centre |
E58229
|
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: Mandurah city centre | Statement: [Halls Head Beach, near, Mandurah city centre]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mandurah city centre Context triple: [Halls Head Beach, near, Mandurah city centre]
-
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.
Mandurah Foreshore
Mandurah Foreshore is a popular waterfront precinct in Mandurah, Western Australia, known for its scenic estuary views, recreational spaces, and dining and entertainment options along the water.
-
C.
Mandurah Ocean Marina
Mandurah Ocean Marina is a modern waterfront precinct in Mandurah, Western Australia, featuring boat harbours, residential and commercial developments, dining, and recreational facilities.
-
D.
Mandurah Performing Arts Centre
Mandurah Performing Arts Centre is a major cultural venue in Mandurah, Western Australia, hosting theatre, music, dance, and community events on the city’s waterfront.
-
E.
Carnamah
Carnamah is a small rural town in Western Australia known for its grain farming, sheep grazing, and heritage-listed buildings.
- 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_69d6ab4b5e4c81909950b17151eb0951 |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d9158eef48819083bdce283a363414 |
completed | April 10, 2026, 3:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f5f692ee048190ab42c92296fd28fb |
completed | May 2, 2026, 1:05 p.m. |
Created at: April 8, 2026, 9:49 p.m.