Triple
T2684369
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Esperance |
E57447
|
entity |
| Predicate | localGovernmentArea |
P3379
|
FINISHED |
| Object | Shire of Esperance |
E287500
|
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: Shire of Esperance | Statement: [Esperance, localGovernmentArea, Shire of Esperance]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shire of Esperance Context triple: [Esperance, localGovernmentArea, Shire of Esperance]
-
A.
Shire of Esperance
chosen
The Shire of Esperance is a local government area in Western Australia that encompasses the coastal town of Esperance and its surrounding rural and natural landscapes.
-
B.
Shire of Augusta-Margaret River
The Shire of Augusta-Margaret River is a local government area in Western Australia known for its coastal landscapes, wineries, and the popular tourist town of Margaret River.
-
C.
Shire of Broome
The Shire of Broome is a local government area in the Kimberley region of Western Australia, encompassing the town of Broome and surrounding communities.
-
D.
Coolamon Shire
Coolamon Shire is a rural local government area in the Riverina region of New South Wales, Australia, centered on the town of Coolamon and surrounding agricultural communities.
-
E.
Shire of Campaspe
The Shire of Campaspe is a local government area in northern Victoria, Australia, centered on the Murray River town of Echuca and encompassing a mix of rural communities and agricultural land.
- 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_69ab4a5028388190a36f3baf1588309e |
completed | March 6, 2026, 9:42 p.m. |
| NER | Named-entity recognition | batch_69abd9edba5c8190b86d6cba0f1964e2 |
completed | March 7, 2026, 7:55 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afaf5b19b88190982a669501463fa9 |
completed | March 10, 2026, 5:42 a.m. |
Created at: March 6, 2026, 9:54 p.m.