Triple
T12074106
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shire of Esperance |
E287500
|
entity |
| Predicate | hasCouncil |
P2820
|
FINISHED |
| Object | Esperance Shire Council |
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: Esperance Shire Council | Statement: [Shire of Esperance, hasCouncil, Esperance Shire Council]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Esperance Shire Council Context triple: [Shire of Esperance, hasCouncil, Esperance Shire Council]
-
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.
Eurobodalla Shire Council
Eurobodalla Shire Council is the local government authority responsible for administering the Eurobodalla region on the South Coast of New South Wales, Australia.
-
C.
Parkes Shire Council
Parkes Shire Council is the local governing body responsible for municipal services, planning, and community development in the Parkes region of New South Wales, Australia.
-
D.
Campaspe Shire Council
Campaspe Shire Council is the local government authority responsible for administering services, infrastructure, and community development within the Shire of Campaspe in regional Victoria, Australia.
-
E.
Coorong District Council
Coorong District Council is a local government authority in South Australia responsible for administering rural communities and natural environments, including areas around the Coorong and Lower Murray regions.
- 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_69d6ab4846e081908ee7bbd66a6d3459 |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d9045bbc508190abf6e3316701e587 |
completed | April 10, 2026, 2:08 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f5f65ed5908190a0082796366a8825 |
completed | May 2, 2026, 1:04 p.m. |
Created at: April 8, 2026, 9:48 p.m.