Triple
T7455263
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Benambra |
E172105
|
entity |
| Predicate | LGA |
P73868
|
FINISHED |
| Object | Shire of Towong |
E661869
|
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 Towong | Statement: [Benambra, LGA, Shire of Towong]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shire of Towong Context triple: [Benambra, LGA, Shire of Towong]
-
A.
Towong Shire
chosen
Towong Shire is a rural local government area in northeastern Victoria, Australia, known for its alpine landscapes, agriculture, and small country towns.
-
B.
Urana Shire
Urana Shire was a former local government area in the Riverina region of New South Wales, Australia, encompassing rural communities and agricultural land.
-
C.
Torres Shire
Torres Shire is a local government area in Far North Queensland, Australia, encompassing many of the Torres Strait Islands and parts of the northern Cape York Peninsula.
-
D.
Alpine Shire
Alpine Shire is a rural local government area in Victoria, Australia, known for its alpine landscapes, national parks, and popular outdoor tourism destinations such as ski fields and hiking regions.
-
E.
Murrumbidgee Shire
Murrumbidgee Shire is a local government area in the Riverina region of New South Wales, Australia, known for its irrigated agriculture and rural communities including the town of Coleambally.
- 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_69c68a66554c8190add75c65942c0317 |
completed | March 27, 2026, 1:47 p.m. |
| NER | Named-entity recognition | batch_69c6f3af58dc819093fb0482482779a3 |
completed | March 27, 2026, 9:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c8ac837f948190895d136cf96951e7 |
completed | March 29, 2026, 4:37 a.m. |
Created at: March 27, 2026, 3:15 p.m.