Triple
T5750955
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Denman |
E126849
|
entity |
| Predicate | localGovernmentArea |
P3379
|
FINISHED |
| Object | Muswellbrook Shire |
E353157
|
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: Muswellbrook Shire | Statement: [Denman, localGovernmentArea, Muswellbrook Shire]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Muswellbrook Shire Context triple: [Denman, localGovernmentArea, Muswellbrook Shire]
-
A.
Muswellbrook Shire
chosen
Muswellbrook Shire is a local government area in the Upper Hunter region of New South Wales, Australia, encompassing rural communities and coal-mining towns.
-
B.
Boorowa Shire
Boorowa Shire was a former local government area in New South Wales, Australia, centered on the rural town of Boorowa and known for its agricultural community.
-
C.
Leeton Shire
Leeton Shire is a local government area in the Riverina region of New South Wales, Australia, known for its irrigated agriculture and the town of Leeton as its administrative centre.
-
D.
Wentworth Shire
Wentworth Shire is a local government area in far south-western New South Wales, Australia, known for its rural communities and the historic river town of Wentworth at the junction of the Murray and Darling rivers.
-
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_69c00832aedc81909899801b141fa3b4 |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c0288a0ea8819091ac6f965471ceee |
completed | March 22, 2026, 5:36 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c07e3a50b88190a943b2d91d3c5b8e |
completed | March 22, 2026, 11:41 p.m. |
Created at: March 22, 2026, 3:48 p.m.