Triple
T14246901
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Muswellbrook Shire |
E353157
|
entity |
| Predicate | neighboringLGA |
P33892
|
FINISHED |
| Object | Upper Hunter Shire |
E13927
|
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: Upper Hunter Shire | Statement: [Muswellbrook Shire, neighboringLGA, Upper Hunter Shire]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Upper Hunter Shire Context triple: [Muswellbrook Shire, neighboringLGA, Upper Hunter Shire]
-
A.
Upper Hunter Shire
chosen
Upper Hunter Shire is a local government area in the rural Upper Hunter Valley of New South Wales, Australia, known for its equine industry, agriculture, and scenic countryside.
-
B.
Walcha Shire
Walcha Shire is a rural local government area in the New England region of New South Wales, Australia, centered on the town of Walcha and known for its agricultural landscape and high country scenery.
-
C.
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.
-
D.
Jerilderie Shire
Jerilderie Shire was a former local government area in the Riverina region of New South Wales, Australia, centered on the rural town of Jerilderie and known for its agricultural economy.
-
E.
Cowra Shire
Cowra Shire is a local government area in the Central West region of New South Wales, Australia, encompassing the town of Cowra and surrounding rural communities.
- 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_69d8278c43e08190824146f4632b89a5 |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de629464f88190817b190731bab156 |
completed | April 14, 2026, 3:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd3256026c8190814dd8ccd79c4b53 |
completed | May 8, 2026, 12:46 a.m. |
Created at: April 10, 2026, 1:08 a.m.