Triple
T3454790
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Singleton |
E72877
|
entity |
| Predicate | localGovernmentArea |
P3379
|
FINISHED |
| Object | Singleton Shire |
E100579
|
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: Singleton Shire | Statement: [Singleton, localGovernmentArea, Singleton Shire]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Singleton Shire Context triple: [Singleton, localGovernmentArea, Singleton Shire]
-
A.
Singleton Shire
chosen
Singleton Shire is a local government area in the Hunter Region of New South Wales, Australia, known for its mix of rural communities, coal mining, and wine-producing areas.
-
B.
Oberon Shire
Oberon Shire is a local government area in the Central Tablelands region of New South Wales, Australia, known for its rural landscapes, forestry, and proximity to Jenolan Caves and the Blue Mountains.
-
C.
Hay Shire
Hay Shire is a rural local government area in the Riverina region of southwestern New South Wales, Australia, centered on the town of Hay and known for its agricultural production and pastoral history.
-
D.
Harden Shire
Harden Shire was a former local government area in New South Wales, Australia, that administered the rural town of Harden and its surrounding district.
-
E.
Forbes Shire
Forbes Shire is a local government area in the Central West region of New South Wales, Australia, centered on the town of Forbes and encompassing 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_69ad85b12a908190a1d10a6b03b4f8ae |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adbaa5e2188190a8157cb8dcca8d30 |
completed | March 8, 2026, 6:06 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b360fc823c8190a0f1807b39706b3f |
completed | March 13, 2026, 12:57 a.m. |
Created at: March 8, 2026, 3:16 p.m.