Triple
T14826432
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Forbes Shire |
E348585
|
entity |
| Predicate | hasNeighboringLGA |
P115982
|
FINISHED |
| Object | Lachlan Shire |
E364080
|
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: Lachlan Shire | Statement: [Forbes Shire, hasNeighboringLGA, Lachlan Shire]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lachlan Shire Context triple: [Forbes Shire, hasNeighboringLGA, Lachlan Shire]
-
A.
Lachlan Shire
chosen
Lachlan Shire is a local government area in the Central West region of New South Wales, Australia, encompassing rural communities and agricultural land along the Lachlan River.
-
B.
Upper Lachlan Shire
Upper Lachlan Shire is a local government area in the Southern Tablelands region of New South Wales, Australia, known for its rural communities, grazing lands, and historic towns such as Crookwell.
-
C.
Menzies Shire
Menzies Shire is a sparsely populated local government area in Western Australia’s northern Goldfields region, centered on the historic mining town of Menzies.
-
D.
Brewarrina Shire
Brewarrina Shire is a local government area in the Orana region of New South Wales, Australia, known for its rural communities and significant Indigenous heritage.
-
E.
Blayney Shire
Blayney Shire is a local government area in the Central West region of New South Wales, Australia, centered on the town of Blayney and known for its rural communities and agricultural activities.
- 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_69d822eb8f588190bf53445e730a934f |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69ded0713700819097bbb0352650984b |
completed | April 14, 2026, 11:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fe9685aa5c8190b4e4d82af80f36f8 |
completed | May 9, 2026, 2:05 a.m. |
Created at: April 10, 2026, 1:51 a.m.