Triple
T14826431
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Forbes Shire |
E348585
|
entity |
| Predicate | hasNeighboringLGA |
P115982
|
FINISHED |
| Object | Parkes Shire |
E410242
|
NE FINISHED |
How this triple was built (3 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: Parkes Shire | Statement: [Forbes Shire, hasNeighboringLGA, Parkes Shire]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Parkes Shire Context triple: [Forbes Shire, hasNeighboringLGA, Parkes Shire]
-
A.
Parkes Shire
chosen
Parkes Shire is a local government area in central-west New South Wales, Australia, centered on the town of Parkes and known for its agricultural base and the nearby Parkes Observatory radio telescope.
-
B.
Campaspe Shire
Campaspe Shire is a local government area in northern Victoria, Australia, centered on the regional city of Echuca and known for its agriculture and tourism along the Murray River.
-
C.
Towong Shire
Towong Shire is a rural local government area in northeastern Victoria, Australia, known for its alpine landscapes, agriculture, and small country towns.
-
D.
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.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasNeighboringLGA Context triple: [Forbes Shire, hasNeighboringLGA, Parkes Shire]
-
A.
hasNeighbouringLocality
Indicates that one locality is geographically adjacent to or directly borders another locality.
-
B.
hasNeighbouringWard
Indicates that one ward is directly adjacent to or borders another ward geographically.
-
C.
hasNeighborCensusDivision
Indicates that one census division is geographically adjacent to another census division.
-
D.
neighbouringMunicipality
Indicates that one municipality directly borders and is adjacent to another municipality.
-
E.
hasNeighbouringParish
Indicates that one parish is directly adjacent to or borders another parish geographically.
- F. None of above. chosen
Provenance (5 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_69fe8bc7aba08190b2e125b174751a53 |
completed | May 9, 2026, 1:20 a.m. |
| PD | Predicate disambiguation | batch_69de8c13418c819088ff9905ace1416a |
completed | April 14, 2026, 6:48 p.m. |
| PDg | Predicate description generation | batch_69de90806f3881908fcbfec5bd4ab4d2 |
completed | April 14, 2026, 7:07 p.m. |
Created at: April 10, 2026, 1:51 a.m.