Triple
T12388839
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Wyangala Dam |
E295938
|
entity |
| Predicate | nearLocalGovernmentArea |
P74637
|
FINISHED |
| Object | Cowra Shire |
E314697
|
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: Cowra Shire | Statement: [Wyangala Dam, nearLocalGovernmentArea, Cowra Shire]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cowra Shire Context triple: [Wyangala Dam, nearLocalGovernmentArea, Cowra Shire]
-
A.
Cowra Shire
chosen
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.
-
B.
Cootamundra Shire
Cootamundra Shire was a former local government area in New South Wales, Australia, centered on the town of Cootamundra and encompassing surrounding rural communities.
-
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.
Coolamon Shire
Coolamon Shire is a rural local government area in the Riverina region of New South Wales, Australia, centered on the town of Coolamon and surrounding agricultural communities.
- 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: nearLocalGovernmentArea Context triple: [Wyangala Dam, nearLocalGovernmentArea, Cowra Shire]
-
A.
nearbyPoliticalEntity
Indicates that one political entity is geographically close to another political entity, without necessarily sharing a border.
-
B.
localGovernmentAreaOf
chosen
Indicates that one entity is the local government area within whose jurisdiction or administrative boundaries the other entity is located.
-
C.
governingBodyNearby
Indicates that a governing body is located in close physical proximity to the referenced entity or area.
-
D.
administrativeCentreNearby
Indicates that an administrative centre is located close to the referenced entity in geographic or spatial terms.
-
E.
nearbyUrbanCenter
Indicates that one location is geographically close to an urban center, such as a city or large town.
- F. None of above.
Provenance (4 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_69d6ad9e653c8190b1473c860ee53dae |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d93fcf6aa8819080c9a2407a72db2e |
completed | April 10, 2026, 6:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f64b941d208190b75de2083b8b74a4 |
completed | May 2, 2026, 7:08 p.m. |
| PD | Predicate disambiguation | batch_69d93ed256788190b704cad171a4824e |
completed | April 10, 2026, 6:17 p.m. |
Created at: April 8, 2026, 9:54 p.m.