Triple
T13875039
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Campaspe River |
E333558
|
entity |
| Predicate | flowsThroughLocalGovernmentArea |
P74637
|
FINISHED |
| Object | Campaspe Shire |
E688074
|
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: Campaspe Shire | Statement: [Campaspe River, flowsThroughLocalGovernmentArea, Campaspe Shire]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Campaspe Shire Context triple: [Campaspe River, flowsThroughLocalGovernmentArea, Campaspe Shire]
-
A.
Campaspe Shire
chosen
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.
-
B.
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.
-
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.
Parkes Shire
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.
-
E.
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.
- 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: flowsThroughLocalGovernmentArea Context triple: [Campaspe River, flowsThroughLocalGovernmentArea, Campaspe Shire]
-
A.
localGovernmentAreaOf
chosen
Indicates that one entity is the local government area within whose jurisdiction or administrative boundaries the other entity is located.
-
B.
governedByMultipleLocalAuthorities
Indicates that an entity falls under the jurisdiction or control of more than one local governing authority at the same time.
-
C.
isLocalGovernment
Indicates that an entity functions as a governing body with authority over a specific local or regional area within a larger political system.
-
D.
hasLocalGovernmentCommunity
Indicates that one entity possesses or is associated with a community-level local government authority responsible for administering that area.
-
E.
hasLocalGovernmentBody
Indicates that an entity is administered or overseen by a specific local government authority or governing body.
- 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_69d81c5ced9c8190b0e9bcc6effe5959 |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de23a101488190bd790b28033d38b9 |
completed | April 14, 2026, 11:23 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd54f748d481909661deb151da34c1 |
completed | May 8, 2026, 3:13 a.m. |
| PD | Predicate disambiguation | batch_69de05972f3881909977b4c843984f88 |
completed | April 14, 2026, 9:15 a.m. |
Created at: April 9, 2026, 10:15 p.m.