Triple
T17792413
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hamilton, Victoria, Australia |
E444197
|
entity |
| Predicate | hasHighwayConnection |
P385
|
FINISHED |
| Object | Hamilton Highway |
—
|
NE NERFINISHED |
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: Hamilton Highway | Statement: [Hamilton, Victoria, Australia, hasHighwayConnection, Hamilton Highway]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hamilton Highway Context triple: [Hamilton, Victoria, Australia, hasHighwayConnection, Hamilton Highway]
-
A.
Centenary Highway
Centenary Highway is a major road in Queensland, Australia, serving Brisbane’s western suburbs and connecting them to the broader state highway network.
-
B.
Cunningham Highway
The Cunningham Highway is a major road in Queensland, Australia, linking the inland city of Warwick with Ipswich and the outskirts of Brisbane, and serving as a key freight and commuter route through the region.
-
C.
Princes Highway
Princes Highway is a major Australian road route that runs along the southeastern coast, connecting Sydney with key coastal towns and cities in New South Wales and beyond.
-
D.
Bussell Highway
Bussell Highway is a major road in Western Australia's South West region that connects the city of Bunbury with the popular tourist areas of Margaret River and Augusta.
-
E.
Brooker Highway
Brooker Highway is a major arterial road in southern Tasmania, Australia, connecting Hobart with its northern suburbs and surrounding regions.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hamilton Highway Target entity description: Hamilton Highway is a major rural road in western Victoria, Australia, linking the regional city of Hamilton with Geelong and serving as an important transport route for the surrounding agricultural areas.
-
A.
Centenary Highway
Centenary Highway is a major road in Queensland, Australia, serving Brisbane’s western suburbs and connecting them to the broader state highway network.
-
B.
Cunningham Highway
The Cunningham Highway is a major road in Queensland, Australia, linking the inland city of Warwick with Ipswich and the outskirts of Brisbane, and serving as a key freight and commuter route through the region.
-
C.
Princes Highway
Princes Highway is a major Australian road route that runs along the southeastern coast, connecting Sydney with key coastal towns and cities in New South Wales and beyond.
-
D.
Bussell Highway
Bussell Highway is a major road in Western Australia's South West region that connects the city of Bunbury with the popular tourist areas of Margaret River and Augusta.
-
E.
Brooker Highway
Brooker Highway is a major arterial road in southern Tasmania, Australia, connecting Hobart with its northern suburbs and surrounding regions.
- F. None of above. chosen
Provenance (2 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_69d8b9efe370819095cd219b143ae727 |
completed | April 10, 2026, 8:50 a.m. |
| NER | Named-entity recognition | batch_69e4879859408190875835bd255e1185 |
completed | April 19, 2026, 7:43 a.m. |
Created at: April 10, 2026, 10:13 a.m.