Triple
T16604413
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Regional New South Wales |
E403412
|
entity |
| Predicate | hasTransportInfrastructure |
P2560
|
FINISHED |
| Object | Hume Highway outside Sydney |
E136729
|
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: Hume Highway outside Sydney | Statement: [Regional New South Wales, hasTransportInfrastructure, Hume Highway outside Sydney]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hume Highway outside Sydney Context triple: [Regional New South Wales, hasTransportInfrastructure, Hume Highway outside Sydney]
-
A.
Bradfield Highway, Sydney
Bradfield Highway in Sydney is a major roadway best known for carrying traffic across the Sydney Harbour Bridge between the city centre and the North Shore.
-
B.
Illawarra Highway
The Illawarra Highway is a key regional road in New South Wales, Australia, linking the Southern Highlands with the Illawarra coastal region via the Macquarie Pass through the Illawarra Escarpment.
-
C.
Anzac Highway
Anzac Highway is a major arterial road in Adelaide, South Australia, linking the city centre with the coastal suburb of Glenelg and serving as a key commuter and transport route.
-
D.
Hume Highway
chosen
The Hume Highway is a major intercity highway in southeastern Australia that forms the primary road link between Sydney and Melbourne.
-
E.
Byron Highway
Byron Highway is a major regional road in Contra Costa County, California, connecting the community of Byron with surrounding towns and serving as a key commuter and freight route.
- 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_69d883880d0c81908b5fcd454e767b60 |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e3608ff1a481909084e7ad984b0f95 |
completed | April 18, 2026, 10:44 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0075a67abc8190b0f29a9e4589befb |
completed | May 10, 2026, 12:10 p.m. |
Created at: April 10, 2026, 5:17 a.m.