Triple
T11024354
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hamilton, New Zealand |
E260576
|
entity |
| Predicate | transportInfrastructure |
P1777
|
FINISHED |
| Object | Waikato Expressway |
E426026
|
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: Waikato Expressway | Statement: [Hamilton, New Zealand, transportInfrastructure, Waikato Expressway]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Waikato Expressway Context triple: [Hamilton, New Zealand, transportInfrastructure, Waikato Expressway]
-
A.
New Zealand State Highway 1
chosen
New Zealand State Highway 1 is the country’s primary north–south transport artery, running the length of New Zealand’s main islands and linking major cities and regions.
-
B.
Hume Highway
The Hume Highway is a major intercity highway in southeastern Australia that forms the primary road link between Sydney and Melbourne.
-
C.
M1 Princes Motorway
The M1 Princes Motorway is a major Australian highway in New South Wales that forms part of the key coastal route linking Sydney with Wollongong and further south.
-
D.
Tullamarine Freeway
Tullamarine Freeway is a major urban freeway in Melbourne, Australia, connecting the city to Melbourne Airport and the northwestern suburbs.
-
E.
Ipswich Motorway
The Ipswich Motorway is a major arterial highway in South East Queensland, Australia, connecting Brisbane with the city of Ipswich and serving as a key freight and commuter 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_69d6aa9687448190b28d353b1b6a610e |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d797bf78a48190a37b423812827d4e |
completed | April 9, 2026, 12:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e3750917d481909e73de0bfae27827 |
completed | April 18, 2026, 12:11 p.m. |
Created at: April 8, 2026, 9:25 p.m.