Triple
T22144431
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | East Auckland |
E547248
|
entity |
| Predicate | hasTransportInfrastructure |
P2560
|
FINISHED |
| Object | Auckland Southern Motorway |
—
|
NE NERFINISHED |
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: Auckland Southern Motorway | Statement: [East Auckland, hasTransportInfrastructure, Auckland Southern Motorway]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Auckland Southern Motorway Context triple: [East Auckland, hasTransportInfrastructure, Auckland Southern Motorway]
-
A.
Auckland Southern Motorway
chosen
The Auckland Southern Motorway is a major New Zealand state highway corridor that connects central Auckland with its southern suburbs and regions, carrying a large share of the city’s commuter and freight traffic.
-
B.
Auckland Southwestern Motorway
The Auckland Southwestern Motorway is a major New Zealand motorway that forms part of Auckland’s motorway network, linking the city’s southwestern suburbs and providing a key route to Auckland Airport.
-
C.
Christchurch Northern Motorway
Christchurch Northern Motorway is a major motorway in Canterbury that carries traffic on State Highway 1 between central Christchurch and the northern suburbs and towns.
-
D.
Christchurch Southern Motorway
Christchurch Southern Motorway is a major multi-lane motorway in Christchurch, New Zealand, forming a key part of the city’s primary north–south transport corridor.
-
E.
Wellington Urban Motorway
Wellington Urban Motorway is a major urban expressway in Wellington, New Zealand, carrying a key section of the city’s north–south traffic through the central area.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
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_69e11e3a95d88190a3bd80d9471976c3 |
completed | April 16, 2026, 5:36 p.m. |
| NER | Named-entity recognition | batch_69f129efd52c8190ab0acff5bbfc0d77 |
completed | April 28, 2026, 9:43 p.m. |
Created at: April 16, 2026, 8:33 p.m.