Triple
T18673758
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Waka Kotahi NZ Transport Agency |
E456546
|
entity |
| Predicate | fundingSource |
P67
|
FINISHED |
| Object | National Land Transport Fund |
—
|
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: National Land Transport Fund | Statement: [Waka Kotahi NZ Transport Agency, fundingSource, National Land Transport Fund]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: National Land Transport Fund Context triple: [Waka Kotahi NZ Transport Agency, fundingSource, National Land Transport Fund]
-
A.
National Land Transport Network
The National Land Transport Network is Australia’s strategically important system of major highways and rail routes that supports national freight movement and passenger travel between key cities and regions.
-
B.
National Transport Commission
The National Transport Commission is an Australian statutory body responsible for developing and coordinating national reforms to improve the safety, efficiency, and consistency of road, rail, and intermodal transport regulation.
-
C.
Asian Land Transport Infrastructure Development project
The Asian Land Transport Infrastructure Development project is a UNESCAP initiative aimed at developing and coordinating regional land transport systems across Asia, including the Asian Highway Network.
-
D.
Railinfratrust
Railinfratrust is the Dutch state-owned holding company that owns the national railway infrastructure and under which rail network manager ProRail operates.
-
E.
Ministry of Land Transport and Light Rail
The Ministry of Land Transport and Light Rail is the Mauritian government department responsible for formulating and implementing policies on road transport, traffic management, and light rail systems in Mauritius.
- 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: National Land Transport Fund Target entity description: The National Land Transport Fund is New Zealand’s central pool of dedicated revenue used to plan, build, operate, and maintain the country’s land transport system.
-
A.
National Land Transport Network
The National Land Transport Network is Australia’s strategically important system of major highways and rail routes that supports national freight movement and passenger travel between key cities and regions.
-
B.
National Transport Commission
The National Transport Commission is an Australian statutory body responsible for developing and coordinating national reforms to improve the safety, efficiency, and consistency of road, rail, and intermodal transport regulation.
-
C.
Asian Land Transport Infrastructure Development project
The Asian Land Transport Infrastructure Development project is a UNESCAP initiative aimed at developing and coordinating regional land transport systems across Asia, including the Asian Highway Network.
-
D.
Railinfratrust
Railinfratrust is the Dutch state-owned holding company that owns the national railway infrastructure and under which rail network manager ProRail operates.
-
E.
Ministry of Land Transport and Light Rail
The Ministry of Land Transport and Light Rail is the Mauritian government department responsible for formulating and implementing policies on road transport, traffic management, and light rail systems in Mauritius.
- 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_69d8d38f72b4819090a935175d9ca8af |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e556b41cd881908f37bf7c85e96559 |
completed | April 19, 2026, 10:27 p.m. |
Created at: April 10, 2026, 11:48 a.m.