Triple
T18673748
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Waka Kotahi NZ Transport Agency |
E456546
|
entity |
| Predicate | oversees |
P46
|
FINISHED |
| Object | National Land Transport Programme |
—
|
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 Programme | Statement: [Waka Kotahi NZ Transport Agency, oversees, National Land Transport Programme]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: National Land Transport Programme Context triple: [Waka Kotahi NZ Transport Agency, oversees, National Land Transport Programme]
-
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.
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.
-
C.
North–South Line project
The North–South Line project is a major Amsterdam metro expansion initiative that created a new north–south rapid transit corridor beneath the city to improve urban mobility and connectivity.
-
D.
Redlands Passenger Rail Project
The Redlands Passenger Rail Project is a Southern California commuter rail initiative designed to provide modern, regional rail service between Redlands and the greater Los Angeles area, improving transit connectivity and reducing roadway congestion.
-
E.
National Highways Development Project
The National Highways Development Project is a major Indian infrastructure initiative aimed at expanding, modernizing, and improving the country’s national highway network to enhance connectivity and support economic growth.
- 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 Programme Target entity description: The National Land Transport Programme is New Zealand’s central funding and planning framework for investing in the country’s land transport system, including roads, public transport, and walking and cycling infrastructure.
-
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.
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.
-
C.
North–South Line project
The North–South Line project is a major Amsterdam metro expansion initiative that created a new north–south rapid transit corridor beneath the city to improve urban mobility and connectivity.
-
D.
Redlands Passenger Rail Project
The Redlands Passenger Rail Project is a Southern California commuter rail initiative designed to provide modern, regional rail service between Redlands and the greater Los Angeles area, improving transit connectivity and reducing roadway congestion.
-
E.
National Highways Development Project
The National Highways Development Project is a major Indian infrastructure initiative aimed at expanding, modernizing, and improving the country’s national highway network to enhance connectivity and support economic growth.
- 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.