Triple
T18973008
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Auckland Regional Land Transport Plan |
E464218
|
entity |
| Predicate | fundingSource |
P67
|
FINISHED |
| Object | National Land Transport Fund |
—
|
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: National Land Transport Fund | Statement: [Auckland Regional Land Transport Plan, 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: [Auckland Regional Land Transport Plan, fundingSource, National Land Transport Fund]
-
A.
National Land Transport Fund
chosen
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.
-
B.
National Land Transport Programme
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.
-
C.
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.
-
D.
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.
-
E.
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.
- 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_69d8dd008af48190a97ff1c6488edf1b |
completed | April 10, 2026, 11:20 a.m. |
| NER | Named-entity recognition | batch_69e5d61cb3ac8190bfe29104166fa090 |
completed | April 20, 2026, 7:30 a.m. |
Created at: April 10, 2026, noon