Triple
T21702923
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Auckland rail network |
E535697
|
entity |
| Predicate | hasStation |
P35
|
FINISHED |
| Object | Pukekohe railway station |
—
|
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: Pukekohe railway station | Statement: [Auckland rail network, hasStation, Pukekohe railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pukekohe railway station Context triple: [Auckland rail network, hasStation, Pukekohe railway station]
-
A.
Pukekohe railway station
chosen
Pukekohe railway station is a suburban train station in Pukekohe, New Zealand, serving as a key terminus on Auckland’s Southern Line.
-
B.
Manukau railway station
Manukau railway station is a suburban passenger rail station in Manukau, Auckland, New Zealand, serving as a key public transport hub for the surrounding area.
-
C.
Waitakere railway station
Waitakere railway station was a suburban train station in West Auckland, New Zealand, that formerly served as a key outer terminus on the city’s rail network.
-
D.
Remuera railway station
Remuera railway station is a suburban train station in Auckland, New Zealand, serving the Remuera area on the city’s commuter rail network.
-
E.
Papatoetoe railway station
Papatoetoe railway station is a suburban passenger rail stop in the Papatoetoe area of South Auckland, New Zealand, serving as part of Auckland’s commuter rail system.
- 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_69e0c46b44c0819088ab883ebd44e0e8 |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69ef9b8161348190842c433531cfaa5b |
completed | April 27, 2026, 5:23 p.m. |
Created at: April 16, 2026, 6:46 p.m.