Triple
T17494212
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Palmerston North railway station |
E426012
|
entity |
| Predicate | isTransportHubFor |
P2413
|
FINISHED |
| Object | Manawatū-Whanganui region |
—
|
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: Manawatū-Whanganui region | Statement: [Palmerston North railway station, isTransportHubFor, Manawatū-Whanganui region]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Manawatū-Whanganui region Context triple: [Palmerston North railway station, isTransportHubFor, Manawatū-Whanganui region]
-
A.
Manawatū-Whanganui Region
chosen
Manawatū-Whanganui Region is a central North Island region of New Zealand known for its mix of agricultural plains, river valleys, and volcanic landscapes, including part of Tongariro National Park.
-
B.
Te Whanganui-a-Tara region
Te Whanganui-a-Tara region is the Māori name for the wider Wellington area at the southern tip of New Zealand’s North Island, encompassing the harbour and surrounding lands.
-
C.
Waikato Region
The Waikato Region is a large administrative and geographic area in the central North Island of New Zealand, known for its fertile farmland, the Waikato River, and significant natural attractions including parts of Tongariro National Park.
-
D.
Whanganui District
Whanganui District is a local government area on New Zealand’s North Island centered on the city of Whanganui and known for its historic river, cultural heritage, and regional services.
-
E.
Manawatū District
Manawatū District is a largely rural local government area in New Zealand’s North Island, centered around agriculture and small towns near the city of Palmerston North.
- 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_69d889dccf7481909264a1844a2e9100 |
completed | April 10, 2026, 5:25 a.m. |
| NER | Named-entity recognition | batch_69e451d782688190afb76fa080867315 |
completed | April 19, 2026, 3:53 a.m. |
Created at: April 10, 2026, 5:48 a.m.