Triple
T4286935
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Palmerston North |
E97291
|
entity |
| Predicate | hasAirport |
P105
|
FINISHED |
| Object | Palmerston North Airport |
E404407
|
NE FINISHED |
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: Palmerston North Airport | Statement: [Palmerston North, hasAirport, Palmerston North Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Palmerston North Airport Context triple: [Palmerston North, hasAirport, Palmerston North Airport]
-
A.
Palmerston North Airport
chosen
Palmerston North Airport is a regional airport in Palmerston North, New Zealand, serving domestic flights and acting as a key air transport hub for the Manawatū region.
-
B.
Whanganui Airport
Whanganui Airport is a regional airport in Whanganui, New Zealand, providing domestic air services and general aviation facilities for the surrounding area.
-
C.
Hawke's Bay Airport
Hawke's Bay Airport is a regional airport in New Zealand serving the cities of Napier and Hastings and the wider Hawke's Bay region.
-
D.
Tauranga Airport
Tauranga Airport is a regional airport in Tauranga, New Zealand, serving the Bay of Plenty area on the North Island with domestic flights and general aviation services.
-
E.
Gisborne Airport
Gisborne Airport is a regional airport on New Zealand’s North Island known for its unique runway intersected by an active railway line.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69b3454595848190a0e6bbb6a2bea040 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b3505d23d88190a638f2cc2acee9ee |
completed | March 12, 2026, 11:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5b7c8c1ac819086ded38c1abe9b63 |
completed | March 14, 2026, 7:32 p.m. |
Created at: March 12, 2026, 11:08 p.m.