Triple
T16643647
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Palmerston North Airport |
E404407
|
entity |
| Predicate | locatedInRegion |
P40
|
FINISHED |
| Object | Manawatū |
E496354
|
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: Manawatū | Statement: [Palmerston North Airport, locatedInRegion, Manawatū]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Manawatū Context triple: [Palmerston North Airport, locatedInRegion, Manawatū]
-
A.
Manawatū District
chosen
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.
-
B.
Hauraki District
Hauraki District is a local government area on New Zealand’s North Island known for its rural communities, historic gold-mining towns, and proximity to the Hauraki Plains and Coromandel Peninsula.
-
C.
Whangārei District
Whangārei District is a territorial authority area in northern New Zealand centered on the city of Whangārei, encompassing urban, coastal, and rural communities.
-
D.
Ōtorohanga District
Ōtorohanga District is a predominantly rural local government area on New Zealand’s North Island, known for its farming communities and proximity to the famous Waitomo Caves.
-
E.
Waitaki District
Waitaki District is a largely rural territorial authority area in New Zealand’s South Island, known for its hydroelectric schemes, agricultural landscapes, and the town of Oamaru.
- 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_69d8838a41f08190b0c3f79c47df5078 |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e37ad3b12c8190a32e33d9ecff9dae |
completed | April 18, 2026, 12:36 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0826eddda88190bb494d4ebed085ac |
completed | May 16, 2026, 8:12 a.m. |
Created at: April 10, 2026, 5:18 a.m.