Triple
T5250039
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hamilton Airport |
E118563
|
entity |
| Predicate | regionServed |
P82
|
FINISHED |
| Object | Waikato region |
E60080
|
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: Waikato region | Statement: [Hamilton Airport, regionServed, Waikato region]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Waikato region Context triple: [Hamilton Airport, regionServed, Waikato region]
-
A.
Waikato Region
chosen
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.
-
B.
Waikato District
Waikato District is a predominantly rural local government area in New Zealand’s North Island, known for its dairy farming, small towns, and proximity to the city of Hamilton.
-
C.
Manawatū-Whanganui Region
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.
-
D.
Taupō District
Taupō District is a local government area in New Zealand’s central North Island, known for encompassing Lake Taupō, geothermal attractions, and outdoor recreation areas.
-
E.
Hawke's Bay Region
Hawke's Bay Region is a prominent agricultural and wine-producing area on the east coast of New Zealand’s North Island, known for its sunny climate, Art Deco architecture in Napier, and scenic coastal landscapes.
- 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_69bd4468aacc8190a8196f71855cdf4f |
completed | March 20, 2026, 12:58 p.m. |
| NER | Named-entity recognition | batch_69bd7b79ae0c81908a9b8614f6886259 |
completed | March 20, 2026, 4:53 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf9adecb988190a5f289259cdd2f98 |
completed | March 22, 2026, 7:31 a.m. |
Created at: March 20, 2026, 1:50 p.m.