Triple
T4680154
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Whangārei |
E103778
|
entity |
| Predicate | localGovernmentArea |
P3379
|
FINISHED |
| Object | Whangārei District |
E499165
|
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: Whangārei District | Statement: [Whangārei, localGovernmentArea, Whangārei District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Whangārei District Context triple: [Whangārei, localGovernmentArea, Whangārei District]
-
A.
Whangārei District
chosen
Whangārei District is a territorial authority area in northern New Zealand centered on the city of Whangārei, encompassing urban, coastal, and rural communities.
-
B.
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.
-
C.
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.
-
D.
Rangitīkei District
Rangitīkei District is a largely rural territorial authority area in the Manawatū-Whanganui region of New Zealand’s North Island, known for its farming communities and dramatic river gorges.
-
E.
Horowhenua District
Horowhenua District is a local government area in the lower North Island of New Zealand, known for its rural communities, coastal landscapes, and agricultural economy.
- 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_69bd43dda32c8190938b37744ca270fc |
completed | March 20, 2026, 12:55 p.m. |
| NER | Named-entity recognition | batch_69bd636c105081908655ab384f539f38 |
completed | March 20, 2026, 3:10 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69beef8499148190968800153a95174a |
completed | March 21, 2026, 7:20 p.m. |
Created at: March 20, 2026, 1:16 p.m.