Triple
T4526097
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Northland Region |
E106182
|
entity |
| Predicate | seatOfRegionalCouncil |
P54104
|
FINISHED |
| Object | Whangārei |
E103778
|
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 | Statement: [Northland Region, seatOfRegionalCouncil, Whangārei]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Whangārei Context triple: [Northland Region, seatOfRegionalCouncil, Whangārei]
-
A.
Whangārei
chosen
Whangārei is a coastal city in northern New Zealand known as the main urban center of the Northland Region, featuring a busy harbor, waterfalls, and access to scenic beaches.
-
B.
Whakatāne
Whakatāne is a coastal town in New Zealand known as a gateway to the Bay of Plenty, with strong Māori cultural heritage and access to nearby natural attractions such as Whakaari/White Island.
-
C.
Gisborne
Gisborne is a coastal city on the northeastern tip of New Zealand’s North Island, known for its wineries, surf beaches, and being one of the first places in the world to see the sunrise.
-
D.
Waimate
Waimate is a small rural town in the South Island of New Zealand, known for its agricultural economy, historic buildings, and proximity to scenic natural landscapes.
-
E.
Otorohanga
Otorohanga is a small rural town in New Zealand known as the gateway to the Waitomo Caves and for its strong association with Māori culture and kiwi conservation.
- 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_69bd43f3d6e08190a91824f833d51bbe |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd57760f4481908f69ce82be63d7f8 |
completed | March 20, 2026, 2:19 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bdb9130b3c8190b511fa8a6ac0549b |
completed | March 20, 2026, 9:16 p.m. |
Created at: March 20, 2026, 1:03 p.m.