Triple
T10747892
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cambridge, New Zealand |
E253497
|
entity |
| Predicate | region |
P40
|
FINISHED |
| Object | Waikato |
E300358
|
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 | Statement: [Cambridge, New Zealand, region, Waikato]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Waikato Context triple: [Cambridge, New Zealand, region, Waikato]
-
A.
Waikato
chosen
Waikato is a region in the central North Island of New Zealand known for its fertile farmland, the Waikato River, and the city of Hamilton.
-
B.
Waikato River
The Waikato River is New Zealand’s longest river, flowing through the central North Island and playing a key role in the region’s ecology, hydroelectric power generation, and Māori cultural heritage.
-
C.
Whanganui
Whanganui is a historic riverside city on New Zealand’s North Island, known for its Māori heritage, arts scene, and location along the Whanganui River.
-
D.
Whanganui River
The Whanganui River is one of New Zealand’s longest and most culturally significant rivers, renowned for its deep spiritual importance to Māori and its scenic, winding course through the central North Island.
-
E.
Waitaki
Waitaki is a parliamentary electorate in New Zealand’s South Island that covers a largely rural area including towns in North Otago and South Canterbury.
- 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_69d6aa5e51e8819095f06881cecf152e |
completed | April 8, 2026, 7:19 p.m. |
| NER | Named-entity recognition | batch_69d711b9242c81908dbf3fa155159b3c |
completed | April 9, 2026, 2:40 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69de231af7388190b73347a3ffc1077a |
completed | April 14, 2026, 11:20 a.m. |
Created at: April 8, 2026, 9:15 p.m.