Triple
T4822321
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Manukau Harbour |
E107738
|
entity |
| Predicate | hasInflow |
P967
|
FINISHED |
| Object | Waikato River (historically via Awaroa River and Waiuku River) |
E92715
|
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 River (historically via Awaroa River and Waiuku River) | Statement: [Manukau Harbour, hasInflow, Waikato River (historically via Awaroa River and Waiuku River)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Waikato River (historically via Awaroa River and Waiuku River) Context triple: [Manukau Harbour, hasInflow, Waikato River (historically via Awaroa River and Waiuku River)]
-
A.
Clutha River / Mata-Au
The Clutha River / Mata-Au is one of New Zealand’s largest and swiftest rivers, flowing through the South Island from the Southern Alps to the Pacific Ocean and known for its hydroelectric power and scenic landscapes.
-
B.
Waimata River
The Waimata River is a river in the Gisborne District of New Zealand’s North Island that flows through rural and urban landscapes before reaching the city of Gisborne.
-
C.
Waikato River
chosen
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.
-
D.
Waiohine River
The Waiohine River is a major river in New Zealand’s Wairarapa region, known for its scenic gorge, tramping tracks, and popular outdoor recreation opportunities.
-
E.
Tukituki River
The Tukituki River is a prominent river in New Zealand’s Hawke’s Bay region, known for flowing through rural landscapes and supporting local agriculture, recreation, and trout fishing.
- 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_69bd43f9efa081908314cb3e94fa1695 |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd6caa95ec8190bea525dbf3a00477 |
completed | March 20, 2026, 3:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be4dc3cf5c8190bcd6ef039bab9878 |
completed | March 21, 2026, 7:50 a.m. |
Created at: March 20, 2026, 1:24 p.m.