Triple
T5670427
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Auckland Region |
E124960
|
entity |
| Predicate | includesHarbour |
P3007
|
FINISHED |
| Object | Manukau Harbour |
E107738
|
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: Manukau Harbour | Statement: [Auckland Region, includesHarbour, Manukau Harbour]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Manukau Harbour Context triple: [Auckland Region, includesHarbour, Manukau Harbour]
-
A.
Manukau Harbour
chosen
Manukau Harbour is a large shallow natural harbour on the west coast of New Zealand’s North Island, forming one of the two main harbours of the Auckland region.
-
B.
Manukau
Manukau is a major urban area in South Auckland, New Zealand, known for its diverse population and role as a commercial and transport hub.
-
C.
Waitematā Harbour
Waitematā Harbour is the main natural harbour of Auckland, New Zealand, known for its scenic waterfront, busy shipping lanes, and iconic city skyline views.
-
D.
Wellington Harbour
Wellington Harbour is a large natural harbour in New Zealand that serves as the maritime gateway to the city of Wellington and a key hub for transport and commerce in the region.
-
E.
Whangārei Harbour
Whangārei Harbour is a large natural harbour on the east coast of New Zealand’s North Island, known for its sheltered waterways, coastal scenery, and role as a key maritime and recreational area for the nearby city of Whangārei.
- 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_69c00828906881908966f270b8f130cf |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c0335cf55c8190937a8657406ac4a2 |
completed | March 22, 2026, 6:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c07dc5d8b08190b4646853f68beb62 |
completed | March 22, 2026, 11:39 p.m. |
Created at: March 22, 2026, 3:43 p.m.