Triple
T18687201
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Maungakiekie-Tāmaki Local Board Area |
E456898
|
entity |
| Predicate | borders |
P224
|
FINISHED |
| Object | Manukau Harbour (northern shore, parts) |
—
|
NE NERFINISHED |
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 (northern shore, parts) | Statement: [Maungakiekie-Tāmaki Local Board Area, borders, Manukau Harbour (northern shore, parts)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Manukau Harbour (northern shore, parts) Context triple: [Maungakiekie-Tāmaki Local Board Area, borders, Manukau Harbour (northern shore, parts)]
-
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.
Marsden Point-Ruakākā area
The Marsden Point-Ruakākā area is a coastal locality in Northland, New Zealand, known for its long sandy beaches, residential settlements, and proximity to industrial facilities at Marsden Point.
-
D.
Mangawhai Harbour
Mangawhai Harbour is a coastal inlet on New Zealand’s North Island known for its sand dunes, tidal estuary, and popular recreational activities such as boating and fishing.
-
E.
Tauranga Harbour
Tauranga Harbour is a large natural tidal harbour on New Zealand’s North Island, known for its sheltered waters, busy port facilities, and importance to the coastal city of Tauranga.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69d8d391eb488190ac2e9abf5bf255e4 |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e55b2d9a24819098c8e963ee430437 |
completed | April 19, 2026, 10:46 p.m. |
Created at: April 10, 2026, 11:49 a.m.