Triple
T4680128
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Whangārei |
E103778
|
entity |
| Predicate | hasHarbour |
P3007
|
FINISHED |
| Object | Whangārei Harbour |
E450416
|
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 Harbour | Statement: [Whangārei, hasHarbour, Whangārei Harbour]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Whangārei Harbour Context triple: [Whangārei, hasHarbour, Whangārei Harbour]
-
A.
Whangārei Harbour
chosen
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.
-
B.
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.
-
C.
Whangaroa Harbour
Whangaroa Harbour is a scenic natural harbour on the east coast of New Zealand’s North Island, renowned for its sheltered waters, dramatic coastal cliffs, and historical significance in early Māori–European contact.
-
D.
Rangaunu Harbour
Rangaunu Harbour is a large, shallow natural harbour on the east coast of New Zealand’s Far North, known for its rich marine and bird life and extensive sand and mangrove habitats.
-
E.
Parengarenga Harbour
Parengarenga Harbour is a large, shallow, and scenic natural harbour at the northern tip of New Zealand’s North Island, known for its white sand dunes, clear waters, and rich marine and bird life.
- 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_69bd43dda32c8190938b37744ca270fc |
completed | March 20, 2026, 12:55 p.m. |
| NER | Named-entity recognition | batch_69bd636c105081908655ab384f539f38 |
completed | March 20, 2026, 3:10 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be922a8fc08190ad2dd4ffc1697f08 |
completed | March 21, 2026, 12:42 p.m. |
Created at: March 20, 2026, 1:16 p.m.