Triple
T18401734
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kaipara District |
E450012
|
entity |
| Predicate | hasSuburbOrLocality |
P76817
|
FINISHED |
| Object | Mangawhai Heads |
—
|
NE NERFINISHED |
How this triple was built (3 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: Mangawhai Heads | Statement: [Kaipara District, hasSuburbOrLocality, Mangawhai Heads]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mangawhai Heads Context triple: [Kaipara District, hasSuburbOrLocality, Mangawhai Heads]
-
A.
Mangawhai Heads
chosen
Mangawhai Heads is a coastal settlement in northern New Zealand known for its surf beaches, estuary, and holiday homes.
-
B.
Whakatāne Heads
Whakatāne Heads is a prominent coastal headland and scenic lookout at the mouth of the Whakatāne River in New Zealand’s Bay of Plenty region.
-
C.
Waitahuna
Waitahuna is a small rural settlement in the Otago region of New Zealand, historically associated with gold mining and farming.
-
D.
Nelson–Paraparaumu
Nelson–Paraparaumu is a regional air route in New Zealand linking the city of Nelson with Paraparaumu on the Kāpiti Coast.
-
E.
Waitākere
Waitākere is a largely suburban and semi-rural area in West Auckland, New Zealand, known for its native bush, black-sand surf beaches, and the Waitākere Ranges.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasSuburbOrLocality Context triple: [Kaipara District, hasSuburbOrLocality, Mangawhai Heads]
-
A.
containsSuburbs
chosen
Indicates that a larger geographic area or administrative region includes one or more suburbs within its boundaries.
-
B.
isResidentialSuburbOf
Indicates that one area is a residential suburb that is part of or lies within the urban region of another area.
-
C.
hasSuburbAlong
Indicates that a larger area or route is associated with, or passes by, one or more suburbs located along its extent.
-
D.
innerSuburbOf
Indicates that one location is a suburb situated within or forming part of a larger city or metropolitan area.
-
E.
hasLocalGovernmentAreaName
Indicates that an entity is associated with a local government area identified by a specific name.
- F. None of above.
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_69d8b9fab8a8819086a9ddc0871715e0 |
completed | April 10, 2026, 8:51 a.m. |
| NER | Named-entity recognition | batch_69e5195185b08190bd3b5471cdc047b0 |
completed | April 19, 2026, 6:05 p.m. |
| PD | Predicate disambiguation | batch_69e44ff1f92c8190afbb8e85d12bf2a9 |
completed | April 19, 2026, 3:45 a.m. |
Created at: April 10, 2026, 10:46 a.m.