Triple
T19683408
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Manukau City |
E472650
|
entity |
| Predicate | containedSuburb |
P76817
|
FINISHED |
| Object | Manukau |
—
|
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: Manukau | Statement: [Manukau City, containedSuburb, Manukau]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Manukau Context triple: [Manukau City, containedSuburb, Manukau]
-
A.
Manukau
chosen
Manukau is a major urban area in South Auckland, New Zealand, known for its diverse population and role as a commercial and transport hub.
-
B.
Manukau Harbour
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.
-
C.
Papatoetoe
Papatoetoe is a residential suburb in South Auckland, New Zealand, known for its cultural diversity and proximity to key transport links and commercial areas.
-
D.
Waitangi Bay
Waitangi Bay is a coastal inlet on the Chatham Islands of New Zealand that serves as the main harbour and maritime access point for the settlement of Waitangi.
-
E.
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.
- 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: containedSuburb Context triple: [Manukau City, containedSuburb, Manukau]
-
A.
innerSuburbOf
Indicates that one location is a suburb situated within or forming part of a larger city or metropolitan area.
-
B.
containsSuburbs
chosen
Indicates that a larger geographic area or administrative region includes one or more suburbs within its boundaries.
-
C.
isResidentialSuburbOf
Indicates that one area is a residential suburb that is part of or lies within the urban region of another area.
-
D.
isOuterSuburbOf
Indicates that one place is a suburban area located on the outer edge or periphery of another, typically larger, urban area.
-
E.
isCommercialSuburbOf
Indicates that one area functions primarily as a business or commercial district that is part of, or subordinate to, a larger urban area or city.
- 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_69d8e515bef88190bc30781aea50537a |
completed | April 10, 2026, 11:55 a.m. |
| NER | Named-entity recognition | batch_69e641c126b88190820281058a1e7793 |
completed | April 20, 2026, 3:09 p.m. |
| PD | Predicate disambiguation | batch_69e53039ea808190a9106a53f564ab92 |
completed | April 19, 2026, 7:42 p.m. |
Created at: April 10, 2026, 1:45 p.m.