Triple
T10254205
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mangere |
E240420
|
entity |
| Predicate | ward |
P21208
|
FINISHED |
| Object | Māngere-Ōtāhuhu ward |
E850883
|
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: Māngere-Ōtāhuhu ward | Statement: [Mangere, ward, Māngere-Ōtāhuhu ward]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Māngere-Ōtāhuhu ward Context triple: [Mangere, ward, Māngere-Ōtāhuhu ward]
-
A.
Rangiora Ward
Rangiora Ward is an electoral subdivision within New Zealand’s Waimakariri District, centered on the town of Rangiora and its surrounding communities.
-
B.
Māngere-Ōtāhuhu Local Board
chosen
The Māngere-Ōtāhuhu Local Board is a local governance body within Auckland Council responsible for community services, facilities, and local decision-making in the Māngere-Ōtāhuhu area of Auckland, New Zealand.
-
C.
Manukau City Council
Manukau City Council was the former local government authority responsible for administering the Manukau area in South Auckland, New Zealand, until it was amalgamated into the Auckland Council.
-
D.
Wellington North
Wellington North is a rural township-level municipality in Wellington County, Ontario, known for its agricultural communities and small towns such as Arthur and Mount Forest.
-
E.
Waitakere City Council
Waitakere City Council was the former local government authority for the Waitakere area in West Auckland, New Zealand, prior to its functions being absorbed into the amalgamated Auckland Council.
- 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_69d381a7e198819090280d5ab885d59e |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d4d24b9a308190bba6d8e3e22e5ee0 |
completed | April 7, 2026, 9:45 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d71cd263748190b02540b007c5453d |
completed | April 9, 2026, 3:28 a.m. |
Created at: April 6, 2026, 11:30 a.m.