Triple
T18812579
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Te Kaunihera o Tāmaki Makaurau |
E460051
|
entity |
| Predicate | oversees |
P46
|
FINISHED |
| Object | Panuku Development Auckland |
—
|
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: Panuku Development Auckland | Statement: [Te Kaunihera o Tāmaki Makaurau, oversees, Panuku Development Auckland]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Panuku Development Auckland Context triple: [Te Kaunihera o Tāmaki Makaurau, oversees, Panuku Development Auckland]
-
A.
Eke Panuku Development Auckland
chosen
Eke Panuku Development Auckland is Auckland Council’s urban regeneration agency responsible for planning and delivering major redevelopment and waterfront projects across the Auckland region.
-
B.
Papakura, Auckland
Papakura, Auckland is a suburban area in South Auckland known for hosting a major New Zealand Defence Force base, including the New Zealand Special Air Service.
-
C.
East Auckland
East Auckland is a suburban area on the eastern side of Auckland, New Zealand, known for its coastal neighborhoods, diverse communities, and mix of residential, commercial, and recreational spaces.
-
D.
South Auckland
South Auckland is a major urban and suburban area of Auckland, New Zealand, known for its cultural diversity, strong Pasifika and Māori communities, and significant residential and industrial zones.
-
E.
West Auckland
West Auckland is a suburban and semi-urban area on the western side of Auckland, New Zealand, known for its residential communities, native bush, and black-sand surf beaches.
- 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_69d8d398c7d4819091cb2f7e48948aeb |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e5a3dcc7d88190801d9c9202e0e411 |
completed | April 20, 2026, 3:56 a.m. |
Created at: April 10, 2026, 11:53 a.m.