Triple
T4622311
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Wynyard Quarter |
E101013
|
entity |
| Predicate | redevelopmentLedBy |
P57481
|
FINISHED |
| Object |
Panuku Development Auckland
Panuku Development Auckland is an Auckland Council-controlled urban regeneration agency responsible for planning and delivering major waterfront and city redevelopment projects across the Auckland region.
|
E101020
|
NE FINISHED |
How this triple was built (4 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: [Wynyard Quarter, redevelopmentLedBy, Panuku Development Auckland]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Panuku Development Auckland Context triple: [Wynyard Quarter, redevelopmentLedBy, Panuku Development Auckland]
-
A.
Mount Albert
Mount Albert is a parliamentary electorate in Auckland, New Zealand, known for being represented by prominent Labour Party leaders including former Prime Minister Jacinda Ardern.
-
B.
Auckland Council
Auckland Council is the unitary local government authority responsible for governing and providing services across the Auckland region of New Zealand.
-
C.
Dargaville
Dargaville is a rural town on the west coast of New Zealand’s North Island, known for its kauri timber history and location along the Wairoa River.
-
D.
Marsden Point
Marsden Point is a coastal industrial area in northern New Zealand best known for its deep-water port and former oil refinery facilities.
-
E.
Te Aro
Te Aro is a central Wellington, New Zealand inner-city suburb known for its vibrant mix of cafes, nightlife, arts, and retail.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Panuku Development Auckland Triple: [Wynyard Quarter, redevelopmentLedBy, Panuku Development Auckland]
Generated description
Panuku Development Auckland is an Auckland Council-controlled urban regeneration agency responsible for planning and delivering major waterfront and city redevelopment projects across the Auckland region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Panuku Development Auckland Target entity description: Panuku Development Auckland is an Auckland Council-controlled urban regeneration agency responsible for planning and delivering major waterfront and city redevelopment projects across the Auckland region.
-
A.
Mount Albert
Mount Albert is a parliamentary electorate in Auckland, New Zealand, known for being represented by prominent Labour Party leaders including former Prime Minister Jacinda Ardern.
-
B.
Auckland Council
chosen
Auckland Council is the unitary local government authority responsible for governing and providing services across the Auckland region of New Zealand.
-
C.
Dargaville
Dargaville is a rural town on the west coast of New Zealand’s North Island, known for its kauri timber history and location along the Wairoa River.
-
D.
Marsden Point
Marsden Point is a coastal industrial area in northern New Zealand best known for its deep-water port and former oil refinery facilities.
-
E.
Te Aro
Te Aro is a central Wellington, New Zealand inner-city suburb known for its vibrant mix of cafes, nightlife, arts, and retail.
- F. None of above.
Provenance (5 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_69bd43d0497c8190ac23c65c5804846a |
completed | March 20, 2026, 12:55 p.m. |
| NER | Named-entity recognition | batch_69bd6234e8108190b985270b9ddd1f3a |
completed | March 20, 2026, 3:05 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bdfaa069388190b6482315708b85c2 |
completed | March 21, 2026, 1:55 a.m. |
| NEDg | Description generation | batch_69bdfb9422e48190819d5d99e72e8854 |
completed | March 21, 2026, 1:59 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bdfc6ac91c819090776365d3dc05d4 |
completed | March 21, 2026, 2:03 a.m. |
Created at: March 20, 2026, 1:12 p.m.