Triple
T18540564
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Whangaroa Harbour |
E453086
|
entity |
| Predicate | traditionalOwners |
P14954
|
FINISHED |
| Object |
Ngāti Kahu ki Whangaroa
Ngāti Kahu ki Whangaroa is a Māori iwi (tribe) of Te Tai Tokerau in northern Aotearoa New Zealand, with strong ancestral, cultural, and historical ties to the Whangaroa region.
|
E1328501
|
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: Ngāti Kahu ki Whangaroa | Statement: [Whangaroa Harbour, traditionalOwners, Ngāti Kahu ki Whangaroa]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ngāti Kahu ki Whangaroa Context triple: [Whangaroa Harbour, traditionalOwners, Ngāti Kahu ki Whangaroa]
-
A.
Ngāti Kahu o Torongare
Ngāti Kahu o Torongare is a Māori hapū (sub-tribe) of the Ngāpuhi iwi in the Northland region of Aotearoa New Zealand.
-
B.
Mangonui
Mangonui is a small historic coastal town in New Zealand known for its scenic harbour, fishing heritage, and popular waterfront fish and chip shops.
-
C.
Ngāti Korokī Kahukura
Ngāti Korokī Kahukura is a Māori iwi (tribe) of the Waikato region in New Zealand, with ancestral ties to the area around Cambridge and the wider Waikato River valley.
-
D.
Te Kauwhata
Te Kauwhata is a small rural township in New Zealand’s Waikato region, known for its vineyards, agriculture, and location between Hamilton and Auckland.
-
E.
Ngāti Pūkenga
Ngāti Pūkenga is a Māori iwi (tribe) of Aotearoa New Zealand with ancestral ties to the Bay of Plenty region and a distinct cultural, historical, and genealogical identity.
- 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: Ngāti Kahu ki Whangaroa Triple: [Whangaroa Harbour, traditionalOwners, Ngāti Kahu ki Whangaroa]
Generated description
Ngāti Kahu ki Whangaroa is a Māori iwi (tribe) of Te Tai Tokerau in northern Aotearoa New Zealand, with strong ancestral, cultural, and historical ties to the Whangaroa region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ngāti Kahu ki Whangaroa Target entity description: Ngāti Kahu ki Whangaroa is a Māori iwi (tribe) of Te Tai Tokerau in northern Aotearoa New Zealand, with strong ancestral, cultural, and historical ties to the Whangaroa region.
-
A.
Ngāti Kahu o Torongare
Ngāti Kahu o Torongare is a Māori hapū (sub-tribe) of the Ngāpuhi iwi in the Northland region of Aotearoa New Zealand.
-
B.
Mangonui
Mangonui is a small historic coastal town in New Zealand known for its scenic harbour, fishing heritage, and popular waterfront fish and chip shops.
-
C.
Ngāti Korokī Kahukura
Ngāti Korokī Kahukura is a Māori iwi (tribe) of the Waikato region in New Zealand, with ancestral ties to the area around Cambridge and the wider Waikato River valley.
-
D.
Te Kauwhata
Te Kauwhata is a small rural township in New Zealand’s Waikato region, known for its vineyards, agriculture, and location between Hamilton and Auckland.
-
E.
Ngāti Pūkenga
Ngāti Pūkenga is a Māori iwi (tribe) of Aotearoa New Zealand with ancestral ties to the Bay of Plenty region and a distinct cultural, historical, and genealogical identity.
- F. None of above. chosen
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_69d8d387b5548190aa030dad2cb4947e |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e534b64178819082861a03fd067095 |
completed | April 19, 2026, 8:01 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a049181e49c8190b606687f9b078b3a |
completed | May 13, 2026, 2:58 p.m. |
| NEDg | Description generation | batch_6a04920be21881908f8aac148aa0ae4d |
completed | May 13, 2026, 3 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0492a5f9148190911747f8d50540e3 |
completed | May 13, 2026, 3:03 p.m. |
Created at: April 10, 2026, 11:37 a.m.