Triple
T16390929
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ngāruahine iwi |
E398047
|
entity |
| Predicate | hasHapū |
P96966
|
FINISHED |
| Object |
Ngāti Tūwharetoa (Ngāruahine)
Ngāti Tūwharetoa (Ngāruahine) is a hapū (sub-tribe) of the Ngāruahine iwi, a Māori tribal group from the Taranaki region of New Zealand.
|
E398047
|
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 Tūwharetoa (Ngāruahine) | Statement: [Ngāruahine iwi, hasHapū, Ngāti Tūwharetoa (Ngāruahine)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ngāti Tūwharetoa (Ngāruahine) Context triple: [Ngāruahine iwi, hasHapū, Ngāti Tūwharetoa (Ngāruahine)]
-
A.
Ngāti Whātua
Ngāti Whātua is a Māori iwi (tribe) of the Auckland and Northland regions of New Zealand, known for its historical prominence, land rights struggles, and central role in the development of Tāmaki Makaurau (Auckland).
-
B.
Ngāti Pāhauwera
Ngāti Pāhauwera is a Māori iwi (tribe) from the northern Hawke’s Bay region of New Zealand, known for its ancestral ties to the Mohaka and Waikari river areas and its involvement in historical land and resource claims.
-
C.
Ngāruahine iwi
Ngāruahine iwi is a Māori tribal group from the Taranaki region of New Zealand, with strong cultural, historical, and spiritual ties to the land and its ancestral landmarks.
-
D.
Ngāti Tāwhirikura
Ngāti Tāwhirikura is a Māori hapū (sub-tribe) of the Te Atiawa iwi, traditionally based in the Taranaki region of Aotearoa New Zealand.
-
E.
Ngāti Rangiteaorere
Ngāti Rangiteaorere is a Māori iwi (tribe) of New Zealand, traditionally based in the Rotorua region and recognized as a distinct Treaty of Waitangi settlement group.
- 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 Tūwharetoa (Ngāruahine) Triple: [Ngāruahine iwi, hasHapū, Ngāti Tūwharetoa (Ngāruahine)]
Generated description
Ngāti Tūwharetoa (Ngāruahine) is a hapū (sub-tribe) of the Ngāruahine iwi, a Māori tribal group from the Taranaki region of New Zealand.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ngāti Tūwharetoa (Ngāruahine) Target entity description: Ngāti Tūwharetoa (Ngāruahine) is a hapū (sub-tribe) of the Ngāruahine iwi, a Māori tribal group from the Taranaki region of New Zealand.
-
A.
Ngāti Whātua
Ngāti Whātua is a Māori iwi (tribe) of the Auckland and Northland regions of New Zealand, known for its historical prominence, land rights struggles, and central role in the development of Tāmaki Makaurau (Auckland).
-
B.
Ngāti Pāhauwera
Ngāti Pāhauwera is a Māori iwi (tribe) from the northern Hawke’s Bay region of New Zealand, known for its ancestral ties to the Mohaka and Waikari river areas and its involvement in historical land and resource claims.
-
C.
Ngāruahine iwi
chosen
Ngāruahine iwi is a Māori tribal group from the Taranaki region of New Zealand, with strong cultural, historical, and spiritual ties to the land and its ancestral landmarks.
-
D.
Ngāti Tāwhirikura
Ngāti Tāwhirikura is a Māori hapū (sub-tribe) of the Te Atiawa iwi, traditionally based in the Taranaki region of Aotearoa New Zealand.
-
E.
Ngāti Rangiteaorere
Ngāti Rangiteaorere is a Māori iwi (tribe) of New Zealand, traditionally based in the Rotorua region and recognized as a distinct Treaty of Waitangi settlement group.
- 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_69d87f2880b48190ae1a9673a3bbef80 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e326425c8081908cacffcfa8c7386b |
completed | April 18, 2026, 6:35 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00c794355881908fdec356d12a5635 |
completed | May 10, 2026, 5:59 p.m. |
| NEDg | Description generation | batch_6a00c820f0a0819084348f8490d6c7e5 |
completed | May 10, 2026, 6:02 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a00c88213988190b2d8f80d0fa9d15f |
completed | May 10, 2026, 6:03 p.m. |
Created at: April 10, 2026, 5:08 a.m.