Triple
T16241649
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Taranaki iwi |
E394261
|
entity |
| Predicate | hasHapū |
P96966
|
FINISHED |
| Object |
Ngāti Tuhekerangi
Ngāti Tuhekerangi is a Māori hapū (sub-tribe) associated with the Taranaki iwi on the west coast of New Zealand’s North Island.
|
E1225353
|
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 Tuhekerangi | Statement: [Taranaki iwi, hasHapū, Ngāti Tuhekerangi]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ngāti Tuhekerangi Context triple: [Taranaki iwi, hasHapū, Ngāti Tuhekerangi]
-
A.
Ngāti Rangi
Ngāti Rangi is a Māori iwi (tribe) of the central North Island of New Zealand, with strong ancestral ties to the slopes and waterways of Mount Ruapehu and surrounding regions.
-
B.
Ngāti Tairi
Ngāti Tairi is a Māori hapū (sub-tribe) associated with the Taranaki region of Aotearoa New Zealand.
-
C.
Ngāti Ruanui
Ngāti Ruanui is a Māori iwi (tribe) from South Taranaki, New Zealand, known for its rich cultural heritage and historical involvement in land conflicts and subsequent redress processes with the Crown.
-
D.
Ngāti Rangitihi
Ngāti Rangitihi is a Māori iwi (tribe) of the central North Island of New Zealand, traditionally associated with the Te Arawa confederation and the Rotorua–Tarawera region.
-
E.
Ngāi Te Rangi
Ngāi Te Rangi is a Māori iwi (tribe) of Aotearoa New Zealand whose traditional rohe (territory) is centered around the coastal Tauranga and wider Bay of Plenty region.
- 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 Tuhekerangi Triple: [Taranaki iwi, hasHapū, Ngāti Tuhekerangi]
Generated description
Ngāti Tuhekerangi is a Māori hapū (sub-tribe) associated with the Taranaki iwi on the west coast of New Zealand’s North Island.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ngāti Tuhekerangi Target entity description: Ngāti Tuhekerangi is a Māori hapū (sub-tribe) associated with the Taranaki iwi on the west coast of New Zealand’s North Island.
-
A.
Ngāti Rangi
Ngāti Rangi is a Māori iwi (tribe) of the central North Island of New Zealand, with strong ancestral ties to the slopes and waterways of Mount Ruapehu and surrounding regions.
-
B.
Ngāti Tairi
Ngāti Tairi is a Māori hapū (sub-tribe) associated with the Taranaki region of Aotearoa New Zealand.
-
C.
Ngāti Ruanui
Ngāti Ruanui is a Māori iwi (tribe) from South Taranaki, New Zealand, known for its rich cultural heritage and historical involvement in land conflicts and subsequent redress processes with the Crown.
-
D.
Ngāti Rangitihi
Ngāti Rangitihi is a Māori iwi (tribe) of the central North Island of New Zealand, traditionally associated with the Te Arawa confederation and the Rotorua–Tarawera region.
-
E.
Ngāi Te Rangi
Ngāi Te Rangi is a Māori iwi (tribe) of Aotearoa New Zealand whose traditional rohe (territory) is centered around the coastal Tauranga and wider Bay of Plenty region.
- 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_69d87f2171208190951025e526947816 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e2455eeb4c81909066a8af78329ef3 |
completed | April 17, 2026, 2:36 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0084a88dc08190a78973bc71f179d4 |
completed | May 10, 2026, 1:14 p.m. |
| NEDg | Description generation | batch_6a00853af11881908e0e61fb352e2e87 |
completed | May 10, 2026, 1:16 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0085f2fd2881908b31bd57790acb74 |
completed | May 10, 2026, 1:19 p.m. |
Created at: April 10, 2026, 5:04 a.m.