Triple
T4125600
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Waikato River |
E92715
|
entity |
| Predicate | isCulturallySignificantTo |
P958
|
FINISHED |
| Object |
Ngāti Tūwharetoa iwi
Ngāti Tūwharetoa iwi is a central North Island Māori tribe of Aotearoa New Zealand, traditionally based around Lake Taupō and renowned for its strong cultural, spiritual, and historical connections to the region’s lands and waterways.
|
E416601
|
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 iwi | Statement: [Waikato River, isCulturallySignificantTo, Ngāti Tūwharetoa iwi]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ngāti Tūwharetoa iwi Context triple: [Waikato River, isCulturallySignificantTo, Ngāti Tūwharetoa iwi]
-
A.
Ngāi Tahu iwi
Ngāi Tahu iwi is a major Māori tribe of New Zealand’s South Island, known for its extensive ancestral lands, rich cultural heritage, and significant role in contemporary Treaty of Waitangi settlements.
-
B.
Te Atiawa iwi
Te Atiawa iwi is a Māori tribal group from the Taranaki and Wellington regions of New Zealand, known for its deep cultural, historical, and spiritual connections to its ancestral lands.
-
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 Ruanui iwi
Ngāti Ruanui iwi is a Māori tribal group from the Taranaki region of New Zealand, known for its deep cultural, historical, and spiritual connection to the land and its ancestral mountain.
-
E.
Whanganui iwi
Whanganui iwi is a Māori tribal group of the Whanganui River region in New Zealand, known for its deep ancestral connection to the river and its role in securing legal personhood status for it.
- 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 iwi Triple: [Waikato River, isCulturallySignificantTo, Ngāti Tūwharetoa iwi]
Generated description
Ngāti Tūwharetoa iwi is a central North Island Māori tribe of Aotearoa New Zealand, traditionally based around Lake Taupō and renowned for its strong cultural, spiritual, and historical connections to the region’s lands and waterways.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ngāti Tūwharetoa iwi Target entity description: Ngāti Tūwharetoa iwi is a central North Island Māori tribe of Aotearoa New Zealand, traditionally based around Lake Taupō and renowned for its strong cultural, spiritual, and historical connections to the region’s lands and waterways.
-
A.
Ngāi Tahu iwi
Ngāi Tahu iwi is a major Māori tribe of New Zealand’s South Island, known for its extensive ancestral lands, rich cultural heritage, and significant role in contemporary Treaty of Waitangi settlements.
-
B.
Te Atiawa iwi
Te Atiawa iwi is a Māori tribal group from the Taranaki and Wellington regions of New Zealand, known for its deep cultural, historical, and spiritual connections to its ancestral lands.
-
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 Ruanui iwi
Ngāti Ruanui iwi is a Māori tribal group from the Taranaki region of New Zealand, known for its deep cultural, historical, and spiritual connection to the land and its ancestral mountain.
-
E.
Whanganui iwi
Whanganui iwi is a Māori tribal group of the Whanganui River region in New Zealand, known for its deep ancestral connection to the river and its role in securing legal personhood status for it.
- 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_69aed9685f70819086932777aec8d959 |
completed | March 9, 2026, 2:30 p.m. |
| NER | Named-entity recognition | batch_69af020a015081909015e6837c4b4a73 |
completed | March 9, 2026, 5:23 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b57f256abc819086cd464be1a9efbf |
completed | March 14, 2026, 3:30 p.m. |
| NEDg | Description generation | batch_69b57fe89ed0819089d7e56568755b1c |
completed | March 14, 2026, 3:34 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5805cb7e88190b2f6ed6a18de9319 |
completed | March 14, 2026, 3:35 p.m. |
Created at: March 9, 2026, 3:41 p.m.