Triple
T16895799
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ngāti Whanaunga |
E424296
|
entity |
| Predicate | relatedIwi |
P96964
|
FINISHED |
| Object |
Ngāti Maru (Hauraki)
Ngāti Maru (Hauraki) is a Māori iwi (tribe) of the Hauraki region in New Zealand, traditionally based around the Thames area and closely connected with other Hauraki tribes.
|
E1240252
|
NE FINISHED |
How this triple was built (5 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 Maru (Hauraki) | Statement: [Ngāti Whanaunga, relatedIwi, Ngāti Maru (Hauraki)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ngāti Maru (Hauraki) Context triple: [Ngāti Whanaunga, relatedIwi, Ngāti Maru (Hauraki)]
-
A.
Whakahoro
Whakahoro is a remote riverside settlement in New Zealand’s central North Island, known as a key access point and stopover on the Whanganui Journey and other outdoor recreation routes.
-
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 Tamarongo
Ngāti Tamarongo is a hapū (sub-tribe) within the Taranaki Māori tribal grouping of Aotearoa New Zealand.
-
D.
Aramoana
Aramoana is a small coastal settlement in New Zealand known for its long sandy beach, wildlife-rich sandspit, and location at the mouth of Otago Harbour near Dunedin.
-
E.
Ngāti Moeahu
Ngāti Moeahu is a Māori hapū (sub-tribe) of the Taranaki region of Aotearoa New Zealand, with ancestral ties to the wider Taranaki iwi.
- 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 Maru (Hauraki) Triple: [Ngāti Whanaunga, relatedIwi, Ngāti Maru (Hauraki)]
Generated description
Ngāti Maru (Hauraki) is a Māori iwi (tribe) of the Hauraki region in New Zealand, traditionally based around the Thames area and closely connected with other Hauraki tribes.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ngāti Maru (Hauraki) Target entity description: Ngāti Maru (Hauraki) is a Māori iwi (tribe) of the Hauraki region in New Zealand, traditionally based around the Thames area and closely connected with other Hauraki tribes.
-
A.
Whakahoro
Whakahoro is a remote riverside settlement in New Zealand’s central North Island, known as a key access point and stopover on the Whanganui Journey and other outdoor recreation routes.
-
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 Tamarongo
Ngāti Tamarongo is a hapū (sub-tribe) within the Taranaki Māori tribal grouping of Aotearoa New Zealand.
-
D.
Aramoana
Aramoana is a small coastal settlement in New Zealand known for its long sandy beach, wildlife-rich sandspit, and location at the mouth of Otago Harbour near Dunedin.
-
E.
Ngāti Moeahu
Ngāti Moeahu is a Māori hapū (sub-tribe) of the Taranaki region of Aotearoa New Zealand, with ancestral ties to the wider Taranaki iwi.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: relatedIwi Context triple: [Ngāti Whanaunga, relatedIwi, Ngāti Maru (Hauraki)]
-
A.
localIwi
Indicates that an entity is associated with, belongs to, or is located within the area of a particular local iwi (tribe).
-
B.
iwi
chosen
Indicates a relationship of shared membership or belonging, where entities are part of the same group, community, or collective.
-
C.
relatedTo
Indicates a general, non-specific relationship or association exists between two entities.
-
D.
relatedAPI
Indicates that one API has a defined relationship or association with another API, such as dependency, integration, or functional linkage.
-
E.
relatedInterface
Indicates that one interface is associated or connected to another interface in a relevant or dependent way.
- F. None of above.
Provenance (6 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_69d889da3e8c8190a2b118f383f0beac |
completed | April 10, 2026, 5:25 a.m. |
| NER | Named-entity recognition | batch_69e3c8d7aec88190888f13601acbcd77 |
completed | April 18, 2026, 6:09 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00c7ad473081908b1c1d9524cf64a6 |
completed | May 10, 2026, 6 p.m. |
| NEDg | Description generation | batch_6a00c9e70d288190b8d4dae105487d01 |
completed | May 10, 2026, 6:09 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a00ca6b3c7c819083ee1ea487be2f93 |
completed | May 10, 2026, 6:11 p.m. |
| PD | Predicate disambiguation | batch_69e32b90ec3c819099c51bb7baf2984c |
completed | April 18, 2026, 6:58 a.m. |
Created at: April 10, 2026, 5:29 a.m.