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.