Triple

T10747914
Position Surface form Disambiguated ID Type / Status
Subject Cambridge, New Zealand E253497 entity
Predicate traditionalTerritoryOf P10500 FINISHED
Object Ngāti Hauā
Ngāti Hauā is a Māori iwi (tribe) of the Waikato region in New Zealand, historically influential in regional politics and culture and associated with the broader Tainui confederation.
E885268 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 Hauā | Statement: [Cambridge, New Zealand, traditionalTerritoryOf, Ngāti Hauā]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ngāti Hauā
Context triple: [Cambridge, New Zealand, traditionalTerritoryOf, Ngāti Hauā]
  • A. Ngāti Hau
    Ngāti Hau is a Māori hapū (sub-tribe) that forms part of the larger Ngāpuhi iwi in northern Aotearoa New Zealand.
  • B. Ngāti Awa
    Ngāti Awa is a Māori iwi (tribe) of Aotearoa New Zealand, traditionally based in the eastern Bay of Plenty region and known for its rich cultural heritage and historical significance.
  • C. Ngāti Rāhiri
    Ngāti Rāhiri is a Māori iwi (tribe) of Aotearoa New Zealand whose ancestral lands include the Waitangi area in the Bay of Islands.
  • D. Ngāti Te Ata
    Ngāti Te Ata is a Māori iwi (tribe) of the Tainui confederation, traditionally based around the Manukau Harbour and wider south Auckland region of Aotearoa New Zealand.
  • E. Ngāti Mamoe
    Ngāti Mamoe is a Māori iwi (tribe) of the South Island of New Zealand, historically prominent in Te Waipounamu and closely linked with the region now encompassing Rakiura (Stewart Island).
  • 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 Hauā
Triple: [Cambridge, New Zealand, traditionalTerritoryOf, Ngāti Hauā]
Generated description
Ngāti Hauā is a Māori iwi (tribe) of the Waikato region in New Zealand, historically influential in regional politics and culture and associated with the broader Tainui confederation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ngāti Hauā
Target entity description: Ngāti Hauā is a Māori iwi (tribe) of the Waikato region in New Zealand, historically influential in regional politics and culture and associated with the broader Tainui confederation.
  • A. Ngāti Hau
    Ngāti Hau is a Māori hapū (sub-tribe) that forms part of the larger Ngāpuhi iwi in northern Aotearoa New Zealand.
  • B. Ngāti Awa
    Ngāti Awa is a Māori iwi (tribe) of Aotearoa New Zealand, traditionally based in the eastern Bay of Plenty region and known for its rich cultural heritage and historical significance.
  • C. Ngāti Rāhiri
    Ngāti Rāhiri is a Māori iwi (tribe) of Aotearoa New Zealand whose ancestral lands include the Waitangi area in the Bay of Islands.
  • D. Ngāti Te Ata
    Ngāti Te Ata is a Māori iwi (tribe) of the Tainui confederation, traditionally based around the Manukau Harbour and wider south Auckland region of Aotearoa New Zealand.
  • E. Ngāti Mamoe
    Ngāti Mamoe is a Māori iwi (tribe) of the South Island of New Zealand, historically prominent in Te Waipounamu and closely linked with the region now encompassing Rakiura (Stewart Island).
  • 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_69d6aa5e51e8819095f06881cecf152e completed April 8, 2026, 7:19 p.m.
NER Named-entity recognition batch_69d711b9242c81908dbf3fa155159b3c completed April 9, 2026, 2:40 a.m.
NED1 Entity disambiguation (via context triple) batch_69de55a12b8c8190bbeeb6d176f42b49 completed April 14, 2026, 2:56 p.m.
NEDg Description generation batch_69de5952f6c48190abd3b87372d54f58 completed April 14, 2026, 3:12 p.m.
NED2 Entity disambiguation (via description) batch_69de5ed49c9c8190a4085407f88d7a05 completed April 14, 2026, 3:35 p.m.
Created at: April 8, 2026, 9:15 p.m.