Triple

T4822350
Position Surface form Disambiguated ID Type / Status
Subject Manukau Harbour E107738 entity
Predicate traditionalOwners P14954 FINISHED
Object 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.
 E472654 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 Te Ata | Statement: [Manukau Harbour, traditionalOwners, Ngāti Te Ata]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ngāti Te Ata
Context triple: [Manukau Harbour, traditionalOwners, Ngāti Te Ata]
  • A. 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.
  • B. Ngāti Whātua
    Ngāti Whātua is a Māori iwi (tribe) of the Auckland and Northland regions of New Zealand, known for its historical prominence, land rights struggles, and central role in the development of Tāmaki Makaurau (Auckland).
  • C. 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.
  • D. Ngāti Hei iwi
    Ngāti Hei iwi is a Māori tribal group of Aotearoa New Zealand whose ancestral lands and identity are closely tied to the coastal region of the Coromandel Peninsula.
  • E. Ngāti Pūkenga iwi
    Ngāti Pūkenga iwi is a Māori tribal group of Aotearoa New Zealand with ancestral ties to coastal regions including parts of the Coromandel Peninsula and the Bay of Plenty.
  • 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 Te Ata
Triple: [Manukau Harbour, traditionalOwners, Ngāti Te Ata]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ngāti Te Ata
Target entity description: 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.
  • A. 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.
  • B. Ngāti Whātua
    Ngāti Whātua is a Māori iwi (tribe) of the Auckland and Northland regions of New Zealand, known for its historical prominence, land rights struggles, and central role in the development of Tāmaki Makaurau (Auckland).
  • C. 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.
  • D. Ngāti Hei iwi
    Ngāti Hei iwi is a Māori tribal group of Aotearoa New Zealand whose ancestral lands and identity are closely tied to the coastal region of the Coromandel Peninsula.
  • E. Ngāti Pūkenga iwi
    Ngāti Pūkenga iwi is a Māori tribal group of Aotearoa New Zealand with ancestral ties to coastal regions including parts of the Coromandel Peninsula and the Bay of Plenty.
  • 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_69bd43f9efa081908314cb3e94fa1695 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd6caa95ec8190bea525dbf3a00477 completed March 20, 2026, 3:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69be4dc3cf5c8190bcd6ef039bab9878 completed March 21, 2026, 7:50 a.m.
NEDg Description generation batch_69be4e8385e08190a46b1e129234c884 completed March 21, 2026, 7:53 a.m.
NED2 Entity disambiguation (via description) batch_69be4f27f5a48190b639c9212e46f21d completed March 21, 2026, 7:56 a.m.
Created at: March 20, 2026, 1:24 p.m.