Triple

T4822348
Position Surface form Disambiguated ID Type / Status
Subject Manukau Harbour E107738 entity
Predicate traditionalOwners P14954 FINISHED
Object Tāmaki Māori iwi and hapū
Tāmaki Māori iwi and hapū are the Indigenous tribal and sub-tribal groups of the Tāmaki (Auckland) region, with deep ancestral, cultural, and historical ties to its lands and waterways.
E472652 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: Tāmaki Māori iwi and hapū | Statement: [Manukau Harbour, traditionalOwners, Tāmaki Māori iwi and hapū]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tāmaki Māori iwi and hapū
Context triple: [Manukau Harbour, traditionalOwners, Tāmaki Māori iwi and hapū]
  • A. Waikato-Tainui iwi
    Waikato-Tainui iwi is a major Māori tribal confederation of the Waikato region in New Zealand, known for its deep ancestral ties to the land and waterways, its role in the Kīngitanga (Māori King Movement), and its significant contemporary presence in cultural, political, and economic affairs.
  • B. 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.
  • C. Ngāti Whanaunga iwi
    Ngāti Whanaunga is a Māori iwi (tribe) of Aotearoa New Zealand, descended from the ancestral chief Whanaunga and closely affiliated with other Hauraki tribes.
  • D. 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.
  • 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: Tāmaki Māori iwi and hapū
Triple: [Manukau Harbour, traditionalOwners, Tāmaki Māori iwi and hapū]
Generated description
Tāmaki Māori iwi and hapū are the Indigenous tribal and sub-tribal groups of the Tāmaki (Auckland) region, with deep ancestral, cultural, and historical ties to its lands and waterways.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tāmaki Māori iwi and hapū
Target entity description: Tāmaki Māori iwi and hapū are the Indigenous tribal and sub-tribal groups of the Tāmaki (Auckland) region, with deep ancestral, cultural, and historical ties to its lands and waterways.
  • A. Waikato-Tainui iwi
    Waikato-Tainui iwi is a major Māori tribal confederation of the Waikato region in New Zealand, known for its deep ancestral ties to the land and waterways, its role in the Kīngitanga (Māori King Movement), and its significant contemporary presence in cultural, political, and economic affairs.
  • B. 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.
  • C. Ngāti Whanaunga iwi
    Ngāti Whanaunga is a Māori iwi (tribe) of Aotearoa New Zealand, descended from the ancestral chief Whanaunga and closely affiliated with other Hauraki tribes.
  • D. 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.
  • 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_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.