Triple

T17161014
Position Surface form Disambiguated ID Type / Status
Subject Masterton E416476 entity
Predicate localIwi P34643 FINISHED
Object Rangitāne o Wairarapa
Rangitāne o Wairarapa is a Māori iwi (tribe) of the Wairarapa region in New Zealand, with ancestral ties to the wider Rangitāne confederation and a strong cultural presence in local governance and community life.
E1303182 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: Rangitāne o Wairarapa | Statement: [Masterton, localIwi, Rangitāne o Wairarapa]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Rangitāne o Wairarapa
Context triple: [Masterton, localIwi, Rangitāne o Wairarapa]
  • A. Rangitāne o Tamaki nui-a-Rua
    Rangitāne o Tamaki nui-a-Rua is a Māori iwi (tribe) of the Rangitāne people whose traditional rohe (territory) includes the Dannevirke area in the southern Hawke’s Bay and northern Wairarapa regions of New Zealand.
  • B. 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.
  • C. Ngāti Rangiteaorere
    Ngāti Rangiteaorere is a Māori iwi (tribe) of New Zealand, traditionally based in the Rotorua region and recognized as a distinct Treaty of Waitangi settlement group.
  • D. Ngāti Tuhekerangi
    Ngāti Tuhekerangi is a Māori hapū (sub-tribe) associated with the Taranaki iwi on the west coast of New Zealand’s North Island.
  • E. Ngāti Maniapoto
    Ngāti Maniapoto is a major Māori iwi (tribe) of the central North Island of New Zealand, known for its rich cultural heritage and historical role in the King Country region.
  • 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: Rangitāne o Wairarapa
Triple: [Masterton, localIwi, Rangitāne o Wairarapa]
Generated description
Rangitāne o Wairarapa is a Māori iwi (tribe) of the Wairarapa region in New Zealand, with ancestral ties to the wider Rangitāne confederation and a strong cultural presence in local governance and community life.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Rangitāne o Wairarapa
Target entity description: Rangitāne o Wairarapa is a Māori iwi (tribe) of the Wairarapa region in New Zealand, with ancestral ties to the wider Rangitāne confederation and a strong cultural presence in local governance and community life.
  • A. Rangitāne o Tamaki nui-a-Rua
    Rangitāne o Tamaki nui-a-Rua is a Māori iwi (tribe) of the Rangitāne people whose traditional rohe (territory) includes the Dannevirke area in the southern Hawke’s Bay and northern Wairarapa regions of New Zealand.
  • B. 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.
  • C. Ngāti Rangiteaorere
    Ngāti Rangiteaorere is a Māori iwi (tribe) of New Zealand, traditionally based in the Rotorua region and recognized as a distinct Treaty of Waitangi settlement group.
  • D. Ngāti Tuhekerangi
    Ngāti Tuhekerangi is a Māori hapū (sub-tribe) associated with the Taranaki iwi on the west coast of New Zealand’s North Island.
  • E. Ngāti Maniapoto
    Ngāti Maniapoto is a major Māori iwi (tribe) of the central North Island of New Zealand, known for its rich cultural heritage and historical role in the King Country region.
  • 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_69d886d279c081909f8ff1f743ddeb69 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3f911114481909c865b2e2d3b3a2b completed April 18, 2026, 9:35 p.m.
NED1 Entity disambiguation (via context triple) batch_6a034996dbf48190a2615ca0dc242733 completed May 12, 2026, 3:39 p.m.
NEDg Description generation batch_6a034c04b0a48190bb3996dd1a0872d2 completed May 12, 2026, 3:49 p.m.
NED2 Entity disambiguation (via description) batch_6a034ccc5a8081908f388c68ad205374 completed May 12, 2026, 3:52 p.m.
Created at: April 10, 2026, 5:37 a.m.