Triple

T11044662
Position Surface form Disambiguated ID Type / Status
Subject Office of Treaty Settlements E261106 entity
Predicate worksWith P398 FINISHED
Object Māori claimant groups
Māori claimant groups are collectives of Māori iwi, hapū, or whānau that pursue recognition and redress for historical breaches of the Treaty of Waitangi through New Zealand’s settlement processes.
E901049 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: Māori claimant groups | Statement: [Office of Treaty Settlements, worksWith, Māori claimant groups]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Māori claimant groups
Context triple: [Office of Treaty Settlements, worksWith, Māori claimant groups]
  • A. Treaty of Waitangi claims process
    The Treaty of Waitangi claims process is New Zealand’s formal legal and political mechanism through which Māori iwi and hapū seek redress for historical and contemporary breaches of the Treaty of Waitangi by the Crown.
  • B. United Tribes of New Zealand
    The United Tribes of New Zealand was a confederation of northern Māori chiefs formed in the early 19th century that asserted collective sovereignty and engaged diplomatically with the British Crown.
  • C. Waitangi Tribunal
    The Waitangi Tribunal is a New Zealand permanent commission of inquiry that investigates and makes recommendations on claims brought by Māori relating to breaches of the Treaty of Waitangi by the Crown.
  • D. Māori hapū
    Māori hapū are sub-tribal kinship groups in Māori society, typically descended from a common ancestor and forming key political, social, and landholding units within iwi (tribes).
  • E. Māori sovereignty movement
    The Māori sovereignty movement is a political and cultural campaign in Aotearoa New Zealand advocating for Māori self-determination, recognition of indigenous rights, and fulfillment of Treaty of Waitangi obligations.
  • 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: Māori claimant groups
Triple: [Office of Treaty Settlements, worksWith, Māori claimant groups]
Generated description
Māori claimant groups are collectives of Māori iwi, hapū, or whānau that pursue recognition and redress for historical breaches of the Treaty of Waitangi through New Zealand’s settlement processes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Māori claimant groups
Target entity description: Māori claimant groups are collectives of Māori iwi, hapū, or whānau that pursue recognition and redress for historical breaches of the Treaty of Waitangi through New Zealand’s settlement processes.
  • A. Treaty of Waitangi claims process
    The Treaty of Waitangi claims process is New Zealand’s formal legal and political mechanism through which Māori iwi and hapū seek redress for historical and contemporary breaches of the Treaty of Waitangi by the Crown.
  • B. United Tribes of New Zealand
    The United Tribes of New Zealand was a confederation of northern Māori chiefs formed in the early 19th century that asserted collective sovereignty and engaged diplomatically with the British Crown.
  • C. Waitangi Tribunal
    The Waitangi Tribunal is a New Zealand permanent commission of inquiry that investigates and makes recommendations on claims brought by Māori relating to breaches of the Treaty of Waitangi by the Crown.
  • D. Māori hapū
    Māori hapū are sub-tribal kinship groups in Māori society, typically descended from a common ancestor and forming key political, social, and landholding units within iwi (tribes).
  • E. Māori sovereignty movement
    The Māori sovereignty movement is a political and cultural campaign in Aotearoa New Zealand advocating for Māori self-determination, recognition of indigenous rights, and fulfillment of Treaty of Waitangi obligations.
  • 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_69d6aa979bdc8190bf0e79104cc098c1 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d7982e08548190aec04099cef9453c completed April 9, 2026, 12:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69e3a9f180688190ab2d1142b30a2836 completed April 18, 2026, 3:57 p.m.
NEDg Description generation batch_69e3ad024ee88190948d5d1c327fd063 completed April 18, 2026, 4:10 p.m.
NED2 Entity disambiguation (via description) batch_69e3b206c7a4819087eb06faa6e1af21 completed April 18, 2026, 4:32 p.m.
Created at: April 8, 2026, 9:26 p.m.