Triple

T10254707
Position Surface form Disambiguated ID Type / Status
Subject Matiu Rata E240432 entity
Predicate notableWork P4 FINISHED
Object Treaty of Waitangi policy reforms
The Treaty of Waitangi policy reforms were a series of landmark legislative and institutional changes in New Zealand that strengthened recognition of Māori rights and the Treaty’s legal standing, significantly reshaping Crown–Māori relations.
E850912 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: Treaty of Waitangi policy reforms | Statement: [Matiu Rata, notableWork, Treaty of Waitangi policy reforms]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Treaty of Waitangi policy reforms
Context triple: [Matiu Rata, notableWork, Treaty of Waitangi policy reforms]
  • A. Treaty of Waitangi settlements
    Treaty of Waitangi settlements are agreements between the New Zealand government and Māori iwi and hapū that provide redress for historical breaches of the Treaty of Waitangi, often including financial compensation, cultural recognition, and the return of land or resources.
  • B. Treaty of Waitangi principles
    The Treaty of Waitangi principles are foundational guidelines in New Zealand law and governance that interpret the Treaty’s obligations—such as partnership, participation, and protection—when dealing with Māori rights and interests.
  • C. Treaty of Waitangi Amendment Act 1988
    The Treaty of Waitangi Amendment Act 1988 is New Zealand legislation that expanded and strengthened the powers of the Waitangi Tribunal to investigate historical breaches of the Treaty of Waitangi, including those dating back to 1840.
  • D. Treaty of Waitangi Amendment Act 2006
    The Treaty of Waitangi Amendment Act 2006 is New Zealand legislation that revised and updated the framework for addressing historical Treaty of Waitangi claims, including changes to the operation and jurisdiction of the Waitangi Tribunal.
  • E. 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.
  • 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: Treaty of Waitangi policy reforms
Triple: [Matiu Rata, notableWork, Treaty of Waitangi policy reforms]
Generated description
The Treaty of Waitangi policy reforms were a series of landmark legislative and institutional changes in New Zealand that strengthened recognition of Māori rights and the Treaty’s legal standing, significantly reshaping Crown–Māori relations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Treaty of Waitangi policy reforms
Target entity description: The Treaty of Waitangi policy reforms were a series of landmark legislative and institutional changes in New Zealand that strengthened recognition of Māori rights and the Treaty’s legal standing, significantly reshaping Crown–Māori relations.
  • A. Treaty of Waitangi settlements
    Treaty of Waitangi settlements are agreements between the New Zealand government and Māori iwi and hapū that provide redress for historical breaches of the Treaty of Waitangi, often including financial compensation, cultural recognition, and the return of land or resources.
  • B. Treaty of Waitangi principles
    The Treaty of Waitangi principles are foundational guidelines in New Zealand law and governance that interpret the Treaty’s obligations—such as partnership, participation, and protection—when dealing with Māori rights and interests.
  • C. Treaty of Waitangi Amendment Act 1988
    The Treaty of Waitangi Amendment Act 1988 is New Zealand legislation that expanded and strengthened the powers of the Waitangi Tribunal to investigate historical breaches of the Treaty of Waitangi, including those dating back to 1840.
  • D. Treaty of Waitangi Amendment Act 2006
    The Treaty of Waitangi Amendment Act 2006 is New Zealand legislation that revised and updated the framework for addressing historical Treaty of Waitangi claims, including changes to the operation and jurisdiction of the Waitangi Tribunal.
  • E. 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.
  • 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_69d381a7e198819090280d5ab885d59e completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4d24b9a308190bba6d8e3e22e5ee0 completed April 7, 2026, 9:45 a.m.
NED1 Entity disambiguation (via context triple) batch_69d6f7cec62c819083e493e0fc7c65b5 completed April 9, 2026, 12:50 a.m.
NEDg Description generation batch_69d6fa3149e48190825600ee28ed7231 completed April 9, 2026, 1 a.m.
NED2 Entity disambiguation (via description) batch_69d6fcbee9088190869b1fcb6f909be3 completed April 9, 2026, 1:11 a.m.
Created at: April 6, 2026, 11:30 a.m.