Triple

T8460046
Position Surface form Disambiguated ID Type / Status
Subject New Zealand Police E200016 entity
Predicate cooperatesWith P435 FINISHED
Object Oranga Tamariki – Ministry for Children
Oranga Tamariki – Ministry for Children is the New Zealand government agency responsible for the care, protection, and wellbeing of children and young people, particularly those at risk of harm.
E735338 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: Oranga Tamariki – Ministry for Children | Statement: [New Zealand Police, cooperatesWith, Oranga Tamariki – Ministry for Children]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Oranga Tamariki – Ministry for Children
Context triple: [New Zealand Police, cooperatesWith, Oranga Tamariki – Ministry for Children]
  • A. Ministry of Social Development (New Zealand)
    The Ministry of Social Development (New Zealand) is the government agency responsible for delivering social services and income support, reducing poverty, and supporting the wellbeing of individuals, families, and communities across New Zealand.
  • B. General Directorate of Juvenile Welfare
    The General Directorate of Juvenile Welfare is a specialized division of Egypt’s national police responsible for handling juvenile-related issues, including the protection, rehabilitation, and legal processing of minors in conflict with the law.
  • C. Te Puni Kōkiri (Ministry of Māori Development)
    Te Puni Kōkiri (Ministry of Māori Development) is the New Zealand government ministry responsible for promoting Māori wellbeing, development, and participation in the country’s social, economic, and cultural life.
  • D. Children and Family Services Division
    The Children and Family Services Division is a unit within California’s state social services system that oversees child welfare programs, including child protection, foster care, and adoption services.
  • E. Directorate for Children and Families
    The Directorate for Children and Families is a Scottish Government division responsible for developing and implementing policies and services that support the wellbeing, protection, and development of children, young people, and families in Scotland.
  • 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: Oranga Tamariki – Ministry for Children
Triple: [New Zealand Police, cooperatesWith, Oranga Tamariki – Ministry for Children]
Generated description
Oranga Tamariki – Ministry for Children is the New Zealand government agency responsible for the care, protection, and wellbeing of children and young people, particularly those at risk of harm.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Oranga Tamariki – Ministry for Children
Target entity description: Oranga Tamariki – Ministry for Children is the New Zealand government agency responsible for the care, protection, and wellbeing of children and young people, particularly those at risk of harm.
  • A. Ministry of Social Development (New Zealand)
    The Ministry of Social Development (New Zealand) is the government agency responsible for delivering social services and income support, reducing poverty, and supporting the wellbeing of individuals, families, and communities across New Zealand.
  • B. General Directorate of Juvenile Welfare
    The General Directorate of Juvenile Welfare is a specialized division of Egypt’s national police responsible for handling juvenile-related issues, including the protection, rehabilitation, and legal processing of minors in conflict with the law.
  • C. Te Puni Kōkiri (Ministry of Māori Development)
    Te Puni Kōkiri (Ministry of Māori Development) is the New Zealand government ministry responsible for promoting Māori wellbeing, development, and participation in the country’s social, economic, and cultural life.
  • D. Children and Family Services Division
    The Children and Family Services Division is a unit within California’s state social services system that oversees child welfare programs, including child protection, foster care, and adoption services.
  • E. Directorate for Children and Families
    The Directorate for Children and Families is a Scottish Government division responsible for developing and implementing policies and services that support the wellbeing, protection, and development of children, young people, and families in Scotland.
  • 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_69ca83198c4c8190a337bf717d1813f5 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe49fca788190a8728ff74f4d26f5 completed March 31, 2026, 3:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce1df214ac8190b59daa88e3a930bc completed April 2, 2026, 7:42 a.m.
NEDg Description generation batch_69ce21c53298819080137c87ff487b50 completed April 2, 2026, 7:59 a.m.
NED2 Entity disambiguation (via description) batch_69ce23d6da1c8190a28bc895d737595e completed April 2, 2026, 8:07 a.m.
Created at: March 30, 2026, 6:10 p.m.