Triple

T2379405
Position Surface form Disambiguated ID Type / Status
Subject New Zealand government E46274 entity
Predicate hasMinistry P2820 FINISHED
Object 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.
E260135 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: Ministry of Social Development (New Zealand) | Statement: [New Zealand government, hasMinistry, Ministry of Social Development (New Zealand)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ministry of Social Development (New Zealand)
Context triple: [New Zealand government, hasMinistry, Ministry of Social Development (New Zealand)]
  • A. Ministry of Justice (New Zealand)
    The Ministry of Justice (New Zealand) is the government department responsible for overseeing the country’s justice system, including courts, legal aid, and policy development on justice-related matters.
  • B. New Zealand Ministry for Pacific Peoples
    The New Zealand Ministry for Pacific Peoples is a government agency responsible for advocating for and supporting the wellbeing, development, and interests of Pacific communities in Aotearoa New Zealand.
  • C. Department of Social Welfare and Development
    The Department of Social Welfare and Development is the Philippine government agency responsible for formulating and implementing policies, programs, and services aimed at social protection, poverty alleviation, and the welfare of vulnerable sectors of society.
  • D. Ministry of National Insurance
    The Ministry of National Insurance was a former UK government department responsible for overseeing and managing the country's social security and national insurance systems in the mid-20th century.
  • E. Directorate of Human and Social Development
    The Directorate of Human and Social Development is a key arm of the Caribbean Community (CARICOM) responsible for advancing regional policies and programs in areas such as health, education, youth, gender, and social protection.
  • 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: Ministry of Social Development (New Zealand)
Triple: [New Zealand government, hasMinistry, Ministry of Social Development (New Zealand)]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ministry of Social Development (New Zealand)
Target entity description: 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.
  • A. Ministry of Justice (New Zealand)
    The Ministry of Justice (New Zealand) is the government department responsible for overseeing the country’s justice system, including courts, legal aid, and policy development on justice-related matters.
  • B. New Zealand Ministry for Pacific Peoples
    The New Zealand Ministry for Pacific Peoples is a government agency responsible for advocating for and supporting the wellbeing, development, and interests of Pacific communities in Aotearoa New Zealand.
  • C. Department of Social Welfare and Development
    The Department of Social Welfare and Development is the Philippine government agency responsible for formulating and implementing policies, programs, and services aimed at social protection, poverty alleviation, and the welfare of vulnerable sectors of society.
  • D. Ministry of National Insurance
    The Ministry of National Insurance was a former UK government department responsible for overseeing and managing the country's social security and national insurance systems in the mid-20th century.
  • E. Directorate of Human and Social Development
    The Directorate of Human and Social Development is a key arm of the Caribbean Community (CARICOM) responsible for advancing regional policies and programs in areas such as health, education, youth, gender, and social protection.
  • 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_69a88a1554a48190a0180682bcf099be completed March 4, 2026, 7:37 p.m.
NER Named-entity recognition batch_69abc7b60c8c819080e4f682e4362a93 completed March 7, 2026, 6:37 a.m.
NED1 Entity disambiguation (via context triple) batch_69aea8b23680819085e0c7da7b4da9e1 completed March 9, 2026, 11:02 a.m.
NEDg Description generation batch_69aea9a79c6081908706f9f1ca0d6c4d completed March 9, 2026, 11:06 a.m.
NED2 Entity disambiguation (via description) batch_69aeaa12f3d88190b2a1dcc48817bae7 completed March 9, 2026, 11:08 a.m.
Created at: March 4, 2026, 7:57 p.m.