Triple

T2368556
Position Surface form Disambiguated ID Type / Status
Subject State-Owned Enterprises Act 1986 E46037 entity
Predicate relatedTo P37 FINISHED
Object New Zealand public sector reforms of the 1980s
The New Zealand public sector reforms of the 1980s were a sweeping program of neoliberal restructuring that transformed government departments into commercially oriented entities, introduced market mechanisms into public services, and significantly reduced the role of the state in the economy.
E261108 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: New Zealand public sector reforms of the 1980s | Statement: [State-Owned Enterprises Act 1986, relatedTo, New Zealand public sector reforms of the 1980s]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: New Zealand public sector reforms of the 1980s
Context triple: [State-Owned Enterprises Act 1986, relatedTo, New Zealand public sector reforms of the 1980s]
  • A. New Zealand trade policy
    New Zealand trade policy is the framework of laws, agreements, and strategies that governs the country’s international trade, emphasizing open markets, rules-based multilateralism, and a wide network of bilateral and regional trade agreements.
  • B. Remuneration Authority of New Zealand
    The Remuneration Authority of New Zealand is an independent statutory body that sets and reviews the pay and allowances of key public office holders, including senior judges, members of Parliament, and certain local government officials.
  • C. Letters Patent Constituting the Office of Governor-General of New Zealand 1983
    The Letters Patent Constituting the Office of Governor-General of New Zealand 1983 is a key constitutional instrument that defines the powers, functions, and establishment of the Governor-General as the King’s representative in New Zealand.
  • D. New Economic Mechanism in Hungary
    The New Economic Mechanism in Hungary was a major 1968 reform that introduced market-oriented elements into the country’s socialist economy, decentralizing decision-making and allowing limited private enterprise to improve efficiency and living standards.
  • E. The Acquisitive Society
    The Acquisitive Society is a 1920 book by British social critic R. H. Tawney that offers a moral and economic critique of capitalism and argues for a more socially responsible and egalitarian economic order.
  • 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: New Zealand public sector reforms of the 1980s
Triple: [State-Owned Enterprises Act 1986, relatedTo, New Zealand public sector reforms of the 1980s]
Generated description
The New Zealand public sector reforms of the 1980s were a sweeping program of neoliberal restructuring that transformed government departments into commercially oriented entities, introduced market mechanisms into public services, and significantly reduced the role of the state in the economy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: New Zealand public sector reforms of the 1980s
Target entity description: The New Zealand public sector reforms of the 1980s were a sweeping program of neoliberal restructuring that transformed government departments into commercially oriented entities, introduced market mechanisms into public services, and significantly reduced the role of the state in the economy.
  • A. New Zealand trade policy
    New Zealand trade policy is the framework of laws, agreements, and strategies that governs the country’s international trade, emphasizing open markets, rules-based multilateralism, and a wide network of bilateral and regional trade agreements.
  • B. Remuneration Authority of New Zealand
    The Remuneration Authority of New Zealand is an independent statutory body that sets and reviews the pay and allowances of key public office holders, including senior judges, members of Parliament, and certain local government officials.
  • C. Letters Patent Constituting the Office of Governor-General of New Zealand 1983
    The Letters Patent Constituting the Office of Governor-General of New Zealand 1983 is a key constitutional instrument that defines the powers, functions, and establishment of the Governor-General as the King’s representative in New Zealand.
  • D. New Economic Mechanism in Hungary
    The New Economic Mechanism in Hungary was a major 1968 reform that introduced market-oriented elements into the country’s socialist economy, decentralizing decision-making and allowing limited private enterprise to improve efficiency and living standards.
  • E. The Acquisitive Society
    The Acquisitive Society is a 1920 book by British social critic R. H. Tawney that offers a moral and economic critique of capitalism and argues for a more socially responsible and egalitarian economic order.
  • 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_69a88a145268819083e2736cb835c696 completed March 4, 2026, 7:37 p.m.
NER Named-entity recognition batch_69abc76bf75c8190b014c3dbfc46bba3 completed March 7, 2026, 6:36 a.m.
NED1 Entity disambiguation (via context triple) batch_69aea89eb46481909cc01202839d417f completed March 9, 2026, 11:01 a.m.
NEDg Description generation batch_69aeac2435e88190ae38a1a4d20c4872 completed March 9, 2026, 11:16 a.m.
NED2 Entity disambiguation (via description) batch_69aeaca11b008190b34397bdf7aa0669 completed March 9, 2026, 11:18 a.m.
Created at: March 4, 2026, 7:56 p.m.