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.