Triple
T11044767
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | New Zealand public sector reforms of the 1980s |
E261108
|
entity |
| Predicate | ideology |
P496
|
FINISHED |
| Object |
New Public Management
New Public Management is a public sector reform doctrine that applies private-sector management practices, market mechanisms, and performance-based accountability to government administration.
|
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 Public Management | Statement: [New Zealand public sector reforms of the 1980s, ideology, New Public Management]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: New Public Management Context triple: [New Zealand public sector reforms of the 1980s, ideology, New Public Management]
-
A.
Redesigning the Public Sector
"Redesigning the Public Sector" is a book by economist Vicky Pryce that examines how to reform and modernize government services to improve efficiency, accountability, and outcomes.
-
B.
The Intellectual Crisis in American Public Administration
The Intellectual Crisis in American Public Administration is a seminal work in public administration theory that critiques traditional bureaucratic models and advances a polycentric, democratic approach to governance.
-
C.
Bureaucracy: What Government Agencies Do and Why They Do It
"Bureaucracy: What Government Agencies Do and Why They Do It" is a seminal public administration and political science book by James Q. Wilson that analyzes how and why government agencies operate as they do.
-
D.
The Mechanisms of Governance
The Mechanisms of Governance is a seminal book by economist Oliver E. Williamson that develops and applies transaction cost economics to explain how different organizational and contractual arrangements structure economic activity.
-
E.
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.
- 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 Public Management Triple: [New Zealand public sector reforms of the 1980s, ideology, New Public Management]
Generated description
New Public Management is a public sector reform doctrine that applies private-sector management practices, market mechanisms, and performance-based accountability to government administration.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: New Public Management Target entity description: New Public Management is a public sector reform doctrine that applies private-sector management practices, market mechanisms, and performance-based accountability to government administration.
-
A.
Redesigning the Public Sector
"Redesigning the Public Sector" is a book by economist Vicky Pryce that examines how to reform and modernize government services to improve efficiency, accountability, and outcomes.
-
B.
The Intellectual Crisis in American Public Administration
The Intellectual Crisis in American Public Administration is a seminal work in public administration theory that critiques traditional bureaucratic models and advances a polycentric, democratic approach to governance.
-
C.
Bureaucracy: What Government Agencies Do and Why They Do It
"Bureaucracy: What Government Agencies Do and Why They Do It" is a seminal public administration and political science book by James Q. Wilson that analyzes how and why government agencies operate as they do.
-
D.
The Mechanisms of Governance
The Mechanisms of Governance is a seminal book by economist Oliver E. Williamson that develops and applies transaction cost economics to explain how different organizational and contractual arrangements structure economic activity.
-
E.
New Zealand public sector reforms of the 1980s
chosen
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.
- F. None of above.
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_69d6aa979bdc8190bf0e79104cc098c1 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d7982e08548190aec04099cef9453c |
completed | April 9, 2026, 12:14 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e3a9f180688190ab2d1142b30a2836 |
completed | April 18, 2026, 3:57 p.m. |
| NEDg | Description generation | batch_69e3ad024ee88190948d5d1c327fd063 |
completed | April 18, 2026, 4:10 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e3b206c7a4819087eb06faa6e1af21 |
completed | April 18, 2026, 4:32 p.m. |
Created at: April 8, 2026, 9:26 p.m.