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.