Triple

T7927503
Position Surface form Disambiguated ID Type / Status
Subject Vicky Pryce E184103 entity
Predicate hasWritten P2831 FINISHED
Object 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.
 E700332 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: Redesigning the Public Sector | Statement: [Vicky Pryce, hasWritten, Redesigning the Public Sector]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Redesigning the Public Sector
Context triple: [Vicky Pryce, hasWritten, Redesigning the Public Sector]
  • A. 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.
  • B. 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.
  • C. Simpler: The Future of Government
    Simpler: The Future of Government is a book by legal scholar Cass Sunstein that explores how behavioral economics and "nudging" can make government regulation more efficient, transparent, and user-friendly.
  • D. Coping: Essays on the Practice of Government
    Coping: Essays on the Practice of Government is a collection of essays by Daniel Patrick Moynihan analyzing the challenges, limitations, and practical realities of modern democratic governance and public policy.
  • E. Governing the Present: Administering Economic, Social and Personal Life
    "Governing the Present: Administering Economic, Social and Personal Life" is a scholarly book by Nikolas Rose (with Peter Miller) that analyzes how contemporary forms of governance shape economic, social, and individual life through dispersed, everyday practices and rationalities.
  • 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: Redesigning the Public Sector
Triple: [Vicky Pryce, hasWritten, Redesigning the Public Sector]
Generated description
"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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Redesigning the Public Sector
Target entity description: "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.
  • A. 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.
  • B. 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.
  • C. Simpler: The Future of Government
    Simpler: The Future of Government is a book by legal scholar Cass Sunstein that explores how behavioral economics and "nudging" can make government regulation more efficient, transparent, and user-friendly.
  • D. Coping: Essays on the Practice of Government
    Coping: Essays on the Practice of Government is a collection of essays by Daniel Patrick Moynihan analyzing the challenges, limitations, and practical realities of modern democratic governance and public policy.
  • E. Governing the Present: Administering Economic, Social and Personal Life
    "Governing the Present: Administering Economic, Social and Personal Life" is a scholarly book by Nikolas Rose (with Peter Miller) that analyzes how contemporary forms of governance shape economic, social, and individual life through dispersed, everyday practices and rationalities.
  • 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_69ca828fe7bc819090f52c88dcd72183 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb3aafdb5c8190b7f2ce5349305f78 completed March 31, 2026, 3:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69cb5bfd08e88190bc6b2d77a148ae57 completed March 31, 2026, 5:30 a.m.
NEDg Description generation batch_69cb7633c5a0819089deb6e89d9acb8e completed March 31, 2026, 7:22 a.m.
NED2 Entity disambiguation (via description) batch_69cbb84dc86c8190893d67ce07c51aa0 completed March 31, 2026, 12:04 p.m.
Created at: March 30, 2026, 5:07 p.m.