Triple

T11825246
Position Surface form Disambiguated ID Type / Status
Subject Sir Michael Barber E281241 entity
Predicate hasWrittenWork P4 FINISHED
Object How to Run a Government
"How to Run a Government" is a book by Sir Michael Barber that offers practical guidance and strategies for improving the effectiveness and delivery of public administration and government policy.
E948524 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: How to Run a Government | Statement: [Sir Michael Barber, hasWrittenWork, How to Run a Government]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: How to Run a Government
Context triple: [Sir Michael Barber, hasWrittenWork, How to Run a Government]
  • A. Seven Principles of Good Government
    Seven Principles of Good Government is a political philosophy book by Gary Johnson outlining his libertarian-oriented guidelines for effective and limited governance.
  • B. The Strength of Government
    The Strength of Government is a political analysis work by McGeorge Bundy examining the capacities, limits, and responsibilities of modern democratic governance in the United States.
  • C. 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.
  • D. A Fragment on Government
    A Fragment on Government is an influential 1776 political treatise by Jeremy Bentham that critiques William Blackstone’s Commentaries and lays early foundations for utilitarian legal and political theory.
  • E. The Limits of Power
    The Limits of Power is a political analysis book by historian Andrew Bacevich that critiques U.S. militarism, foreign policy overreach, and the constraints on American global dominance.
  • 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: How to Run a Government
Triple: [Sir Michael Barber, hasWrittenWork, How to Run a Government]
Generated description
"How to Run a Government" is a book by Sir Michael Barber that offers practical guidance and strategies for improving the effectiveness and delivery of public administration and government policy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: How to Run a Government
Target entity description: "How to Run a Government" is a book by Sir Michael Barber that offers practical guidance and strategies for improving the effectiveness and delivery of public administration and government policy.
  • A. Seven Principles of Good Government
    Seven Principles of Good Government is a political philosophy book by Gary Johnson outlining his libertarian-oriented guidelines for effective and limited governance.
  • B. The Strength of Government
    The Strength of Government is a political analysis work by McGeorge Bundy examining the capacities, limits, and responsibilities of modern democratic governance in the United States.
  • C. 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.
  • D. A Fragment on Government
    A Fragment on Government is an influential 1776 political treatise by Jeremy Bentham that critiques William Blackstone’s Commentaries and lays early foundations for utilitarian legal and political theory.
  • E. The Limits of Power
    The Limits of Power is a political analysis book by historian Andrew Bacevich that critiques U.S. militarism, foreign policy overreach, and the constraints on American global dominance.
  • 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_69d6ab276f8c8190b1966a0ef11349ac completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d8a5eb299481909de3c0e85628fbe4 completed April 10, 2026, 7:25 a.m.
NED1 Entity disambiguation (via context triple) batch_69f132062b108190ad33656c386ee603 completed April 28, 2026, 10:17 p.m.
NEDg Description generation batch_69f14e8ada3481908ec456c41827160c completed April 29, 2026, 12:19 a.m.
NED2 Entity disambiguation (via description) batch_69f1571e4ba08190824db812ffc5f35a completed April 29, 2026, 12:55 a.m.
Created at: April 8, 2026, 9:43 p.m.