Triple

T7147822

Position	Surface form	Disambiguated ID	Type / Status
Subject	Gary Johnson	`E166612`	entity
Predicate	notableWork	`P4`	FINISHED
Object	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.	`E645625`	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: Seven Principles of Good Government | Statement: [Gary Johnson, notableWork, Seven Principles of Good Government]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Seven Principles of Good Government
Context triple: [Gary Johnson, notableWork, Seven Principles of Good Government]

A. 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.
B. Seven Principles of Public Life
The Seven Principles of Public Life are a set of ethical standards—such as selflessness, integrity, and accountability—that guide the conduct of individuals in public office in the United Kingdom.
C. 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.
D. 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.
E. 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.
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: Seven Principles of Good Government
Triple: [Gary Johnson, notableWork, Seven Principles of Good Government]

Generated description

Seven Principles of Good Government is a political philosophy book by Gary Johnson outlining his libertarian-oriented guidelines for effective and limited governance.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Seven Principles of Good Government
Target entity description: Seven Principles of Good Government is a political philosophy book by Gary Johnson outlining his libertarian-oriented guidelines for effective and limited governance.

A. 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.
B. Seven Principles of Public Life
The Seven Principles of Public Life are a set of ethical standards—such as selflessness, integrity, and accountability—that guide the conduct of individuals in public office in the United Kingdom.
C. 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.
D. 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.
E. 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.
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_69c68886779c8190a8e3fbabffe68253`	completed	March 27, 2026, 1:39 p.m.
NER	Named-entity recognition	`batch_69c6e7d6313c8190bdd34e700fc65502`	completed	March 27, 2026, 8:25 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c7ada513388190a02a3733bfedf0f7`	completed	March 28, 2026, 10:29 a.m.
NEDg	Description generation	`batch_69c7ae830c74819091d6d65ac6fba32b`	completed	March 28, 2026, 10:33 a.m.
NED2	Entity disambiguation (via description)	`batch_69c7af1133b08190a32dccf82015c19e`	completed	March 28, 2026, 10:36 a.m.

Created at: March 27, 2026, 2:46 p.m.