Triple
T22001146
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | David Johnston |
E543327
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object | Trust: Twenty Ways to Build a Better Country |
—
|
NE NERFINISHED |
How this triple was built (3 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: Trust: Twenty Ways to Build a Better Country | Statement: [David Johnston, notableWork, Trust: Twenty Ways to Build a Better Country]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Trust: Twenty Ways to Build a Better Country Context triple: [David Johnston, notableWork, Trust: Twenty Ways to Build a Better Country]
-
A.
From the Ground Up: A Journey to Reimagine the Promise of America
"From the Ground Up: A Journey to Reimagine the Promise of America" is a memoir by former Starbucks CEO Howard Schultz that blends his personal story with reflections on business, leadership, and social responsibility in the United States.
-
B.
America the Possible
America the Possible is a book by environmentalist James Gustave Speth that outlines a transformative vision for achieving a just, sustainable, and democratic future in the United States.
-
C.
The American Creed
The American Creed is a book by theologian Forrest Church that explores the core ideals, values, and historical evolution of American democracy and national identity.
-
D.
Trust: The Social Virtues and the Creation of Prosperity
Trust: The Social Virtues and the Creation of Prosperity is a book by political economist Francis Fukuyama that explores how cultural norms of trust shape economic performance, social organization, and the development of prosperous societies.
-
E.
The Politics of Hope
The Politics of Hope is a collection of essays by historian Arthur Schlesinger Jr. that champions liberal democracy and reformist politics in mid-20th-century America.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Trust: Twenty Ways to Build a Better Country Target entity description: "Trust: Twenty Ways to Build a Better Country" is a non-fiction book by former Canadian governor general David Johnston that outlines practical principles and actions for strengthening trust in democratic institutions and civic life.
-
A.
From the Ground Up: A Journey to Reimagine the Promise of America
"From the Ground Up: A Journey to Reimagine the Promise of America" is a memoir by former Starbucks CEO Howard Schultz that blends his personal story with reflections on business, leadership, and social responsibility in the United States.
-
B.
America the Possible
America the Possible is a book by environmentalist James Gustave Speth that outlines a transformative vision for achieving a just, sustainable, and democratic future in the United States.
-
C.
The American Creed
The American Creed is a book by theologian Forrest Church that explores the core ideals, values, and historical evolution of American democracy and national identity.
-
D.
Trust: The Social Virtues and the Creation of Prosperity
Trust: The Social Virtues and the Creation of Prosperity is a book by political economist Francis Fukuyama that explores how cultural norms of trust shape economic performance, social organization, and the development of prosperous societies.
-
E.
The Politics of Hope
The Politics of Hope is a collection of essays by historian Arthur Schlesinger Jr. that champions liberal democracy and reformist politics in mid-20th-century America.
- F. None of above. chosen
Provenance (2 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_69e11e2c814c8190837d072789000486 |
completed | April 16, 2026, 5:36 p.m. |
| NER | Named-entity recognition | batch_69f1276ae4e0819097bf1b978451f776 |
completed | April 28, 2026, 9:32 p.m. |
Created at: April 16, 2026, 8:20 p.m.