Triple
T814481
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | John Dewey |
E17620
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
The Public and Its Problems
The Public and Its Problems is a 1927 philosophical work by John Dewey that analyzes democracy, the nature of the public, and the role of communication and institutions in addressing social issues.
|
E96124
|
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: The Public and Its Problems | Statement: [John Dewey, notableWork, The Public and Its Problems]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The Public and Its Problems Context triple: [John Dewey, notableWork, The Public and Its Problems]
-
A.
The Structural Transformation of the Public Sphere
The Structural Transformation of the Public Sphere is a seminal work of social and political theory by Jürgen Habermas that analyzes the historical rise and decline of the bourgeois public sphere and its implications for modern democracy and communication.
-
B.
An Essay on the History of Civil Society
An Essay on the History of Civil Society is a 1767 work by Scottish philosopher Adam Ferguson that analyzes the development of human societies, social institutions, and civic virtue within the broader context of Enlightenment thought.
-
C.
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.
-
D.
Über die Grenzen der Wirksamkeit des Staates
Über die Grenzen der Wirksamkeit des Staates is a seminal political-philosophical essay by Wilhelm von Humboldt that argues for limiting state intervention to protect individual freedom and self-development.
-
E.
Field Notes on Democracy
Field Notes on Democracy is a collection of political essays by Arundhati Roy that critiques contemporary Indian democracy, nationalism, and state power.
- 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: The Public and Its Problems Triple: [John Dewey, notableWork, The Public and Its Problems]
Generated description
The Public and Its Problems is a 1927 philosophical work by John Dewey that analyzes democracy, the nature of the public, and the role of communication and institutions in addressing social issues.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: The Public and Its Problems Target entity description: The Public and Its Problems is a 1927 philosophical work by John Dewey that analyzes democracy, the nature of the public, and the role of communication and institutions in addressing social issues.
-
A.
The Structural Transformation of the Public Sphere
The Structural Transformation of the Public Sphere is a seminal work of social and political theory by Jürgen Habermas that analyzes the historical rise and decline of the bourgeois public sphere and its implications for modern democracy and communication.
-
B.
An Essay on the History of Civil Society
An Essay on the History of Civil Society is a 1767 work by Scottish philosopher Adam Ferguson that analyzes the development of human societies, social institutions, and civic virtue within the broader context of Enlightenment thought.
-
C.
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.
-
D.
Über die Grenzen der Wirksamkeit des Staates
Über die Grenzen der Wirksamkeit des Staates is a seminal political-philosophical essay by Wilhelm von Humboldt that argues for limiting state intervention to protect individual freedom and self-development.
-
E.
Field Notes on Democracy
Field Notes on Democracy is a collection of political essays by Arundhati Roy that critiques contemporary Indian democracy, nationalism, and state power.
- 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_69a4937bcaac8190a322524ac6f45a5a |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a4ab5035608190bff5f3843b75e662 |
completed | March 1, 2026, 9:10 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a76d8b0b0c8190a6226d6b8daade25 |
completed | March 3, 2026, 11:23 p.m. |
| NEDg | Description generation | batch_69a782eda49c8190bdaf4fb8db685071 |
completed | March 4, 2026, 12:55 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a784f6eee48190a348008b931d545b |
completed | March 4, 2026, 1:03 a.m. |
Created at: March 1, 2026, 7:38 p.m.