Triple
T4515030
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Jacques Ellul |
E102133
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Propaganda: The Formation of Men’s Attitudes
Propaganda: The Formation of Men’s Attitudes is a seminal 1962 work of social and political philosophy that analyzes how modern mass media and technology shape public opinion and individual consciousness through systematic propaganda.
|
E448937
|
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: Propaganda: The Formation of Men’s Attitudes | Statement: [Jacques Ellul, notableWork, Propaganda: The Formation of Men’s Attitudes]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Propaganda: The Formation of Men’s Attitudes Context triple: [Jacques Ellul, notableWork, Propaganda: The Formation of Men’s Attitudes]
-
A.
Political Persuasion and Attitude Change
"Political Persuasion and Attitude Change" is a scholarly work that examines how communication and media influence individuals’ political opinions and shifts in public attitudes.
-
B.
Manufacturing Consent: The Political Economy of the Mass Media
"Manufacturing Consent: The Political Economy of the Mass Media" is a seminal work of media criticism that argues mainstream news outlets serve elite interests by shaping and filtering information to manufacture public consent for prevailing power structures.
-
C.
The Authoritarian Personality
The Authoritarian Personality is a landmark 1950 sociological and psychological study that analyzes the traits and social conditions associated with fascist and anti-democratic attitudes.
-
D.
On the Influence of Authority in Matters of Opinion
On the Influence of Authority in Matters of Opinion is a 19th-century philosophical treatise examining how deference to authority shapes belief, judgment, and public opinion.
-
E.
Essays in Persuasion
Essays in Persuasion is a collection of economic and political essays by John Maynard Keynes, in which he analyzes and argues for policy responses to the major issues of his time, including the aftermath of World War I and the Great Depression.
- 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: Propaganda: The Formation of Men’s Attitudes Triple: [Jacques Ellul, notableWork, Propaganda: The Formation of Men’s Attitudes]
Generated description
Propaganda: The Formation of Men’s Attitudes is a seminal 1962 work of social and political philosophy that analyzes how modern mass media and technology shape public opinion and individual consciousness through systematic propaganda.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Propaganda: The Formation of Men’s Attitudes Target entity description: Propaganda: The Formation of Men’s Attitudes is a seminal 1962 work of social and political philosophy that analyzes how modern mass media and technology shape public opinion and individual consciousness through systematic propaganda.
-
A.
Political Persuasion and Attitude Change
"Political Persuasion and Attitude Change" is a scholarly work that examines how communication and media influence individuals’ political opinions and shifts in public attitudes.
-
B.
Manufacturing Consent: The Political Economy of the Mass Media
"Manufacturing Consent: The Political Economy of the Mass Media" is a seminal work of media criticism that argues mainstream news outlets serve elite interests by shaping and filtering information to manufacture public consent for prevailing power structures.
-
C.
The Authoritarian Personality
The Authoritarian Personality is a landmark 1950 sociological and psychological study that analyzes the traits and social conditions associated with fascist and anti-democratic attitudes.
-
D.
On the Influence of Authority in Matters of Opinion
On the Influence of Authority in Matters of Opinion is a 19th-century philosophical treatise examining how deference to authority shapes belief, judgment, and public opinion.
-
E.
Essays in Persuasion
Essays in Persuasion is a collection of economic and political essays by John Maynard Keynes, in which he analyzes and argues for policy responses to the major issues of his time, including the aftermath of World War I and the Great Depression.
- 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_69bd43d6251c81909deecce3e6e9d69c |
completed | March 20, 2026, 12:55 p.m. |
| NER | Named-entity recognition | batch_69bd5725745c81908bb462ba9537ae14 |
completed | March 20, 2026, 2:18 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bd7f8f66ac8190b719a653686c7258 |
completed | March 20, 2026, 5:10 p.m. |
| NEDg | Description generation | batch_69bd803a225c8190ab82d0e36c9ff3f5 |
completed | March 20, 2026, 5:13 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bd84c11d8881908819b36669dee7b5 |
completed | March 20, 2026, 5:32 p.m. |
Created at: March 20, 2026, 1:02 p.m.