Triple
T16093735
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Edward Bernays |
E390426
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Crystallizing Public Opinion
Crystallizing Public Opinion is a foundational 1923 book on public relations and propaganda that outlines how mass opinion can be shaped and managed in modern society.
|
E1195013
|
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: Crystallizing Public Opinion | Statement: [Edward Bernays, notableWork, Crystallizing Public Opinion]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Crystallizing Public Opinion Context triple: [Edward Bernays, notableWork, Crystallizing Public Opinion]
-
A.
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.
-
B.
Reassessment of The American Voter
Reassessment of The American Voter is a scholarly work that critically reexamines and updates the influential findings of the original political science classic The American Voter in light of newer data and theories about electoral behavior.
-
C.
The Democratic Paradox
The Democratic Paradox is a political theory book by Chantal Mouffe that explores the tensions between liberalism and democracy and argues for an “agonistic” model of pluralist democratic politics.
-
D.
In Search of a Majority
"In Search of a Majority" is an essay by James Baldwin that examines race, identity, and the quest for political and social power in mid-20th-century America.
-
E.
The Changing American Voter
The Changing American Voter is a landmark political science book that analyzes how and why patterns of electoral behavior and political attitudes in the United States evolved during the mid-20th century.
- 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: Crystallizing Public Opinion Triple: [Edward Bernays, notableWork, Crystallizing Public Opinion]
Generated description
Crystallizing Public Opinion is a foundational 1923 book on public relations and propaganda that outlines how mass opinion can be shaped and managed in modern society.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Crystallizing Public Opinion Target entity description: Crystallizing Public Opinion is a foundational 1923 book on public relations and propaganda that outlines how mass opinion can be shaped and managed in modern society.
-
A.
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.
-
B.
Reassessment of The American Voter
Reassessment of The American Voter is a scholarly work that critically reexamines and updates the influential findings of the original political science classic The American Voter in light of newer data and theories about electoral behavior.
-
C.
The Democratic Paradox
The Democratic Paradox is a political theory book by Chantal Mouffe that explores the tensions between liberalism and democracy and argues for an “agonistic” model of pluralist democratic politics.
-
D.
In Search of a Majority
"In Search of a Majority" is an essay by James Baldwin that examines race, identity, and the quest for political and social power in mid-20th-century America.
-
E.
The Changing American Voter
The Changing American Voter is a landmark political science book that analyzes how and why patterns of electoral behavior and political attitudes in the United States evolved during the mid-20th century.
- 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_69d87f198bc48190a8b7e53ca15b7ead |
completed | April 10, 2026, 4:39 a.m. |
| NER | Named-entity recognition | batch_69e1859196808190ae30b4f7c1641eed |
completed | April 17, 2026, 12:57 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffeb973c88819091fe284420088e7e |
completed | May 10, 2026, 2:21 a.m. |
| NEDg | Description generation | batch_69ffed3d57388190a4d0faa58ee2a27b |
completed | May 10, 2026, 2:28 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ffedfb88a881909e6adbb3a372246b |
completed | May 10, 2026, 2:31 a.m. |
Created at: April 10, 2026, 4:59 a.m.