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.