Triple

T3224054
Position Surface form Disambiguated ID Type / Status
Subject Douglas Kellner E67579 entity
Predicate notableWork P4 FINISHED
Object Media Spectacle and the Crisis of Democracy
"Media Spectacle and the Crisis of Democracy" is a critical work by Douglas Kellner that analyzes how contemporary media-driven spectacles shape public perception, politics, and the functioning of democratic societies.
E338739 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: Media Spectacle and the Crisis of Democracy | Statement: [Douglas Kellner, notableWork, Media Spectacle and the Crisis of Democracy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Media Spectacle and the Crisis of Democracy
Context triple: [Douglas Kellner, notableWork, Media Spectacle and the Crisis of Democracy]
  • A. The Crisis of Democracy
    The Crisis of Democracy is a 1975 report commissioned by the Trilateral Commission that analyzes the challenges posed to Western democratic governance by rising public participation and demands in the late 20th century.
  • B. Democracy Dies in Darkness
    "Democracy Dies in Darkness" is the investigative-journalism-focused slogan of The Washington Post, emphasizing the importance of transparency and a free press to a functioning democracy.
  • C. The Myth of the Liberal Media
    The Myth of the Liberal Media is a critical work that challenges the notion of media objectivity in the United States, arguing that mainstream news outlets systematically reflect and reinforce corporate and elite interests.
  • D. Democracy and Its Critics
    Democracy and Its Critics is a major work of political theory by Robert A. Dahl that systematically examines, defends, and refines the principles and practice of modern democracy against its main philosophical challenges.
  • E. #Republic: Divided Democracy in the Age of Social Media
    #Republic: Divided Democracy in the Age of Social Media is a nonfiction book by legal scholar Cass Sunstein that examines how online echo chambers and social media fragmentation threaten democratic deliberation and civic life.
  • 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: Media Spectacle and the Crisis of Democracy
Triple: [Douglas Kellner, notableWork, Media Spectacle and the Crisis of Democracy]
Generated description
"Media Spectacle and the Crisis of Democracy" is a critical work by Douglas Kellner that analyzes how contemporary media-driven spectacles shape public perception, politics, and the functioning of democratic societies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Media Spectacle and the Crisis of Democracy
Target entity description: "Media Spectacle and the Crisis of Democracy" is a critical work by Douglas Kellner that analyzes how contemporary media-driven spectacles shape public perception, politics, and the functioning of democratic societies.
  • A. The Crisis of Democracy
    The Crisis of Democracy is a 1975 report commissioned by the Trilateral Commission that analyzes the challenges posed to Western democratic governance by rising public participation and demands in the late 20th century.
  • B. Democracy Dies in Darkness
    "Democracy Dies in Darkness" is the investigative-journalism-focused slogan of The Washington Post, emphasizing the importance of transparency and a free press to a functioning democracy.
  • C. The Myth of the Liberal Media
    The Myth of the Liberal Media is a critical work that challenges the notion of media objectivity in the United States, arguing that mainstream news outlets systematically reflect and reinforce corporate and elite interests.
  • D. Democracy and Its Critics
    Democracy and Its Critics is a major work of political theory by Robert A. Dahl that systematically examines, defends, and refines the principles and practice of modern democracy against its main philosophical challenges.
  • E. #Republic: Divided Democracy in the Age of Social Media
    #Republic: Divided Democracy in the Age of Social Media is a nonfiction book by legal scholar Cass Sunstein that examines how online echo chambers and social media fragmentation threaten democratic deliberation and civic life.
  • 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_69ad858b8adc8190ad989712c87a476b completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69adae1ae8f08190880d0f0e8539cdbc completed March 8, 2026, 5:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69b2625a22148190927b2a63ae3fc726 completed March 12, 2026, 6:51 a.m.
NEDg Description generation batch_69b264c6022c81908b3235e88a7ed27f completed March 12, 2026, 7:01 a.m.
NED2 Entity disambiguation (via description) batch_69b268bd0d3c8190a60dda0a9086c0cc completed March 12, 2026, 7:18 a.m.
Created at: March 8, 2026, 3:08 p.m.