Triple

T3224061
Position Surface form Disambiguated ID Type / Status
Subject Douglas Kellner E67579 entity
Predicate notableWork P4 FINISHED
Object Cinema Wars: Hollywood Film and Politics in the Bush-Cheney Era
"Cinema Wars: Hollywood Film and Politics in the Bush-Cheney Era" is a critical study by Douglas Kellner that analyzes how Hollywood films reflected and contested U.S. politics, ideology, and culture during the George W. Bush and Dick Cheney administration.
E338745 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: Cinema Wars: Hollywood Film and Politics in the Bush-Cheney Era | Statement: [Douglas Kellner, notableWork, Cinema Wars: Hollywood Film and Politics in the Bush-Cheney Era]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cinema Wars: Hollywood Film and Politics in the Bush-Cheney Era
Context triple: [Douglas Kellner, notableWork, Cinema Wars: Hollywood Film and Politics in the Bush-Cheney Era]
  • A. Fahrenheit 9/11
    Fahrenheit 9/11 is a 2004 political documentary film by Michael Moore that critiques the George W. Bush administration’s response to the September 11 attacks and the subsequent War on Terror.
  • B. The Purpose of American Politics
    The Purpose of American Politics is a 1960 book by political theorist Hans Morgenthau that examines the moral foundations, historical development, and guiding principles of the United States’ role in world affairs.
  • C. The American Voter
    The American Voter is a landmark political science book that pioneered the study of voting behavior in the United States by analyzing how party identification and social factors shape electoral choices.
  • D. 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.
  • E. Bowling for Columbine
    Bowling for Columbine is a 2002 documentary film by Michael Moore that explores gun violence and the culture of fear in the United States.
  • 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: Cinema Wars: Hollywood Film and Politics in the Bush-Cheney Era
Triple: [Douglas Kellner, notableWork, Cinema Wars: Hollywood Film and Politics in the Bush-Cheney Era]
Generated description
"Cinema Wars: Hollywood Film and Politics in the Bush-Cheney Era" is a critical study by Douglas Kellner that analyzes how Hollywood films reflected and contested U.S. politics, ideology, and culture during the George W. Bush and Dick Cheney administration.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cinema Wars: Hollywood Film and Politics in the Bush-Cheney Era
Target entity description: "Cinema Wars: Hollywood Film and Politics in the Bush-Cheney Era" is a critical study by Douglas Kellner that analyzes how Hollywood films reflected and contested U.S. politics, ideology, and culture during the George W. Bush and Dick Cheney administration.
  • A. Fahrenheit 9/11
    Fahrenheit 9/11 is a 2004 political documentary film by Michael Moore that critiques the George W. Bush administration’s response to the September 11 attacks and the subsequent War on Terror.
  • B. The Purpose of American Politics
    The Purpose of American Politics is a 1960 book by political theorist Hans Morgenthau that examines the moral foundations, historical development, and guiding principles of the United States’ role in world affairs.
  • C. The American Voter
    The American Voter is a landmark political science book that pioneered the study of voting behavior in the United States by analyzing how party identification and social factors shape electoral choices.
  • D. 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.
  • E. Bowling for Columbine
    Bowling for Columbine is a 2002 documentary film by Michael Moore that explores gun violence and the culture of fear in the United States.
  • 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.