Triple

T1522038
Position Surface form Disambiguated ID Type / Status
Subject The Shock Doctrine E32249 entity
Predicate adaptation P1964 FINISHED
Object The Shock Doctrine (documentary film)
The Shock Doctrine (documentary film) is a political documentary that explores Naomi Klein’s thesis on how governments and corporations exploit crises to impose controversial free-market policies.
E173857 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: The Shock Doctrine (documentary film) | Statement: [The Shock Doctrine, adaptation, The Shock Doctrine (documentary film)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Shock Doctrine (documentary film)
Context triple: [The Shock Doctrine, adaptation, The Shock Doctrine (documentary film)]
  • A. The Shock Doctrine
    The Shock Doctrine is a 2007 non-fiction book by Naomi Klein that argues global free-market policies have often been imposed through crises and disasters, a process she terms “disaster capitalism.”
  • B. 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.
  • C. Capitalism: A Ghost Story
    Capitalism: A Ghost Story is a political essay by Arundhati Roy that critiques global capitalism, corporate power, and their impact on democracy and social inequality in India.
  • D. State of Denial
    State of Denial is a nonfiction book by journalist Bob Woodward that critically examines the Bush administration’s handling of the Iraq War and the broader war on terror.
  • E. The New Rulers of the World
    The New Rulers of the World is a documentary film and book by journalist John Pilger that investigates the impacts of globalization, corporate power, and Western foreign policy on developing countries.
  • 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: The Shock Doctrine (documentary film)
Triple: [The Shock Doctrine, adaptation, The Shock Doctrine (documentary film)]
Generated description
The Shock Doctrine (documentary film) is a political documentary that explores Naomi Klein’s thesis on how governments and corporations exploit crises to impose controversial free-market policies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Shock Doctrine (documentary film)
Target entity description: The Shock Doctrine (documentary film) is a political documentary that explores Naomi Klein’s thesis on how governments and corporations exploit crises to impose controversial free-market policies.
  • A. The Shock Doctrine
    The Shock Doctrine is a 2007 non-fiction book by Naomi Klein that argues global free-market policies have often been imposed through crises and disasters, a process she terms “disaster capitalism.”
  • B. 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.
  • C. Capitalism: A Ghost Story
    Capitalism: A Ghost Story is a political essay by Arundhati Roy that critiques global capitalism, corporate power, and their impact on democracy and social inequality in India.
  • D. State of Denial
    State of Denial is a nonfiction book by journalist Bob Woodward that critically examines the Bush administration’s handling of the Iraq War and the broader war on terror.
  • E. The New Rulers of the World
    The New Rulers of the World is a documentary film and book by journalist John Pilger that investigates the impacts of globalization, corporate power, and Western foreign policy on developing countries.
  • 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_69a885e9b0ac819093a9806ad0efc82c completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69a907fe8b0c8190a765afd3a10ee5e0 completed March 5, 2026, 4:35 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad294f9e2481909f1d685d7f083c6a completed March 8, 2026, 7:46 a.m.
NEDg Description generation batch_69ad29f4edc48190b78a6df091e289ab completed March 8, 2026, 7:49 a.m.
NED2 Entity disambiguation (via description) batch_69ad2a78b9608190b70f8d0ae531618d completed March 8, 2026, 7:51 a.m.
Created at: March 4, 2026, 7:26 p.m.