Triple

T7675822
Position Surface form Disambiguated ID Type / Status
Subject The Shock Doctrine (documentary film) E173857 entity
Predicate basedOn P98 FINISHED
Object The Shock Doctrine (book) E32249 NE FINISHED

How this triple was built (2 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 (book) | Statement: [The Shock Doctrine (documentary film), basedOn, The Shock Doctrine (book)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: The Shock Doctrine (book)
Context triple: [The Shock Doctrine (documentary film), basedOn, The Shock Doctrine (book)]
  • A. The Shock Doctrine chosen
    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. 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.
  • C. Bad Samaritans: The Myth of Free Trade and the Secret History of Capitalism
    "Bad Samaritans: The Myth of Free Trade and the Secret History of Capitalism" is a book by economist Ha-Joon Chang that critiques neoliberal free-market policies and argues that rich countries developed through protectionist measures they now discourage in poorer nations.
  • D. Kicking Away the Ladder
    Kicking Away the Ladder is an influential book by economist Ha-Joon Chang that critiques free-market orthodoxy by arguing that rich countries historically used protectionist policies to develop and then discouraged poorer nations from doing the same.
  • E. Saving Capitalism from the Capitalists
    "Saving Capitalism from the Capitalists" is an influential economic book that argues for the importance of well-regulated, inclusive financial markets in sustaining true capitalism and preventing capture by powerful interests.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69c6995703e0819081de77361b602e78 completed March 27, 2026, 2:51 p.m.
NER Named-entity recognition batch_69c701e333f08190a9ee87080c6d0118 completed March 27, 2026, 10:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8a23ba62881908fcdcf2ffcf6d41d completed March 29, 2026, 3:53 a.m.
Created at: March 27, 2026, 4:01 p.m.