Triple

T1522012
Position Surface form Disambiguated ID Type / Status
Subject The Shock Doctrine E32249 entity
Predicate subtitle P2765 FINISHED
Object The Rise of Disaster Capitalism 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 Rise of Disaster Capitalism | Statement: [The Shock Doctrine, subtitle, The Rise of Disaster Capitalism]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: The Rise of Disaster Capitalism
Context triple: [The Shock Doctrine, subtitle, The Rise of Disaster Capitalism]
  • 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. Chokepoint Capitalism
    Chokepoint Capitalism is a nonfiction book co-authored by Cory Doctorow and Rebecca Giblin that critiques how powerful corporations exploit bottlenecks in creative industries and proposes ways to reclaim artistic and economic freedom.
  • C. The Collapse of Globalism and the Reinvention of the World
    The Collapse of Globalism and the Reinvention of the World is a non-fiction book by Canadian philosopher John Ralston Saul that critiques economic globalization and explores emerging alternatives for organizing political and social life.
  • D. Battle for Grain
    The Battle for Grain was a major Fascist Italian agricultural policy initiative launched by Benito Mussolini in the 1920s to boost domestic wheat production and reduce reliance on foreign imports.
  • E. 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.
  • 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_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.
Created at: March 4, 2026, 7:26 p.m.