Triple

T6999330
Position Surface form Disambiguated ID Type / Status
Subject Rachel Maddow E162294 entity
Predicate notableWork P4 FINISHED
Object Blowout: Corrupted Democracy, Rogue State Russia, and the Richest, Most Destructive Industry on Earth
"Blowout: Corrupted Democracy, Rogue State Russia, and the Richest, Most Destructive Industry on Earth" is a nonfiction book by Rachel Maddow that investigates how the global oil and gas industry fuels corruption, undermines democracy, and destabilizes international politics.
E634549 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: Blowout: Corrupted Democracy, Rogue State Russia, and the Richest, Most Destructive Industry on Earth | Statement: [Rachel Maddow, notableWork, Blowout: Corrupted Democracy, Rogue State Russia, and the Richest, Most Destructive Industry on Earth]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Blowout: Corrupted Democracy, Rogue State Russia, and the Richest, Most Destructive Industry on Earth
Context triple: [Rachel Maddow, notableWork, Blowout: Corrupted Democracy, Rogue State Russia, and the Richest, Most Destructive Industry on Earth]
  • A. Suicide of a Superpower
    "Suicide of a Superpower" is a political commentary book by conservative commentator Pat Buchanan that argues the United States is in cultural and geopolitical decline.
  • B. 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.”
  • C. Kremlin Rising: Vladimir Putin’s Russia and the End of Revolution
    "Kremlin Rising: Vladimir Putin’s Russia and the End of Revolution" is a nonfiction book that examines Vladimir Putin’s consolidation of power and the erosion of democratic reforms in post-Soviet Russia.
  • D. Colossus: The Rise and Fall of the American Empire
    Colossus: The Rise and Fall of the American Empire is a historical and political analysis book that examines the nature, ambitions, and limitations of American global power in the modern era.
  • E. Putin's Russia
    Putin's Russia is a nonfiction book by journalist Anna Politkovskaya that offers a critical, firsthand account of political repression, corruption, and human rights abuses in Russia under Vladimir Putin.
  • 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: Blowout: Corrupted Democracy, Rogue State Russia, and the Richest, Most Destructive Industry on Earth
Triple: [Rachel Maddow, notableWork, Blowout: Corrupted Democracy, Rogue State Russia, and the Richest, Most Destructive Industry on Earth]
Generated description
"Blowout: Corrupted Democracy, Rogue State Russia, and the Richest, Most Destructive Industry on Earth" is a nonfiction book by Rachel Maddow that investigates how the global oil and gas industry fuels corruption, undermines democracy, and destabilizes international politics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Blowout: Corrupted Democracy, Rogue State Russia, and the Richest, Most Destructive Industry on Earth
Target entity description: "Blowout: Corrupted Democracy, Rogue State Russia, and the Richest, Most Destructive Industry on Earth" is a nonfiction book by Rachel Maddow that investigates how the global oil and gas industry fuels corruption, undermines democracy, and destabilizes international politics.
  • A. Suicide of a Superpower
    "Suicide of a Superpower" is a political commentary book by conservative commentator Pat Buchanan that argues the United States is in cultural and geopolitical decline.
  • B. 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.”
  • C. Kremlin Rising: Vladimir Putin’s Russia and the End of Revolution
    "Kremlin Rising: Vladimir Putin’s Russia and the End of Revolution" is a nonfiction book that examines Vladimir Putin’s consolidation of power and the erosion of democratic reforms in post-Soviet Russia.
  • D. Colossus: The Rise and Fall of the American Empire
    Colossus: The Rise and Fall of the American Empire is a historical and political analysis book that examines the nature, ambitions, and limitations of American global power in the modern era.
  • E. Putin's Russia
    Putin's Russia is a nonfiction book by journalist Anna Politkovskaya that offers a critical, firsthand account of political repression, corruption, and human rights abuses in Russia under Vladimir Putin.
  • 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_69c68857ffc08190857dc62cd5253777 completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6dbf083b481909dd30e28e908dfdf completed March 27, 2026, 7:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69c76a2c510c8190b7c86f8b399388ae completed March 28, 2026, 5:42 a.m.
NEDg Description generation batch_69c76b1d881481908ef5a6614246ca1e completed March 28, 2026, 5:46 a.m.
NED2 Entity disambiguation (via description) batch_69c76be95ecc8190a57ff197f236d434 completed March 28, 2026, 5:49 a.m.
Created at: March 27, 2026, 2:33 p.m.