Triple

T9111421
Position Surface form Disambiguated ID Type / Status
Subject Michael Mann (historian) E218608 entity
Predicate notableWork P4 FINISHED
Object The Dark Side of Democracy: Explaining Ethnic Cleansing
The Dark Side of Democracy: Explaining Ethnic Cleansing is a scholarly book that analyzes how modern democracies and nation-building processes can foster conditions leading to ethnic cleansing and mass violence.
E779056 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 Dark Side of Democracy: Explaining Ethnic Cleansing | Statement: [Michael Mann (historian), notableWork, The Dark Side of Democracy: Explaining Ethnic Cleansing]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Dark Side of Democracy: Explaining Ethnic Cleansing
Context triple: [Michael Mann (historian), notableWork, The Dark Side of Democracy: Explaining Ethnic Cleansing]
  • A. The Psychology of Political Violence
    "The Psychology of Political Violence" is an essay by anarchist writer Emma Goldman that examines the social and psychological roots of political violence and challenges conventional moral judgments about revolutionary acts.
  • B. Terrorism and Democracy
    "Terrorism and Democracy" is a book by former CIA Director Stansfield Turner that analyzes the challenges democratic societies face in confronting terrorism while preserving civil liberties and democratic values.
  • C. The Crisis of Democracy
    The Crisis of Democracy is a 1975 report commissioned by the Trilateral Commission that analyzes the challenges posed to Western democratic governance by rising public participation and demands in the late 20th century.
  • D. Labyrinths of Democracy
    Labyrinths of Democracy is a political science work by Heinz Eulau that explores the complexities and challenges of democratic processes and institutions.
  • E. Economic Origins of Dictatorship and Democracy
    Economic Origins of Dictatorship and Democracy is a seminal political economy book that analyzes how economic structures and class interests shape the emergence and stability of democratic and authoritarian regimes.
  • 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 Dark Side of Democracy: Explaining Ethnic Cleansing
Triple: [Michael Mann (historian), notableWork, The Dark Side of Democracy: Explaining Ethnic Cleansing]
Generated description
The Dark Side of Democracy: Explaining Ethnic Cleansing is a scholarly book that analyzes how modern democracies and nation-building processes can foster conditions leading to ethnic cleansing and mass violence.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Dark Side of Democracy: Explaining Ethnic Cleansing
Target entity description: The Dark Side of Democracy: Explaining Ethnic Cleansing is a scholarly book that analyzes how modern democracies and nation-building processes can foster conditions leading to ethnic cleansing and mass violence.
  • A. The Psychology of Political Violence
    "The Psychology of Political Violence" is an essay by anarchist writer Emma Goldman that examines the social and psychological roots of political violence and challenges conventional moral judgments about revolutionary acts.
  • B. Terrorism and Democracy
    "Terrorism and Democracy" is a book by former CIA Director Stansfield Turner that analyzes the challenges democratic societies face in confronting terrorism while preserving civil liberties and democratic values.
  • C. The Crisis of Democracy
    The Crisis of Democracy is a 1975 report commissioned by the Trilateral Commission that analyzes the challenges posed to Western democratic governance by rising public participation and demands in the late 20th century.
  • D. Labyrinths of Democracy
    Labyrinths of Democracy is a political science work by Heinz Eulau that explores the complexities and challenges of democratic processes and institutions.
  • E. Economic Origins of Dictatorship and Democracy
    Economic Origins of Dictatorship and Democracy is a seminal political economy book that analyzes how economic structures and class interests shape the emergence and stability of democratic and authoritarian regimes.
  • 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_69ca83dc94ac8190b9ef42684d36ff39 completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69cca8495c448190b9bb3803fb2dda70 completed April 1, 2026, 5:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69d030467b188190a6d99bf2fc65207d completed April 3, 2026, 9:25 p.m.
NEDg Description generation batch_69d0316f47c88190920843b469d15069 completed April 3, 2026, 9:30 p.m.
NED2 Entity disambiguation (via description) batch_69d032778adc8190a087497507a6e1ca completed April 3, 2026, 9:34 p.m.
Created at: March 30, 2026, 7:16 p.m.