Triple

T11481087
Position Surface form Disambiguated ID Type / Status
Subject Gene Sharp E272147 entity
Predicate notableWork P4 FINISHED
Object From Dictatorship to Democracy
From Dictatorship to Democracy is a political handbook by Gene Sharp that outlines practical strategies and methods for nonviolent resistance to authoritarian regimes.
E928529 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: From Dictatorship to Democracy | Statement: [Gene Sharp, notableWork, From Dictatorship to Democracy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: From Dictatorship to Democracy
Context triple: [Gene Sharp, notableWork, From Dictatorship to Democracy]
  • A. The March of Democracy
    The March of Democracy is a multi-volume historical work by James Truslow Adams that traces the development of democratic ideals and institutions in the United States.
  • B. Triumphant Democracy
    Triumphant Democracy is a political and social treatise by industrialist Andrew Carnegie that praises American democratic institutions and contrasts them favorably with the British system of government.
  • C. 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.
  • D. The Great Democracies
    The Great Democracies is the fourth volume of Winston Churchill’s historical series A History of the English-Speaking Peoples, covering the rise of modern democratic institutions in the 19th and early 20th centuries.
  • E. 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.
  • 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: From Dictatorship to Democracy
Triple: [Gene Sharp, notableWork, From Dictatorship to Democracy]
Generated description
From Dictatorship to Democracy is a political handbook by Gene Sharp that outlines practical strategies and methods for nonviolent resistance to authoritarian regimes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: From Dictatorship to Democracy
Target entity description: From Dictatorship to Democracy is a political handbook by Gene Sharp that outlines practical strategies and methods for nonviolent resistance to authoritarian regimes.
  • A. The March of Democracy
    The March of Democracy is a multi-volume historical work by James Truslow Adams that traces the development of democratic ideals and institutions in the United States.
  • B. Triumphant Democracy
    Triumphant Democracy is a political and social treatise by industrialist Andrew Carnegie that praises American democratic institutions and contrasts them favorably with the British system of government.
  • C. 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.
  • D. The Great Democracies
    The Great Democracies is the fourth volume of Winston Churchill’s historical series A History of the English-Speaking Peoples, covering the rise of modern democratic institutions in the 19th and early 20th centuries.
  • E. 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.
  • 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_69d6aae0c8d881908a5a360c0be3242e completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d8294f0e948190b2e106beb86e4b2c completed April 9, 2026, 10:33 p.m.
NED1 Entity disambiguation (via context triple) batch_69e60434966c81909a277b6a0fd9f358 completed April 20, 2026, 10:47 a.m.
NEDg Description generation batch_69e610a5ea0481908169c58dc0831b76 completed April 20, 2026, 11:40 a.m.
NED2 Entity disambiguation (via description) batch_69e6182b06f88190ab36d976ac989019 completed April 20, 2026, 12:12 p.m.
Created at: April 8, 2026, 9:36 p.m.