Triple

T1939765
Position Surface form Disambiguated ID Type / Status
Subject The Green Book E41524 entity
Predicate firstPartTitle P33750 FINISHED
Object The Solution of the Problem of Democracy: The Authority of the People
The Solution of the Problem of Democracy: The Authority of the People is the first part of Muammar Gaddafi’s political treatise The Green Book, outlining his theory of direct popular rule as an alternative to representative democracy.
E216952 NE FINISHED

How this triple was built (5 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 Solution of the Problem of Democracy: The Authority of the People | Statement: [The Green Book, firstPartTitle, The Solution of the Problem of Democracy: The Authority of the People]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Solution of the Problem of Democracy: The Authority of the People
Context triple: [The Green Book, firstPartTitle, The Solution of the Problem of Democracy: The Authority of the People]
  • A. A Preface to Democratic Theory
    A Preface to Democratic Theory is a foundational political science book by Robert A. Dahl that analyzes and critiques existing models of democracy while proposing a more realistic, pluralist framework for democratic governance.
  • B. Considerations on Representative Government
    Considerations on Representative Government is a political philosophy treatise by John Stuart Mill that analyzes and defends representative democracy as the most effective and just form of government.
  • C. A Fragment on Government
    A Fragment on Government is an influential 1776 political treatise by Jeremy Bentham that critiques William Blackstone’s Commentaries and lays early foundations for utilitarian legal and political theory.
  • D. 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.
  • E. 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.
  • 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 Solution of the Problem of Democracy: The Authority of the People
Triple: [The Green Book, firstPartTitle, The Solution of the Problem of Democracy: The Authority of the People]
Generated description
The Solution of the Problem of Democracy: The Authority of the People is the first part of Muammar Gaddafi’s political treatise The Green Book, outlining his theory of direct popular rule as an alternative to representative democracy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Solution of the Problem of Democracy: The Authority of the People
Target entity description: The Solution of the Problem of Democracy: The Authority of the People is the first part of Muammar Gaddafi’s political treatise The Green Book, outlining his theory of direct popular rule as an alternative to representative democracy.
  • A. A Preface to Democratic Theory
    A Preface to Democratic Theory is a foundational political science book by Robert A. Dahl that analyzes and critiques existing models of democracy while proposing a more realistic, pluralist framework for democratic governance.
  • B. Considerations on Representative Government
    Considerations on Representative Government is a political philosophy treatise by John Stuart Mill that analyzes and defends representative democracy as the most effective and just form of government.
  • C. A Fragment on Government
    A Fragment on Government is an influential 1776 political treatise by Jeremy Bentham that critiques William Blackstone’s Commentaries and lays early foundations for utilitarian legal and political theory.
  • D. 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.
  • E. 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.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: firstPartTitle
Context triple: [The Green Book, firstPartTitle, The Solution of the Problem of Democracy: The Authority of the People]
  • A. firstTitleFor
    Indicates that one entity is the earliest or primary title assigned to another entity, typically among multiple possible titles.
  • B. firstPartValue
    Indicates that the subject entity represents the initial or leading portion of a larger value, sequence, or composite data item.
  • C. firstPartFormat
    Indicates that the subject entity is the initial segment or portion in the overall format or structured sequence of something.
  • D. firstReleaseTitle
    Indicates the title associated with an entity’s initial or earliest release.
  • E. firstVideoTitle
    Indicates the title of the first video associated with an entity in a sequence or collection.
  • F. None of above. chosen

Provenance (7 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_69a88649b24c819080047f26b6db2ded completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69abb2ca385c8190ad0e4bafbb9b5e5c completed March 7, 2026, 5:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69adf3f81e0c819090e3f2154215ff18 completed March 8, 2026, 10:11 p.m.
NEDg Description generation batch_69adf4e94b5081909d4010612d81b917 completed March 8, 2026, 10:15 p.m.
NED2 Entity disambiguation (via description) batch_69adf60463d88190896cedb2b45a67ed completed March 8, 2026, 10:19 p.m.
PD Predicate disambiguation batch_69abaff07cf88190b4883c5f17f90abd completed March 7, 2026, 4:56 a.m.
PDg Predicate description generation batch_69abb25ef0ec8190b907963e9db0fe04 completed March 7, 2026, 5:06 a.m.
Created at: March 4, 2026, 7:36 p.m.