Triple

T8280633
Position Surface form Disambiguated ID Type / Status
Subject Hilaire Belloc E193659 entity
Predicate notableWork P4 FINISHED
Object The Servile State
The Servile State is a 1912 political and economic treatise by Hilaire Belloc arguing that modern capitalism tends toward a new form of servitude unless checked by distributist reforms.
E723280 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 Servile State | Statement: [Hilaire Belloc, notableWork, The Servile State]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Servile State
Context triple: [Hilaire Belloc, notableWork, The Servile State]
  • A. On Tyranny
    On Tyranny is a political-philosophical work by Leo Strauss that analyzes Xenophon’s dialogue Hiero to explore the nature, ethics, and dangers of tyrannical rule.
  • B. The Crucifixion of Liberty
    The Crucifixion of Liberty is a political work by Russian revolutionary leader Alexander Kerensky in which he reflects on the Russian Revolution and the subsequent rise of Bolshevik authoritarianism.
  • C. The Authoritarian State
    The Authoritarian State is a seminal essay by critical theorist Max Horkheimer that analyzes the rise of modern authoritarianism and its roots in capitalist society and liberal democracy.
  • D. Cato’s Conspiracy
    Cato’s Conspiracy, better known as the Stono Rebellion, was a major 1739 slave uprising in colonial South Carolina that became one of the largest and most significant revolts of enslaved Africans in British North America.
  • E. The Crisis of the Old Order
    The Crisis of the Old Order is a historical study by Arthur Schlesinger Jr. analyzing the political, social, and economic forces that led to the collapse of the pre–New Deal system in the United States.
  • 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 Servile State
Triple: [Hilaire Belloc, notableWork, The Servile State]
Generated description
The Servile State is a 1912 political and economic treatise by Hilaire Belloc arguing that modern capitalism tends toward a new form of servitude unless checked by distributist reforms.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Servile State
Target entity description: The Servile State is a 1912 political and economic treatise by Hilaire Belloc arguing that modern capitalism tends toward a new form of servitude unless checked by distributist reforms.
  • A. On Tyranny
    On Tyranny is a political-philosophical work by Leo Strauss that analyzes Xenophon’s dialogue Hiero to explore the nature, ethics, and dangers of tyrannical rule.
  • B. The Crucifixion of Liberty
    The Crucifixion of Liberty is a political work by Russian revolutionary leader Alexander Kerensky in which he reflects on the Russian Revolution and the subsequent rise of Bolshevik authoritarianism.
  • C. The Authoritarian State
    The Authoritarian State is a seminal essay by critical theorist Max Horkheimer that analyzes the rise of modern authoritarianism and its roots in capitalist society and liberal democracy.
  • D. Cato’s Conspiracy
    Cato’s Conspiracy, better known as the Stono Rebellion, was a major 1739 slave uprising in colonial South Carolina that became one of the largest and most significant revolts of enslaved Africans in British North America.
  • E. The Crisis of the Old Order
    The Crisis of the Old Order is a historical study by Arthur Schlesinger Jr. analyzing the political, social, and economic forces that led to the collapse of the pre–New Deal system in the United States.
  • 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_69ca82e217a48190880695635c44b2ed completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb79ee66e48190af7058b14f3daac9 completed March 31, 2026, 7:38 a.m.
NED1 Entity disambiguation (via context triple) batch_69cd686d9be081908b0490e708f51ad7 completed April 1, 2026, 6:48 p.m.
NEDg Description generation batch_69cd6d5441248190a9e32281dc8e8d62 completed April 1, 2026, 7:09 p.m.
NED2 Entity disambiguation (via description) batch_69cd7e20f71c8190959319c6683a2810 completed April 1, 2026, 8:20 p.m.
Created at: March 30, 2026, 5:51 p.m.