Triple

T1243861
Position Surface form Disambiguated ID Type / Status
Subject Samuel P. Huntington E26718 entity
Predicate notableWork P4 FINISHED
Object Political Order in Changing Societies
Political Order in Changing Societies is a seminal 1968 work of political science that analyzes how rapid modernization and weak institutions can lead to political instability and violence in developing countries.
E142507 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: Political Order in Changing Societies | Statement: [Samuel P. Huntington, notableWork, Political Order in Changing Societies]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Political Order in Changing Societies
Context triple: [Samuel P. Huntington, notableWork, Political Order in Changing Societies]
  • A. 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.
  • B. The Narrow Corridor: States, Societies, and the Fate of Liberty
    The Narrow Corridor: States, Societies, and the Fate of Liberty is a political economy book that explores how the balance between state power and societal forces shapes the emergence and preservation of freedom across different countries and historical periods.
  • C. The Roots of American Order
    The Roots of American Order is a seminal work of political and cultural history in which Russell Kirk traces the philosophical, religious, and legal foundations of American civilization from ancient times to the founding era.
  • D. International Institutions and State Power
    "International Institutions and State Power" is a seminal work in international relations theory that analyzes how international institutions shape and constrain state behavior within the global political and economic order.
  • E. Über die Grenzen der Wirksamkeit des Staates
    Über die Grenzen der Wirksamkeit des Staates is a seminal political-philosophical essay by Wilhelm von Humboldt that argues for limiting state intervention to protect individual freedom and self-development.
  • 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: Political Order in Changing Societies
Triple: [Samuel P. Huntington, notableWork, Political Order in Changing Societies]
Generated description
Political Order in Changing Societies is a seminal 1968 work of political science that analyzes how rapid modernization and weak institutions can lead to political instability and violence in developing countries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Political Order in Changing Societies
Target entity description: Political Order in Changing Societies is a seminal 1968 work of political science that analyzes how rapid modernization and weak institutions can lead to political instability and violence in developing countries.
  • A. 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.
  • B. The Narrow Corridor: States, Societies, and the Fate of Liberty
    The Narrow Corridor: States, Societies, and the Fate of Liberty is a political economy book that explores how the balance between state power and societal forces shapes the emergence and preservation of freedom across different countries and historical periods.
  • C. The Roots of American Order
    The Roots of American Order is a seminal work of political and cultural history in which Russell Kirk traces the philosophical, religious, and legal foundations of American civilization from ancient times to the founding era.
  • D. International Institutions and State Power
    "International Institutions and State Power" is a seminal work in international relations theory that analyzes how international institutions shape and constrain state behavior within the global political and economic order.
  • E. Über die Grenzen der Wirksamkeit des Staates
    Über die Grenzen der Wirksamkeit des Staates is a seminal political-philosophical essay by Wilhelm von Humboldt that argues for limiting state intervention to protect individual freedom and self-development.
  • 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_69a4948689d08190b3a4a3f388c02148 completed March 1, 2026, 7:33 p.m.
NER Named-entity recognition batch_69a4bf636e208190a4d56806db61916c completed March 1, 2026, 10:36 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac8f7bd6148190933210f66a8899ce completed March 7, 2026, 8:50 p.m.
NEDg Description generation batch_69ac900a6c208190b3c76efcec1186ec completed March 7, 2026, 8:52 p.m.
NED2 Entity disambiguation (via description) batch_69ac9111e6288190b83074bd05e2f282 completed March 7, 2026, 8:56 p.m.
Created at: March 1, 2026, 7:47 p.m.