Triple

T11565355
Position Surface form Disambiguated ID Type / Status
Subject Francis Fukuyama E274236 entity
Predicate publication P80 FINISHED
Object "The End of History?" (1989 essay in The National Interest)
"The End of History?" is Francis Fukuyama’s influential 1989 essay arguing that the global spread of liberal democracy may signal the endpoint of humanity’s ideological evolution.
E933743 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 End of History?" (1989 essay in The National Interest) | Statement: [Francis Fukuyama, publication, "The End of History?" (1989 essay in The National Interest)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: "The End of History?" (1989 essay in The National Interest)
Context triple: [Francis Fukuyama, publication, "The End of History?" (1989 essay in The National Interest)]
  • A. The End of History…
    "The End of History…" is a stage play by British playwright Jack Thorne that explores family, politics, and idealism through the story of left-wing parents and their children across several decades.
  • B. The Clash of Civilizations and the Remaking of World Order
    The Clash of Civilizations and the Remaking of World Order is a 1996 political science book by Samuel P. Huntington that argues future global conflicts will be driven primarily by cultural and civilizational differences rather than ideological or economic ones.
  • C. The Concept of History
    "The Concept of History" is a philosophical essay by Hannah Arendt that examines how modern understandings of history shape political thought, human action, and our sense of temporal experience.
  • D. On History and Other Essays
    "On History and Other Essays" is a collection of philosophical writings by Michael Oakeshott that explores the nature of historical understanding and its relation to human experience and political thought.
  • E. The Lessons of History
    The Lessons of History is a concise, thematic survey of human civilization by Will and Ariel Durant that distills key patterns and insights from their multi-volume The Story of Civilization.
  • 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 End of History?" (1989 essay in The National Interest)
Triple: [Francis Fukuyama, publication, "The End of History?" (1989 essay in The National Interest)]
Generated description
"The End of History?" is Francis Fukuyama’s influential 1989 essay arguing that the global spread of liberal democracy may signal the endpoint of humanity’s ideological evolution.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: "The End of History?" (1989 essay in The National Interest)
Target entity description: "The End of History?" is Francis Fukuyama’s influential 1989 essay arguing that the global spread of liberal democracy may signal the endpoint of humanity’s ideological evolution.
  • A. The End of History…
    "The End of History…" is a stage play by British playwright Jack Thorne that explores family, politics, and idealism through the story of left-wing parents and their children across several decades.
  • B. The Clash of Civilizations and the Remaking of World Order
    The Clash of Civilizations and the Remaking of World Order is a 1996 political science book by Samuel P. Huntington that argues future global conflicts will be driven primarily by cultural and civilizational differences rather than ideological or economic ones.
  • C. The Concept of History
    "The Concept of History" is a philosophical essay by Hannah Arendt that examines how modern understandings of history shape political thought, human action, and our sense of temporal experience.
  • D. On History and Other Essays
    "On History and Other Essays" is a collection of philosophical writings by Michael Oakeshott that explores the nature of historical understanding and its relation to human experience and political thought.
  • E. The Lessons of History
    The Lessons of History is a concise, thematic survey of human civilization by Will and Ariel Durant that distills key patterns and insights from their multi-volume The Story of Civilization.
  • 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_69d6aae5ac3c81908d2b0a3a665665b2 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d88dd321f88190a57ecaf079fbbc3f completed April 10, 2026, 5:42 a.m.
NED1 Entity disambiguation (via context triple) batch_69e6e8b1a67481909a05105728acc358 completed April 21, 2026, 3:02 a.m.
NEDg Description generation batch_69e6ef951eb881909810b5923385c4c6 completed April 21, 2026, 3:31 a.m.
NED2 Entity disambiguation (via description) batch_69e6f94ac2d0819098a3024eaab908b5 completed April 21, 2026, 4:12 a.m.
Created at: April 8, 2026, 9:37 p.m.