Triple

T13273726
Position Surface form Disambiguated ID Type / Status
Subject John Avlon E316132 entity
Predicate notableWork P4 FINISHED
Object Independent Nation: How Centrists Can Change American Politics
Independent Nation: How Centrists Can Change American Politics is a political book by John Avlon that examines the history, influence, and potential of centrist voters and leaders in reshaping U.S. politics.
E1030216 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: Independent Nation: How Centrists Can Change American Politics | Statement: [John Avlon, notableWork, Independent Nation: How Centrists Can Change American Politics]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Independent Nation: How Centrists Can Change American Politics
Context triple: [John Avlon, notableWork, Independent Nation: How Centrists Can Change American Politics]
  • A. American Politics: The Promise of Disharmony
    American Politics: The Promise of Disharmony is a political science book by Samuel P. Huntington that analyzes the recurring tensions between American ideals and political institutions throughout U.S. history.
  • B. The Purpose of American Politics
    The Purpose of American Politics is a 1960 book by political theorist Hans Morgenthau that examines the moral foundations, historical development, and guiding principles of the United States’ role in world affairs.
  • C. Politics: Between the Extremes
    Politics: Between the Extremes is a political memoir and reflection by former UK Deputy Prime Minister Nick Clegg, examining the challenges and possibilities of centrist liberal politics in an era of polarization.
  • D. The Changing American Voter
    The Changing American Voter is a landmark political science book that analyzes how and why patterns of electoral behavior and political attitudes in the United States evolved during the mid-20th century.
  • E. Democracy Matters
    Democracy Matters is a political philosophy book by Cornel West that critiques the state of American democracy and explores the threats posed by imperialism, racism, and religious fundamentalism.
  • 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: Independent Nation: How Centrists Can Change American Politics
Triple: [John Avlon, notableWork, Independent Nation: How Centrists Can Change American Politics]
Generated description
Independent Nation: How Centrists Can Change American Politics is a political book by John Avlon that examines the history, influence, and potential of centrist voters and leaders in reshaping U.S. politics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Independent Nation: How Centrists Can Change American Politics
Target entity description: Independent Nation: How Centrists Can Change American Politics is a political book by John Avlon that examines the history, influence, and potential of centrist voters and leaders in reshaping U.S. politics.
  • A. American Politics: The Promise of Disharmony
    American Politics: The Promise of Disharmony is a political science book by Samuel P. Huntington that analyzes the recurring tensions between American ideals and political institutions throughout U.S. history.
  • B. The Purpose of American Politics
    The Purpose of American Politics is a 1960 book by political theorist Hans Morgenthau that examines the moral foundations, historical development, and guiding principles of the United States’ role in world affairs.
  • C. Politics: Between the Extremes
    Politics: Between the Extremes is a political memoir and reflection by former UK Deputy Prime Minister Nick Clegg, examining the challenges and possibilities of centrist liberal politics in an era of polarization.
  • D. The Changing American Voter
    The Changing American Voter is a landmark political science book that analyzes how and why patterns of electoral behavior and political attitudes in the United States evolved during the mid-20th century.
  • E. Democracy Matters
    Democracy Matters is a political philosophy book by Cornel West that critiques the state of American democracy and explores the threats posed by imperialism, racism, and religious fundamentalism.
  • 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_69d806b1d9ac8190852c5571d5bd5f0f completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d9904193bc8190af4155750bcf32f6 completed April 11, 2026, 12:05 a.m.
NED1 Entity disambiguation (via context triple) batch_69f70a51d458819080b8c8f3a4df0f52 completed May 3, 2026, 8:41 a.m.
NEDg Description generation batch_69f70b117c588190bb81ff53664cac4a completed May 3, 2026, 8:45 a.m.
NED2 Entity disambiguation (via description) batch_69f70c04da34819091e01db25741674e completed May 3, 2026, 8:49 a.m.
Created at: April 9, 2026, 9:26 p.m.