Triple

T19914707
Position Surface form Disambiguated ID Type / Status
Subject Michael Adams E478634 entity
Predicate notableWork P4 FINISHED
Object American Backlash: The Untold Story of Social Change in the United States
American Backlash: The Untold Story of Social Change in the United States is a non-fiction book by pollster and author Michael Adams that analyzes shifting American values and the societal reactions they provoke.
E1401174 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: American Backlash: The Untold Story of Social Change in the United States | Statement: [Michael Adams, notableWork, American Backlash: The Untold Story of Social Change in the United States]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: American Backlash: The Untold Story of Social Change in the United States
Context triple: [Michael Adams, notableWork, American Backlash: The Untold Story of Social Change in the United States]
  • A. Voices of a People’s History of the United States
    Voices of a People’s History of the United States is a companion anthology to Howard Zinn’s work that presents speeches, letters, songs, and other primary sources highlighting the perspectives of marginalized and dissenting people in American history.
  • B. The Good Fight: The Education of an American Reformer
    "The Good Fight: The Education of an American Reformer" is a political memoir by former U.S. senator Gary Hart, reflecting on his life, ideals, and efforts to reform American politics.
  • C. The One-Man Revolution in America
    The One-Man Revolution in America is a collection of autobiographical writings and essays by Christian anarchist and pacifist Ammon Hennacy, detailing his acts of personal resistance, nonviolent protest, and radical social activism in the United States.
  • D. The Irony of American History
    The Irony of American History is a seminal 1952 work of Christian realism in which theologian Reinhold Niebuhr critiques American exceptionalism and explores the moral contradictions of U.S. power in the Cold War era.
  • E. Outrageous Acts and Everyday Rebellions
    Outrageous Acts and Everyday Rebellions is a landmark collection of feminist essays by Gloria Steinem that helped popularize and humanize the women’s liberation movement.
  • 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: American Backlash: The Untold Story of Social Change in the United States
Triple: [Michael Adams, notableWork, American Backlash: The Untold Story of Social Change in the United States]
Generated description
American Backlash: The Untold Story of Social Change in the United States is a non-fiction book by pollster and author Michael Adams that analyzes shifting American values and the societal reactions they provoke.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: American Backlash: The Untold Story of Social Change in the United States
Target entity description: American Backlash: The Untold Story of Social Change in the United States is a non-fiction book by pollster and author Michael Adams that analyzes shifting American values and the societal reactions they provoke.
  • A. Voices of a People’s History of the United States
    Voices of a People’s History of the United States is a companion anthology to Howard Zinn’s work that presents speeches, letters, songs, and other primary sources highlighting the perspectives of marginalized and dissenting people in American history.
  • B. The Good Fight: The Education of an American Reformer
    "The Good Fight: The Education of an American Reformer" is a political memoir by former U.S. senator Gary Hart, reflecting on his life, ideals, and efforts to reform American politics.
  • C. The One-Man Revolution in America
    The One-Man Revolution in America is a collection of autobiographical writings and essays by Christian anarchist and pacifist Ammon Hennacy, detailing his acts of personal resistance, nonviolent protest, and radical social activism in the United States.
  • D. The Irony of American History
    The Irony of American History is a seminal 1952 work of Christian realism in which theologian Reinhold Niebuhr critiques American exceptionalism and explores the moral contradictions of U.S. power in the Cold War era.
  • E. Outrageous Acts and Everyday Rebellions
    Outrageous Acts and Everyday Rebellions is a landmark collection of feminist essays by Gloria Steinem that helped popularize and humanize the women’s liberation movement.
  • 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_69d8e521855c8190b41871700afc8d6a completed April 10, 2026, 11:55 a.m.
NER Named-entity recognition batch_69e6599394f081909246006c2e83bacc completed April 20, 2026, 4:51 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07ea4fc6bc81909573e05b842ec0ab completed May 16, 2026, 3:53 a.m.
NEDg Description generation batch_6a07eef4995c81909b45b0e84de19c34 completed May 16, 2026, 4:13 a.m.
NED2 Entity disambiguation (via description) batch_6a07ef716f68819093a9a6356080e39e completed May 16, 2026, 4:15 a.m.
Created at: April 10, 2026, 1:53 p.m.