Triple

T8310035
Position Surface form Disambiguated ID Type / Status
Subject Horace Mann Bond E194567 entity
Predicate notableWork P4 FINISHED
Object The Education of the Negro in the American Social Order
The Education of the Negro in the American Social Order is a seminal scholarly study examining the historical development, social context, and inequalities of African American education in the United States.
E725081 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 Education of the Negro in the American Social Order | Statement: [Horace Mann Bond, notableWork, The Education of the Negro in the American Social Order]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Education of the Negro in the American Social Order
Context triple: [Horace Mann Bond, notableWork, The Education of the Negro in the American Social Order]
  • A. The Future of the American Negro
    "The Future of the American Negro" is an 1899 book by Booker T. Washington in which he outlines his views on African American progress through industrial education, self-help, and economic advancement in the post–Civil War United States.
  • B. The Contribution of the Negro to Democracy in America
    The Contribution of the Negro to Democracy in America is a 1943 mural by African American artist Charles White that powerfully depicts Black Americans’ historical struggles and achievements in shaping U.S. democracy.
  • C. An American Dilemma: The Negro Problem and Modern Democracy
    An American Dilemma: The Negro Problem and Modern Democracy is a landmark 1944 sociological study by Swedish economist Gunnar Myrdal that examined racial segregation and discrimination in the United States and profoundly influenced postwar civil rights debates and Supreme Court decisions.
  • D. The Story of the Negro
    The Story of the Negro is a historical survey book by Arna Bontemps that traces the experiences, struggles, and contributions of African Americans from slavery through the early 20th century.
  • E. The Negro Family: The Case for National Action
    The Negro Family: The Case for National Action is a controversial 1965 U.S. government report by Daniel Patrick Moynihan that analyzed the social and economic challenges facing Black families and helped shape debates on race, poverty, and welfare policy.
  • 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 Education of the Negro in the American Social Order
Triple: [Horace Mann Bond, notableWork, The Education of the Negro in the American Social Order]
Generated description
The Education of the Negro in the American Social Order is a seminal scholarly study examining the historical development, social context, and inequalities of African American education in the United States.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Education of the Negro in the American Social Order
Target entity description: The Education of the Negro in the American Social Order is a seminal scholarly study examining the historical development, social context, and inequalities of African American education in the United States.
  • A. The Future of the American Negro
    "The Future of the American Negro" is an 1899 book by Booker T. Washington in which he outlines his views on African American progress through industrial education, self-help, and economic advancement in the post–Civil War United States.
  • B. The Contribution of the Negro to Democracy in America
    The Contribution of the Negro to Democracy in America is a 1943 mural by African American artist Charles White that powerfully depicts Black Americans’ historical struggles and achievements in shaping U.S. democracy.
  • C. An American Dilemma: The Negro Problem and Modern Democracy
    An American Dilemma: The Negro Problem and Modern Democracy is a landmark 1944 sociological study by Swedish economist Gunnar Myrdal that examined racial segregation and discrimination in the United States and profoundly influenced postwar civil rights debates and Supreme Court decisions.
  • D. The Story of the Negro
    The Story of the Negro is a historical survey book by Arna Bontemps that traces the experiences, struggles, and contributions of African Americans from slavery through the early 20th century.
  • E. The Negro Family: The Case for National Action
    The Negro Family: The Case for National Action is a controversial 1965 U.S. government report by Daniel Patrick Moynihan that analyzed the social and economic challenges facing Black families and helped shape debates on race, poverty, and welfare policy.
  • 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_69ca82e613e88190bf8139669bbd0d53 completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb7f2d2c30819095075940479b75a7 completed March 31, 2026, 8 a.m.
NED1 Entity disambiguation (via context triple) batch_69cd95665390819089c8becad018cf51 completed April 1, 2026, 10 p.m.
NEDg Description generation batch_69cda62070888190b55b3f54d29e28e7 completed April 1, 2026, 11:11 p.m.
NED2 Entity disambiguation (via description) batch_69cdb21a65d88190a19dd41f95d173c8 completed April 2, 2026, 12:02 a.m.
Created at: March 30, 2026, 5:54 p.m.