Triple

T6317616
Position Surface form Disambiguated ID Type / Status
Subject John Hope Franklin E141653 entity
Predicate notableWork P4 FINISHED
Object From Slavery to Freedom: A History of African Americans
From Slavery to Freedom: A History of African Americans is a landmark scholarly survey of African American history that traces Black life in the United States from its African origins through slavery, emancipation, and the modern civil rights era.
E583471 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: From Slavery to Freedom: A History of African Americans | Statement: [John Hope Franklin, notableWork, From Slavery to Freedom: A History of African Americans]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: From Slavery to Freedom: A History of African Americans
Context triple: [John Hope Franklin, notableWork, From Slavery to Freedom: A History of African Americans]
  • A. Black Reconstruction in America
    Black Reconstruction in America is W. E. B. Du Bois’s landmark historical study that reinterprets the Reconstruction era as a period of Black political agency and class struggle, challenging dominant racist narratives in U.S. historiography.
  • B. Slavery and Freedom
    "Slavery and Freedom" is a philosophical work by Nicolas Berdyaev that explores the spiritual and existential dimensions of human freedom in contrast to various forms of inner and outer bondage.
  • C. Four Hundred Souls: A Community History of African America, 1619–2019
    Four Hundred Souls: A Community History of African America, 1619–2019 is a collaborative volume edited by Ibram X. Kendi and Keisha N. Blain that presents 400 years of African American history through short essays and poems by a diverse group of writers.
  • D. The Strange Career of Jim Crow
    The Strange Career of Jim Crow is a landmark historical study by C. Vann Woodward that traces the origins, evolution, and legal dismantling of racial segregation in the American South.
  • E. Black and White America
    "Black and White America" is a funk-rock and soul-infused studio album by American musician Lenny Kravitz that explores themes of race, identity, and social issues.
  • 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: From Slavery to Freedom: A History of African Americans
Triple: [John Hope Franklin, notableWork, From Slavery to Freedom: A History of African Americans]
Generated description
From Slavery to Freedom: A History of African Americans is a landmark scholarly survey of African American history that traces Black life in the United States from its African origins through slavery, emancipation, and the modern civil rights era.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: From Slavery to Freedom: A History of African Americans
Target entity description: From Slavery to Freedom: A History of African Americans is a landmark scholarly survey of African American history that traces Black life in the United States from its African origins through slavery, emancipation, and the modern civil rights era.
  • A. Black Reconstruction in America
    Black Reconstruction in America is W. E. B. Du Bois’s landmark historical study that reinterprets the Reconstruction era as a period of Black political agency and class struggle, challenging dominant racist narratives in U.S. historiography.
  • B. Slavery and Freedom
    "Slavery and Freedom" is a philosophical work by Nicolas Berdyaev that explores the spiritual and existential dimensions of human freedom in contrast to various forms of inner and outer bondage.
  • C. Four Hundred Souls: A Community History of African America, 1619–2019
    Four Hundred Souls: A Community History of African America, 1619–2019 is a collaborative volume edited by Ibram X. Kendi and Keisha N. Blain that presents 400 years of African American history through short essays and poems by a diverse group of writers.
  • D. The Strange Career of Jim Crow
    The Strange Career of Jim Crow is a landmark historical study by C. Vann Woodward that traces the origins, evolution, and legal dismantling of racial segregation in the American South.
  • E. Black and White America
    "Black and White America" is a funk-rock and soul-infused studio album by American musician Lenny Kravitz that explores themes of race, identity, and social issues.
  • 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_69c008d13b8c8190be47d896eb735605 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c064c25530819080b29e0029175c00 completed March 22, 2026, 9:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69c5e47ecea08190828af72d30d69a8c completed March 27, 2026, 1:59 a.m.
NEDg Description generation batch_69c5e65cb59c8190a6c43dfcf3da7334 completed March 27, 2026, 2:07 a.m.
NED2 Entity disambiguation (via description) batch_69c5e723fbd08190b41d3089e4af117e completed March 27, 2026, 2:10 a.m.
Created at: March 22, 2026, 4:29 p.m.