Triple

T17041078
Position Surface form Disambiguated ID Type / Status
Subject Manning Marable E413446 entity
Predicate notableWork P4 FINISHED
Object Living Black History: How Reimagining the African-American Past Can Remake America’s Racial Future
"Living Black History: How Reimagining the African-American Past Can Remake America’s Racial Future" is a scholarly work that examines how reinterpreting African-American history can inform and transform contemporary struggles for racial justice in the United States.
E1247525 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: Living Black History: How Reimagining the African-American Past Can Remake America’s Racial Future | Statement: [Manning Marable, notableWork, Living Black History: How Reimagining the African-American Past Can Remake America’s Racial Future]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Living Black History: How Reimagining the African-American Past Can Remake America’s Racial Future
Context triple: [Manning Marable, notableWork, Living Black History: How Reimagining the African-American Past Can Remake America’s Racial Future]
  • A. 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.
  • B. Stamped from the Beginning: The Definitive History of Racist Ideas in America
    "Stamped from the Beginning: The Definitive History of Racist Ideas in America" is a National Book Award–winning work of nonfiction by Ibram X. Kendi that traces the origins, evolution, and impact of racist ideas throughout U.S. history.
  • C. How to Make Black America Better
    "How to Make Black America Better" is a nonfiction book edited by broadcaster Tavis Smiley that compiles essays and recommendations from prominent Black leaders on strategies for improving the social, economic, and political conditions of African Americans.
  • D. 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.
  • E. A Black Way of Seeing: From "Liberty" to Freedom
    A Black Way of Seeing: From "Liberty" to Freedom is a nonfiction book by Paul Robeson Jr. that examines American history and politics through a Black radical and human-rights-centered perspective.
  • 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: Living Black History: How Reimagining the African-American Past Can Remake America’s Racial Future
Triple: [Manning Marable, notableWork, Living Black History: How Reimagining the African-American Past Can Remake America’s Racial Future]
Generated description
"Living Black History: How Reimagining the African-American Past Can Remake America’s Racial Future" is a scholarly work that examines how reinterpreting African-American history can inform and transform contemporary struggles for racial justice in the United States.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Living Black History: How Reimagining the African-American Past Can Remake America’s Racial Future
Target entity description: "Living Black History: How Reimagining the African-American Past Can Remake America’s Racial Future" is a scholarly work that examines how reinterpreting African-American history can inform and transform contemporary struggles for racial justice in the United States.
  • A. 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.
  • B. Stamped from the Beginning: The Definitive History of Racist Ideas in America
    "Stamped from the Beginning: The Definitive History of Racist Ideas in America" is a National Book Award–winning work of nonfiction by Ibram X. Kendi that traces the origins, evolution, and impact of racist ideas throughout U.S. history.
  • C. How to Make Black America Better
    "How to Make Black America Better" is a nonfiction book edited by broadcaster Tavis Smiley that compiles essays and recommendations from prominent Black leaders on strategies for improving the social, economic, and political conditions of African Americans.
  • D. 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.
  • E. A Black Way of Seeing: From "Liberty" to Freedom
    A Black Way of Seeing: From "Liberty" to Freedom is a nonfiction book by Paul Robeson Jr. that examines American history and politics through a Black radical and human-rights-centered perspective.
  • 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_69d886cd18288190b006abab23f811b7 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3d8f6a0c08190a838279b83b55b72 completed April 18, 2026, 7:18 p.m.
NED1 Entity disambiguation (via context triple) batch_6a012338a95c8190951db96209edb61a completed May 11, 2026, 12:30 a.m.
NEDg Description generation batch_6a01241510048190ae1c459873f8a587 completed May 11, 2026, 12:34 a.m.
NED2 Entity disambiguation (via description) batch_6a0124e389908190b2ee3121be2c9383 completed May 11, 2026, 12:37 a.m.
Created at: April 10, 2026, 5:33 a.m.