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.