Triple
T17041077
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Manning Marable |
E413446
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Beyond Black and White: Transforming African-American Politics
"Beyond Black and White: Transforming African-American Politics" is a scholarly book by historian Manning Marable that critically examines the evolution, challenges, and future directions of African-American political thought and activism in the United States.
|
E1247524
|
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: Beyond Black and White: Transforming African-American Politics | Statement: [Manning Marable, notableWork, Beyond Black and White: Transforming African-American Politics]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Beyond Black and White: Transforming African-American Politics Context triple: [Manning Marable, notableWork, Beyond Black and White: Transforming African-American Politics]
-
A.
The Black Experience in American Politics
The Black Experience in American Politics is a scholarly work that examines how systemic racism, power structures, and political institutions shape the political lives and struggles of Black Americans.
-
B.
The Breakthrough: Politics and Race in the Age of Obama
The Breakthrough: Politics and Race in the Age of Obama is a nonfiction book by journalist Gwen Ifill that examines the rise of a new generation of Black politicians in the context of Barack Obama’s ascent to the presidency.
-
C.
Adam Clayton Powell, Jr.: The Political Biography of an American Dilemma
"Adam Clayton Powell, Jr.: The Political Biography of an American Dilemma" is a scholarly biography by Charles V. Hamilton that examines the life, career, and complex legacy of influential African American congressman Adam Clayton Powell Jr.
-
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.
From Protest to Politics: The Future of the Civil Rights Movement
"From Protest to Politics: The Future of the Civil Rights Movement" is a seminal 1965 essay that argues the U.S. civil rights struggle must evolve from mass protest into organized political action to achieve lasting structural change.
- 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: Beyond Black and White: Transforming African-American Politics Triple: [Manning Marable, notableWork, Beyond Black and White: Transforming African-American Politics]
Generated description
"Beyond Black and White: Transforming African-American Politics" is a scholarly book by historian Manning Marable that critically examines the evolution, challenges, and future directions of African-American political thought and activism in the United States.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Beyond Black and White: Transforming African-American Politics Target entity description: "Beyond Black and White: Transforming African-American Politics" is a scholarly book by historian Manning Marable that critically examines the evolution, challenges, and future directions of African-American political thought and activism in the United States.
-
A.
The Black Experience in American Politics
The Black Experience in American Politics is a scholarly work that examines how systemic racism, power structures, and political institutions shape the political lives and struggles of Black Americans.
-
B.
The Breakthrough: Politics and Race in the Age of Obama
The Breakthrough: Politics and Race in the Age of Obama is a nonfiction book by journalist Gwen Ifill that examines the rise of a new generation of Black politicians in the context of Barack Obama’s ascent to the presidency.
-
C.
Adam Clayton Powell, Jr.: The Political Biography of an American Dilemma
"Adam Clayton Powell, Jr.: The Political Biography of an American Dilemma" is a scholarly biography by Charles V. Hamilton that examines the life, career, and complex legacy of influential African American congressman Adam Clayton Powell Jr.
-
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.
From Protest to Politics: The Future of the Civil Rights Movement
"From Protest to Politics: The Future of the Civil Rights Movement" is a seminal 1965 essay that argues the U.S. civil rights struggle must evolve from mass protest into organized political action to achieve lasting structural change.
- 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.