Triple
T17041075
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Manning Marable |
E413446
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
How Capitalism Underdeveloped Black America
How Capitalism Underdeveloped Black America is a seminal political and historical analysis that examines how capitalist structures and racism have systematically hindered the economic and social development of Black communities in the United States.
|
E1247522
|
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: How Capitalism Underdeveloped Black America | Statement: [Manning Marable, notableWork, How Capitalism Underdeveloped Black America]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: How Capitalism Underdeveloped Black America Context triple: [Manning Marable, notableWork, How Capitalism Underdeveloped Black America]
-
A.
Capitalism and Slavery
Capitalism and Slavery is a seminal historical study by Eric Williams that argues the rise and decline of slavery in the British Empire were fundamentally driven by economic forces tied to the development of capitalism.
-
B.
Class, Race, and Black Liberation
"Class, Race, and Black Liberation" is a political and theoretical work by communist leader Henry Winston that analyzes the intertwined struggles against racism and capitalism in the United States.
-
C.
Through Afro-America: An English Reading of the Race Problem
Through Afro-America: An English Reading of the Race Problem is a 1910 travelogue and social commentary in which British critic William Archer examines the conditions and racial dynamics of African Americans in the United States.
-
D.
The Covenant with Black America
The Covenant with Black America is a bestselling policy book that outlines a comprehensive plan to address social, economic, and political challenges facing African Americans in the United States.
-
E.
The Negro in American Civilization
The Negro in American Civilization is a seminal sociological study by Charles S. Johnson that examines the historical, economic, and social conditions shaping African American life in the United States.
- 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: How Capitalism Underdeveloped Black America Triple: [Manning Marable, notableWork, How Capitalism Underdeveloped Black America]
Generated description
How Capitalism Underdeveloped Black America is a seminal political and historical analysis that examines how capitalist structures and racism have systematically hindered the economic and social development of Black communities in the United States.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: How Capitalism Underdeveloped Black America Target entity description: How Capitalism Underdeveloped Black America is a seminal political and historical analysis that examines how capitalist structures and racism have systematically hindered the economic and social development of Black communities in the United States.
-
A.
Capitalism and Slavery
Capitalism and Slavery is a seminal historical study by Eric Williams that argues the rise and decline of slavery in the British Empire were fundamentally driven by economic forces tied to the development of capitalism.
-
B.
Class, Race, and Black Liberation
"Class, Race, and Black Liberation" is a political and theoretical work by communist leader Henry Winston that analyzes the intertwined struggles against racism and capitalism in the United States.
-
C.
Through Afro-America: An English Reading of the Race Problem
Through Afro-America: An English Reading of the Race Problem is a 1910 travelogue and social commentary in which British critic William Archer examines the conditions and racial dynamics of African Americans in the United States.
-
D.
The Covenant with Black America
The Covenant with Black America is a bestselling policy book that outlines a comprehensive plan to address social, economic, and political challenges facing African Americans in the United States.
-
E.
The Negro in American Civilization
The Negro in American Civilization is a seminal sociological study by Charles S. Johnson that examines the historical, economic, and social conditions shaping African American life in the United States.
- 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.