Triple
T9283862
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Robert C. Weaver |
E223135
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Negro Labor: A National Problem
"Negro Labor: A National Problem" is an influential scholarly study by economist Robert C. Weaver that analyzes the economic conditions, discrimination, and policy challenges facing African American workers in the United States.
|
E789572
|
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: Negro Labor: A National Problem | Statement: [Robert C. Weaver, notableWork, Negro Labor: A National Problem]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Negro Labor: A National Problem Context triple: [Robert C. Weaver, notableWork, Negro Labor: A National Problem]
-
A.
The Negro at Work in New York City
The Negro at Work in New York City is a pioneering early 20th-century sociological study examining the economic conditions, employment patterns, and social challenges faced by African Americans in New York City.
-
B.
The Future of the American Negro
"The Future of the American Negro" is an 1899 book by Booker T. Washington in which he outlines his views on African American progress through industrial education, self-help, and economic advancement in the post–Civil War United States.
-
C.
The Education of the Negro in the American Social Order
The Education of the Negro in the American Social Order is a seminal scholarly study examining the historical development, social context, and inequalities of African American education in the United States.
-
D.
The Story of the Negro
The Story of the Negro is a historical survey book by Arna Bontemps that traces the experiences, struggles, and contributions of African Americans from slavery through the early 20th century.
-
E.
An American Dilemma: The Negro Problem and Modern Democracy
An American Dilemma: The Negro Problem and Modern Democracy is a landmark 1944 sociological study by Swedish economist Gunnar Myrdal that examined racial segregation and discrimination in the United States and profoundly influenced postwar civil rights debates and Supreme Court decisions.
- 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: Negro Labor: A National Problem Triple: [Robert C. Weaver, notableWork, Negro Labor: A National Problem]
Generated description
"Negro Labor: A National Problem" is an influential scholarly study by economist Robert C. Weaver that analyzes the economic conditions, discrimination, and policy challenges facing African American workers in the United States.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Negro Labor: A National Problem Target entity description: "Negro Labor: A National Problem" is an influential scholarly study by economist Robert C. Weaver that analyzes the economic conditions, discrimination, and policy challenges facing African American workers in the United States.
-
A.
The Negro at Work in New York City
The Negro at Work in New York City is a pioneering early 20th-century sociological study examining the economic conditions, employment patterns, and social challenges faced by African Americans in New York City.
-
B.
The Future of the American Negro
"The Future of the American Negro" is an 1899 book by Booker T. Washington in which he outlines his views on African American progress through industrial education, self-help, and economic advancement in the post–Civil War United States.
-
C.
The Education of the Negro in the American Social Order
The Education of the Negro in the American Social Order is a seminal scholarly study examining the historical development, social context, and inequalities of African American education in the United States.
-
D.
The Story of the Negro
The Story of the Negro is a historical survey book by Arna Bontemps that traces the experiences, struggles, and contributions of African Americans from slavery through the early 20th century.
-
E.
An American Dilemma: The Negro Problem and Modern Democracy
An American Dilemma: The Negro Problem and Modern Democracy is a landmark 1944 sociological study by Swedish economist Gunnar Myrdal that examined racial segregation and discrimination in the United States and profoundly influenced postwar civil rights debates and Supreme Court decisions.
- 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_69ca842123588190b3f2e1a69037d141 |
completed | March 30, 2026, 2:09 p.m. |
| NER | Named-entity recognition | batch_69cd081e72988190917f425e64631837 |
completed | April 1, 2026, 11:57 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d0b2134d408190b21c7dc642549fe4 |
completed | April 4, 2026, 6:39 a.m. |
| NEDg | Description generation | batch_69d0b301659481909c1865884421fcde |
completed | April 4, 2026, 6:43 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d0b38ae1ec8190b36019d3a642290d |
completed | April 4, 2026, 6:45 a.m. |
Created at: March 30, 2026, 7:34 p.m.