Triple
T3373897
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Haki R. Madhubuti |
E71019
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Black Men: Obsolete, Single, Dangerous? The African American Family in Transition
"Black Men: Obsolete, Single, Dangerous? The African American Family in Transition" is a sociopolitical and cultural critique that examines the challenges facing African American men and families while advocating for self-determination, responsibility, and community empowerment.
|
E352247
|
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: Black Men: Obsolete, Single, Dangerous? The African American Family in Transition | Statement: [Haki R. Madhubuti, notableWork, Black Men: Obsolete, Single, Dangerous? The African American Family in Transition]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Black Men: Obsolete, Single, Dangerous? The African American Family in Transition Context triple: [Haki R. Madhubuti, notableWork, Black Men: Obsolete, Single, Dangerous? The African American Family in Transition]
-
A.
Moynihan Report on the African-American family
The Moynihan Report on the African-American family is a controversial 1965 U.S. government study that argued family structure and the legacy of slavery were central to understanding persistent Black poverty and inequality.
-
B.
The Negro Family: The Case for National Action
The Negro Family: The Case for National Action is a controversial 1965 U.S. government report by Daniel Patrick Moynihan that analyzed the social and economic challenges facing Black families and helped shape debates on race, poverty, and welfare policy.
-
C.
The Problems of Parenthood
"The Problems of Parenthood" is an episode of the nature documentary series *The Life of Birds* that explores how different bird species care for, protect, and raise their young.
-
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.
The Control of Parenthood
The Control of Parenthood is a book by Leonard Darwin that discusses eugenics and the social and ethical implications of regulating human reproduction.
- 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: Black Men: Obsolete, Single, Dangerous? The African American Family in Transition Triple: [Haki R. Madhubuti, notableWork, Black Men: Obsolete, Single, Dangerous? The African American Family in Transition]
Generated description
"Black Men: Obsolete, Single, Dangerous? The African American Family in Transition" is a sociopolitical and cultural critique that examines the challenges facing African American men and families while advocating for self-determination, responsibility, and community empowerment.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Black Men: Obsolete, Single, Dangerous? The African American Family in Transition Target entity description: "Black Men: Obsolete, Single, Dangerous? The African American Family in Transition" is a sociopolitical and cultural critique that examines the challenges facing African American men and families while advocating for self-determination, responsibility, and community empowerment.
-
A.
Moynihan Report on the African-American family
The Moynihan Report on the African-American family is a controversial 1965 U.S. government study that argued family structure and the legacy of slavery were central to understanding persistent Black poverty and inequality.
-
B.
The Negro Family: The Case for National Action
The Negro Family: The Case for National Action is a controversial 1965 U.S. government report by Daniel Patrick Moynihan that analyzed the social and economic challenges facing Black families and helped shape debates on race, poverty, and welfare policy.
-
C.
The Problems of Parenthood
"The Problems of Parenthood" is an episode of the nature documentary series *The Life of Birds* that explores how different bird species care for, protect, and raise their young.
-
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.
The Control of Parenthood
The Control of Parenthood is a book by Leonard Darwin that discusses eugenics and the social and ethical implications of regulating human reproduction.
- 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_69ad85a7f80c8190a05e43013f298942 |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adb2bf4ad88190a2c49dc30f323a13 |
completed | March 8, 2026, 5:32 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b33442f28c8190b48a662a5dd1bac3 |
completed | March 12, 2026, 9:46 p.m. |
| NEDg | Description generation | batch_69b334bd2cf081908503cb4cbdfc998c |
completed | March 12, 2026, 9:48 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b33529b31c8190811a659df8c5d2d4 |
completed | March 12, 2026, 9:50 p.m. |
Created at: March 8, 2026, 3:13 p.m.