Triple
T3373901
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Haki R. Madhubuti |
E71019
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Tough Notes: A Healing Call For Creating Exceptional Black Men
Tough Notes: A Healing Call For Creating Exceptional Black Men is a nonfiction book by poet and educator Haki R. Madhubuti that offers guidance, critique, and affirmation aimed at nurturing and empowering Black men and boys.
|
E352251
|
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: Tough Notes: A Healing Call For Creating Exceptional Black Men | Statement: [Haki R. Madhubuti, notableWork, Tough Notes: A Healing Call For Creating Exceptional Black Men]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tough Notes: A Healing Call For Creating Exceptional Black Men Context triple: [Haki R. Madhubuti, notableWork, Tough Notes: A Healing Call For Creating Exceptional Black Men]
-
A.
Black Feeling, Black Talk
Black Feeling, Black Talk is a groundbreaking 1968 poetry collection by Nikki Giovanni that powerfully explores Black identity, struggle, and pride during the Civil Rights era.
-
B.
The Making of Black Revolutionaries
The Making of Black Revolutionaries is James Forman’s autobiographical account of his life and leadership in the civil rights and Black Power movements, offering an insider’s history of the Student Nonviolent Coordinating Committee (SNCC) and 1960s Black activism.
-
C.
Black Profiles in Courage
Black Profiles in Courage is a nonfiction book by Kareem Abdul-Jabbar that highlights the lives and achievements of notable Black Americans who demonstrated exceptional bravery and leadership.
-
D.
Introduction to Black Studies
Introduction to Black Studies is a foundational textbook that systematically outlines the history, theory, and core themes of the academic field of Black Studies.
-
E.
The Beautiful Struggle
The Beautiful Struggle is Ta-Nehisi Coates’s coming-of-age memoir about growing up in Baltimore amid violence, hip-hop culture, and his father’s Black nationalist ideals.
- 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: Tough Notes: A Healing Call For Creating Exceptional Black Men Triple: [Haki R. Madhubuti, notableWork, Tough Notes: A Healing Call For Creating Exceptional Black Men]
Generated description
Tough Notes: A Healing Call For Creating Exceptional Black Men is a nonfiction book by poet and educator Haki R. Madhubuti that offers guidance, critique, and affirmation aimed at nurturing and empowering Black men and boys.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tough Notes: A Healing Call For Creating Exceptional Black Men Target entity description: Tough Notes: A Healing Call For Creating Exceptional Black Men is a nonfiction book by poet and educator Haki R. Madhubuti that offers guidance, critique, and affirmation aimed at nurturing and empowering Black men and boys.
-
A.
Black Feeling, Black Talk
Black Feeling, Black Talk is a groundbreaking 1968 poetry collection by Nikki Giovanni that powerfully explores Black identity, struggle, and pride during the Civil Rights era.
-
B.
The Making of Black Revolutionaries
The Making of Black Revolutionaries is James Forman’s autobiographical account of his life and leadership in the civil rights and Black Power movements, offering an insider’s history of the Student Nonviolent Coordinating Committee (SNCC) and 1960s Black activism.
-
C.
Black Profiles in Courage
Black Profiles in Courage is a nonfiction book by Kareem Abdul-Jabbar that highlights the lives and achievements of notable Black Americans who demonstrated exceptional bravery and leadership.
-
D.
Introduction to Black Studies
Introduction to Black Studies is a foundational textbook that systematically outlines the history, theory, and core themes of the academic field of Black Studies.
-
E.
The Beautiful Struggle
The Beautiful Struggle is Ta-Nehisi Coates’s coming-of-age memoir about growing up in Baltimore amid violence, hip-hop culture, and his father’s Black nationalist ideals.
- 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.