Triple

T16870134
Position Surface form Disambiguated ID Type / Status
Subject Freeman A. Hrabowski III E421145 entity
Predicate coAuthorOf P2389 FINISHED
Object Beating the Odds: Raising Academically Successful African American Males
"Beating the Odds: Raising Academically Successful African American Males" is an educational book that explores strategies, research, and real-life examples for supporting and promoting the academic success of African American male students.
E1238405 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: Beating the Odds: Raising Academically Successful African American Males | Statement: [Freeman A. Hrabowski III, coAuthorOf, Beating the Odds: Raising Academically Successful African American Males]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Beating the Odds: Raising Academically Successful African American Males
Context triple: [Freeman A. Hrabowski III, coAuthorOf, Beating the Odds: Raising Academically Successful African American Males]
  • A. 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.
  • B. Becoming Dad: Black Men and the Journey to Fatherhood
    "Becoming Dad: Black Men and the Journey to Fatherhood" is a nonfiction book by Leonard Pitts Jr. that explores the experiences, challenges, and emotional realities of Black fatherhood in America.
  • C. 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.
  • D. Tell Them We Are Rising: The Story of Black Colleges and Universities
    Tell Them We Are Rising: The Story of Black Colleges and Universities is a documentary film that chronicles the history, impact, and ongoing legacy of historically Black colleges and universities in the United States.
  • E. How to Make Black America Better
    "How to Make Black America Better" is a nonfiction book edited by broadcaster Tavis Smiley that compiles essays and recommendations from prominent Black leaders on strategies for improving the social, economic, and political conditions of African Americans.
  • 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: Beating the Odds: Raising Academically Successful African American Males
Triple: [Freeman A. Hrabowski III, coAuthorOf, Beating the Odds: Raising Academically Successful African American Males]
Generated description
"Beating the Odds: Raising Academically Successful African American Males" is an educational book that explores strategies, research, and real-life examples for supporting and promoting the academic success of African American male students.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Beating the Odds: Raising Academically Successful African American Males
Target entity description: "Beating the Odds: Raising Academically Successful African American Males" is an educational book that explores strategies, research, and real-life examples for supporting and promoting the academic success of African American male students.
  • A. 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.
  • B. Becoming Dad: Black Men and the Journey to Fatherhood
    "Becoming Dad: Black Men and the Journey to Fatherhood" is a nonfiction book by Leonard Pitts Jr. that explores the experiences, challenges, and emotional realities of Black fatherhood in America.
  • C. 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.
  • D. Tell Them We Are Rising: The Story of Black Colleges and Universities
    Tell Them We Are Rising: The Story of Black Colleges and Universities is a documentary film that chronicles the history, impact, and ongoing legacy of historically Black colleges and universities in the United States.
  • E. How to Make Black America Better
    "How to Make Black America Better" is a nonfiction book edited by broadcaster Tavis Smiley that compiles essays and recommendations from prominent Black leaders on strategies for improving the social, economic, and political conditions of African Americans.
  • 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_69d889d470fc8190b4aec199636c0c56 completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e3b50b85c08190b35d1c45ee0e9675 completed April 18, 2026, 4:44 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00c2aeb9908190964a9403402186fb completed May 10, 2026, 5:38 p.m.
NEDg Description generation batch_6a00c3c25e9481908327bb6646212368 completed May 10, 2026, 5:43 p.m.
NED2 Entity disambiguation (via description) batch_6a00c44e37b48190a62b315ddbbd4ec4 completed May 10, 2026, 5:45 p.m.
Created at: April 10, 2026, 5:29 a.m.