Triple

T16870135
Position Surface form Disambiguated ID Type / Status
Subject Freeman A. Hrabowski III E421145 entity
Predicate coAuthorOf P2389 FINISHED
Object Overcoming the Odds: Raising Academically Successful African American Young Women
"Overcoming the Odds: Raising Academically Successful African American Young Women" is a research-based book that examines the factors, strategies, and support systems that foster high academic achievement among African American girls and young women.
E1239720 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: Overcoming the Odds: Raising Academically Successful African American Young Women | Statement: [Freeman A. Hrabowski III, coAuthorOf, Overcoming the Odds: Raising Academically Successful African American Young Women]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Overcoming the Odds: Raising Academically Successful African American Young Women
Context triple: [Freeman A. Hrabowski III, coAuthorOf, Overcoming the Odds: Raising Academically Successful African American Young Women]
  • A. 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.
  • B. Holding Fast to Dreams: Empowering Youth from the Civil Rights Crusade to STEM Achievement
    "Holding Fast to Dreams: Empowering Youth from the Civil Rights Crusade to STEM Achievement" is a memoir and educational manifesto that traces Freeman A. Hrabowski III’s journey from the civil rights movement to leading efforts that inspire and support underrepresented youth in science, technology, engineering, and mathematics.
  • C. 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.
  • D. “Gender Talk: The Struggle for Women’s Equality in African American Communities”
    “Gender Talk: The Struggle for Women’s Equality in African American Communities” is a scholarly book by Johnnetta B. Cole that examines the intersections of race and gender and advocates for women’s equality within African American communities.
  • E. 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.
  • 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: Overcoming the Odds: Raising Academically Successful African American Young Women
Triple: [Freeman A. Hrabowski III, coAuthorOf, Overcoming the Odds: Raising Academically Successful African American Young Women]
Generated description
"Overcoming the Odds: Raising Academically Successful African American Young Women" is a research-based book that examines the factors, strategies, and support systems that foster high academic achievement among African American girls and young women.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Overcoming the Odds: Raising Academically Successful African American Young Women
Target entity description: "Overcoming the Odds: Raising Academically Successful African American Young Women" is a research-based book that examines the factors, strategies, and support systems that foster high academic achievement among African American girls and young women.
  • A. 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.
  • B. Holding Fast to Dreams: Empowering Youth from the Civil Rights Crusade to STEM Achievement
    "Holding Fast to Dreams: Empowering Youth from the Civil Rights Crusade to STEM Achievement" is a memoir and educational manifesto that traces Freeman A. Hrabowski III’s journey from the civil rights movement to leading efforts that inspire and support underrepresented youth in science, technology, engineering, and mathematics.
  • C. 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.
  • D. “Gender Talk: The Struggle for Women’s Equality in African American Communities”
    “Gender Talk: The Struggle for Women’s Equality in African American Communities” is a scholarly book by Johnnetta B. Cole that examines the intersections of race and gender and advocates for women’s equality within African American communities.
  • E. 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.
  • 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_6a00c7a27f548190963c35f40f4420f8 completed May 10, 2026, 6 p.m.
NEDg Description generation batch_6a00c9059a2c819099ede5a7b6e25b18 completed May 10, 2026, 6:05 p.m.
NED2 Entity disambiguation (via description) batch_6a00c9d1c6a0819083635b8246cc82e7 completed May 10, 2026, 6:09 p.m.
Created at: April 10, 2026, 5:29 a.m.