Triple

T16870241
Position Surface form Disambiguated ID Type / Status
Subject Johnnetta B. Cole E421147 entity
Predicate notableWork P4 FINISHED
Object “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.
E1238409 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: “Gender Talk: The Struggle for Women’s Equality in African American Communities” | Statement: [Johnnetta B. Cole, notableWork, “Gender Talk: The Struggle for Women’s Equality in African American Communities”]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: “Gender Talk: The Struggle for Women’s Equality in African American Communities”
Context triple: [Johnnetta B. Cole, notableWork, “Gender Talk: The Struggle for Women’s Equality in African American Communities”]
  • A. Black Sexual Politics: African Americans, Gender, and the New Racism
    Black Sexual Politics: African Americans, Gender, and the New Racism is a seminal scholarly book that examines how race, gender, sexuality, and class intersect to shape the lives and representations of African Americans in contemporary U.S. society.
  • B. Ain’t I a Woman? Black Women and Feminism
    Ain’t I a Woman? Black Women and Feminism is a groundbreaking 1981 book by bell hooks that analyzes the intersection of racism and sexism in the lives, history, and representation of Black women.
  • C. Home Girls: A Black Feminist Anthology
    Home Girls: A Black Feminist Anthology is a landmark collection of writings by Black feminist scholars, activists, and writers that helped define and advance Black feminist thought in the late 20th century.
  • D. “Demarginalizing the Intersection of Race and Sex”
    “Demarginalizing the Intersection of Race and Sex” is a foundational legal scholarship article by Kimberlé Crenshaw that introduced and theorized intersectionality to explain how Black women’s experiences are obscured by single-axis analyses of race or gender.
  • E. Black Women in White America: A Documentary History
    Black Women in White America: A Documentary History is a pioneering historical anthology that compiles primary sources to illuminate the experiences, struggles, and contributions of Black women throughout U.S. history.
  • 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: “Gender Talk: The Struggle for Women’s Equality in African American Communities”
Triple: [Johnnetta B. Cole, notableWork, “Gender Talk: The Struggle for Women’s Equality in African American Communities”]
Generated description
“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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: “Gender Talk: The Struggle for Women’s Equality in African American Communities”
Target entity description: “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.
  • A. Black Sexual Politics: African Americans, Gender, and the New Racism
    Black Sexual Politics: African Americans, Gender, and the New Racism is a seminal scholarly book that examines how race, gender, sexuality, and class intersect to shape the lives and representations of African Americans in contemporary U.S. society.
  • B. Ain’t I a Woman? Black Women and Feminism
    Ain’t I a Woman? Black Women and Feminism is a groundbreaking 1981 book by bell hooks that analyzes the intersection of racism and sexism in the lives, history, and representation of Black women.
  • C. Home Girls: A Black Feminist Anthology
    Home Girls: A Black Feminist Anthology is a landmark collection of writings by Black feminist scholars, activists, and writers that helped define and advance Black feminist thought in the late 20th century.
  • D. “Demarginalizing the Intersection of Race and Sex”
    “Demarginalizing the Intersection of Race and Sex” is a foundational legal scholarship article by Kimberlé Crenshaw that introduced and theorized intersectionality to explain how Black women’s experiences are obscured by single-axis analyses of race or gender.
  • E. Black Women in White America: A Documentary History
    Black Women in White America: A Documentary History is a pioneering historical anthology that compiles primary sources to illuminate the experiences, struggles, and contributions of Black women throughout U.S. history.
  • 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.