Triple

T12300905
Position Surface form Disambiguated ID Type / Status
Subject Alice Malsenior Tallulah-Kate Walker E293217 entity
Predicate notableWork P4 FINISHED
Object In Love & Trouble: Stories of Black Women
In Love & Trouble: Stories of Black Women is a short story collection by Alice Walker that explores the lives, struggles, and resilience of Black women in the American South.
E974003 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: In Love & Trouble: Stories of Black Women | Statement: [Alice Malsenior Tallulah-Kate Walker, notableWork, In Love & Trouble: Stories of Black Women]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: In Love & Trouble: Stories of Black Women
Context triple: [Alice Malsenior Tallulah-Kate Walker, notableWork, In Love & Trouble: Stories of Black Women]
  • A. In Search of Our Mothers' Gardens
    In Search of Our Mothers' Gardens is a collection of essays by Alice Walker that explores Black women's creativity, history, and resilience through literary criticism, biography, and personal reflection.
  • B. 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.
  • C. A Taste of Power: A Black Woman’s Story
    A Taste of Power: A Black Woman’s Story is Elaine Brown’s memoir recounting her rise to leadership in the Black Panther Party and her experiences as a Black woman navigating race, gender, and power in 1960s–70s America.
  • D. The Women of Brewster Place
    The Women of Brewster Place is a 1989 television miniseries adaptation of Gloria Naylor’s novel, depicting the interconnected struggles and resilience of Black women living in a rundown urban housing project.
  • E. The Book of Night Women
    The Book of Night Women is a historical novel by Jamaican author Marlon James that follows an enslaved woman’s coming of age amid a violent slave revolt on a Jamaican sugar plantation.
  • 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: In Love & Trouble: Stories of Black Women
Triple: [Alice Malsenior Tallulah-Kate Walker, notableWork, In Love & Trouble: Stories of Black Women]
Generated description
In Love & Trouble: Stories of Black Women is a short story collection by Alice Walker that explores the lives, struggles, and resilience of Black women in the American South.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: In Love & Trouble: Stories of Black Women
Target entity description: In Love & Trouble: Stories of Black Women is a short story collection by Alice Walker that explores the lives, struggles, and resilience of Black women in the American South.
  • A. In Search of Our Mothers' Gardens
    In Search of Our Mothers' Gardens is a collection of essays by Alice Walker that explores Black women's creativity, history, and resilience through literary criticism, biography, and personal reflection.
  • B. 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.
  • C. A Taste of Power: A Black Woman’s Story
    A Taste of Power: A Black Woman’s Story is Elaine Brown’s memoir recounting her rise to leadership in the Black Panther Party and her experiences as a Black woman navigating race, gender, and power in 1960s–70s America.
  • D. The Women of Brewster Place
    The Women of Brewster Place is a 1989 television miniseries adaptation of Gloria Naylor’s novel, depicting the interconnected struggles and resilience of Black women living in a rundown urban housing project.
  • E. The Book of Night Women
    The Book of Night Women is a historical novel by Jamaican author Marlon James that follows an enslaved woman’s coming of age amid a violent slave revolt on a Jamaican sugar plantation.
  • 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_69d6ab6a2b50819082f6aedd32ed608a completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d93edb59908190bcef9d0cdc11081f completed April 10, 2026, 6:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69f61e7d757881908ac6af2b70a6dafe completed May 2, 2026, 3:55 p.m.
NEDg Description generation batch_69f61f5cc5608190a67a888eb5136ada completed May 2, 2026, 3:59 p.m.
NED2 Entity disambiguation (via description) batch_69f62006afcc8190b8e3b55a5fd8eaca completed May 2, 2026, 4:02 p.m.
Created at: April 8, 2026, 9:53 p.m.