Triple

T4866791
Position Surface form Disambiguated ID Type / Status
Subject bell hooks E108989 entity
Predicate notableWork P4 FINISHED
Object Talking Back: Thinking Feminist, Thinking Black
"Talking Back: Thinking Feminist, Thinking Black" is a collection of essays by bell hooks that explores Black feminist thought, voice, and resistance against racism and sexism.
E476959 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: Talking Back: Thinking Feminist, Thinking Black | Statement: [bell hooks, notableWork, Talking Back: Thinking Feminist, Thinking Black]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Talking Back: Thinking Feminist, Thinking Black
Context triple: [bell hooks, notableWork, Talking Back: Thinking Feminist, Thinking Black]
  • A. 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.
  • B. Feminist Theory: From Margin to Center
    Feminist Theory: From Margin to Center is a foundational feminist text by bell hooks that critiques mainstream feminism’s focus on white, middle-class women and argues for a more inclusive, intersectional movement centered on the experiences of marginalized groups.
  • C. Black feminist thought
    Black feminist thought is a body of theory and scholarship that centers the lived experiences, knowledge, and resistance of Black women to analyze and challenge intersecting systems of racism, sexism, classism, and other forms of oppression.
  • D. 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.
  • E. Race-ing Justice, En-gendering Power
    Race-ing Justice, En-gendering Power is an edited collection of essays, compiled by Toni Morrison, that examines the intersections of race, gender, and power in the context of American law, culture, and politics.
  • 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: Talking Back: Thinking Feminist, Thinking Black
Triple: [bell hooks, notableWork, Talking Back: Thinking Feminist, Thinking Black]
Generated description
"Talking Back: Thinking Feminist, Thinking Black" is a collection of essays by bell hooks that explores Black feminist thought, voice, and resistance against racism and sexism.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Talking Back: Thinking Feminist, Thinking Black
Target entity description: "Talking Back: Thinking Feminist, Thinking Black" is a collection of essays by bell hooks that explores Black feminist thought, voice, and resistance against racism and sexism.
  • A. 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.
  • B. Feminist Theory: From Margin to Center
    Feminist Theory: From Margin to Center is a foundational feminist text by bell hooks that critiques mainstream feminism’s focus on white, middle-class women and argues for a more inclusive, intersectional movement centered on the experiences of marginalized groups.
  • C. Black feminist thought
    Black feminist thought is a body of theory and scholarship that centers the lived experiences, knowledge, and resistance of Black women to analyze and challenge intersecting systems of racism, sexism, classism, and other forms of oppression.
  • D. 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.
  • E. Race-ing Justice, En-gendering Power
    Race-ing Justice, En-gendering Power is an edited collection of essays, compiled by Toni Morrison, that examines the intersections of race, gender, and power in the context of American law, culture, and politics.
  • 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_69bd440d96a48190b0c87069adef2af1 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd6d7a42f88190bb1ef7261bcbc2a8 completed March 20, 2026, 3:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69be67e5d96c8190b2a509d9fb81211a completed March 21, 2026, 9:41 a.m.
NEDg Description generation batch_69be693b36b08190a0de648f0c5bdc60 completed March 21, 2026, 9:47 a.m.
NED2 Entity disambiguation (via description) batch_69be69a16b0c8190b0a787bb54b31fc3 completed March 21, 2026, 9:49 a.m.
Created at: March 20, 2026, 1:26 p.m.