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.