Triple
T4866793
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | bell hooks |
E108989
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Black Looks: Race and Representation
Black Looks: Race and Representation is a collection of critical essays by bell hooks that examines the politics of race, gender, and representation in popular culture and visual media.
|
E476961
|
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: Black Looks: Race and Representation | Statement: [bell hooks, notableWork, Black Looks: Race and Representation]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Black Looks: Race and Representation Context triple: [bell hooks, notableWork, Black Looks: Race and Representation]
-
A.
Racial Imaginary Institute
The Racial Imaginary Institute is a cultural and intellectual project that examines race, whiteness, and visual culture through art, scholarship, and public programming.
-
B.
Playing in the Dark: Whiteness and the Literary Imagination
Playing in the Dark: Whiteness and the Literary Imagination is Toni Morrison’s influential critical study examining how constructions of Blackness shape the themes, characters, and narratives of canonical American literature.
-
C.
Introduction to Black Studies
Introduction to Black Studies is a foundational textbook that systematically outlines the history, theory, and core themes of the academic field of Black Studies.
-
D.
Media Culture: Cultural Studies, Identity and Politics Between the Modern and the Postmodern
*Media Culture: Cultural Studies, Identity and Politics Between the Modern and the Postmodern* is a critical theory book by Douglas Kellner that analyzes how contemporary media shapes cultural identities, power relations, and political life in the transition from modernity to postmodernity.
-
E.
“Unspeakable Things Unspoken: The Afro-American Presence in American Literature”
“Unspeakable Things Unspoken: The Afro-American Presence in American Literature” is a seminal critical essay by Toni Morrison that examines how Black writers and racialized perspectives have been marginalized, erased, and yet structurally central within the American literary canon.
- 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: Black Looks: Race and Representation Triple: [bell hooks, notableWork, Black Looks: Race and Representation]
Generated description
Black Looks: Race and Representation is a collection of critical essays by bell hooks that examines the politics of race, gender, and representation in popular culture and visual media.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Black Looks: Race and Representation Target entity description: Black Looks: Race and Representation is a collection of critical essays by bell hooks that examines the politics of race, gender, and representation in popular culture and visual media.
-
A.
Racial Imaginary Institute
The Racial Imaginary Institute is a cultural and intellectual project that examines race, whiteness, and visual culture through art, scholarship, and public programming.
-
B.
Playing in the Dark: Whiteness and the Literary Imagination
Playing in the Dark: Whiteness and the Literary Imagination is Toni Morrison’s influential critical study examining how constructions of Blackness shape the themes, characters, and narratives of canonical American literature.
-
C.
Introduction to Black Studies
Introduction to Black Studies is a foundational textbook that systematically outlines the history, theory, and core themes of the academic field of Black Studies.
-
D.
Media Culture: Cultural Studies, Identity and Politics Between the Modern and the Postmodern
*Media Culture: Cultural Studies, Identity and Politics Between the Modern and the Postmodern* is a critical theory book by Douglas Kellner that analyzes how contemporary media shapes cultural identities, power relations, and political life in the transition from modernity to postmodernity.
-
E.
“Unspeakable Things Unspoken: The Afro-American Presence in American Literature”
“Unspeakable Things Unspoken: The Afro-American Presence in American Literature” is a seminal critical essay by Toni Morrison that examines how Black writers and racialized perspectives have been marginalized, erased, and yet structurally central within the American literary canon.
- 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.