Triple

T10264820
Position Surface form Disambiguated ID Type / Status
Subject Home: Social Essays E240685 entity
Predicate hasPart P35 FINISHED
Object “Afro-American Literature and Class Struggle”
“Afro-American Literature and Class Struggle” is a critical essay examining how African American literary works engage with issues of race, class, and social struggle.
E851794 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: “Afro-American Literature and Class Struggle” | Statement: [Home: Social Essays, hasPart, “Afro-American Literature and Class Struggle”]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: “Afro-American Literature and Class Struggle”
Context triple: [Home: Social Essays, hasPart, “Afro-American Literature and Class Struggle”]
  • A. “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.
  • B. Essays on Black American Literature
    Essays on Black American Literature is a critical collection that examines the themes, history, and cultural significance of African American writing.
  • C. Blues, Ideology, and Afro-American Literature
    "Blues, Ideology, and Afro-American Literature" is a seminal critical study that explores how blues music shapes the aesthetics, politics, and cultural theory of African American literary expression.
  • D. The Poetry of the Negro, 1746–1949
    The Poetry of the Negro, 1746–1949 is a landmark anthology that surveys two centuries of Black poetry from Africa, the Caribbean, and the Americas, helping to define and canonize African diasporic literary traditions.
  • E. The Making of Black Revolutionaries
    The Making of Black Revolutionaries is James Forman’s autobiographical account of his life and leadership in the civil rights and Black Power movements, offering an insider’s history of the Student Nonviolent Coordinating Committee (SNCC) and 1960s Black activism.
  • 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: “Afro-American Literature and Class Struggle”
Triple: [Home: Social Essays, hasPart, “Afro-American Literature and Class Struggle”]
Generated description
“Afro-American Literature and Class Struggle” is a critical essay examining how African American literary works engage with issues of race, class, and social struggle.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: “Afro-American Literature and Class Struggle”
Target entity description: “Afro-American Literature and Class Struggle” is a critical essay examining how African American literary works engage with issues of race, class, and social struggle.
  • A. “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.
  • B. Essays on Black American Literature
    Essays on Black American Literature is a critical collection that examines the themes, history, and cultural significance of African American writing.
  • C. Blues, Ideology, and Afro-American Literature
    "Blues, Ideology, and Afro-American Literature" is a seminal critical study that explores how blues music shapes the aesthetics, politics, and cultural theory of African American literary expression.
  • D. The Poetry of the Negro, 1746–1949
    The Poetry of the Negro, 1746–1949 is a landmark anthology that surveys two centuries of Black poetry from Africa, the Caribbean, and the Americas, helping to define and canonize African diasporic literary traditions.
  • E. The Making of Black Revolutionaries
    The Making of Black Revolutionaries is James Forman’s autobiographical account of his life and leadership in the civil rights and Black Power movements, offering an insider’s history of the Student Nonviolent Coordinating Committee (SNCC) and 1960s Black activism.
  • 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_69d381a94c1881908fc38fc263d9b9c2 completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4d25f17ec8190ac57836d36cb39db completed April 7, 2026, 9:46 a.m.
NED1 Entity disambiguation (via context triple) batch_69d6f7ff3f808190b4a8a021f44e2176 completed April 9, 2026, 12:51 a.m.
NEDg Description generation batch_69d6fcabb5a08190a26c068163f48878 completed April 9, 2026, 1:11 a.m.
NED2 Entity disambiguation (via description) batch_69d6fd7212b88190b410b8e1cc6f56fd completed April 9, 2026, 1:14 a.m.
Created at: April 6, 2026, 11:33 a.m.