Triple
T22188792
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hopes and Impediments |
E548362
|
entity |
| Predicate | hasPart |
P35
|
FINISHED |
| Object | “An Image of Africa: Racism in Conrad’s Heart of Darkness” |
—
|
NE NERFINISHED |
How this triple was built (3 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: “An Image of Africa: Racism in Conrad’s Heart of Darkness” | Statement: [Hopes and Impediments, hasPart, “An Image of Africa: Racism in Conrad’s Heart of Darkness”]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: “An Image of Africa: Racism in Conrad’s Heart of Darkness” Context triple: [Hopes and Impediments, hasPart, “An Image of Africa: Racism in Conrad’s Heart of Darkness”]
-
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.
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.
The Novel in Africa
"The Novel in Africa" is a reflective chapter in J.M. Coetzee’s *Elizabeth Costello* that explores the nature, challenges, and responsibilities of writing fiction on and about the African continent.
-
D.
Black Skin, White Masks
Black Skin, White Masks is a seminal 1952 work of anti-colonial theory and psychoanalysis in which Frantz Fanon examines the psychological effects of racism and colonialism on Black identity.
-
E.
The Language of African Literature
"The Language of African Literature" is an influential essay by Ngũgĩ wa Thiong’o that critiques the use of colonial languages in African writing and advocates for the promotion of indigenous African languages in literature.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: “An Image of Africa: Racism in Conrad’s Heart of Darkness” Target entity description: “An Image of Africa: Racism in Conrad’s Heart of Darkness” is Chinua Achebe’s influential critical essay that denounces Joseph Conrad’s novella for its dehumanizing portrayal of Africans and entrenched racist attitudes.
-
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.
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.
The Novel in Africa
"The Novel in Africa" is a reflective chapter in J.M. Coetzee’s *Elizabeth Costello* that explores the nature, challenges, and responsibilities of writing fiction on and about the African continent.
-
D.
Black Skin, White Masks
Black Skin, White Masks is a seminal 1952 work of anti-colonial theory and psychoanalysis in which Frantz Fanon examines the psychological effects of racism and colonialism on Black identity.
-
E.
The Language of African Literature
"The Language of African Literature" is an influential essay by Ngũgĩ wa Thiong’o that critiques the use of colonial languages in African writing and advocates for the promotion of indigenous African languages in literature.
- F. None of above. chosen
Provenance (2 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_69e11e3e0c7c8190b30d278845e2497e |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f12aab3d2c81908a3b5a5c127c4aac |
completed | April 28, 2026, 9:46 p.m. |
Created at: April 16, 2026, 8:35 p.m.