Triple

T12091703
Position Surface form Disambiguated ID Type / Status
Subject Sheree Renée Thomas E287956 entity
Predicate notableWork P4 FINISHED
Object Dark Matter: A Century of Speculative Fiction from the African Diaspora
Dark Matter: A Century of Speculative Fiction from the African Diaspora is an influential anthology edited by Sheree Renée Thomas that collects a wide range of science fiction, fantasy, and speculative works by Black writers from across the African diaspora.
E964936 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: Dark Matter: A Century of Speculative Fiction from the African Diaspora | Statement: [Sheree Renée Thomas, notableWork, Dark Matter: A Century of Speculative Fiction from the African Diaspora]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dark Matter: A Century of Speculative Fiction from the African Diaspora
Context triple: [Sheree Renée Thomas, notableWork, Dark Matter: A Century of Speculative Fiction from the African Diaspora]
  • 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. 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.
  • D. Black Fire: An Anthology of Afro-American Writing
    Black Fire: An Anthology of Afro-American Writing is a landmark 1968 collection of poetry, fiction, drama, and essays by Black writers that helped define the aesthetics, politics, and cultural vision of the Black Arts Movement.
  • E. The Science Fiction Century
    The Science Fiction Century is a major anthology of science fiction stories edited by David G. Hartwell, showcasing landmark works from across the genre’s history.
  • 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: Dark Matter: A Century of Speculative Fiction from the African Diaspora
Triple: [Sheree Renée Thomas, notableWork, Dark Matter: A Century of Speculative Fiction from the African Diaspora]
Generated description
Dark Matter: A Century of Speculative Fiction from the African Diaspora is an influential anthology edited by Sheree Renée Thomas that collects a wide range of science fiction, fantasy, and speculative works by Black writers from across the African diaspora.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Dark Matter: A Century of Speculative Fiction from the African Diaspora
Target entity description: Dark Matter: A Century of Speculative Fiction from the African Diaspora is an influential anthology edited by Sheree Renée Thomas that collects a wide range of science fiction, fantasy, and speculative works by Black writers from across the African diaspora.
  • 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. 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.
  • D. Black Fire: An Anthology of Afro-American Writing
    Black Fire: An Anthology of Afro-American Writing is a landmark 1968 collection of poetry, fiction, drama, and essays by Black writers that helped define the aesthetics, politics, and cultural vision of the Black Arts Movement.
  • E. The Science Fiction Century
    The Science Fiction Century is a major anthology of science fiction stories edited by David G. Hartwell, showcasing landmark works from across the genre’s history.
  • 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_69d6ab4964708190850585628b287b0c completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d9151797988190b0d007ea806bcf02 completed April 10, 2026, 3:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69f5f66d1b44819091f638d2a621ecde completed May 2, 2026, 1:04 p.m.
NEDg Description generation batch_69f600b6769481909d0308c8f77b2ef3 completed May 2, 2026, 1:48 p.m.
NED2 Entity disambiguation (via description) batch_69f601e7f3b0819098a2245b9f9316b9 completed May 2, 2026, 1:53 p.m.
Created at: April 8, 2026, 9:48 p.m.