Triple
T11167795
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Afrofuturism |
E264203
|
entity |
| Predicate | hasCoreTheme |
P6627
|
FINISHED |
| Object |
Black AI
Black AI is a speculative concept within Afrofuturism that envisions artificial intelligence shaped by Black cultural perspectives, histories, and futures, often as a tool for liberation and reimagining Black existence.
|
E908742
|
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 AI | Statement: [Afrofuturism, hasCoreTheme, Black AI]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Black AI Context triple: [Afrofuturism, hasCoreTheme, Black AI]
-
A.
AFROSAI
AFROSAI is the African regional organization that brings together the supreme audit institutions of African countries to promote good governance, accountability, and the exchange of auditing expertise.
-
B.
Blackness
Blackness is a small coastal village in West Lothian, Scotland, situated on the south shore of the Firth of Forth.
-
C.
Balck
Balck is a German surname most notably associated with Hermann Balck, a prominent Wehrmacht general during World War II.
-
D.
Blacko
Blacko is a small rural village in Lancashire, England, known for its scenic countryside and landmark Blacko Tower.
-
E.
Incognegro
Incognegro is a graphic novel by Mat Johnson and Warren Pleece that follows a light-skinned Black journalist who "passes" as white to investigate lynchings in the Jim Crow American South.
- 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 AI Triple: [Afrofuturism, hasCoreTheme, Black AI]
Generated description
Black AI is a speculative concept within Afrofuturism that envisions artificial intelligence shaped by Black cultural perspectives, histories, and futures, often as a tool for liberation and reimagining Black existence.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Black AI Target entity description: Black AI is a speculative concept within Afrofuturism that envisions artificial intelligence shaped by Black cultural perspectives, histories, and futures, often as a tool for liberation and reimagining Black existence.
-
A.
AFROSAI
AFROSAI is the African regional organization that brings together the supreme audit institutions of African countries to promote good governance, accountability, and the exchange of auditing expertise.
-
B.
Blackness
Blackness is a small coastal village in West Lothian, Scotland, situated on the south shore of the Firth of Forth.
-
C.
Balck
Balck is a German surname most notably associated with Hermann Balck, a prominent Wehrmacht general during World War II.
-
D.
Blacko
Blacko is a small rural village in Lancashire, England, known for its scenic countryside and landmark Blacko Tower.
-
E.
Incognegro
Incognegro is a graphic novel by Mat Johnson and Warren Pleece that follows a light-skinned Black journalist who "passes" as white to investigate lynchings in the Jim Crow American South.
- 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_69d6aa9dafac8190bd90d2c74f661aa7 |
completed | April 8, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69d7e88843cc81909e503f0921c6d297 |
completed | April 9, 2026, 5:57 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e463945e40819087c6bdbc322a6d54 |
completed | April 19, 2026, 5:09 a.m. |
| NEDg | Description generation | batch_69e46c37efec81908aa709587c37569d |
completed | April 19, 2026, 5:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e47292cdd08190b05c4c8b09f4f918 |
completed | April 19, 2026, 6:13 a.m. |
Created at: April 8, 2026, 9:29 p.m.