Triple

T13699432
Position Surface form Disambiguated ID Type / Status
Subject Ahmir Thompson E328477 entity
Predicate founded P104 FINISHED
Object OkayAfrica
OkayAfrica is a digital media platform and cultural hub that highlights contemporary African music, arts, and youth culture across the diaspora.
 E1056031 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: OkayAfrica | Statement: [Ahmir Thompson, founded, OkayAfrica]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: OkayAfrica
Context triple: [Ahmir Thompson, founded, OkayAfrica]
  • A. AFAFRICA
    AFAFRICA is the U.S. Air Force component command responsible for air operations and support across the United States Africa Command (AFRICOM) area of responsibility.
  • B. the African
    "The African" was the epithet of Afonso V of Portugal, a 15th-century king noted for his military campaigns in North Africa and support of early Portuguese expansion.
  • C. Africa/Brass
    Africa/Brass is a landmark 1961 jazz album by John Coltrane, noted for its rich orchestral arrangements and expansive, modal explorations.
  • D. Africa Live!
    Africa Live! is an immersive African-themed exhibit at the San Antonio Zoo featuring habitats and animals from the continent’s diverse ecosystems.
  • E. African Stars
    African Stars is a Namibian professional football club known for competing in the country’s top-tier league and winning multiple domestic titles.
  • 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: OkayAfrica
Triple: [Ahmir Thompson, founded, OkayAfrica]
Generated description
OkayAfrica is a digital media platform and cultural hub that highlights contemporary African music, arts, and youth culture across the diaspora.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: OkayAfrica
Target entity description: OkayAfrica is a digital media platform and cultural hub that highlights contemporary African music, arts, and youth culture across the diaspora.
  • A. AFAFRICA
    AFAFRICA is the U.S. Air Force component command responsible for air operations and support across the United States Africa Command (AFRICOM) area of responsibility.
  • B. the African
    "The African" was the epithet of Afonso V of Portugal, a 15th-century king noted for his military campaigns in North Africa and support of early Portuguese expansion.
  • C. Africa/Brass
    Africa/Brass is a landmark 1961 jazz album by John Coltrane, noted for its rich orchestral arrangements and expansive, modal explorations.
  • D. Africa Live!
    Africa Live! is an immersive African-themed exhibit at the San Antonio Zoo featuring habitats and animals from the continent’s diverse ecosystems.
  • E. African Stars
    African Stars is a Namibian professional football club known for competing in the country’s top-tier league and winning multiple domestic titles.
  • 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_69d8076ff62081908a7bd79889edd7a0 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbc878b57c819094e7ea6d1a64211f completed April 12, 2026, 4:29 p.m.
NED1 Entity disambiguation (via context triple) batch_69f794559e9c81909ef8a6d9b9f480b3 completed May 3, 2026, 6:30 p.m.
NEDg Description generation batch_69f798aab9c48190acaa78864e89411f completed May 3, 2026, 6:49 p.m.
NED2 Entity disambiguation (via description) batch_69f79943e4f4819098fa82cb6a32e08a completed May 3, 2026, 6:51 p.m.
Created at: April 9, 2026, 9:54 p.m.