Triple

T17458211
Position Surface form Disambiguated ID Type / Status
Subject DJ Hurricane E425085 entity
Predicate associatedAct P37 FINISHED
Object The Afros
The Afros were a late-1980s/early-1990s hip hop group known for their humorous, Afrocentric style and connection to the Beastie Boys’ DJ Hurricane.
 E1270594 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: The Afros | Statement: [DJ Hurricane, associatedAct, The Afros]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: The Afros
Context triple: [DJ Hurricane, associatedAct, The Afros]
  • A. The Blacks
    The Blacks is a provocative 1959 play by French writer Jean Genet that explores race, power, and performance through an avant-garde, ritualized drama.
  • B. Blackzilians
    Blackzilians was a prominent mixed martial arts team and training camp based in South Florida, known for housing many elite UFC and Bellator fighters.
  • C. Mambo Kings
    Mambo Kings is a 1992 musical drama film about two Cuban brothers pursuing a Latin music career in 1950s New York City.
  • D. Les Nubians
    Les Nubians are a French Afro-soul and R&B duo of sisters known for their smooth harmonies, multilingual lyrics, and fusion of neo-soul, hip-hop, and African influences.
  • E. Afro Bros
    Afro Bros are a Dutch DJ and production duo known for their Latin-influenced dance and reggaeton hits and high-energy club tracks.
  • 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: The Afros
Triple: [DJ Hurricane, associatedAct, The Afros]
Generated description
The Afros were a late-1980s/early-1990s hip hop group known for their humorous, Afrocentric style and connection to the Beastie Boys’ DJ Hurricane.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: The Afros
Target entity description: The Afros were a late-1980s/early-1990s hip hop group known for their humorous, Afrocentric style and connection to the Beastie Boys’ DJ Hurricane.
  • A. The Blacks
    The Blacks is a provocative 1959 play by French writer Jean Genet that explores race, power, and performance through an avant-garde, ritualized drama.
  • B. Blackzilians
    Blackzilians was a prominent mixed martial arts team and training camp based in South Florida, known for housing many elite UFC and Bellator fighters.
  • C. Mambo Kings
    Mambo Kings is a 1992 musical drama film about two Cuban brothers pursuing a Latin music career in 1950s New York City.
  • D. Les Nubians
    Les Nubians are a French Afro-soul and R&B duo of sisters known for their smooth harmonies, multilingual lyrics, and fusion of neo-soul, hip-hop, and African influences.
  • E. Afro Bros
    Afro Bros are a Dutch DJ and production duo known for their Latin-influenced dance and reggaeton hits and high-energy club tracks.
  • 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_69d889db0ba481908402409af3b37917 completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e4514385e48190b97a257bb3d07d2d completed April 19, 2026, 3:51 a.m.
NED1 Entity disambiguation (via context triple) batch_6a01b820024c8190bd8f083b426f82f5 completed May 11, 2026, 11:06 a.m.
NEDg Description generation batch_6a01b90e68d08190be86aee8d6692ce1 completed May 11, 2026, 11:10 a.m.
NED2 Entity disambiguation (via description) batch_6a01b993324081908b561700bbeac11c completed May 11, 2026, 11:12 a.m.
Created at: April 10, 2026, 5:47 a.m.