Triple

T10078285
Position Surface form Disambiguated ID Type / Status
Subject Byron Bowers E213829 entity
Predicate notableWork P4 FINISHED
Object Byron Bowers: Spiritual N***a
"Byron Bowers: Spiritual N***a" is a stand-up comedy special in which comedian Byron Bowers blends personal storytelling, social commentary, and explorations of mental health and spirituality.
 E838466 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: Byron Bowers: Spiritual N***a | Statement: [Byron Bowers, notableWork, Byron Bowers: Spiritual N***a]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Byron Bowers: Spiritual N***a
Context triple: [Byron Bowers, notableWork, Byron Bowers: Spiritual N***a]
  • A. Bubba Sparxxx
    Bubba Sparxxx is an American rapper known for blending Southern hip hop with country influences, gaining prominence in the early 2000s with hits like "Ugly" and "Ms. New Booty."
  • B. Devin the Dude
    Devin the Dude is an American rapper and producer from Houston, Texas, known for his laid-back delivery, humorous storytelling, and cult following in Southern hip hop.
  • C. Nayvadius DeMun Wilburn
    Nayvadius DeMun Wilburn is an American rapper, singer, and songwriter known professionally as Future, recognized for his influential role in modern trap music.
  • D. Action Bronson
    Action Bronson is an American rapper, chef, and television personality known for his vivid, food-obsessed lyrics and charismatic presence on shows like "Fuck, That's Delicious."
  • E. Greg Porn
    Greg Porn is an American rapper known for his collaborations with The Roots, including his featured appearance on their album "Undun."
  • 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: Byron Bowers: Spiritual N***a
Triple: [Byron Bowers, notableWork, Byron Bowers: Spiritual N***a]
Generated description
"Byron Bowers: Spiritual N***a" is a stand-up comedy special in which comedian Byron Bowers blends personal storytelling, social commentary, and explorations of mental health and spirituality.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Byron Bowers: Spiritual N***a
Target entity description: "Byron Bowers: Spiritual N***a" is a stand-up comedy special in which comedian Byron Bowers blends personal storytelling, social commentary, and explorations of mental health and spirituality.
  • A. Bubba Sparxxx
    Bubba Sparxxx is an American rapper known for blending Southern hip hop with country influences, gaining prominence in the early 2000s with hits like "Ugly" and "Ms. New Booty."
  • B. Devin the Dude
    Devin the Dude is an American rapper and producer from Houston, Texas, known for his laid-back delivery, humorous storytelling, and cult following in Southern hip hop.
  • C. Nayvadius DeMun Wilburn
    Nayvadius DeMun Wilburn is an American rapper, singer, and songwriter known professionally as Future, recognized for his influential role in modern trap music.
  • D. Action Bronson
    Action Bronson is an American rapper, chef, and television personality known for his vivid, food-obsessed lyrics and charismatic presence on shows like "Fuck, That's Delicious."
  • E. Greg Porn
    Greg Porn is an American rapper known for his collaborations with The Roots, including his featured appearance on their album "Undun."
  • 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_69ca839bf730819086900c323c9b8c95 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cdd030a0fc819084b523e8e63636fa completed April 2, 2026, 2:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69d29ad05bbc8190b103d66c9e786c86 completed April 5, 2026, 5:24 p.m.
NEDg Description generation batch_69d29ba6bf6c8190a5eb9fd5f8b6fcb3 completed April 5, 2026, 5:28 p.m.
NED2 Entity disambiguation (via description) batch_69d29c7e1f0c8190890b1f4a245006a4 completed April 5, 2026, 5:31 p.m.
Created at: March 30, 2026, 9 p.m.