Triple

T11308212
Position Surface form Disambiguated ID Type / Status
Subject Sleepy Brown E267767 entity
Predicate notableFor P22 FINISHED
Object frequent collaborations with OutKast
Sleepy Brown is an American singer, songwriter, and producer best known as a key member of the Dungeon Family collective and for helping shape the sound of Southern hip hop and funk-influenced R&B.
 E917244 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: frequent collaborations with OutKast | Statement: [Sleepy Brown, notableFor, frequent collaborations with OutKast]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: frequent collaborations with OutKast
Context triple: [Sleepy Brown, notableFor, frequent collaborations with OutKast]
  • A. frequent collaborations with Big Sean
    Key Wane is an American hip-hop record producer and songwriter known for crafting melodic, soulful beats for major artists, particularly in the Detroit rap scene.
  • B. Outkast discography
    The Outkast discography encompasses the complete collection of albums, singles, and other musical releases by the influential American hip hop duo Outkast.
  • C. collaborations with Key Glock
    Collaborations with Key Glock refers to the joint songs and projects released by Memphis rapper Key Glock together with Chicago rapper Z-Money, blending their distinct Southern and Midwest trap styles.
  • D. Outkast – Speakerboxxx/The Love Below
    Outkast – Speakerboxxx/The Love Below is a critically acclaimed double album blending hip hop, funk, soul, and pop, widely celebrated for its innovation and featuring the hit singles "Hey Ya!" and "The Way You Move."
  • E. collaboration "Unforgettable" with French Montana
    The collaboration "Unforgettable" with French Montana is a globally popular hip-hop/R&B single known for its melodic hook, dancehall-influenced production, and breakout success on international music charts.
  • 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: frequent collaborations with OutKast
Triple: [Sleepy Brown, notableFor, frequent collaborations with OutKast]
Generated description
Sleepy Brown is an American singer, songwriter, and producer best known as a key member of the Dungeon Family collective and for helping shape the sound of Southern hip hop and funk-influenced R&B.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: frequent collaborations with OutKast
Target entity description: Sleepy Brown is an American singer, songwriter, and producer best known as a key member of the Dungeon Family collective and for helping shape the sound of Southern hip hop and funk-influenced R&B.
  • A. frequent collaborations with Big Sean
    Key Wane is an American hip-hop record producer and songwriter known for crafting melodic, soulful beats for major artists, particularly in the Detroit rap scene.
  • B. Outkast discography
    The Outkast discography encompasses the complete collection of albums, singles, and other musical releases by the influential American hip hop duo Outkast.
  • C. collaborations with Key Glock
    Collaborations with Key Glock refers to the joint songs and projects released by Memphis rapper Key Glock together with Chicago rapper Z-Money, blending their distinct Southern and Midwest trap styles.
  • D. Outkast – Speakerboxxx/The Love Below
    Outkast – Speakerboxxx/The Love Below is a critically acclaimed double album blending hip hop, funk, soul, and pop, widely celebrated for its innovation and featuring the hit singles "Hey Ya!" and "The Way You Move."
  • E. collaboration "Unforgettable" with French Montana
    The collaboration "Unforgettable" with French Montana is a globally popular hip-hop/R&B single known for its melodic hook, dancehall-influenced production, and breakout success on international music charts.
  • 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_69d6aaca5c24819083db46a30d86cb34 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e9bf87d88190904c2d174578ebbf completed April 9, 2026, 6:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69e50a70022081908bc74185003a3503 completed April 19, 2026, 5:01 p.m.
NEDg Description generation batch_69e510fb1e288190a7a38fe896d7b91d completed April 19, 2026, 5:29 p.m.
NED2 Entity disambiguation (via description) batch_69e516bec3e481909cbd0d9c683d2191 completed April 19, 2026, 5:54 p.m.
Created at: April 8, 2026, 9:32 p.m.