Triple

T8022681
Position Surface form Disambiguated ID Type / Status
Subject Bad and Boujee E186774 entity
Predicate influencedBy P9 FINISHED
Object AtlantaTrapScene
AtlantaTrapScene is a regional hip-hop movement centered in Atlanta, Georgia, known for its heavy 808-driven beats, dark melodic production, and street-oriented lyrics that have heavily shaped modern trap music.
E707761 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: AtlantaTrapScene | Statement: [Bad and Boujee, influencedBy, AtlantaTrapScene]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: AtlantaTrapScene
Context triple: [Bad and Boujee, influencedBy, AtlantaTrapScene]
  • A. Atlanta Beat
    Atlanta Beat was a professional women's soccer team that competed in the early 2000s Women's United Soccer Association (WUSA) in the United States.
  • B. Houston chopped and screwed movement
    The Houston chopped and screwed movement is a distinctive hip-hop subculture and production style from Houston, Texas, characterized by dramatically slowed-down beats, record scratching, and beat juggling that create a hazy, hypnotic sound.
  • C. Underground Atlanta
    Underground Atlanta is a historic shopping and entertainment district in downtown Atlanta, Georgia, known for its restored 19th-century storefronts, nightlife, and tourist attractions.
  • D. New York drill scene
    The New York drill scene is a regional offshoot of drill music centered in New York City, known for its aggressive beats, gritty street narratives, and prominent artists who helped bring the sound into mainstream hip-hop.
  • E. Chitlin' Circuit
    The Chitlin' Circuit was an informal network of venues across the United States where Black entertainers performed during segregation, serving as a crucial foundation for African American music, comedy, and theater.
  • 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: AtlantaTrapScene
Triple: [Bad and Boujee, influencedBy, AtlantaTrapScene]
Generated description
AtlantaTrapScene is a regional hip-hop movement centered in Atlanta, Georgia, known for its heavy 808-driven beats, dark melodic production, and street-oriented lyrics that have heavily shaped modern trap music.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: AtlantaTrapScene
Target entity description: AtlantaTrapScene is a regional hip-hop movement centered in Atlanta, Georgia, known for its heavy 808-driven beats, dark melodic production, and street-oriented lyrics that have heavily shaped modern trap music.
  • A. Atlanta Beat
    Atlanta Beat was a professional women's soccer team that competed in the early 2000s Women's United Soccer Association (WUSA) in the United States.
  • B. Houston chopped and screwed movement
    The Houston chopped and screwed movement is a distinctive hip-hop subculture and production style from Houston, Texas, characterized by dramatically slowed-down beats, record scratching, and beat juggling that create a hazy, hypnotic sound.
  • C. Underground Atlanta
    Underground Atlanta is a historic shopping and entertainment district in downtown Atlanta, Georgia, known for its restored 19th-century storefronts, nightlife, and tourist attractions.
  • D. New York drill scene
    The New York drill scene is a regional offshoot of drill music centered in New York City, known for its aggressive beats, gritty street narratives, and prominent artists who helped bring the sound into mainstream hip-hop.
  • E. Chitlin' Circuit
    The Chitlin' Circuit was an informal network of venues across the United States where Black entertainers performed during segregation, serving as a crucial foundation for African American music, comedy, and theater.
  • 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_69ca82ad4e2c8190a693e3c9e30fe66f completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb3e8fb6788190a16413051ec26988 completed March 31, 2026, 3:25 a.m.
NED1 Entity disambiguation (via context triple) batch_69cc56cdce588190abba45c24dc7a5e7 completed March 31, 2026, 11:20 p.m.
NEDg Description generation batch_69cc58aac4288190a2be4691fc740171 completed March 31, 2026, 11:28 p.m.
NED2 Entity disambiguation (via description) batch_69cc5cbaefb481909eb325f0d27675c0 completed March 31, 2026, 11:46 p.m.
Created at: March 30, 2026, 5:21 p.m.