Triple

T8988786
Position Surface form Disambiguated ID Type / Status
Subject So Help Me God! E214734 entity
Predicate featuresArtist P1952 FINISHED
Object YoungBoy Never Broke Again
YoungBoy Never Broke Again is an American rapper and singer known for his prolific output, emotionally raw lyrics, and strong presence in the Southern hip-hop scene.
 E772070 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: YoungBoy Never Broke Again | Statement: [So Help Me God!, featuresArtist, YoungBoy Never Broke Again]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: YoungBoy Never Broke Again
Context triple: [So Help Me God!, featuresArtist, YoungBoy Never Broke Again]
  • A. Tha Mobb
    "Tha Mobb" is the hard-hitting, lyrically dense opening track by Lil Wayne from his acclaimed 2005 album *Tha Carter II*.
  • B. Young Niggaz
    "Young Niggaz" is a socially conscious track by 2Pac that reflects on the struggles, aspirations, and harsh realities faced by young Black men in America.
  • C. "Bad Boy for Life"
    "Bad Boy for Life" is a 2001 hip-hop single by P. Diddy featuring Black Rob and Mark Curry, known for its anthemic chorus and high-profile music video celebrating Bad Boy Records' resilience.
  • D. Homeboy
    "Homeboy" is a country song by American singer-songwriter Eric Church, known for its gritty storytelling about a troubled young man's path toward redemption.
  • E. Born 2 Rap
    Born 2 Rap is a studio album by American rapper The Game, widely regarded as his final full-length project and a reflective culmination of his career.
  • 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: YoungBoy Never Broke Again
Triple: [So Help Me God!, featuresArtist, YoungBoy Never Broke Again]
Generated description
YoungBoy Never Broke Again is an American rapper and singer known for his prolific output, emotionally raw lyrics, and strong presence in the Southern hip-hop scene.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: YoungBoy Never Broke Again
Target entity description: YoungBoy Never Broke Again is an American rapper and singer known for his prolific output, emotionally raw lyrics, and strong presence in the Southern hip-hop scene.
  • A. Tha Mobb
    "Tha Mobb" is the hard-hitting, lyrically dense opening track by Lil Wayne from his acclaimed 2005 album *Tha Carter II*.
  • B. Young Niggaz
    "Young Niggaz" is a socially conscious track by 2Pac that reflects on the struggles, aspirations, and harsh realities faced by young Black men in America.
  • C. "Bad Boy for Life"
    "Bad Boy for Life" is a 2001 hip-hop single by P. Diddy featuring Black Rob and Mark Curry, known for its anthemic chorus and high-profile music video celebrating Bad Boy Records' resilience.
  • D. Homeboy
    "Homeboy" is a country song by American singer-songwriter Eric Church, known for its gritty storytelling about a troubled young man's path toward redemption.
  • E. Born 2 Rap
    Born 2 Rap is a studio album by American rapper The Game, widely regarded as his final full-length project and a reflective culmination of his career.
  • 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_69ca839f76bc8190a4b7123cdd682199 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc67f0fed8819098ef3c88f9ef8045 completed April 1, 2026, 12:33 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfd0c58c94819095979b82a50cb77d completed April 3, 2026, 2:37 p.m.
NEDg Description generation batch_69cfd1a32a64819090d423a99ab75362 completed April 3, 2026, 2:41 p.m.
NED2 Entity disambiguation (via description) batch_69cfd250593881908312200ba7bba617 completed April 3, 2026, 2:44 p.m.
Created at: March 30, 2026, 7:04 p.m.