Triple

T20831145
Position Surface form Disambiguated ID Type / Status
Subject Lil Bibby E512827 entity
Predicate notableSong P4 FINISHED
Object You Ain't Gang
"You Ain't Gang" is a popular drill track by Chicago rapper Lil Bibby known for its gritty lyrics and street-oriented themes.
 E1452720 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: You Ain't Gang | Statement: [Lil Bibby, notableSong, You Ain't Gang]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: You Ain't Gang
Context triple: [Lil Bibby, notableSong, You Ain't Gang]
  • A. You Ain't the First
    "You Ain't the First" is an acoustic, country-tinged rock song by Guns N' Roses known for its laid-back, barroom style and breakup-themed lyrics.
  • B. I Ain’t Never
    "I Ain’t Never" is a popular country song co-written and recorded by Mel Tillis that became one of his signature hits.
  • C. Ain't No Song
    "Ain't No Song" is a track from James Taylor's 1974 studio album "Walking Man."
  • D. Ain't Shit
    "Ain't Shit" is a confrontational, R&B-influenced track by Doja Cat known for its explicit lyrics and viral popularity on social media platforms.
  • E. Ain't No Right
    "Ain't No Right" is a song by the American alternative rock band Jane's Addiction from their influential 1990 album Ritual de lo Habitual.
  • 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: You Ain't Gang
Triple: [Lil Bibby, notableSong, You Ain't Gang]
Generated description
"You Ain't Gang" is a popular drill track by Chicago rapper Lil Bibby known for its gritty lyrics and street-oriented themes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: You Ain't Gang
Target entity description: "You Ain't Gang" is a popular drill track by Chicago rapper Lil Bibby known for its gritty lyrics and street-oriented themes.
  • A. You Ain't the First
    "You Ain't the First" is an acoustic, country-tinged rock song by Guns N' Roses known for its laid-back, barroom style and breakup-themed lyrics.
  • B. I Ain’t Never
    "I Ain’t Never" is a popular country song co-written and recorded by Mel Tillis that became one of his signature hits.
  • C. Ain't No Song
    "Ain't No Song" is a track from James Taylor's 1974 studio album "Walking Man."
  • D. Ain't Shit
    "Ain't Shit" is a confrontational, R&B-influenced track by Doja Cat known for its explicit lyrics and viral popularity on social media platforms.
  • E. Ain't No Right
    "Ain't No Right" is a song by the American alternative rock band Jane's Addiction from their influential 1990 album Ritual de lo Habitual.
  • 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_69e0b4cf62a88190bbf92351e9e57259 completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6c3224e788190bfc4d3dcbaa674a7 completed April 21, 2026, 12:21 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0900808ae48190ad706c5de31acbd4 completed May 16, 2026, 11:40 p.m.
NEDg Description generation batch_6a09016ee480819085bfe8ab3ee79b88 completed May 16, 2026, 11:44 p.m.
NED2 Entity disambiguation (via description) batch_6a09024abbd081908d47b3f9f5d28561 completed May 16, 2026, 11:48 p.m.
Created at: April 16, 2026, 12:42 p.m.