Triple

T8158237
Position Surface form Disambiguated ID Type / Status
Subject Chief Keef E190506 entity
Predicate notableWork P4 FINISHED
Object Hate Bein' Sober
"Hate Bein' Sober" is a popular hip-hop track by Chief Keef featuring 50 Cent and Wiz Khalifa, known for its hard-hitting production and party-centric, rebellious lyrics.
E715208 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: Hate Bein' Sober | Statement: [Chief Keef, notableWork, Hate Bein' Sober]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hate Bein' Sober
Context triple: [Chief Keef, notableWork, Hate Bein' Sober]
  • A. Twist in My Sobriety
    "Twist in My Sobriety" is a melancholic 1988 art-pop song by British singer-songwriter Tanita Tikaram, known for its haunting vocals, oboe-led arrangement, and introspective lyrics.
  • B. Stone Cold Sober
    "Stone Cold Sober" is a soul-pop song by British singer Paloma Faith that served as her debut single and introduced her distinctive retro-influenced style.
  • C. 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.
  • D. Since I Started Drinkin' Again
    "Since I Started Drinkin' Again" is a country song by Dwight Yoakam featured on his 1990 album "If There Was a Way."
  • E. Comedown
    "Comedown" is a 1995 grunge-influenced rock song by Bush, known for its brooding lyrics and Gavin Rossdale's distinctive vocal performance.
  • 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: Hate Bein' Sober
Triple: [Chief Keef, notableWork, Hate Bein' Sober]
Generated description
"Hate Bein' Sober" is a popular hip-hop track by Chief Keef featuring 50 Cent and Wiz Khalifa, known for its hard-hitting production and party-centric, rebellious lyrics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hate Bein' Sober
Target entity description: "Hate Bein' Sober" is a popular hip-hop track by Chief Keef featuring 50 Cent and Wiz Khalifa, known for its hard-hitting production and party-centric, rebellious lyrics.
  • A. Twist in My Sobriety
    "Twist in My Sobriety" is a melancholic 1988 art-pop song by British singer-songwriter Tanita Tikaram, known for its haunting vocals, oboe-led arrangement, and introspective lyrics.
  • B. Stone Cold Sober
    "Stone Cold Sober" is a soul-pop song by British singer Paloma Faith that served as her debut single and introduced her distinctive retro-influenced style.
  • C. 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.
  • D. Since I Started Drinkin' Again
    "Since I Started Drinkin' Again" is a country song by Dwight Yoakam featured on his 1990 album "If There Was a Way."
  • E. Comedown
    "Comedown" is a 1995 grunge-influenced rock song by Bush, known for its brooding lyrics and Gavin Rossdale's distinctive vocal performance.
  • 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_69ca82bfeb6481909d07b91b5cf69f59 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb455213f08190a4327a2116c7381f completed March 31, 2026, 3:53 a.m.
NED1 Entity disambiguation (via context triple) batch_69ccbf21ab2c8190af23b4a3a4bdb543 completed April 1, 2026, 6:45 a.m.
NEDg Description generation batch_69ccc24c5684819093a4f58616122675 completed April 1, 2026, 6:59 a.m.
NED2 Entity disambiguation (via description) batch_69ccc38e85bc8190b0f4b2435a385f47 completed April 1, 2026, 7:04 a.m.
Created at: March 30, 2026, 5:38 p.m.