Triple

T8158533
Position Surface form Disambiguated ID Type / Status
Subject Kehlani E190513 entity
Predicate notableWork P4 FINISHED
Object Gangsta
"Gangsta" is a dark, moody R&B track by Kehlani best known for its inclusion on the soundtrack of the film *Suicide Squad*.
E715228 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: Gangsta | Statement: [Kehlani, notableWork, Gangsta]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gangsta
Context triple: [Kehlani, notableWork, Gangsta]
  • A. Gangsta Gangsta
    "Gangsta Gangsta" is a seminal hardcore hip hop track by N.W.A that vividly portrays street life and helped define the sound and attitude of West Coast gangsta rap in the late 1980s.
  • B. DP Gangsta
    DP Gangsta is a track featured on Snoop Dogg’s 1998 studio album "Da Game Is to Be Sold, Not to Be Told."
  • C. Gangsta Luv
    "Gangsta Luv" is a hip hop/R&B single by Snoop Dogg featuring The-Dream, known for its smooth, melodic production and laid-back West Coast vibe.
  • D. Kurupt
    Kurupt is an American rapper and member of Tha Dogg Pound, known for his influential role in West Coast hip hop and collaborations with artists like Snoop Dogg and Dr. Dre.
  • E. Gangsta Grillz
    Gangsta Grillz is a popular mixtape series and brand created by DJ Drama, known for its influential role in 2000s hip-hop and Southern rap.
  • 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: Gangsta
Triple: [Kehlani, notableWork, Gangsta]
Generated description
"Gangsta" is a dark, moody R&B track by Kehlani best known for its inclusion on the soundtrack of the film *Suicide Squad*.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gangsta
Target entity description: "Gangsta" is a dark, moody R&B track by Kehlani best known for its inclusion on the soundtrack of the film *Suicide Squad*.
  • A. Gangsta Gangsta
    "Gangsta Gangsta" is a seminal hardcore hip hop track by N.W.A that vividly portrays street life and helped define the sound and attitude of West Coast gangsta rap in the late 1980s.
  • B. DP Gangsta
    DP Gangsta is a track featured on Snoop Dogg’s 1998 studio album "Da Game Is to Be Sold, Not to Be Told."
  • C. Gangsta Luv
    "Gangsta Luv" is a hip hop/R&B single by Snoop Dogg featuring The-Dream, known for its smooth, melodic production and laid-back West Coast vibe.
  • D. Kurupt
    Kurupt is an American rapper and member of Tha Dogg Pound, known for his influential role in West Coast hip hop and collaborations with artists like Snoop Dogg and Dr. Dre.
  • E. Gangsta Grillz
    Gangsta Grillz is a popular mixtape series and brand created by DJ Drama, known for its influential role in 2000s hip-hop and Southern rap.
  • 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.