Triple

T13640885
Position Surface form Disambiguated ID Type / Status
Subject Coolio E325970 entity
Predicate notableWork P4 FINISHED
Object Gangsta's Paradise (album)
Gangsta's Paradise is a 1995 hip hop album by Coolio that gained widespread acclaim and commercial success, driven by its Grammy-winning title track.
E1053613 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's Paradise (album) | Statement: [Coolio, notableWork, Gangsta's Paradise (album)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gangsta's Paradise (album)
Context triple: [Coolio, notableWork, Gangsta's Paradise (album)]
  • A. 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.
  • B. Gangster Trippin'
    "Gangster Trippin'" is a 1998 breakbeat-driven electronic single by Fatboy Slim, known for its heavy sampling and energetic, party-oriented sound.
  • C. Gangsta’s Paradise
    "Gangsta’s Paradise" is a 1995 hip-hop song by Coolio featuring L.V., best known for its introspective lyrics on urban struggle and its prominent use of a Stevie Wonder sample.
  • D. 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.
  • E. "Gangsta and Pimps"
    "Gangsta and Pimps" is a track from Lil Wayne’s 2002 studio album *500 Degreez*, showcasing his early Southern hip hop style and lyrical persona.
  • 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's Paradise (album)
Triple: [Coolio, notableWork, Gangsta's Paradise (album)]
Generated description
Gangsta's Paradise is a 1995 hip hop album by Coolio that gained widespread acclaim and commercial success, driven by its Grammy-winning title track.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gangsta's Paradise (album)
Target entity description: Gangsta's Paradise is a 1995 hip hop album by Coolio that gained widespread acclaim and commercial success, driven by its Grammy-winning title track.
  • A. 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.
  • B. Gangster Trippin'
    "Gangster Trippin'" is a 1998 breakbeat-driven electronic single by Fatboy Slim, known for its heavy sampling and energetic, party-oriented sound.
  • C. Gangsta’s Paradise
    "Gangsta’s Paradise" is a 1995 hip-hop song by Coolio featuring L.V., best known for its introspective lyrics on urban struggle and its prominent use of a Stevie Wonder sample.
  • D. 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.
  • E. "Gangsta and Pimps"
    "Gangsta and Pimps" is a track from Lil Wayne’s 2002 studio album *500 Degreez*, showcasing his early Southern hip hop style and lyrical persona.
  • 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_69d8076beddc8190a53156f5bea77f5e completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbc5aac7308190a3fd26baeade8f2a completed April 12, 2026, 4:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69f78af46fe481909c6f9a6f58f887d1 completed May 3, 2026, 5:50 p.m.
NEDg Description generation batch_69f78bd52b748190ab483ec7634a6549 completed May 3, 2026, 5:54 p.m.
NED2 Entity disambiguation (via description) batch_69f78d277c5c8190970cb3cd0fd32905 completed May 3, 2026, 6 p.m.
Created at: April 9, 2026, 9:51 p.m.