Triple

T23295062
Position Surface form Disambiguated ID Type / Status
Subject Ricardo Bell E590143 entity
Predicate notableWork P4 FINISHED
Object Hootie Mack (album, as member of Bell Biv DeVoe)
Hootie Mack is the second studio album by R&B/hip-hop group Bell Biv DeVoe, showcasing their signature blend of new jack swing and street-oriented R&B.
E1581416 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: Hootie Mack (album, as member of Bell Biv DeVoe) | Statement: [Ricardo Bell, notableWork, Hootie Mack (album, as member of Bell Biv DeVoe)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hootie Mack (album, as member of Bell Biv DeVoe)
Context triple: [Ricardo Bell, notableWork, Hootie Mack (album, as member of Bell Biv DeVoe)]
  • A. Bell Biv DeVoe
    Bell Biv DeVoe is an American R&B/hip-hop group formed by New Edition members Ricky Bell, Michael Bivins, and Ronnie DeVoe, best known for their influential 1990 hit "Poison" and their role in pioneering the new jack swing sound.
  • B. Hootie Hoo
    "Hootie Hoo" is a song by the American hip hop duo Outkast from their influential debut album *Southernplayalisticadillacmuzik*.
  • C. Dru Hill
    Dru Hill is an American R&B group from Baltimore known for their smooth harmonies and late-1990s hits blending soulful ballads with hip-hop influences.
  • D. The Undisputed Truth
    The Undisputed Truth is a socially conscious hip-hop album by American rapper Brother Ali, known for its politically charged lyrics and introspective storytelling.
  • E. The Undisputed Truth
    The Undisputed Truth was an American psychedelic soul and funk group best known for their socially conscious lyrics, experimental production, and the hit single "Smiling Faces Sometimes."
  • 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: Hootie Mack (album, as member of Bell Biv DeVoe)
Triple: [Ricardo Bell, notableWork, Hootie Mack (album, as member of Bell Biv DeVoe)]
Generated description
Hootie Mack is the second studio album by R&B/hip-hop group Bell Biv DeVoe, showcasing their signature blend of new jack swing and street-oriented R&B.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hootie Mack (album, as member of Bell Biv DeVoe)
Target entity description: Hootie Mack is the second studio album by R&B/hip-hop group Bell Biv DeVoe, showcasing their signature blend of new jack swing and street-oriented R&B.
  • A. Bell Biv DeVoe
    Bell Biv DeVoe is an American R&B/hip-hop group formed by New Edition members Ricky Bell, Michael Bivins, and Ronnie DeVoe, best known for their influential 1990 hit "Poison" and their role in pioneering the new jack swing sound.
  • B. Hootie Hoo
    "Hootie Hoo" is a song by the American hip hop duo Outkast from their influential debut album *Southernplayalisticadillacmuzik*.
  • C. Dru Hill
    Dru Hill is an American R&B group from Baltimore known for their smooth harmonies and late-1990s hits blending soulful ballads with hip-hop influences.
  • D. The Undisputed Truth
    The Undisputed Truth is a socially conscious hip-hop album by American rapper Brother Ali, known for its politically charged lyrics and introspective storytelling.
  • E. The Undisputed Truth
    The Undisputed Truth was an American psychedelic soul and funk group best known for their socially conscious lyrics, experimental production, and the hit single "Smiling Faces Sometimes."
  • 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_69e25d1af9d88190a0b9b5e8fa608618 completed April 17, 2026, 4:17 p.m.
NER Named-entity recognition batch_69f196cdce7081908ca1cf9107b87f61 completed April 29, 2026, 5:27 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c4c92b3f88190b4149ec072522e49 completed May 19, 2026, 11:42 a.m.
NEDg Description generation batch_6a0c4ef9dcc48190b0c0ca52555f5490 completed May 19, 2026, 11:52 a.m.
NED2 Entity disambiguation (via description) batch_6a0c506b25ec819084b9522fa827abe7 completed May 19, 2026, 11:58 a.m.
Created at: April 17, 2026, 5:03 p.m.