Triple

T22453993
Position Surface form Disambiguated ID Type / Status
Subject Marques Houston E555064 entity
Predicate notableWork P4 FINISHED
Object Immature (R&B group) — NE NERFINISHED

How this triple was built (3 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: Immature (R&B group) | Statement: [Marques Houston, notableWork, Immature (R&B group)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Immature (R&B group)
Context triple: [Marques Houston, notableWork, Immature (R&B group)]
  • A. Moments (R&B group)
    Moments (R&B group) was a 1970s American R&B/soul vocal group best known for their smooth harmonies and hit ballads like "Love on a Two-Way Street."
  • B. A-Teens
    A-Teens were a Swedish pop group formed in the late 1990s, best known for their modern, teen-oriented covers of ABBA songs and subsequent original pop releases.
  • C. New Boyz
    New Boyz were an American hip hop duo known for helping popularize the jerkin dance movement with their 2009 hit single "You're a Jerk."
  • D. Silk (R&B group)
    Silk is an American R&B vocal group best known for their sensual slow jams and 1990s hits like "Freak Me."
  • E. 504 Boyz
    504 Boyz were a New Orleans-based hip hop group formed under Master P’s No Limit Records, known for their Southern rap style and early-2000s club hits.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Immature (R&B group)
Target entity description: Immature (also known as IMx) is a 1990s American R&B boy band best known for its smooth harmonies, teen-oriented image, and hits like "Never Lie."
  • A. Moments (R&B group)
    Moments (R&B group) was a 1970s American R&B/soul vocal group best known for their smooth harmonies and hit ballads like "Love on a Two-Way Street."
  • B. A-Teens
    A-Teens were a Swedish pop group formed in the late 1990s, best known for their modern, teen-oriented covers of ABBA songs and subsequent original pop releases.
  • C. New Boyz
    New Boyz were an American hip hop duo known for helping popularize the jerkin dance movement with their 2009 hit single "You're a Jerk."
  • D. Silk (R&B group)
    Silk is an American R&B vocal group best known for their sensual slow jams and 1990s hits like "Freak Me."
  • E. 504 Boyz
    504 Boyz were a New Orleans-based hip hop group formed under Master P’s No Limit Records, known for their Southern rap style and early-2000s club hits.
  • F. None of above. chosen

Provenance (2 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_69e11e5113208190ab58c6b595f9d1d0 completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f15b4d6368819082cafbbd83339fbf completed April 29, 2026, 1:13 a.m.
Created at: April 16, 2026, 8:48 p.m.