Triple

T23191573
Position Surface form Disambiguated ID Type / Status
Subject Boys to Men E579752 entity
Predicate album P1995 FINISHED
Object Heart Break — 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: Heart Break | Statement: [Boys to Men, album, Heart Break]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Heart Break
Context triple: [Boys to Men, album, Heart Break]
  • A. Heart Break
    Heart Break is a 1988 R&B album by New Edition that marked their successful transition to a more mature sound and introduced Johnny Gill to the group.
  • B. Heartbreaker
    "Heartbreaker" is a song by the British rock band Rainbow, featured on their 1979 album "Down to Earth."
  • C. Heartbreaker
    "Heartbreaker" is a 1982 pop ballad performed by Dionne Warwick, written and produced by the Bee Gees, and widely regarded as one of her signature hits.
  • D. Heartbreaker
    Heartbreaker is a 2010 French romantic comedy film in which Andrew Lincoln appears alongside Romain Duris and Vanessa Paradis.
  • E. Heartbreaker
    "Heartbreaker" is a 1979 rock song by Pat Benatar that became one of her signature hits and a staple of classic rock radio.
  • 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: Heart Break
Target entity description: "Heart Break" is a 1988 R&B album by New Edition that marked a more mature sound for the group and introduced Johnny Gill to the lineup.
  • A. Heart Break chosen
    Heart Break is a 1988 R&B album by New Edition that marked their successful transition to a more mature sound and introduced Johnny Gill to the group.
  • B. Heartbreaker
    Heartbreaker is a 2010 French romantic comedy film in which Andrew Lincoln appears alongside Romain Duris and Vanessa Paradis.
  • C. Heartbreaker
    Heartbreaker is a 2000 pop-rock song by Mariah Carey, known for its catchy hook and high-profile music video featuring actor Jerry O’Connell.
  • D. Heartbreaker
    "Heartbreaker" is a hard rock song by Led Zeppelin, renowned for its iconic guitar riff and Jimmy Page's influential unaccompanied solo.
  • E. Heartbreaker
    "Heartbreaker" is a song by the British rock band Rainbow, featured on their 1979 album "Down to Earth."
  • F. None of above.

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_69e24600eed08190bd7e5295653a1503 completed April 17, 2026, 2:38 p.m.
NER Named-entity recognition batch_69f18fd777c08190bf79e38844fedf27 completed April 29, 2026, 4:57 a.m.
Created at: April 17, 2026, 4:05 p.m.