Triple

T18504122
Position Surface form Disambiguated ID Type / Status
Subject Cheryl James E452155 entity
Predicate notableWork P4 FINISHED
Object Very Necessary (album) — 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: Very Necessary (album) | Statement: [Cheryl James, notableWork, Very Necessary (album)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Very Necessary (album)
Context triple: [Cheryl James, notableWork, Very Necessary (album)]
  • A. By All Means Necessary
    "By All Means Necessary" is a politically charged hip-hop album by KRS-One (as Boogie Down Productions), known for its socially conscious lyrics and iconic cover referencing Malcolm X.
  • B. Nice for What
    "Nice for What" is a 2018 Drake single produced by Murda Beatz that blends bounce-influenced hip hop with a prominent Lauryn Hill sample and became a major chart-topping hit.
  • C. Sweet Nothing
    "Sweet Nothing" is a 2012 electro house song by Scottish DJ and producer Calvin Harris featuring vocals from Florence Welch that became a major international hit.
  • D. Sweet Nothing
    "Sweet Nothing" is a gentle, introspective love song by Taylor Swift from her 2022 album *Midnights*, co-written and produced with Jack Antonoff.
  • E. The Very Edge
    The Very Edge is a 1963 British thriller film starring Anne Heywood as a woman terrorized by a psychopathic killer.
  • 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: Very Necessary (album)
Target entity description: Very Necessary is a 1993 hip hop album by Salt-N-Pepa that became one of their most commercially successful and influential releases, featuring hits like “Shoop” and “Whatta Man.”
  • A. By All Means Necessary
    "By All Means Necessary" is a politically charged hip-hop album by KRS-One (as Boogie Down Productions), known for its socially conscious lyrics and iconic cover referencing Malcolm X.
  • B. Nice for What
    "Nice for What" is a 2018 Drake single produced by Murda Beatz that blends bounce-influenced hip hop with a prominent Lauryn Hill sample and became a major chart-topping hit.
  • C. Sweet Nothing
    "Sweet Nothing" is a 2012 electro house song by Scottish DJ and producer Calvin Harris featuring vocals from Florence Welch that became a major international hit.
  • D. Sweet Nothing
    "Sweet Nothing" is a gentle, introspective love song by Taylor Swift from her 2022 album *Midnights*, co-written and produced with Jack Antonoff.
  • E. The Very Edge
    The Very Edge is a 1963 British thriller film starring Anne Heywood as a woman terrorized by a psychopathic killer.
  • 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_69d8d386df84819092355ebb260d848e completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e53341063c81908361b0eb78794145 completed April 19, 2026, 7:55 p.m.
Created at: April 10, 2026, 11:36 a.m.