Triple

T269307
Position Surface form Disambiguated ID Type / Status
Subject Brandy E5593 entity
Predicate notableWork P4 FINISHED
Object Never Say Never (album)
Never Say Never is the multi-platinum 1998 R&B album by Brandy that features hits like "The Boy Is Mine" and solidified her status as a leading pop and R&B artist.
E34893 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: Never Say Never (album) | Statement: [Brandy, notableWork, Never Say Never (album)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Never Say Never (album)
Context triple: [Brandy, notableWork, Never Say Never (album)]
  • A. Forever (album)
    Forever is a 1997 R&B album by American singer Bobby Brown that marked his return to recording after a long hiatus, featuring a more mature sound and personal themes.
  • B. Once Again
    Once Again is John Legend's Grammy-winning second studio album, known for its soulful blend of R&B, pop, and neo-soul.
  • C. If This Isn’t Love
    "If This Isn’t Love" is an R&B ballad by Jennifer Hudson that showcases her powerful vocals and emotional delivery, released from her self-titled debut album.
  • D. Finding Forever
    Finding Forever is a 2007 hip-hop album by rapper Common, known for its soulful production and socially conscious lyrics.
  • E. This Time
    "This Time" is a song featured on the album "Evolver" by the Christian rock band John Legend.
  • 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: Never Say Never (album)
Triple: [Brandy, notableWork, Never Say Never (album)]
Generated description
Never Say Never is the multi-platinum 1998 R&B album by Brandy that features hits like "The Boy Is Mine" and solidified her status as a leading pop and R&B artist.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Never Say Never (album)
Target entity description: Never Say Never is the multi-platinum 1998 R&B album by Brandy that features hits like "The Boy Is Mine" and solidified her status as a leading pop and R&B artist.
  • A. Forever (album)
    Forever is a 1997 R&B album by American singer Bobby Brown that marked his return to recording after a long hiatus, featuring a more mature sound and personal themes.
  • B. Once Again
    Once Again is John Legend's Grammy-winning second studio album, known for its soulful blend of R&B, pop, and neo-soul.
  • C. If This Isn’t Love
    "If This Isn’t Love" is an R&B ballad by Jennifer Hudson that showcases her powerful vocals and emotional delivery, released from her self-titled debut album.
  • D. Finding Forever
    Finding Forever is a 2007 hip-hop album by rapper Common, known for its soulful production and socially conscious lyrics.
  • E. This Time
    "This Time" is a song featured on the album "Evolver" by the Christian rock band John Legend.
  • 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_69a25853594c8190b05ec3a586ec88bf completed Feb. 28, 2026, 2:52 a.m.
NER Named-entity recognition batch_69a25db00ed48190be6f598807265356 completed Feb. 28, 2026, 3:14 a.m.
NED1 Entity disambiguation (via context triple) batch_69a38b9220f08190a94ffd00bb7425fd completed March 1, 2026, 12:42 a.m.
NEDg Description generation batch_69a38cb1d5808190b548efd55de09523 completed March 1, 2026, 12:47 a.m.
NED2 Entity disambiguation (via description) batch_69a38d10782c8190beead28963b003ab completed March 1, 2026, 12:49 a.m.
Created at: Feb. 28, 2026, 2:57 a.m.