Triple

T269315
Position Surface form Disambiguated ID Type / Status
Subject Brandy E5593 entity
Predicate breakthroughAlbum P9650 FINISHED
Object Never Say Never E34893 NE FINISHED

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: Never Say Never | Statement: [Brandy, breakthroughAlbum, Never Say Never]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Never Say Never
Context triple: [Brandy, breakthroughAlbum, Never Say Never]
  • A. Never Say Never (album) chosen
    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.
  • 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. 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.
  • D. This Time
    "This Time" is a song featured on the album "Evolver" by the Christian rock band John Legend.
  • E. You Know My Name
    "You Know My Name" is a rock song by Chris Cornell best known as the theme for the 2006 James Bond film Casino Royale.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: breakthroughAlbum
Context triple: [Brandy, breakthroughAlbum, Never Say Never]
  • A. secondStudioAlbum
    Indicates that one entity is the second studio album released by another entity (typically an artist or band).
  • B. hasPartInDiscography
    Indicates that an entity (such as a song, album, or track) is included as a component within another entity’s discography.
  • C. releaseOf
    Indicates the act or event of something being set free, made available, or discharged from a prior state of containment, control, or restriction.
  • D. groundbreakingDate
    Indicates the date on which construction officially began for a building, structure, or project (i.e., when ground was first broken).
  • E. notableSingle
    Indicates that the subject is particularly recognized or distinguished for one specific, individual instance (such as a single work, event, or achievement).
  • 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_69a38f51aeac81908c6d398e650dc315 completed March 1, 2026, 12:58 a.m.
PD Predicate disambiguation batch_69a25b70d99c819085d8381a313a2a34 completed Feb. 28, 2026, 3:05 a.m.
PDg Predicate description generation batch_69a25d6ec9688190b2ba027756b57d25 completed Feb. 28, 2026, 3:13 a.m.
Created at: Feb. 28, 2026, 2:57 a.m.