Triple

T10048835
Position Surface form Disambiguated ID Type / Status
Subject U Don't Know Me (Like U Used To) E207686 entity
Predicate album P1995 FINISHED
Object Never Say Never
Never Say Never is Brandy’s acclaimed 1998 R&B album that 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 | Statement: [U Don't Know Me (Like U Used To), album, Never Say Never]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Never Say Never
Context triple: [U Don't Know Me (Like U Used To), album, Never Say Never]
  • A. Never Say Never
    "Never Say Never" is a pop song by Justin Bieber, featuring Jaden Smith, that gained widespread popularity as an inspirational anthem and tie-in to the film "The Karate Kid" (2010).
  • B. Never Say Never
    Never Say Never is a song featured on the R&B album "Put That on Everything."
  • C. 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.
  • D. Forever & Always
    "Forever & Always" is a country-pop breakup song by Taylor Swift, featured on her album "Fearless" and known for its emotional lyrics about a sudden end to a relationship.
  • E. Never Say Never (concert film)
    Never Say Never is a 2011 3D concert documentary film that follows Justin Bieber’s rise to fame and features performances from his My World Tour.
  • 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
Triple: [U Don't Know Me (Like U Used To), album, Never Say Never]
Generated description
Never Say Never is Brandy’s acclaimed 1998 R&B album that 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
Target entity description: Never Say Never is Brandy’s acclaimed 1998 R&B album that solidified her status as a leading pop and R&B artist.
  • A. Never Say Never
    "Never Say Never" is a pop song by Justin Bieber, featuring Jaden Smith, that gained widespread popularity as an inspirational anthem and tie-in to the film "The Karate Kid" (2010).
  • B. Never Say Never
    Never Say Never is a song featured on the R&B album "Put That on Everything."
  • C. 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.
  • D. Forever & Always
    "Forever & Always" is a country-pop breakup song by Taylor Swift, featured on her album "Fearless" and known for its emotional lyrics about a sudden end to a relationship.
  • E. Never Say Never (concert film)
    Never Say Never is a 2011 3D concert documentary film that follows Justin Bieber’s rise to fame and features performances from his My World Tour.
  • F. None of above.

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_69ca835ad0608190b7c80b292da004f5 completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cdcf8cf4f0819084d831e1986790be completed April 2, 2026, 2:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69d2828f3980819083d041f09e63d8e6 completed April 5, 2026, 3:41 p.m.
NEDg Description generation batch_69d28391f8fc8190964cdccaf5625617 completed April 5, 2026, 3:45 p.m.
NED2 Entity disambiguation (via description) batch_69d284604dc88190b452ee847d3390dd completed April 5, 2026, 3:48 p.m.
Created at: March 30, 2026, 8:56 p.m.