Triple

T8935914
Position Surface form Disambiguated ID Type / Status
Subject Brandy discography E212774 entity
Predicate includes P1393 FINISHED
Object Borderline (Brandy song)
"Borderline" is a 2020 R&B single by American singer Brandy, noted for its vulnerable lyrics and moody, atmospheric production from her album *B7*.
 E767048 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: Borderline (Brandy song) | Statement: [Brandy discography, includes, Borderline (Brandy song)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Borderline (Brandy song)
Context triple: [Brandy discography, includes, Borderline (Brandy song)]
  • A. Same Girl
    "Same Girl" is an R&B duet by R. Kelly and Usher in which they discover they are romantically involved with the same woman, known for its narrative style and twist ending.
  • B. Bad Girl
    "Bad Girl" is a high-energy R&B/pop single by Danity Kane known for its club-ready production and confident, empowering lyrics.
  • C. Brenda's Got a Baby
    "Brenda's Got a Baby" is a socially conscious hip-hop song by Tupac Shakur that tells the tragic story of a 12-year-old girl dealing with pregnancy, poverty, and neglect.
  • D. Bye Bye Bye
    "Bye Bye Bye" is a 2000 pop song by American boy band *NSYNC, widely recognized as one of their signature hits and a defining track of late-1990s and early-2000s teen pop.
  • E. Love Is a Battlefield
    "Love Is a Battlefield" is a 1983 pop-rock power ballad by Pat Benatar, known for its anthemic chorus and iconic music video depicting a young woman asserting her independence.
  • 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: Borderline (Brandy song)
Triple: [Brandy discography, includes, Borderline (Brandy song)]
Generated description
"Borderline" is a 2020 R&B single by American singer Brandy, noted for its vulnerable lyrics and moody, atmospheric production from her album *B7*.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Borderline (Brandy song)
Target entity description: "Borderline" is a 2020 R&B single by American singer Brandy, noted for its vulnerable lyrics and moody, atmospheric production from her album *B7*.
  • A. Same Girl
    "Same Girl" is an R&B duet by R. Kelly and Usher in which they discover they are romantically involved with the same woman, known for its narrative style and twist ending.
  • B. Bad Girl
    "Bad Girl" is a high-energy R&B/pop single by Danity Kane known for its club-ready production and confident, empowering lyrics.
  • C. Brenda's Got a Baby
    "Brenda's Got a Baby" is a socially conscious hip-hop song by Tupac Shakur that tells the tragic story of a 12-year-old girl dealing with pregnancy, poverty, and neglect.
  • D. Bye Bye Bye
    "Bye Bye Bye" is a 2000 pop song by American boy band *NSYNC, widely recognized as one of their signature hits and a defining track of late-1990s and early-2000s teen pop.
  • E. Love Is a Battlefield
    "Love Is a Battlefield" is a 1983 pop-rock power ballad by Pat Benatar, known for its anthemic chorus and iconic music video depicting a young woman asserting her independence.
  • 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_69ca839694c88190b324ffeb43d23b08 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc66928cec8190915636d663f843af completed April 1, 2026, 12:28 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfc1e241a08190bc935c4f0dde9d2f completed April 3, 2026, 1:34 p.m.
NEDg Description generation batch_69cfc2945a288190b780bae59c737702 completed April 3, 2026, 1:37 p.m.
NED2 Entity disambiguation (via description) batch_69cfc3087cac81908e1c178dd4606ade completed April 3, 2026, 1:39 p.m.
Created at: March 30, 2026, 6:58 p.m.