Triple

T896011
Position Surface form Disambiguated ID Type / Status
Subject Clive Davis E19347 entity
Predicate workedWithArtist P8554 FINISHED
Object Toni Braxton
Toni Braxton is an American R&B singer and songwriter known for her rich contralto voice and hits like "Un-Break My Heart," making her one of the best-selling female artists of the 1990s.
 E115702 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: Toni Braxton | Statement: [Clive Davis, workedWithArtist, Toni Braxton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Toni Braxton
Context triple: [Clive Davis, workedWithArtist, Toni Braxton]
  • A. Mary J. Blige
    Mary J. Blige is an American singer, songwriter, and actress widely known as the "Queen of Hip-Hop Soul" for her influential blend of R&B, soul, and hip-hop.
  • B. Keyshia Cole
    Keyshia Cole is an American R&B singer, songwriter, and television personality known for her soulful vocals and hit albums in the 2000s.
  • C. Faith Evans
    Faith Evans is an American R&B singer, songwriter, and record producer known for her soulful vocals, Grammy-winning hits, and marriage to The Notorious B.I.G.
  • D. Jill Scott
    Jill Scott is an American singer-songwriter, poet, and actress known for her soulful neo-soul music and powerful, expressive vocals.
  • E. Mariah Carey
    Mariah Carey is an American singer, songwriter, and producer renowned for her five-octave vocal range, melismatic singing style, and a long string of chart-topping pop and R&B hits since the early 1990s.
  • 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: Toni Braxton
Triple: [Clive Davis, workedWithArtist, Toni Braxton]
Generated description
Toni Braxton is an American R&B singer and songwriter known for her rich contralto voice and hits like "Un-Break My Heart," making her one of the best-selling female artists of the 1990s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Toni Braxton
Target entity description: Toni Braxton is an American R&B singer and songwriter known for her rich contralto voice and hits like "Un-Break My Heart," making her one of the best-selling female artists of the 1990s.
  • A. Mary J. Blige
    Mary J. Blige is an American singer, songwriter, and actress widely known as the "Queen of Hip-Hop Soul" for her influential blend of R&B, soul, and hip-hop.
  • B. Keyshia Cole
    Keyshia Cole is an American R&B singer, songwriter, and television personality known for her soulful vocals and hit albums in the 2000s.
  • C. Faith Evans
    Faith Evans is an American R&B singer, songwriter, and record producer known for her soulful vocals, Grammy-winning hits, and marriage to The Notorious B.I.G.
  • D. Jill Scott
    Jill Scott is an American singer-songwriter, poet, and actress known for her soulful neo-soul music and powerful, expressive vocals.
  • E. Mariah Carey
    Mariah Carey is an American singer, songwriter, and producer renowned for her five-octave vocal range, melismatic singing style, and a long string of chart-topping pop and R&B hits since the early 1990s.
  • 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_69a4939d37188190848be3d426ebc9ae completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4b2b9339081909af5ab231be39bb0 completed March 1, 2026, 9:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac1cd167188190aa05992376553550 completed March 7, 2026, 12:40 p.m.
NEDg Description generation batch_69ac1d724cc081908296855b3caa5a5f completed March 7, 2026, 12:43 p.m.
NED2 Entity disambiguation (via description) batch_69ac1e04dc6c8190bcf9c4ffacc78aef completed March 7, 2026, 12:45 p.m.
Created at: March 1, 2026, 7:39 p.m.