Triple

T5131190
Position Surface form Disambiguated ID Type / Status
Subject Toni Braxton E115702 entity
Predicate parent P120 FINISHED
Object Evelyn Braxton
Evelyn Braxton is an American opera singer, certified life coach, and matriarch of the Braxton family, best known as the mother of singer Toni Braxton and for appearing on the reality show "Braxton Family Values."
 E505563 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: Evelyn Braxton | Statement: [Toni Braxton, parent, Evelyn Braxton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Evelyn Braxton
Context triple: [Toni Braxton, parent, Evelyn Braxton]
  • A. 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.
  • B. 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.
  • C. Tamar Braxton
    Tamar Braxton is an American R&B singer, television personality, and member of the Braxton family, known for her powerful vocals, solo music career, and appearances on reality TV shows like "Braxton Family Values."
  • D. Traci Braxton
    Traci Braxton was an American singer, reality television personality, and radio host best known for appearing with her family on the reality series "Braxton Family Values" and for her solo R&B music career.
  • E. J. Holiday
    J. Holiday is an American R&B singer best known for his 2007 hit single "Bed" and his smooth, soulful vocal style.
  • 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: Evelyn Braxton
Triple: [Toni Braxton, parent, Evelyn Braxton]
Generated description
Evelyn Braxton is an American opera singer, certified life coach, and matriarch of the Braxton family, best known as the mother of singer Toni Braxton and for appearing on the reality show "Braxton Family Values."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Evelyn Braxton
Target entity description: Evelyn Braxton is an American opera singer, certified life coach, and matriarch of the Braxton family, best known as the mother of singer Toni Braxton and for appearing on the reality show "Braxton Family Values."
  • A. 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.
  • B. 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.
  • C. Tamar Braxton
    Tamar Braxton is an American R&B singer, television personality, and member of the Braxton family, known for her powerful vocals, solo music career, and appearances on reality TV shows like "Braxton Family Values."
  • D. Traci Braxton
    Traci Braxton was an American singer, reality television personality, and radio host best known for appearing with her family on the reality series "Braxton Family Values" and for her solo R&B music career.
  • E. J. Holiday
    J. Holiday is an American R&B singer best known for his 2007 hit single "Bed" and his smooth, soulful vocal style.
  • 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_69bd444426bc819099ccd23f141e22aa completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd782904788190b544540483915c0e completed March 20, 2026, 4:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69bef7f117ac8190a03379437484627b completed March 21, 2026, 7:56 p.m.
NEDg Description generation batch_69bef933c4008190bea3a5a7e5de17e6 completed March 21, 2026, 8:01 p.m.
NED2 Entity disambiguation (via description) batch_69bef9a600908190bdaff60b7a514538 completed March 21, 2026, 8:03 p.m.
Created at: March 20, 2026, 1:42 p.m.