Triple

T7005556
Position Surface form Disambiguated ID Type / Status
Subject Reginae Carter E162444 entity
Predicate mother P120 FINISHED
Object Toya Johnson
Toya Johnson is an American reality television personality, author, and entrepreneur best known for her appearances on BET’s "Tiny and Toya" and "Toya: A Family Affair" and for her high-profile relationships in the hip-hop community.
E635324 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: Toya Johnson | Statement: [Reginae Carter, mother, Toya Johnson]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Toya Johnson
Context triple: [Reginae Carter, mother, Toya Johnson]
  • A. Brenda Leigh Johnson
    Brenda Leigh Johnson is the sharp, determined Deputy Chief of the LAPD’s Major Crimes Division in the TV series "The Closer," known for her exceptional interrogation skills and unorthodox but effective investigative methods.
  • B. Deidra Roper
    Deidra Roper, better known by her stage name DJ Spinderella, is an American DJ, rapper, and producer best known as the longtime DJ of the pioneering hip hop group Salt-N-Pepa.
  • C. Wanya Morris
    Wanya Morris is an American R&B singer best known as a member of the vocal group Boyz II Men.
  • D. Nadine Tolliver
    Nadine Tolliver is a key fictional character in the political drama series "Madam Secretary," serving as the capable and loyal chief of staff to Secretary of State Elizabeth McCord.
  • E. Shalon Jackson
    Shalon Jackson is the son of American comedian and Academy Award–winning actress Mo'Nique.
  • 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: Toya Johnson
Triple: [Reginae Carter, mother, Toya Johnson]
Generated description
Toya Johnson is an American reality television personality, author, and entrepreneur best known for her appearances on BET’s "Tiny and Toya" and "Toya: A Family Affair" and for her high-profile relationships in the hip-hop community.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Toya Johnson
Target entity description: Toya Johnson is an American reality television personality, author, and entrepreneur best known for her appearances on BET’s "Tiny and Toya" and "Toya: A Family Affair" and for her high-profile relationships in the hip-hop community.
  • A. Brenda Leigh Johnson
    Brenda Leigh Johnson is the sharp, determined Deputy Chief of the LAPD’s Major Crimes Division in the TV series "The Closer," known for her exceptional interrogation skills and unorthodox but effective investigative methods.
  • B. Deidra Roper
    Deidra Roper, better known by her stage name DJ Spinderella, is an American DJ, rapper, and producer best known as the longtime DJ of the pioneering hip hop group Salt-N-Pepa.
  • C. Wanya Morris
    Wanya Morris is an American R&B singer best known as a member of the vocal group Boyz II Men.
  • D. Nadine Tolliver
    Nadine Tolliver is a key fictional character in the political drama series "Madam Secretary," serving as the capable and loyal chief of staff to Secretary of State Elizabeth McCord.
  • E. Shalon Jackson
    Shalon Jackson is the son of American comedian and Academy Award–winning actress Mo'Nique.
  • 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_69c6885928148190ae31909fbb5e9849 completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6dc34b5a88190a793e07dd4d0018b completed March 27, 2026, 7:36 p.m.
NED1 Entity disambiguation (via context triple) batch_69c76a3f5a088190bd0fa2080a8fa648 completed March 28, 2026, 5:42 a.m.
NEDg Description generation batch_69c76b67fc48819088ba80f1f84aa2f0 completed March 28, 2026, 5:47 a.m.
NED2 Entity disambiguation (via description) batch_69c76c46f9308190a7a1f0aa5284cef4 completed March 28, 2026, 5:51 a.m.
Created at: March 27, 2026, 2:33 p.m.