Triple

T7567985
Position Surface form Disambiguated ID Type / Status
Subject Michael Bivins E178967 entity
Predicate spouse P13 FINISHED
Object Teasha Bivins
Teasha Bivins is known as the wife of New Edition and Bell Biv DeVoe member Michael Bivins and has appeared with him in various public and media appearances.
E677627 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: Teasha Bivins | Statement: [Michael Bivins, spouse, Teasha Bivins]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Teasha Bivins
Context triple: [Michael Bivins, spouse, Teasha Bivins]
  • A. Jaleesa Vinson
    Jaleesa Vinson is a mature, independent college student and later career woman on the sitcom "A Different World," known for her no-nonsense attitude and role as a supportive friend and mentor.
  • B. Camille Yarbrough
    Camille Yarbrough is an American poet, singer, actress, and author whose spoken-word and musical work, particularly the piece sampled in Fatboy Slim’s “Praise You,” has been influential in soul, funk, and hip-hop.
  • C. Naturi Naughton
    Naturi Naughton is an American singer and actress best known as a former member of the R&B group 3LW and for her roles in projects like the TV series "Power" and the film "Notorious."
  • D. Mechelle Vinson
    Mechelle Vinson is the woman whose sexual harassment lawsuit led to the landmark U.S. Supreme Court case Meritor Savings Bank v. Vinson, which established that a hostile work environment can violate Title VII of the Civil Rights Act.
  • E. Keisha Thompson
    Keisha Thompson is a British poet, playwright, and theatre-maker who serves as the artistic director of Manchester’s Contact Theatre.
  • 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: Teasha Bivins
Triple: [Michael Bivins, spouse, Teasha Bivins]
Generated description
Teasha Bivins is known as the wife of New Edition and Bell Biv DeVoe member Michael Bivins and has appeared with him in various public and media appearances.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Teasha Bivins
Target entity description: Teasha Bivins is known as the wife of New Edition and Bell Biv DeVoe member Michael Bivins and has appeared with him in various public and media appearances.
  • A. Jaleesa Vinson
    Jaleesa Vinson is a mature, independent college student and later career woman on the sitcom "A Different World," known for her no-nonsense attitude and role as a supportive friend and mentor.
  • B. Camille Yarbrough
    Camille Yarbrough is an American poet, singer, actress, and author whose spoken-word and musical work, particularly the piece sampled in Fatboy Slim’s “Praise You,” has been influential in soul, funk, and hip-hop.
  • C. Naturi Naughton
    Naturi Naughton is an American singer and actress best known as a former member of the R&B group 3LW and for her roles in projects like the TV series "Power" and the film "Notorious."
  • D. Mechelle Vinson
    Mechelle Vinson is the woman whose sexual harassment lawsuit led to the landmark U.S. Supreme Court case Meritor Savings Bank v. Vinson, which established that a hostile work environment can violate Title VII of the Civil Rights Act.
  • E. Keisha Thompson
    Keisha Thompson is a British poet, playwright, and theatre-maker who serves as the artistic director of Manchester’s Contact Theatre.
  • 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_69c69f2f80288190b95cceb4da92ab2b completed March 27, 2026, 3:15 p.m.
NER Named-entity recognition batch_69c6f91d9bfc8190af6f5f8211c3dda2 completed March 27, 2026, 9:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69c870780d24819095196cd3a22bec5a completed March 29, 2026, 12:21 a.m.
NEDg Description generation batch_69c8725e42a481909bf442987fca3a8c completed March 29, 2026, 12:29 a.m.
NED2 Entity disambiguation (via description) batch_69c872f89ff08190809d476ae6809488 completed March 29, 2026, 12:31 a.m.
Created at: March 27, 2026, 3:51 p.m.