Triple

T13703191
Position Surface form Disambiguated ID Type / Status
Subject The Clark Sisters: First Ladies of Gospel E328569 entity
Predicate starred P5563 FINISHED
Object Shelea Frazier
Sheléa Frazier is an American singer, songwriter, pianist, and actress known for her soulful vocals, jazz and R&B influences, and tributes to legends like Whitney Houston and Stevie Wonder.
E1072504 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: Shelea Frazier | Statement: [The Clark Sisters: First Ladies of Gospel, starred, Shelea Frazier]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Shelea Frazier
Context triple: [The Clark Sisters: First Ladies of Gospel, starred, Shelea Frazier]
  • 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. Jhaniele Fowler
    Jhaniele Fowler is an elite Jamaican netball goal shooter renowned for her dominant scoring ability in international competitions and professional leagues.
  • C. Melika Williams
    Melika Williams is the mother of Landon Brown, the son of singer Bobby Brown.
  • D. Tameka Foster
    Tameka Foster is an American fashion stylist and television personality best known for her high-profile marriage to R&B singer Usher.
  • E. Kiana Williams
    Kiana Williams is an American basketball player best known as a standout point guard and leader for Stanford University's women's basketball team, where she helped guide the Cardinal to an NCAA championship.
  • 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: Shelea Frazier
Triple: [The Clark Sisters: First Ladies of Gospel, starred, Shelea Frazier]
Generated description
Sheléa Frazier is an American singer, songwriter, pianist, and actress known for her soulful vocals, jazz and R&B influences, and tributes to legends like Whitney Houston and Stevie Wonder.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Shelea Frazier
Target entity description: Sheléa Frazier is an American singer, songwriter, pianist, and actress known for her soulful vocals, jazz and R&B influences, and tributes to legends like Whitney Houston and Stevie Wonder.
  • 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. Jhaniele Fowler
    Jhaniele Fowler is an elite Jamaican netball goal shooter renowned for her dominant scoring ability in international competitions and professional leagues.
  • C. Melika Williams
    Melika Williams is the mother of Landon Brown, the son of singer Bobby Brown.
  • D. Tameka Foster
    Tameka Foster is an American fashion stylist and television personality best known for her high-profile marriage to R&B singer Usher.
  • E. Kiana Williams
    Kiana Williams is an American basketball player best known as a standout point guard and leader for Stanford University's women's basketball team, where she helped guide the Cardinal to an NCAA championship.
  • 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_69d8076ff62081908a7bd79889edd7a0 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dcad162158819089280ee1e6b5c2cf completed April 13, 2026, 8:45 a.m.
NED1 Entity disambiguation (via context triple) batch_69fba1b661e4819087bac0cd84489baa completed May 6, 2026, 8:16 p.m.
NEDg Description generation batch_69fba7f116608190b664d0dc8027af38 completed May 6, 2026, 8:43 p.m.
NED2 Entity disambiguation (via description) batch_69fba8fe11c881908662d8e8e1720ea4 completed May 6, 2026, 8:47 p.m.
Created at: April 9, 2026, 9:54 p.m.