Triple

T6267877
Position Surface form Disambiguated ID Type / Status
Subject The Blind Boys of Alabama E140458 entity
Predicate notableMember P10 FINISHED
Object Velma Bozman Traylor
Velma Bozman Traylor is a gospel singer best known for her work with the legendary vocal group The Blind Boys of Alabama.
E579422 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: Velma Bozman Traylor | Statement: [The Blind Boys of Alabama, notableMember, Velma Bozman Traylor]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Velma Bozman Traylor
Context triple: [The Blind Boys of Alabama, notableMember, Velma Bozman Traylor]
  • A. Velma Melissa Rogers
    Velma Melissa Rogers is a member of the prominent Rogers family of Canadian broadcasting, known as the mother of media executive Edward Samuel Rogers Jr.
  • B. Velma Middleton
    Velma Middleton was an American jazz vocalist best known for her long-time collaboration and lively duet performances with Louis Armstrong.
  • C. Velma Dinkley
    Velma Dinkley is the intelligent, analytically minded member of the Mystery Inc. gang in the Scooby-Doo franchise, known for her problem-solving skills, iconic glasses, and catchphrase “Jinkies!”
  • D. Velma Kelly
    Velma Kelly is a brash, vaudeville-performing murderess and one of the central characters in the musical "Chicago," known for her sharp wit, show-stopping numbers, and rivalry with Roxie Hart.
  • E. Verna Bloom
    Verna Bloom was an American actress best known for her roles in films such as "Animal House," "High Plains Drifter," and "The Last Temptation of Christ."
  • 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: Velma Bozman Traylor
Triple: [The Blind Boys of Alabama, notableMember, Velma Bozman Traylor]
Generated description
Velma Bozman Traylor is a gospel singer best known for her work with the legendary vocal group The Blind Boys of Alabama.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Velma Bozman Traylor
Target entity description: Velma Bozman Traylor is a gospel singer best known for her work with the legendary vocal group The Blind Boys of Alabama.
  • A. Velma Melissa Rogers
    Velma Melissa Rogers is a member of the prominent Rogers family of Canadian broadcasting, known as the mother of media executive Edward Samuel Rogers Jr.
  • B. Velma Middleton
    Velma Middleton was an American jazz vocalist best known for her long-time collaboration and lively duet performances with Louis Armstrong.
  • C. Velma Dinkley
    Velma Dinkley is the intelligent, analytically minded member of the Mystery Inc. gang in the Scooby-Doo franchise, known for her problem-solving skills, iconic glasses, and catchphrase “Jinkies!”
  • D. Velma Kelly
    Velma Kelly is a brash, vaudeville-performing murderess and one of the central characters in the musical "Chicago," known for her sharp wit, show-stopping numbers, and rivalry with Roxie Hart.
  • E. Verna Bloom
    Verna Bloom was an American actress best known for her roles in films such as "Animal House," "High Plains Drifter," and "The Last Temptation of Christ."
  • 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_69c008cabc4081909723e2547c9d6cc0 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c063a0f2548190a2f5c307bc5a67cf completed March 22, 2026, 9:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69c2445ba40c8190a51817ba80015238 completed March 24, 2026, 7:59 a.m.
NEDg Description generation batch_69c2463fa86081909cd1a8e781de60d9 completed March 24, 2026, 8:07 a.m.
NED2 Entity disambiguation (via description) batch_69c246cd73608190a76e1d99da153338 completed March 24, 2026, 8:09 a.m.
Created at: March 22, 2026, 4:25 p.m.