Triple

T13078285
Position Surface form Disambiguated ID Type / Status
Subject Black Radio E329634 entity
Predicate featuresVocalist P8086 FINISHED
Object Stokley Williams
Stokley Williams is an American R&B singer, songwriter, producer, and drummer best known as the lead vocalist of the band Mint Condition and for his collaborations across contemporary soul and jazz.
E1020079 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: Stokley Williams | Statement: [Black Radio, featuresVocalist, Stokley Williams]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Stokley Williams
Context triple: [Black Radio, featuresVocalist, Stokley Williams]
  • A. Clarence Gilyard Jr.
    Clarence Gilyard Jr. was an American actor and academic best known for his roles in popular television series and action films such as "Matlock," "Walker, Texas Ranger," "Die Hard," and "Top Gun."
  • B. Stokely Mitchell
    Stokely Mitchell is a goth, alien-fighting high school student and one of the central teen protagonists in the 1998 sci‑fi horror film "The Faculty."
  • C. Charles Melvin Williams
    Charles Melvin "Cootie" Williams was an influential American jazz trumpeter and bandleader renowned for his work with Duke Ellington and his pioneering use of the plunger mute.
  • D. Melvin Edmonds
    Melvin Edmonds was an American R&B singer best known as a founding member of the group After 7.
  • E. Maxwell Lemuel Roach
    Maxwell Lemuel Roach was a pioneering American jazz drummer and composer, renowned as a key architect of bebop and modern jazz drumming.
  • 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: Stokley Williams
Triple: [Black Radio, featuresVocalist, Stokley Williams]
Generated description
Stokley Williams is an American R&B singer, songwriter, producer, and drummer best known as the lead vocalist of the band Mint Condition and for his collaborations across contemporary soul and jazz.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Stokley Williams
Target entity description: Stokley Williams is an American R&B singer, songwriter, producer, and drummer best known as the lead vocalist of the band Mint Condition and for his collaborations across contemporary soul and jazz.
  • A. Clarence Gilyard Jr.
    Clarence Gilyard Jr. was an American actor and academic best known for his roles in popular television series and action films such as "Matlock," "Walker, Texas Ranger," "Die Hard," and "Top Gun."
  • B. Stokely Mitchell
    Stokely Mitchell is a goth, alien-fighting high school student and one of the central teen protagonists in the 1998 sci‑fi horror film "The Faculty."
  • C. Charles Melvin Williams
    Charles Melvin "Cootie" Williams was an influential American jazz trumpeter and bandleader renowned for his work with Duke Ellington and his pioneering use of the plunger mute.
  • D. Melvin Edmonds
    Melvin Edmonds was an American R&B singer best known as a founding member of the group After 7.
  • E. Maxwell Lemuel Roach
    Maxwell Lemuel Roach was a pioneering American jazz drummer and composer, renowned as a key architect of bebop and modern jazz drumming.
  • 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_69d80771749c81909a6d9197b9504872 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69d9811828448190ac6ddd3e9c221251 completed April 10, 2026, 11 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6d60aaac48190b5b724a19cad5279 completed May 3, 2026, 4:58 a.m.
NEDg Description generation batch_69f6da9ed7bc8190b1a451ea2ada811d completed May 3, 2026, 5:18 a.m.
NED2 Entity disambiguation (via description) batch_69f6db6950b08190a868c9371ff0a34e completed May 3, 2026, 5:21 a.m.
Created at: April 9, 2026, 9:01 p.m.