Triple

T14361282
Position Surface form Disambiguated ID Type / Status
Subject Time Will Reveal E356105 entity
Predicate producer P490 FINISHED
Object Bobby DeBarge
Bobby DeBarge was an American singer, songwriter, and falsetto-voiced lead vocalist of the Motown family group Switch, known for his influential role in late-1970s and early-1980s R&B.
E1102760 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: Bobby DeBarge | Statement: [Time Will Reveal, producer, Bobby DeBarge]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bobby DeBarge
Context triple: [Time Will Reveal, producer, Bobby DeBarge]
  • A. Randy DeBarge
    Randy DeBarge is an American singer and bassist best known as a member of the Motown family group DeBarge, popular in the 1980s for their soulful R&B hits.
  • B. Chico DeBarge
    Chico DeBarge is an American R&B singer and member of the musical DeBarge family, known for his solo work in the 1980s and 1990s.
  • C. James DeBarge
    James DeBarge is an American R&B singer best known as a member of the family group DeBarge and for his brief, high-profile marriage to Janet Jackson in the 1980s.
  • D. Tommy DeBarge
    Tommy DeBarge was an American musician best known as a bassist and member of the Motown family band Switch.
  • E. Bunny DeBarge
    Bunny DeBarge is an American singer and songwriter best known as the lone female member of the Motown family group DeBarge, which achieved success in the 1980s with soulful R&B hits.
  • 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: Bobby DeBarge
Triple: [Time Will Reveal, producer, Bobby DeBarge]
Generated description
Bobby DeBarge was an American singer, songwriter, and falsetto-voiced lead vocalist of the Motown family group Switch, known for his influential role in late-1970s and early-1980s R&B.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bobby DeBarge
Target entity description: Bobby DeBarge was an American singer, songwriter, and falsetto-voiced lead vocalist of the Motown family group Switch, known for his influential role in late-1970s and early-1980s R&B.
  • A. Randy DeBarge
    Randy DeBarge is an American singer and bassist best known as a member of the Motown family group DeBarge, popular in the 1980s for their soulful R&B hits.
  • B. Chico DeBarge
    Chico DeBarge is an American R&B singer and member of the musical DeBarge family, known for his solo work in the 1980s and 1990s.
  • C. James DeBarge
    James DeBarge is an American R&B singer best known as a member of the family group DeBarge and for his brief, high-profile marriage to Janet Jackson in the 1980s.
  • D. Tommy DeBarge
    Tommy DeBarge was an American musician best known as a bassist and member of the Motown family band Switch.
  • E. Bunny DeBarge
    Bunny DeBarge is an American singer and songwriter best known as the lone female member of the Motown family group DeBarge, which achieved success in the 1980s with soulful R&B hits.
  • 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_69d82790a7e08190877e2d349b2e8d8e completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de8f54bfb08190a27c0d12731acec2 completed April 14, 2026, 7:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd6d7ed3ec8190b97128733419845b completed May 8, 2026, 4:58 a.m.
NEDg Description generation batch_69fd6ea7ce448190be49c725a2e0135b completed May 8, 2026, 5:03 a.m.
NED2 Entity disambiguation (via description) batch_69fd6f99a9e481909c52413f682e4d15 completed May 8, 2026, 5:07 a.m.
Created at: April 10, 2026, 1:15 a.m.