Triple

T15938011
Position Surface form Disambiguated ID Type / Status
Subject Jimi Jamison E386486 entity
Predicate associatedAct P37 FINISHED
Object Bobby Kimball
Bobby Kimball is an American rock singer best known as the original lead vocalist of the band Toto, contributing to hits like "Hold the Line" and "Rosanna."
E1187418 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 Kimball | Statement: [Jimi Jamison, associatedAct, Bobby Kimball]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bobby Kimball
Context triple: [Jimi Jamison, associatedAct, Bobby Kimball]
  • A. Billy Kimball
    Billy Kimball is an American television writer and producer known for his work on satirical and documentary projects.
  • B. Bobby Elliott
    Bobby Elliott is an English rock drummer best known for his long-time role in the influential band The Hollies.
  • C. Doyle Bramhall
    Doyle Bramhall was an American blues drummer, singer, and songwriter closely associated with the Texas blues scene and collaborations with Stevie Ray Vaughan.
  • D. Willie Beamen
    Willie Beamen is the ambitious, improvisational quarterback in the film "Any Given Sunday" who rises from overlooked backup to controversial star while clashing with his coach and teammates.
  • E. Jimmie Haskell
    Jimmie Haskell was an American composer, arranger, and conductor known for his prolific work in pop, rock, and film music, earning multiple Grammy Awards for his orchestrations.
  • 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 Kimball
Triple: [Jimi Jamison, associatedAct, Bobby Kimball]
Generated description
Bobby Kimball is an American rock singer best known as the original lead vocalist of the band Toto, contributing to hits like "Hold the Line" and "Rosanna."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bobby Kimball
Target entity description: Bobby Kimball is an American rock singer best known as the original lead vocalist of the band Toto, contributing to hits like "Hold the Line" and "Rosanna."
  • A. Billy Kimball
    Billy Kimball is an American television writer and producer known for his work on satirical and documentary projects.
  • B. Bobby Elliott
    Bobby Elliott is an English rock drummer best known for his long-time role in the influential band The Hollies.
  • C. Doyle Bramhall
    Doyle Bramhall was an American blues drummer, singer, and songwriter closely associated with the Texas blues scene and collaborations with Stevie Ray Vaughan.
  • D. Willie Beamen
    Willie Beamen is the ambitious, improvisational quarterback in the film "Any Given Sunday" who rises from overlooked backup to controversial star while clashing with his coach and teammates.
  • E. Jimmie Haskell
    Jimmie Haskell was an American composer, arranger, and conductor known for his prolific work in pop, rock, and film music, earning multiple Grammy Awards for his orchestrations.
  • 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_69d86da750008190987eb26be3f6c118 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e156ac934c8190b6178eb66023252e completed April 16, 2026, 9:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69ffc3bfe72c819095f40a255bcd7ad5 completed May 9, 2026, 11:31 p.m.
NEDg Description generation batch_69ffc43121b08190a7a471dcb13cc133 completed May 9, 2026, 11:33 p.m.
NED2 Entity disambiguation (via description) batch_69ffc4cea4108190927b107fc24df597 completed May 9, 2026, 11:35 p.m.
Created at: April 10, 2026, 4:53 a.m.