Triple

T5577348
Position Surface form Disambiguated ID Type / Status
Subject Heartbreaker E146351 entity
Predicate performer P1363 FINISHED
Object Graham Bonnet
Graham Bonnet is an English rock singer best known for his powerful vocals and work with bands like Rainbow, Alcatrazz, and the Michael Schenker Group.
 E536187 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: Graham Bonnet | Statement: [Heartbreaker, performer, Graham Bonnet]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Graham Bonnet
Context triple: [Heartbreaker, performer, Graham Bonnet]
  • A. Rudy Sarzo
    Rudy Sarzo is a Cuban-American hard rock and heavy metal bassist best known for his work with bands like Quiet Riot, Ozzy Osbourne, and Whitesnake.
  • B. Bernie Marsden
    Bernie Marsden is an English rock and blues guitarist and songwriter best known as a founding member of Whitesnake and co-writer of several of the band’s biggest hits.
  • C. David Lee Roth
    David Lee Roth is an American rock singer best known as the charismatic and flamboyant frontman of the band Van Halen and for his successful solo career in the 1980s.
  • D. Sammy Hagar
    Sammy Hagar is an American rock singer, guitarist, and songwriter best known as a solo artist and as a former lead vocalist of Van Halen.
  • E. Ian Paice
    Ian Paice is an English rock drummer best known as the longtime drummer for Deep Purple and for his work with other hard rock bands.
  • 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: Graham Bonnet
Triple: [Heartbreaker, performer, Graham Bonnet]
Generated description
Graham Bonnet is an English rock singer best known for his powerful vocals and work with bands like Rainbow, Alcatrazz, and the Michael Schenker Group.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Graham Bonnet
Target entity description: Graham Bonnet is an English rock singer best known for his powerful vocals and work with bands like Rainbow, Alcatrazz, and the Michael Schenker Group.
  • A. Rudy Sarzo
    Rudy Sarzo is a Cuban-American hard rock and heavy metal bassist best known for his work with bands like Quiet Riot, Ozzy Osbourne, and Whitesnake.
  • B. Bernie Marsden
    Bernie Marsden is an English rock and blues guitarist and songwriter best known as a founding member of Whitesnake and co-writer of several of the band’s biggest hits.
  • C. David Lee Roth
    David Lee Roth is an American rock singer best known as the charismatic and flamboyant frontman of the band Van Halen and for his successful solo career in the 1980s.
  • D. Sammy Hagar
    Sammy Hagar is an American rock singer, guitarist, and songwriter best known as a solo artist and as a former lead vocalist of Van Halen.
  • E. Ian Paice
    Ian Paice is an English rock drummer best known as the longtime drummer for Deep Purple and for his work with other hard rock bands.
  • 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_69c008ffed108190a084602227af6157 completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c0206ae4808190971d89243db94475 completed March 22, 2026, 5:01 p.m.
NED1 Entity disambiguation (via context triple) batch_69c04d21ac6c81908a07c049d1ab81c6 completed March 22, 2026, 8:12 p.m.
NEDg Description generation batch_69c04e879a8c8190942968982223f6e4 completed March 22, 2026, 8:18 p.m.
NED2 Entity disambiguation (via description) batch_69c04f3c31b48190aeefd41bea55d367 completed March 22, 2026, 8:21 p.m.
Created at: March 22, 2026, 3:37 p.m.