Triple

T5784132
Position Surface form Disambiguated ID Type / Status
Subject Black Sabbath E128227 entity
Predicate member P10 FINISHED
Object Glenn Hughes
Glenn Hughes is an English rock bassist and vocalist best known for his work with Deep Purple and Black Sabbath, as well as his soulful, hard rock solo career.
 E572820 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: Glenn Hughes | Statement: [Black Sabbath, member, Glenn Hughes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Glenn Hughes
Context triple: [Black Sabbath, member, Glenn Hughes]
  • A. 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.
  • B. 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.
  • C. Roger Glover
    Roger Glover is an English bassist, songwriter, and record producer best known as a longtime member of the rock band Deep Purple.
  • D. 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.
  • 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: Glenn Hughes
Triple: [Black Sabbath, member, Glenn Hughes]
Generated description
Glenn Hughes is an English rock bassist and vocalist best known for his work with Deep Purple and Black Sabbath, as well as his soulful, hard rock solo career.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Glenn Hughes
Target entity description: Glenn Hughes is an English rock bassist and vocalist best known for his work with Deep Purple and Black Sabbath, as well as his soulful, hard rock solo career.
  • A. 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.
  • B. 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.
  • C. Roger Glover
    Roger Glover is an English bassist, songwriter, and record producer best known as a longtime member of the rock band Deep Purple.
  • D. 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.
  • 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_69c0084450048190bc647b649a05136b completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c02a19870c819084dc68b36b0cdd60 completed March 22, 2026, 5:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69c1411fbd448190be3c3b6a5942ef83 completed March 23, 2026, 1:33 p.m.
NEDg Description generation batch_69c14626cab4819092843ff0ea83a6f1 completed March 23, 2026, 1:54 p.m.
NED2 Entity disambiguation (via description) batch_69c146d749dc8190b59f6e0001b5729d completed March 23, 2026, 1:57 p.m.
Created at: March 22, 2026, 3:50 p.m.