Triple

T13027896
Position Surface form Disambiguated ID Type / Status
Subject Disturbed E326354 entity
Predicate hasMember P10 FINISHED
Object David Draiman
David Draiman is an American singer and songwriter best known as the distinctive lead vocalist of the heavy metal band Disturbed.
E1016786 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: David Draiman | Statement: [Disturbed, hasMember, David Draiman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: David Draiman
Context triple: [Disturbed, hasMember, David Draiman]
  • A. Glenn Danzig
    Glenn Danzig is an American singer, songwriter, and musician best known as the founder and original frontman of the influential horror punk band Misfits, later leading the bands Samhain and Danzig.
  • B. Zack de la Rocha
    Zack de la Rocha is an American musician, poet, and political activist best known as the fiery lead vocalist and primary lyricist of the rock band Rage Against the Machine.
  • C. Jonathan Davis
    Jonathan Davis is the lead vocalist of the nu metal band Korn, known for his distinctive vocal style and contributions to the soundtrack of the film "Queen of the Damned."
  • D. Sebastian Bach
    Sebastian Bach is a Canadian heavy metal singer best known as the former frontman of the band Skid Row.
  • E. Jonathan William Davis
    Jonathan William Davis, better known by his stage name Q-Tip, is an influential American rapper, producer, and member of the pioneering hip hop group A Tribe Called Quest.
  • 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: David Draiman
Triple: [Disturbed, hasMember, David Draiman]
Generated description
David Draiman is an American singer and songwriter best known as the distinctive lead vocalist of the heavy metal band Disturbed.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: David Draiman
Target entity description: David Draiman is an American singer and songwriter best known as the distinctive lead vocalist of the heavy metal band Disturbed.
  • A. Glenn Danzig
    Glenn Danzig is an American singer, songwriter, and musician best known as the founder and original frontman of the influential horror punk band Misfits, later leading the bands Samhain and Danzig.
  • B. Zack de la Rocha
    Zack de la Rocha is an American musician, poet, and political activist best known as the fiery lead vocalist and primary lyricist of the rock band Rage Against the Machine.
  • C. Jonathan Davis
    Jonathan Davis is the lead vocalist of the nu metal band Korn, known for his distinctive vocal style and contributions to the soundtrack of the film "Queen of the Damned."
  • D. Sebastian Bach
    Sebastian Bach is a Canadian heavy metal singer best known as the former frontman of the band Skid Row.
  • E. Jonathan William Davis
    Jonathan William Davis, better known by his stage name Q-Tip, is an influential American rapper, producer, and member of the pioneering hip hop group A Tribe Called Quest.
  • 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_69d8076cc45c81908123123f43e69266 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69d97efc07488190a15f3e41ea2db45c completed April 10, 2026, 10:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6c12191b08190abf4123995116ebc completed May 3, 2026, 3:29 a.m.
NEDg Description generation batch_69f6c562d10c8190b76dbf50a0101bae completed May 3, 2026, 3:47 a.m.
NED2 Entity disambiguation (via description) batch_69f6c635fc888190891a79da9d7984a0 completed May 3, 2026, 3:51 a.m.
Created at: April 9, 2026, 8:53 p.m.