Triple

T17166509
Position Surface form Disambiguated ID Type / Status
Subject Korn E416625 entity
Predicate member P10 FINISHED
Object Ray Luzier
Ray Luzier is an American drummer best known as the longtime percussionist for the nu metal band Korn.
E1256659 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: Ray Luzier | Statement: [Korn, member, Ray Luzier]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ray Luzier
Context triple: [Korn, member, Ray Luzier]
  • A. Louis Dombrowski
    Louis Dombrowski is an individual notable enough to be recognized as a prominent bearer of the surname Dombrowski.
  • B. Lloyd Hubler
    Lloyd Hubler is a cinematographer best known for his work on the animated film "Megamind."
  • C. Michael LeSieur
    Michael LeSieur is an American screenwriter known for his work on comedy films, including co-writing the 2018 animated adaptation of Dr. Seuss's "The Grinch."
  • D. Ray Aibelli
    Ray Aibelli is a fictional character portrayed by actor Jeremy Davies, likely in a film or television production.
  • E. Robert Schaffel
    Robert Schaffel is a film and television producer best known for his work on the 1992 boxing drama "Diggstown."
  • 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: Ray Luzier
Triple: [Korn, member, Ray Luzier]
Generated description
Ray Luzier is an American drummer best known as the longtime percussionist for the nu metal band Korn.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ray Luzier
Target entity description: Ray Luzier is an American drummer best known as the longtime percussionist for the nu metal band Korn.
  • A. Louis Dombrowski
    Louis Dombrowski is an individual notable enough to be recognized as a prominent bearer of the surname Dombrowski.
  • B. Lloyd Hubler
    Lloyd Hubler is a cinematographer best known for his work on the animated film "Megamind."
  • C. Michael LeSieur
    Michael LeSieur is an American screenwriter known for his work on comedy films, including co-writing the 2018 animated adaptation of Dr. Seuss's "The Grinch."
  • D. Ray Aibelli
    Ray Aibelli is a fictional character portrayed by actor Jeremy Davies, likely in a film or television production.
  • E. Robert Schaffel
    Robert Schaffel is a film and television producer best known for his work on the 1992 boxing drama "Diggstown."
  • 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_69d886d279c081909f8ff1f743ddeb69 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3f915622c8190a6dff0baf0288a62 completed April 18, 2026, 9:35 p.m.
NED1 Entity disambiguation (via context triple) batch_6a015fc687788190864fa3922a31184d completed May 11, 2026, 4:49 a.m.
NEDg Description generation batch_6a016273bf6c81909c7ed36501fc7fa9 completed May 11, 2026, 5 a.m.
NED2 Entity disambiguation (via description) batch_6a016317d9488190942ddf875a230eb1 completed May 11, 2026, 5:03 a.m.
Created at: April 10, 2026, 5:37 a.m.