Triple

T9059897
Position Surface form Disambiguated ID Type / Status
Subject Bell Orchestre E217093 entity
Predicate hasMemberRole P161 FINISHED
Object Stef Schneider – drummer
Stef Schneider is a Canadian drummer best known as a member of the experimental instrumental ensemble Bell Orchestre.
 E774906 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: Stef Schneider – drummer | Statement: [Bell Orchestre, hasMemberRole, Stef Schneider – drummer]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Stef Schneider – drummer
Context triple: [Bell Orchestre, hasMemberRole, Stef Schneider – drummer]
  • A. Bill Schneider (bass)
    Bill Schneider is a bassist known for his work with the band On the Ave.
  • B. Steve Jordan (drums)
    Steve Jordan is an American drummer, producer, and songwriter renowned for his work with artists like John Mayer, the Rolling Stones, and in the Saturday Night Live and Late Night with David Letterman bands.
  • C. Brian Downey (drummer)
    Brian Downey is an Irish drummer best known as a founding member of the hard rock band Thin Lizzy.
  • D. Robert Schneider
    Robert Schneider is an Austrian novelist best known for his internationally acclaimed 1992 novel "Schlafes Bruder" ("Brother of Sleep").
  • E. Dan Lumley (drummer)
    Dan Lumley is an American punk rock drummer best known for his work with the band Squirtgun and other acts on the Lookout! Records roster.
  • 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: Stef Schneider – drummer
Triple: [Bell Orchestre, hasMemberRole, Stef Schneider – drummer]
Generated description
Stef Schneider is a Canadian drummer best known as a member of the experimental instrumental ensemble Bell Orchestre.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Stef Schneider – drummer
Target entity description: Stef Schneider is a Canadian drummer best known as a member of the experimental instrumental ensemble Bell Orchestre.
  • A. Bill Schneider (bass)
    Bill Schneider is a bassist known for his work with the band On the Ave.
  • B. Steve Jordan (drums)
    Steve Jordan is an American drummer, producer, and songwriter renowned for his work with artists like John Mayer, the Rolling Stones, and in the Saturday Night Live and Late Night with David Letterman bands.
  • C. Brian Downey (drummer)
    Brian Downey is an Irish drummer best known as a founding member of the hard rock band Thin Lizzy.
  • D. Robert Schneider
    Robert Schneider is an Austrian novelist best known for his internationally acclaimed 1992 novel "Schlafes Bruder" ("Brother of Sleep").
  • E. Dan Lumley (drummer)
    Dan Lumley is an American punk rock drummer best known for his work with the band Squirtgun and other acts on the Lookout! Records roster.
  • 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_69ca83d4425481909a319dab847724ec completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69cc7eca6d8c8190b1a11a60d6649f78 completed April 1, 2026, 2:11 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfebeceab88190b1f4bc0bc6a4c389 completed April 3, 2026, 4:33 p.m.
NEDg Description generation batch_69cfed5cce7481908f1d2aec827bee3a completed April 3, 2026, 4:39 p.m.
NED2 Entity disambiguation (via description) batch_69cfee51f2348190825080046650836b completed April 3, 2026, 4:44 p.m.
Created at: March 30, 2026, 7:10 p.m.