Triple

T17035424
Position Surface form Disambiguated ID Type / Status
Subject The B-52s E413309 entity
Predicate hasMember P10 FINISHED
Object Fred Schneider
Fred Schneider is an American singer, songwriter, and frontman best known as a founding member and distinctive lead vocalist of the new wave band The B-52s.
 E1245801 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: Fred Schneider | Statement: [The B-52s, hasMember, Fred Schneider]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Fred Schneider
Context triple: [The B-52s, hasMember, Fred Schneider]
  • A. Robert Schneider
    Robert Schneider is an Austrian novelist best known for his internationally acclaimed 1992 novel "Schlafes Bruder" ("Brother of Sleep").
  • B. Tim Kitzrow
    Tim Kitzrow is a sports announcer best known as the iconic, over-the-top voice of the classic arcade basketball video game NBA Jam.
  • C. Daryl Stuermer
    Daryl Stuermer is an American guitarist and bassist best known for his long-time work as a touring and session musician with Genesis and Phil Collins.
  • D. Danny Donahue
    Danny Donahue is a central character in the comedy film "Role Models," serving as one of the key figures around whom the story’s mentorship and personal growth themes revolve.
  • E. Glenn Kotche
    Glenn Kotche is an American drummer and composer best known as the innovative percussionist for the rock band Wilco.
  • 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: Fred Schneider
Triple: [The B-52s, hasMember, Fred Schneider]
Generated description
Fred Schneider is an American singer, songwriter, and frontman best known as a founding member and distinctive lead vocalist of the new wave band The B-52s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Fred Schneider
Target entity description: Fred Schneider is an American singer, songwriter, and frontman best known as a founding member and distinctive lead vocalist of the new wave band The B-52s.
  • A. Robert Schneider
    Robert Schneider is an Austrian novelist best known for his internationally acclaimed 1992 novel "Schlafes Bruder" ("Brother of Sleep").
  • B. Tim Kitzrow
    Tim Kitzrow is a sports announcer best known as the iconic, over-the-top voice of the classic arcade basketball video game NBA Jam.
  • C. Daryl Stuermer
    Daryl Stuermer is an American guitarist and bassist best known for his long-time work as a touring and session musician with Genesis and Phil Collins.
  • D. Danny Donahue
    Danny Donahue is a central character in the comedy film "Role Models," serving as one of the key figures around whom the story’s mentorship and personal growth themes revolve.
  • E. Glenn Kotche
    Glenn Kotche is an American drummer and composer best known as the innovative percussionist for the rock band Wilco.
  • 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_69d886cd18288190b006abab23f811b7 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3d8f05824819091d2aa02e5591e26 completed April 18, 2026, 7:18 p.m.
NED1 Entity disambiguation (via context triple) batch_6a011b59ad3c8190914ee6f8c903cbbf completed May 10, 2026, 11:57 p.m.
NEDg Description generation batch_6a011c13076c8190970abfb0e2d3a13c completed May 11, 2026, midnight
NED2 Entity disambiguation (via description) batch_6a011c8afb608190b51c7a4c9ccaa0a5 completed May 11, 2026, 12:02 a.m.
Created at: April 10, 2026, 5:33 a.m.