Triple

T4594546
Position Surface form Disambiguated ID Type / Status
Subject Dave Matthews Band E103575 entity
Predicate member P10 FINISHED
Object Carter Beauford
Carter Beauford is an American drummer and founding member of the Dave Matthews Band, renowned for his complex, ambidextrous playing style and jazz-influenced rock performances.
 E458313 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: Carter Beauford | Statement: [Dave Matthews Band, member, Carter Beauford]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Carter Beauford
Context triple: [Dave Matthews Band, member, Carter Beauford]
  • A. Mark Aronoff
    Mark Aronoff is an American linguist renowned for his influential work in morphology and for his long-standing role as a professor at Stony Brook University.
  • B. Tony Clark
    Tony Clark is a former Major League Baseball first baseman who became the influential executive director of the MLB Players Association.
  • C. Brad Wilk
    Brad Wilk is an American drummer best known as a founding member of the rock band Rage Against the Machine and for his work with Audioslave and Prophets of Rage.
  • D. Peter Erskine
    Peter Erskine is an American jazz drummer renowned for his work with Weather Report, Steps Ahead, and numerous leading jazz and fusion artists.
  • E. Matt Cameron
    Matt Cameron is an American rock drummer best known for his work with the bands Soundgarden and Pearl Jam.
  • 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: Carter Beauford
Triple: [Dave Matthews Band, member, Carter Beauford]
Generated description
Carter Beauford is an American drummer and founding member of the Dave Matthews Band, renowned for his complex, ambidextrous playing style and jazz-influenced rock performances.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Carter Beauford
Target entity description: Carter Beauford is an American drummer and founding member of the Dave Matthews Band, renowned for his complex, ambidextrous playing style and jazz-influenced rock performances.
  • A. Mark Aronoff
    Mark Aronoff is an American linguist renowned for his influential work in morphology and for his long-standing role as a professor at Stony Brook University.
  • B. Tony Clark
    Tony Clark is a former Major League Baseball first baseman who became the influential executive director of the MLB Players Association.
  • C. Brad Wilk
    Brad Wilk is an American drummer best known as a founding member of the rock band Rage Against the Machine and for his work with Audioslave and Prophets of Rage.
  • D. Peter Erskine
    Peter Erskine is an American jazz drummer renowned for his work with Weather Report, Steps Ahead, and numerous leading jazz and fusion artists.
  • E. Matt Cameron
    Matt Cameron is an American rock drummer best known for his work with the bands Soundgarden and Pearl Jam.
  • 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_69bd43dccaf08190aa89e9991a289719 completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd593e115081909b11149e02fe4ef3 completed March 20, 2026, 2:27 p.m.
NED1 Entity disambiguation (via context triple) batch_69bdfa4552148190be200be028ef3fdd completed March 21, 2026, 1:54 a.m.
NEDg Description generation batch_69bdfb36a18481908bb566db970b101a completed March 21, 2026, 1:58 a.m.
NED2 Entity disambiguation (via description) batch_69bdfbc9bea48190a8a0bf13c6fa7191 completed March 21, 2026, 2 a.m.
Created at: March 20, 2026, 1:11 p.m.