Triple

T14553633
Position Surface form Disambiguated ID Type / Status
Subject Switchfoot E341481 entity
Predicate hasMember P10 FINISHED
Object Chad Butler
Chad Butler is an American drummer best known as a founding member of the alternative rock band Switchfoot.
E1108493 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: Chad Butler | Statement: [Switchfoot, hasMember, Chad Butler]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Chad Butler
Context triple: [Switchfoot, hasMember, Chad Butler]
  • A. Chad Butler
    Chad Butler, better known as Pimp C, was an influential American rapper and producer, best known as one half of the Southern hip hop duo UGK.
  • B. Chad Elliott
    Chad Elliott is an American songwriter and producer best known for co-writing Destiny's Child's hit single "Jumpin', Jumpin'."
  • C. Chad Fischer
    Chad Fischer is an American composer, musician, and producer best known for his film and television scores, including his work on the soundtrack for the film "Garden State."
  • D. Chad Coleman
    Chad Coleman is an American actor best known for his roles as Tyreese on "The Walking Dead" and Dennis "Cutty" Wise on "The Wire."
  • E. Chad Everett
    Chad Everett was an American actor best known for his starring role as Dr. Joe Gannon on the television drama series "Medical Center" in the late 1960s and 1970s.
  • 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: Chad Butler
Triple: [Switchfoot, hasMember, Chad Butler]
Generated description
Chad Butler is an American drummer best known as a founding member of the alternative rock band Switchfoot.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Chad Butler
Target entity description: Chad Butler is an American drummer best known as a founding member of the alternative rock band Switchfoot.
  • A. Chad Butler
    Chad Butler, better known as Pimp C, was an influential American rapper and producer, best known as one half of the Southern hip hop duo UGK.
  • B. Chad Elliott
    Chad Elliott is an American songwriter and producer best known for co-writing Destiny's Child's hit single "Jumpin', Jumpin'."
  • C. Chad Fischer
    Chad Fischer is an American composer, musician, and producer best known for his film and television scores, including his work on the soundtrack for the film "Garden State."
  • D. Chad Coleman
    Chad Coleman is an American actor best known for his roles as Tyreese on "The Walking Dead" and Dennis "Cutty" Wise on "The Wire."
  • E. Chad Everett
    Chad Everett was an American actor best known for his starring role as Dr. Joe Gannon on the television drama series "Medical Center" in the late 1960s and 1970s.
  • 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_69d822db9c8481908213ceb39585f792 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb2f00cec8190a7b6482d18b9a216 completed April 14, 2026, 9:34 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd94afc95c8190ae4aff12c9d69c88 completed May 8, 2026, 7:45 a.m.
NEDg Description generation batch_69fd96756a7c81909b9f640b9208c8b2 completed May 8, 2026, 7:53 a.m.
NED2 Entity disambiguation (via description) batch_69fd972c0a488190bf2843a1f4b29d3a completed May 8, 2026, 7:56 a.m.
Created at: April 10, 2026, 1:23 a.m.