Triple

T14553637
Position Surface form Disambiguated ID Type / Status
Subject Switchfoot E341481 entity
Predicate formerMember P1168 FINISHED
Object Todd Cooper
Todd Cooper is a musician best known for his past role as a member of the American alternative rock band Switchfoot.
E1105817 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: Todd Cooper | Statement: [Switchfoot, formerMember, Todd Cooper]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Todd Cooper
Context triple: [Switchfoot, formerMember, Todd Cooper]
  • A. Wyn Cooper
    Wyn Cooper is an American poet and songwriter whose poem inspired the lyrics to Sheryl Crow’s hit song “All I Wanna Do.”
  • B. Bob Cooper
    Bob Cooper is a film producer best known for his work on the romantic comedy "Last Holiday" and other mainstream Hollywood projects.
  • C. Bob Cooper
    Bob Cooper was an American jazz saxophonist and arranger closely associated with the West Coast jazz scene.
  • D. Andy Cooper
    Andy Cooper was an American Negro league baseball pitcher and later manager, renowned for his standout career in the 1920s and 1930s and his eventual induction into the Baseball Hall of Fame.
  • E. Bernard Cooper
    Bernard Cooper is a British former heavyweight boxer, best known as the younger brother of renowned fighter Henry Cooper.
  • 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: Todd Cooper
Triple: [Switchfoot, formerMember, Todd Cooper]
Generated description
Todd Cooper is a musician best known for his past role as a member of the American alternative rock band Switchfoot.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Todd Cooper
Target entity description: Todd Cooper is a musician best known for his past role as a member of the American alternative rock band Switchfoot.
  • A. Wyn Cooper
    Wyn Cooper is an American poet and songwriter whose poem inspired the lyrics to Sheryl Crow’s hit song “All I Wanna Do.”
  • B. Bob Cooper
    Bob Cooper is a film producer best known for his work on the romantic comedy "Last Holiday" and other mainstream Hollywood projects.
  • C. Bob Cooper
    Bob Cooper was an American jazz saxophonist and arranger closely associated with the West Coast jazz scene.
  • D. Andy Cooper
    Andy Cooper was an American Negro league baseball pitcher and later manager, renowned for his standout career in the 1920s and 1930s and his eventual induction into the Baseball Hall of Fame.
  • E. Bernard Cooper
    Bernard Cooper is a British former heavyweight boxer, best known as the younger brother of renowned fighter Henry Cooper.
  • 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_69fd8ab9a5ac81908779a3c8701353fa completed May 8, 2026, 7:03 a.m.
NEDg Description generation batch_69fd8be7d8988190807d4db477b91de0 completed May 8, 2026, 7:08 a.m.
NED2 Entity disambiguation (via description) batch_69fd8d506df4819092b52b0dde04bb4d completed May 8, 2026, 7:14 a.m.
Created at: April 10, 2026, 1:23 a.m.