Triple

T18422004
Position Surface form Disambiguated ID Type / Status
Subject The Surfaris E442044 entity
Predicate associatedWith P37 FINISHED
Object Bob Berryhill
Bob Berryhill is an American guitarist best known as a founding member of the surf rock band The Surfaris and co-creator of their hit instrumental "Wipe Out."
 E1323382 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: Bob Berryhill | Statement: [The Surfaris, associatedWith, Bob Berryhill]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bob Berryhill
Context triple: [The Surfaris, associatedWith, Bob Berryhill]
  • A. Buddy Hillyer
    Buddy Hillyer is a character in the film "Rambling Rose," serving as part of the story’s depiction of a Southern family in the 1930s.
  • B. Larry Keele
    Larry Keele is an American investor and co-founder of Oaktree Capital Management, a leading global alternative investment firm specializing in credit and distressed debt.
  • C. Jim Barnhill
    Jim Barnhill was an American football official best known for serving as a referee in the American Football League during the 1960s.
  • D. Don Laws
    Don Laws was a prominent American figure skating coach and former competitive skater, best known for mentoring elite athletes and contributing significantly to the sport’s development.
  • E. Bill Haverchuck
    Bill Haverchuck is a socially awkward, deadpan, and endearingly nerdy high school student from the cult TV series "Freaks and Geeks," known for his love of comedy, sci-fi, and Dungeons & Dragons.
  • 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: Bob Berryhill
Triple: [The Surfaris, associatedWith, Bob Berryhill]
Generated description
Bob Berryhill is an American guitarist best known as a founding member of the surf rock band The Surfaris and co-creator of their hit instrumental "Wipe Out."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bob Berryhill
Target entity description: Bob Berryhill is an American guitarist best known as a founding member of the surf rock band The Surfaris and co-creator of their hit instrumental "Wipe Out."
  • A. Buddy Hillyer
    Buddy Hillyer is a character in the film "Rambling Rose," serving as part of the story’s depiction of a Southern family in the 1930s.
  • B. Larry Keele
    Larry Keele is an American investor and co-founder of Oaktree Capital Management, a leading global alternative investment firm specializing in credit and distressed debt.
  • C. Jim Barnhill
    Jim Barnhill was an American football official best known for serving as a referee in the American Football League during the 1960s.
  • D. Don Laws
    Don Laws was a prominent American figure skating coach and former competitive skater, best known for mentoring elite athletes and contributing significantly to the sport’s development.
  • E. Bill Haverchuck
    Bill Haverchuck is a socially awkward, deadpan, and endearingly nerdy high school student from the cult TV series "Freaks and Geeks," known for his love of comedy, sci-fi, and Dungeons & Dragons.
  • 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_69d8b9eb8a508190a942fd75ebd8b1dc completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e51a2c98b0819082672174bf69b88c completed April 19, 2026, 6:08 p.m.
NED1 Entity disambiguation (via context triple) batch_6a03f0a7e788819080ab4b25f489726e completed May 13, 2026, 3:31 a.m.
NEDg Description generation batch_6a03f1e4007c8190b84dbbf7e3afcc80 completed May 13, 2026, 3:37 a.m.
NED2 Entity disambiguation (via description) batch_6a03f25e93bc8190910ce6037dc1bcea completed May 13, 2026, 3:39 a.m.
Created at: April 10, 2026, 10:47 a.m.