Triple

T21759990
Position Surface form Disambiguated ID Type / Status
Subject Hamer Guitars E537137 entity
Predicate foundedBy P104 FINISHED
Object Paul Hamer
Paul Hamer is an American luthier and entrepreneur best known as the co-founder of Hamer Guitars, one of the first boutique electric guitar manufacturers.
E1506162 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: Paul Hamer | Statement: [Hamer Guitars, foundedBy, Paul Hamer]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Paul Hamer
Context triple: [Hamer Guitars, foundedBy, Paul Hamer]
  • A. Anthony Hurd
    Anthony Hurd was a British Labour politician and agricultural expert who served as Member of Parliament and was later created a life peer.
  • B. Paul Hunham
    Paul Hunham is the curmudgeonly, intellectually rigorous boarding school teacher at the center of the film "The Holdovers," whose unlikely bond with a troubled student drives the story.
  • C. Greg Cruttwell
    Greg Cruttwell is a British actor and former film producer best known for his role in Mike Leigh’s critically acclaimed film "Naked" (1993).
  • D. Richard Herd
    Richard Herd was an American character actor known for his numerous film and television roles, including appearances in projects like "Midnight in the Garden of Good and Evil," "Seinfeld," and "All the President's Men."
  • E. John Dolman
    John Dolman was an English clergyman and benefactor of the late 16th century best known for establishing Pocklington School in Yorkshire.
  • 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: Paul Hamer
Triple: [Hamer Guitars, foundedBy, Paul Hamer]
Generated description
Paul Hamer is an American luthier and entrepreneur best known as the co-founder of Hamer Guitars, one of the first boutique electric guitar manufacturers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Paul Hamer
Target entity description: Paul Hamer is an American luthier and entrepreneur best known as the co-founder of Hamer Guitars, one of the first boutique electric guitar manufacturers.
  • A. Anthony Hurd
    Anthony Hurd was a British Labour politician and agricultural expert who served as Member of Parliament and was later created a life peer.
  • B. Paul Hunham
    Paul Hunham is the curmudgeonly, intellectually rigorous boarding school teacher at the center of the film "The Holdovers," whose unlikely bond with a troubled student drives the story.
  • C. Greg Cruttwell
    Greg Cruttwell is a British actor and former film producer best known for his role in Mike Leigh’s critically acclaimed film "Naked" (1993).
  • D. Richard Herd
    Richard Herd was an American character actor known for his numerous film and television roles, including appearances in projects like "Midnight in the Garden of Good and Evil," "Seinfeld," and "All the President's Men."
  • E. John Dolman
    John Dolman was an English clergyman and benefactor of the late 16th century best known for establishing Pocklington School in Yorkshire.
  • 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_69e0c46f5d1c8190bf830409e98464e5 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69f01d90eaa081909fce0549a9df1bf0 completed April 28, 2026, 2:38 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0a528e28748190a69415422fe2889c completed May 17, 2026, 11:43 p.m.
NEDg Description generation batch_6a0a53b1fff48190968ac97475c98129 completed May 17, 2026, 11:48 p.m.
NED2 Entity disambiguation (via description) batch_6a0a544a2ff08190b992a644f32c4d58 completed May 17, 2026, 11:50 p.m.
Created at: April 16, 2026, 6:50 p.m.