Triple

T4043512
Position Surface form Disambiguated ID Type / Status
Subject Ultralight Beam E84007 entity
Predicate producer P490 FINISHED
Object Derek Watkins
Derek Watkins, better known as Fonzworth Bentley, is an American musician, producer, and entertainer recognized for his creative contributions to hip-hop and R&B projects.
 E424515 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: Derek Watkins | Statement: [Ultralight Beam, producer, Derek Watkins]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Derek Watkins
Context triple: [Ultralight Beam, producer, Derek Watkins]
  • A. Derek Ritchie
    Derek Ritchie is a television producer known for his work on British drama and genre series.
  • B. Derek Austin
    Derek Austin is a British information scientist and librarian best known for his work in classification theory and contributions to the development of library and information retrieval systems.
  • C. Derek Pugh
    Derek Pugh is a notable individual recognized for his contributions in his professional field, which have distinguished him among others sharing the surname Pugh.
  • D. Derek Dowding
    Derek Dowding was a Royal Air Force officer and the son of Air Chief Marshal Hugh Dowding, noted for his own distinguished service in military aviation.
  • E. Derek Charles
    Derek Charles is the successful corporate executive whose life unravels when he becomes the target of a coworker’s dangerous obsession in the 2009 thriller film "Obsessed."
  • 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: Derek Watkins
Triple: [Ultralight Beam, producer, Derek Watkins]
Generated description
Derek Watkins, better known as Fonzworth Bentley, is an American musician, producer, and entertainer recognized for his creative contributions to hip-hop and R&B projects.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Derek Watkins
Target entity description: Derek Watkins, better known as Fonzworth Bentley, is an American musician, producer, and entertainer recognized for his creative contributions to hip-hop and R&B projects.
  • A. Derek Ritchie
    Derek Ritchie is a television producer known for his work on British drama and genre series.
  • B. Derek Austin
    Derek Austin is a British information scientist and librarian best known for his work in classification theory and contributions to the development of library and information retrieval systems.
  • C. Derek Pugh
    Derek Pugh is a notable individual recognized for his contributions in his professional field, which have distinguished him among others sharing the surname Pugh.
  • D. Derek Dowding
    Derek Dowding was a Royal Air Force officer and the son of Air Chief Marshal Hugh Dowding, noted for his own distinguished service in military aviation.
  • E. Derek Charles
    Derek Charles is the successful corporate executive whose life unravels when he becomes the target of a coworker’s dangerous obsession in the 2009 thriller film "Obsessed."
  • 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_69aed930bd5c819083e7dcc14fc44f69 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aefb5d759c8190b61fbbe94ffe2bf7 completed March 9, 2026, 4:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5a836606c81909acd0f0e31448ba9 completed March 14, 2026, 6:25 p.m.
NEDg Description generation batch_69b5a8caf8bc819084526cf3ee57db86 completed March 14, 2026, 6:28 p.m.
NED2 Entity disambiguation (via description) batch_69b5acd1de6881909ec9d7d542bb8552 completed March 14, 2026, 6:45 p.m.
Created at: March 9, 2026, 3:37 p.m.