Triple

T13057114
Position Surface form Disambiguated ID Type / Status
Subject Usher (album) E327606 entity
Predicate producer P490 FINISHED
Object Edward "Eddie F" Ferrell
Edward "Eddie F" Ferrell is an American hip-hop and R&B producer and DJ best known as a founding member of Heavy D & the Boyz and for his influential work with numerous 1990s R&B artists.
E1018424 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: Edward "Eddie F" Ferrell | Statement: [Usher (album), producer, Edward "Eddie F" Ferrell]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Edward "Eddie F" Ferrell
Context triple: [Usher (album), producer, Edward "Eddie F" Ferrell]
  • A. Bibb Falk
    Bibb Falk was an American baseball player and longtime University of Texas coach known for leading the Longhorns to multiple national championships and having the school's baseball stadium named in his honor.
  • B. Charles Gleason
    Charles Gleason is a personal name shared by multiple individuals, including various professionals and public figures, rather than a single widely recognized person.
  • C. Jerry Ross
    Jerry Ross was an American songwriter and lyricist best known for co-writing classic pop and soul hits in the 1960s.
  • D. Robert Wells
    Robert Wells was an American songwriter and lyricist best known for co-writing classic popular songs, including holiday standards, often in collaboration with prominent singers like Mel Tormé.
  • E. Eddie Quillan
    Eddie Quillan was an American film and television actor best known for his work in early sound comedies and later character roles in classic Hollywood productions.
  • 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: Edward "Eddie F" Ferrell
Triple: [Usher (album), producer, Edward "Eddie F" Ferrell]
Generated description
Edward "Eddie F" Ferrell is an American hip-hop and R&B producer and DJ best known as a founding member of Heavy D & the Boyz and for his influential work with numerous 1990s R&B artists.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Edward "Eddie F" Ferrell
Target entity description: Edward "Eddie F" Ferrell is an American hip-hop and R&B producer and DJ best known as a founding member of Heavy D & the Boyz and for his influential work with numerous 1990s R&B artists.
  • A. Bibb Falk
    Bibb Falk was an American baseball player and longtime University of Texas coach known for leading the Longhorns to multiple national championships and having the school's baseball stadium named in his honor.
  • B. Charles Gleason
    Charles Gleason is a personal name shared by multiple individuals, including various professionals and public figures, rather than a single widely recognized person.
  • C. Jerry Ross
    Jerry Ross was an American songwriter and lyricist best known for co-writing classic pop and soul hits in the 1960s.
  • D. Robert Wells
    Robert Wells was an American songwriter and lyricist best known for co-writing classic popular songs, including holiday standards, often in collaboration with prominent singers like Mel Tormé.
  • E. Eddie Quillan
    Eddie Quillan was an American film and television actor best known for his work in early sound comedies and later character roles in classic Hollywood productions.
  • 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_69d8076e64308190904fb5c93517c901 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69d980bd305c8190bcf191b2d35ec8de completed April 10, 2026, 10:59 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6cbe0bf3081909ff498ac66cb2aa6 completed May 3, 2026, 4:15 a.m.
NEDg Description generation batch_69f6cd0e88e08190a07468336bb624f0 completed May 3, 2026, 4:20 a.m.
NED2 Entity disambiguation (via description) batch_69f6ce23ca208190960409130c4c52a9 completed May 3, 2026, 4:25 a.m.
Created at: April 9, 2026, 8:58 p.m.