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.