Triple
T6556951
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mannie Fresh |
E152472
|
entity |
| Predicate | birthName |
P65
|
FINISHED |
| Object |
Byron Otto Thomas
Byron Otto Thomas, better known as Mannie Fresh, is an American hip hop producer and DJ famed for his influential work with Cash Money Records and the Big Tymers.
|
E600192
|
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: Byron Otto Thomas | Statement: [Mannie Fresh, birthName, Byron Otto Thomas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Byron Otto Thomas Context triple: [Mannie Fresh, birthName, Byron Otto Thomas]
-
A.
Byron Thomas
Byron Thomas, better known by his stage name Go DJ, is a music writer and DJ recognized for his contributions to contemporary hip-hop and club culture.
-
B.
John Thomas
John Thomas is an author known for writing about the Predator franchise.
-
C.
John Thomas
John Thomas is an American cinematographer best known for his work on the Sex and the City television series and its film adaptations.
-
D.
Byron Antron Leftwich
Byron Antron Leftwich is a former American football quarterback and NFL offensive coordinator best known for his playing career with the Jacksonville Jaguars and his coaching role with the Tampa Bay Buccaneers.
-
E.
Robert Paul Thomas
Robert Paul Thomas was an economic historian known for his influential collaborative work with Douglass C. North on the economic history of Western Europe and institutional change.
- 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: Byron Otto Thomas Triple: [Mannie Fresh, birthName, Byron Otto Thomas]
Generated description
Byron Otto Thomas, better known as Mannie Fresh, is an American hip hop producer and DJ famed for his influential work with Cash Money Records and the Big Tymers.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Byron Otto Thomas Target entity description: Byron Otto Thomas, better known as Mannie Fresh, is an American hip hop producer and DJ famed for his influential work with Cash Money Records and the Big Tymers.
-
A.
Byron Thomas
Byron Thomas, better known by his stage name Go DJ, is a music writer and DJ recognized for his contributions to contemporary hip-hop and club culture.
-
B.
John Thomas
John Thomas is an author known for writing about the Predator franchise.
-
C.
John Thomas
John Thomas is an American cinematographer best known for his work on the Sex and the City television series and its film adaptations.
-
D.
Byron Antron Leftwich
Byron Antron Leftwich is a former American football quarterback and NFL offensive coordinator best known for his playing career with the Jacksonville Jaguars and his coaching role with the Tampa Bay Buccaneers.
-
E.
Robert Paul Thomas
Robert Paul Thomas was an economic historian known for his influential collaborative work with Douglass C. North on the economic history of Western Europe and institutional change.
- 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_69c688058d6881908c19b309cc55dbfa |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6ae1eb0888190a67b850ac2bca79c |
completed | March 27, 2026, 4:19 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c6cb862e308190af1028c76484a1ea |
completed | March 27, 2026, 6:25 p.m. |
| NEDg | Description generation | batch_69c6cd05c54c81908bb612e7976bd10a |
completed | March 27, 2026, 6:31 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c6cdc3ea7c8190b63e9a19721fea80 |
completed | March 27, 2026, 6:34 p.m. |
Created at: March 27, 2026, 1:52 p.m.