Triple
T7287805
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Jerry Williams Jr. |
E163918
|
entity |
| Predicate | stageName |
P7872
|
FINISHED |
| Object |
Swamp Dogg
Swamp Dogg is an American soul and R&B singer, songwriter, and producer known for his satirical, socially conscious lyrics and cult-classic status in alternative soul music.
|
E653538
|
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: Swamp Dogg | Statement: [Jerry Williams Jr., stageName, Swamp Dogg]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Swamp Dogg Context triple: [Jerry Williams Jr., stageName, Swamp Dogg]
-
A.
Trick Daddy
Trick Daddy is an American rapper from Miami known for his gritty Southern hip hop style and influential role in popularizing Miami bass and crunk in the late 1990s and early 2000s.
-
B.
Kenny Dope
Kenny Dope is an influential American DJ and producer best known as one half of the house music duo Masters at Work and for his genre-spanning work in house, hip-hop, and Latin-influenced dance music.
-
C.
Bubba Sparxxx
Bubba Sparxxx is an American rapper known for blending Southern hip hop with country influences, gaining prominence in the early 2000s with hits like "Ugly" and "Ms. New Booty."
-
D.
Young Thug
Young Thug is an Atlanta-born rapper and singer known for his eccentric vocal style, experimental approach to trap music, and major influence on contemporary hip-hop.
-
E.
Mad Flava
Mad Flava is a track by British DJ and producer Fatboy Slim, featured on his 2000 electronic/big beat album "Halfway Between the Gutter and the Stars."
- 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: Swamp Dogg Triple: [Jerry Williams Jr., stageName, Swamp Dogg]
Generated description
Swamp Dogg is an American soul and R&B singer, songwriter, and producer known for his satirical, socially conscious lyrics and cult-classic status in alternative soul music.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Swamp Dogg Target entity description: Swamp Dogg is an American soul and R&B singer, songwriter, and producer known for his satirical, socially conscious lyrics and cult-classic status in alternative soul music.
-
A.
Trick Daddy
Trick Daddy is an American rapper from Miami known for his gritty Southern hip hop style and influential role in popularizing Miami bass and crunk in the late 1990s and early 2000s.
-
B.
Kenny Dope
Kenny Dope is an influential American DJ and producer best known as one half of the house music duo Masters at Work and for his genre-spanning work in house, hip-hop, and Latin-influenced dance music.
-
C.
Bubba Sparxxx
Bubba Sparxxx is an American rapper known for blending Southern hip hop with country influences, gaining prominence in the early 2000s with hits like "Ugly" and "Ms. New Booty."
-
D.
Young Thug
Young Thug is an Atlanta-born rapper and singer known for his eccentric vocal style, experimental approach to trap music, and major influence on contemporary hip-hop.
-
E.
Mad Flava
Mad Flava is a track by British DJ and producer Fatboy Slim, featured on his 2000 electronic/big beat album "Halfway Between the Gutter and the Stars."
- 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_69c6886093b88190a254b1ce6db8bae7 |
completed | March 27, 2026, 1:38 p.m. |
| NER | Named-entity recognition | batch_69c6eb6a73fc8190ae5ce81fd3e46d87 |
completed | March 27, 2026, 8:41 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7db42c8d48190a548c4242b07fb40 |
completed | March 28, 2026, 1:44 p.m. |
| NEDg | Description generation | batch_69c7dc794bec819094d848497bd11fc1 |
completed | March 28, 2026, 1:49 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7dd8117f881908c982c33b3f0e71a |
completed | March 28, 2026, 1:54 p.m. |
Created at: March 27, 2026, 2:59 p.m.