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.