Triple

T21633573
Position Surface form Disambiguated ID Type / Status
Subject Ludacris E533895 entity
Predicate notableSong P4 FINISHED
Object Southern Hospitality (remix)
"Southern Hospitality (remix)" is a reworked version of Ludacris’s early-2000s club anthem, showcasing his energetic Southern rap style over an updated, bass-heavy production.
 E1493925 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: Southern Hospitality (remix) | Statement: [Ludacris, notableSong, Southern Hospitality (remix)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Southern Hospitality (remix)
Context triple: [Ludacris, notableSong, Southern Hospitality (remix)]
  • A. Down South Jukin'
    "Down South Jukin'" is a Southern rock song by Lynyrd Skynyrd, known for its bluesy groove and nostalgic lyrics about youthful misadventures in the American South.
  • B. Top of the South
    Top of the South is a region at the northern end of New Zealand’s South Island, known for its coastal towns, scenic landscapes, and outdoor recreation.
  • C. Sounds of the South
    Sounds of the South was a record label imprint associated with Southern rock, best known for releasing early recordings by Lynyrd Skynyrd.
  • D. Back Down South
    "Back Down South" is a song by American rock band Kings of Leon, known for its Southern rock influences and rootsy, nostalgic sound.
  • E. Sammy Going South
    Sammy Going South is an adventure novel by W. H. Canaway that follows a young boy’s perilous journey across Africa after being orphaned.
  • 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: Southern Hospitality (remix)
Triple: [Ludacris, notableSong, Southern Hospitality (remix)]
Generated description
"Southern Hospitality (remix)" is a reworked version of Ludacris’s early-2000s club anthem, showcasing his energetic Southern rap style over an updated, bass-heavy production.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Southern Hospitality (remix)
Target entity description: "Southern Hospitality (remix)" is a reworked version of Ludacris’s early-2000s club anthem, showcasing his energetic Southern rap style over an updated, bass-heavy production.
  • A. Down South Jukin'
    "Down South Jukin'" is a Southern rock song by Lynyrd Skynyrd, known for its bluesy groove and nostalgic lyrics about youthful misadventures in the American South.
  • B. Top of the South
    Top of the South is a region at the northern end of New Zealand’s South Island, known for its coastal towns, scenic landscapes, and outdoor recreation.
  • C. Sounds of the South
    Sounds of the South was a record label imprint associated with Southern rock, best known for releasing early recordings by Lynyrd Skynyrd.
  • D. Back Down South
    "Back Down South" is a song by American rock band Kings of Leon, known for its Southern rock influences and rootsy, nostalgic sound.
  • E. Sammy Going South
    Sammy Going South is an adventure novel by W. H. Canaway that follows a young boy’s perilous journey across Africa after being orphaned.
  • 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_69e0c465ae7481908577b7209fdb2a77 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69ef52185dbc819096ad2fc5b7d953f8 completed April 27, 2026, 12:10 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a0f9bc2f481908ed5ba8292adf47f completed May 17, 2026, 6:57 p.m.
NEDg Description generation batch_6a0a105ec6a08190a7b6d89068e4e369 completed May 17, 2026, 7 p.m.
NED2 Entity disambiguation (via description) batch_6a0a113606f8819093b398915a291fa1 completed May 17, 2026, 7:04 p.m.
Created at: April 16, 2026, 6:35 p.m.