Triple

T106937
Position Surface form Disambiguated ID Type / Status
Subject Tonight (Best You Ever Had) E2158 entity
Predicate featuredRapper P626 FINISHED
Object Ludacris E21124 NE FINISHED

How this triple was built (3 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: Ludacris | Statement: [Tonight (Best You Ever Had), featuredRapper, Ludacris]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ludacris
Context triple: [Tonight (Best You Ever Had), featuredRapper, Ludacris]
  • A. Ludacris chosen
    Ludacris is an American rapper, actor, and entrepreneur known for his witty Southern hip hop style and roles in the Fast & Furious film franchise.
  • B. Snoop Dogg
    Snoop Dogg is an American rapper, songwriter, and media personality known for his laid-back flow, West Coast G-funk sound, and decades-long influence on hip-hop culture.
  • C. Kid Rock
    Kid Rock is an American musician known for blending rock, hip hop, and country influences in his music and for his outspoken, often controversial public persona.
  • D. P. Diddy
    P. Diddy, also known as Sean "Diddy" Combs, is an American rapper, producer, and entrepreneur who rose to prominence in the 1990s as a key figure in hip-hop and the founder of Bad Boy Records.
  • E. Nelly
    Nelly is an American rapper, singer, and songwriter known for early-2000s hits like "Hot in Herre" and "Dilemma."
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: featuredRapper
Context triple: [Tonight (Best You Ever Had), featuredRapper, Ludacris]
  • A. featuredIn chosen
    Indicates that one entity appears or is prominently included within another entity, such as a person, work, or item being showcased in a larger work, event, or context.
  • B. featuredOn
    Indicates that one entity is prominently presented, highlighted, or showcased on or within another entity (such as a platform, publication, or product).
  • C. notableArtist
    Indicates that the subject is an artist who is widely recognized or distinguished for their work.
  • D. popularFor
    Indicates that something is widely liked, recognized, or favored specifically because of a particular feature, quality, or use.
  • E. notableStar
    Indicates that the subject is a star (or stellar object) that is distinguished or noteworthy in some significant way, such as brightness, fame, or scientific interest, relative to other stars.
  • F. None of above.

Provenance (4 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_69a24e0a5b7c81908d52da08c60dabc4 completed Feb. 28, 2026, 2:08 a.m.
NER Named-entity recognition batch_69a25a1199ac8190ac65ffaaf45b4f5b completed Feb. 28, 2026, 2:59 a.m.
NED1 Entity disambiguation (via context triple) batch_69a2f0b22c9c81909a000e612d6d46e5 completed Feb. 28, 2026, 1:42 p.m.
PD Predicate disambiguation batch_69a2563e7188819091e9a94e071991d7 completed Feb. 28, 2026, 2:43 a.m.
Created at: Feb. 28, 2026, 2:12 a.m.