Triple

T5160135
Position Surface form Disambiguated ID Type / Status
Subject Ludaversal E116414 entity
Predicate hasSingle P3282 FINISHED
Object Party Girls
"Party Girls" is a hip hop/R&B single by Ludacris featuring guest artists, released in the mid-2010s as part of his album *Ludaversal*.
 E497307 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: Party Girls | Statement: [Ludaversal, hasSingle, Party Girls]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Party Girls
Context triple: [Ludaversal, hasSingle, Party Girls]
  • A. Beautiful Girls
    Beautiful Girls is a 1996 ensemble romantic dramedy film about a group of small-town friends reuniting for a high school reunion and confronting their stalled lives and relationships.
  • B. Drunk and Hot Girls
    "Drunk and Hot Girls" is a controversial, slow-tempo hip-hop track by Kanye West featuring Mos Def from his 2007 album Graduation.
  • C. Bad Girls
    "Bad Girls" is a 1979 disco hit album by Donna Summer, widely regarded as one of her signature works and a landmark of the disco era.
  • D. Get Em Girls
    "Get Em Girls" is a track by Harlem rapper Cam'ron known for its braggadocious lyrics, distinctive slang, and early-2000s East Coast hip-hop production.
  • E. Les Girls
    Les Girls is a 1957 musical comedy film directed by George Cukor, featuring song-and-dance numbers and a Rashomon-style narrative about the romantic entanglements within a touring nightclub act.
  • 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: Party Girls
Triple: [Ludaversal, hasSingle, Party Girls]
Generated description
"Party Girls" is a hip hop/R&B single by Ludacris featuring guest artists, released in the mid-2010s as part of his album *Ludaversal*.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Party Girls
Target entity description: "Party Girls" is a hip hop/R&B single by Ludacris featuring guest artists, released in the mid-2010s as part of his album *Ludaversal*.
  • A. Beautiful Girls
    Beautiful Girls is a 1996 ensemble romantic dramedy film about a group of small-town friends reuniting for a high school reunion and confronting their stalled lives and relationships.
  • B. Drunk and Hot Girls
    "Drunk and Hot Girls" is a controversial, slow-tempo hip-hop track by Kanye West featuring Mos Def from his 2007 album Graduation.
  • C. Bad Girls
    "Bad Girls" is a 1979 disco hit album by Donna Summer, widely regarded as one of her signature works and a landmark of the disco era.
  • D. Get Em Girls
    "Get Em Girls" is a track by Harlem rapper Cam'ron known for its braggadocious lyrics, distinctive slang, and early-2000s East Coast hip-hop production.
  • E. Les Girls
    Les Girls is a 1957 musical comedy film directed by George Cukor, featuring song-and-dance numbers and a Rashomon-style narrative about the romantic entanglements within a touring nightclub act.
  • 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_69bd445edb3881909b93b34d260717fc completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd790613bc819084765cd4ea648dc9 completed March 20, 2026, 4:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69bed01ce48081908813348b762bf1b0 completed March 21, 2026, 5:06 p.m.
NEDg Description generation batch_69bed08b4acc819096e7fd2fd9dbc73a completed March 21, 2026, 5:08 p.m.
NED2 Entity disambiguation (via description) batch_69bed103a1088190abca6e7d1fbd9c2b completed March 21, 2026, 5:10 p.m.
Created at: March 20, 2026, 1:44 p.m.