Triple

T15408797
Position Surface form Disambiguated ID Type / Status
Subject Hood Billionaire E368529 entity
Predicate hasPart P35 FINISHED
Object Keep Doin’ That (Rich Bitch)
"Keep Doin’ That (Rich Bitch)" is a hip hop single by Rick Ross featuring R. Kelly, known for its lavish, boastful lyrics and smooth, R&B-infused production.
E1154370 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: Keep Doin’ That (Rich Bitch) | Statement: [Hood Billionaire, hasPart, Keep Doin’ That (Rich Bitch)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Keep Doin’ That (Rich Bitch)
Context triple: [Hood Billionaire, hasPart, Keep Doin’ That (Rich Bitch)]
  • A. Sexy Bitch
    "Sexy Bitch" is a 2009 electro-house and dance-pop single by French DJ David Guetta featuring Akon that became a global club hit and chart success.
  • B. Doin' It
    "Doin' It" is a mid-1990s hip hop single by LL Cool J known for its smooth, sensual vibe and catchy chorus.
  • C. Crazy Bitch
    "Crazy Bitch" is a hard rock song by American band Buckcherry, best known for its explicit lyrics and party anthem reputation.
  • D. That’s My Bitch
    “That’s My Bitch” is a hip-hop track by Jay-Z and Kanye West from their collaborative album *Watch the Throne*, known for its energetic production and commentary on race and beauty standards.
  • E. Lemme Get That
    "Lemme Get That" is an R&B/hip hop-influenced track by Rihanna from her album *Good Girl Gone Bad*, known for its assertive lyrics and club-ready production.
  • 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: Keep Doin’ That (Rich Bitch)
Triple: [Hood Billionaire, hasPart, Keep Doin’ That (Rich Bitch)]
Generated description
"Keep Doin’ That (Rich Bitch)" is a hip hop single by Rick Ross featuring R. Kelly, known for its lavish, boastful lyrics and smooth, R&B-infused production.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Keep Doin’ That (Rich Bitch)
Target entity description: "Keep Doin’ That (Rich Bitch)" is a hip hop single by Rick Ross featuring R. Kelly, known for its lavish, boastful lyrics and smooth, R&B-infused production.
  • A. Sexy Bitch
    "Sexy Bitch" is a 2009 electro-house and dance-pop single by French DJ David Guetta featuring Akon that became a global club hit and chart success.
  • B. Doin' It
    "Doin' It" is a mid-1990s hip hop single by LL Cool J known for its smooth, sensual vibe and catchy chorus.
  • C. Crazy Bitch
    "Crazy Bitch" is a hard rock song by American band Buckcherry, best known for its explicit lyrics and party anthem reputation.
  • D. That’s My Bitch
    “That’s My Bitch” is a hip-hop track by Jay-Z and Kanye West from their collaborative album *Watch the Throne*, known for its energetic production and commentary on race and beauty standards.
  • E. Lemme Get That
    "Lemme Get That" is an R&B/hip hop-influenced track by Rihanna from her album *Good Girl Gone Bad*, known for its assertive lyrics and club-ready production.
  • 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_69d85a16c68c819099c1b547fbc87b32 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e03ea4f13c819085d26fd32b5dca6f completed April 16, 2026, 1:43 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff135bcb5c8190a1f43c6bb6a0e53c completed May 9, 2026, 10:58 a.m.
NEDg Description generation batch_69ff141babdc8190bac03e8a294984ce completed May 9, 2026, 11:01 a.m.
NED2 Entity disambiguation (via description) batch_69ff14d3e78881909692d5594bc941d8 completed May 9, 2026, 11:04 a.m.
Created at: April 10, 2026, 3:20 a.m.