Triple

T3319049
Position Surface form Disambiguated ID Type / Status
Subject R. Kelly E69748 entity
Predicate notableWork P4 FINISHED
Object Bump, Bump, Bump
"Bump, Bump, Bump" is an early-2000s R&B/hip-hop single by B2K featuring R. Kelly that became a commercial hit and club favorite.
 E345972 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: Bump, Bump, Bump | Statement: [R. Kelly, notableWork, Bump, Bump, Bump]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bump, Bump, Bump
Context triple: [R. Kelly, notableWork, Bump, Bump, Bump]
  • A. Ba Bump
    "Ba Bump" is a song by the American hip hop group The Black Eyed Peas from their 2005 album "Monkey Business."
  • B. Humpin’ Around
    "Humpin’ Around" is a 1992 new jack swing single by American R&B singer Bobby Brown, known for its upbeat groove and chart success.
  • C. "Boum Boum Boum"
    "Boum Boum Boum" is a pop single by British-Lebanese singer-songwriter Mika, known for its playful, romantic lyrics and catchy, upbeat production.
  • D. My Humps
    "My Humps" is a 2005 dance-pop and hip-hop single by the Black Eyed Peas, known for its catchy, repetitive hook and playful, sexually suggestive lyrics.
  • E. Bounce
    "Bounce" is a popular Afrobeats song by Nigerian singer Rema, known for its energetic production and catchy, dance-oriented style.
  • 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: Bump, Bump, Bump
Triple: [R. Kelly, notableWork, Bump, Bump, Bump]
Generated description
"Bump, Bump, Bump" is an early-2000s R&B/hip-hop single by B2K featuring R. Kelly that became a commercial hit and club favorite.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bump, Bump, Bump
Target entity description: "Bump, Bump, Bump" is an early-2000s R&B/hip-hop single by B2K featuring R. Kelly that became a commercial hit and club favorite.
  • A. Ba Bump
    "Ba Bump" is a song by the American hip hop group The Black Eyed Peas from their 2005 album "Monkey Business."
  • B. Humpin’ Around
    "Humpin’ Around" is a 1992 new jack swing single by American R&B singer Bobby Brown, known for its upbeat groove and chart success.
  • C. "Boum Boum Boum"
    "Boum Boum Boum" is a pop single by British-Lebanese singer-songwriter Mika, known for its playful, romantic lyrics and catchy, upbeat production.
  • D. My Humps
    "My Humps" is a 2005 dance-pop and hip-hop single by the Black Eyed Peas, known for its catchy, repetitive hook and playful, sexually suggestive lyrics.
  • E. Bounce
    "Bounce" is a popular Afrobeats song by Nigerian singer Rema, known for its energetic production and catchy, dance-oriented style.
  • 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_69ad85a0bb048190a5458d2738012d61 completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb1151f3c8190911af4edac701116 completed March 8, 2026, 5:25 p.m.
NED1 Entity disambiguation (via context triple) batch_69b2f40055a48190afe401a488d3ae34 completed March 12, 2026, 5:12 p.m.
NEDg Description generation batch_69b2fa0f9c348190a1d48003b96761a9 completed March 12, 2026, 5:38 p.m.
NED2 Entity disambiguation (via description) batch_69b3094548788190aac61165a982e5e9 completed March 12, 2026, 6:43 p.m.
Created at: March 8, 2026, 3:11 p.m.