Triple

T16993196
Position Surface form Disambiguated ID Type / Status
Subject Vada Nobles E412243 entity
Predicate notableWork P4 FINISHED
Object Need U Bad
"Need U Bad" is a reggae-infused R&B single by American singer Jazmine Sullivan, co-written and produced by Vada Nobles, that became her breakout hit in 2008.
 E1244012 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: Need U Bad | Statement: [Vada Nobles, notableWork, Need U Bad]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Need U Bad
Context triple: [Vada Nobles, notableWork, Need U Bad]
  • A. You Bad
    "You Bad" is a popular Afrobeat/R&B track by Nigerian singer Wande Coal, known for its catchy melody and smooth vocals.
  • B. So Bad
    "So Bad" is a melodic pop ballad by Paul McCartney, released in the early 1980s and noted for its smooth vocals and sentimental lyrics.
  • C. We Bad
    We Bad is likely a component or segment of the larger work "Necessary Evil," such as a track on an album or a chapter in a creative project.
  • D. Bad Is Bad
    "Bad Is Bad" is a rock song by Huey Lewis and the News, featured on their hit 1983 album "Sports."
  • E. Used to Be Bad
    "Used to Be Bad" is a blues-influenced rock song by Paul McCartney and Steve Miller, featured on McCartney's 1997 album "Flaming Pie."
  • 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: Need U Bad
Triple: [Vada Nobles, notableWork, Need U Bad]
Generated description
"Need U Bad" is a reggae-infused R&B single by American singer Jazmine Sullivan, co-written and produced by Vada Nobles, that became her breakout hit in 2008.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Need U Bad
Target entity description: "Need U Bad" is a reggae-infused R&B single by American singer Jazmine Sullivan, co-written and produced by Vada Nobles, that became her breakout hit in 2008.
  • A. You Bad
    "You Bad" is a popular Afrobeat/R&B track by Nigerian singer Wande Coal, known for its catchy melody and smooth vocals.
  • B. So Bad
    "So Bad" is a melodic pop ballad by Paul McCartney, released in the early 1980s and noted for its smooth vocals and sentimental lyrics.
  • C. We Bad
    We Bad is likely a component or segment of the larger work "Necessary Evil," such as a track on an album or a chapter in a creative project.
  • D. Bad Is Bad
    "Bad Is Bad" is a rock song by Huey Lewis and the News, featured on their hit 1983 album "Sports."
  • E. Used to Be Bad
    "Used to Be Bad" is a blues-influenced rock song by Paul McCartney and Steve Miller, featured on McCartney's 1997 album "Flaming Pie."
  • 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_69d886cb581c8190ab05f4b429c9cd85 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3d28535788190bdfcb6201a9024b5 completed April 18, 2026, 6:50 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00dc16fbdc819095411a056b9942c3 completed May 10, 2026, 7:27 p.m.
NEDg Description generation batch_6a00dc96a9588190b020fd7fd1deee2b completed May 10, 2026, 7:29 p.m.
NED2 Entity disambiguation (via description) batch_6a0114e04e00819093805024f8417fad completed May 10, 2026, 11:29 p.m.
Created at: April 10, 2026, 5:32 a.m.