Triple

T15509845
Position Surface form Disambiguated ID Type / Status
Subject Christina Milian E368675 entity
Predicate single P3283 FINISHED
Object Whatever U Want
"Whatever U Want" is an R&B song by Christina Milian, released as a single from her second studio album.
 E1160544 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: Whatever U Want | Statement: [Christina Milian, single, Whatever U Want]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Whatever U Want
Context triple: [Christina Milian, single, Whatever U Want]
  • A. Whatever You Want
    "Whatever You Want" is a smooth R&B ballad by Tony! Toni! Toné! that became one of the group's signature hits in the early 1990s.
  • B. Whateva U Do
    "Whateva U Do" is a track by Snoop Dogg featured on his 2006 West Coast hip hop album *Tha Blue Carpet Treatment*.
  • C. If You Want It
    "If You Want It" is a song by Lenny Kravitz featured on his 2008 album *It Is Time for a Love Revolution*.
  • D. U Want Me 2
    "U Want Me 2" is a pop ballad by Canadian singer-songwriter Sarah McLachlan, released as a single and featured on her album "Laws of Illusion."
  • E. What You Want
    "What You Want" is a hip hop track by Mase from his debut album *Harlem World*, showcasing his smooth flow and late-1990s Bad Boy Records sound.
  • 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: Whatever U Want
Triple: [Christina Milian, single, Whatever U Want]
Generated description
"Whatever U Want" is an R&B song by Christina Milian, released as a single from her second studio album.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Whatever U Want
Target entity description: "Whatever U Want" is an R&B song by Christina Milian, released as a single from her second studio album.
  • A. Whatever You Want
    "Whatever You Want" is a smooth R&B ballad by Tony! Toni! Toné! that became one of the group's signature hits in the early 1990s.
  • B. Whateva U Do
    "Whateva U Do" is a track by Snoop Dogg featured on his 2006 West Coast hip hop album *Tha Blue Carpet Treatment*.
  • C. If You Want It
    "If You Want It" is a song by Lenny Kravitz featured on his 2008 album *It Is Time for a Love Revolution*.
  • D. U Want Me 2
    "U Want Me 2" is a pop ballad by Canadian singer-songwriter Sarah McLachlan, released as a single and featured on her album "Laws of Illusion."
  • E. What You Want
    "What You Want" is a hip hop track by Mase from his debut album *Harlem World*, showcasing his smooth flow and late-1990s Bad Boy Records sound.
  • 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_69d85a1794cc8190b0b428716296e63e completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e03fd008708190a3657863eb9ac626 completed April 16, 2026, 1:48 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff36702ebc81908d6a00243865de61 completed May 9, 2026, 1:28 p.m.
NEDg Description generation batch_69ff379902e48190a84c71f532140f14 completed May 9, 2026, 1:33 p.m.
NED2 Entity disambiguation (via description) batch_69ff384962f88190964fc040a2a44aa8 completed May 9, 2026, 1:36 p.m.
Created at: April 10, 2026, 3:55 a.m.