Triple

T9997272
Position Surface form Disambiguated ID Type / Status
Subject Jason Derulo E197231 entity
Predicate notableWork P4 FINISHED
Object Whatcha Say
"Whatcha Say" is a 2009 pop and R&B single by Jason Derulo that became his breakout hit, known for its prominent sample of Imogen Heap's "Hide and Seek."
 E834638 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: Whatcha Say | Statement: [Jason Derulo, notableWork, Whatcha Say]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Whatcha Say
Context triple: [Jason Derulo, notableWork, Whatcha Say]
  • A. They Say
    "They Say" is a song title that has been used by multiple artists across genres, typically exploring themes of external judgment and personal identity.
  • B. What More Can I Say
    "What More Can I Say" is a track by Jay-Z from his critically acclaimed 2003 album *The Black Album*, known for its introspective lyrics and confident wordplay.
  • C. What More Can I Say
    "What More Can I Say" is a soulful, introspective track by NxWorries (Anderson .Paak and Knxwledge) that showcases their blend of smooth vocals and laid-back, sample-driven production.
  • D. Say It Right
    "Say It Right" is a 2006 electro-pop and R&B-influenced hit single by Nelly Furtado, known for its atmospheric production and widespread international chart success.
  • E. Something to Say
    "Something to Say" is a song featured on the album "Signed, Sealed & Delivered."
  • 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: Whatcha Say
Triple: [Jason Derulo, notableWork, Whatcha Say]
Generated description
"Whatcha Say" is a 2009 pop and R&B single by Jason Derulo that became his breakout hit, known for its prominent sample of Imogen Heap's "Hide and Seek."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Whatcha Say
Target entity description: "Whatcha Say" is a 2009 pop and R&B single by Jason Derulo that became his breakout hit, known for its prominent sample of Imogen Heap's "Hide and Seek."
  • A. They Say
    "They Say" is a song title that has been used by multiple artists across genres, typically exploring themes of external judgment and personal identity.
  • B. What More Can I Say
    "What More Can I Say" is a track by Jay-Z from his critically acclaimed 2003 album *The Black Album*, known for its introspective lyrics and confident wordplay.
  • C. What More Can I Say
    "What More Can I Say" is a soulful, introspective track by NxWorries (Anderson .Paak and Knxwledge) that showcases their blend of smooth vocals and laid-back, sample-driven production.
  • D. Say It Right
    "Say It Right" is a 2006 electro-pop and R&B-influenced hit single by Nelly Furtado, known for its atmospheric production and widespread international chart success.
  • E. Something to Say
    "Something to Say" is a song featured on the album "Signed, Sealed & Delivered."
  • 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_69ca82f3b61c81908ecc2c1c96dbc2e4 completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cdcc8aa1a881909879a694496f11a5 completed April 2, 2026, 1:55 a.m.
NED1 Entity disambiguation (via context triple) batch_69d2583bd6948190b15a97187e81d958 completed April 5, 2026, 12:40 p.m.
NEDg Description generation batch_69d2594b5e5081908f7cc4af4d10b4a8 completed April 5, 2026, 12:44 p.m.
NED2 Entity disambiguation (via description) batch_69d25a30ad98819084dcd305e709c34d completed April 5, 2026, 12:48 p.m.
Created at: March 30, 2026, 8:51 p.m.