Triple

T21992400
Position Surface form Disambiguated ID Type / Status
Subject Violator: The Album E496871 entity
Predicate notableTrack P8087 FINISHED
Object "Say What"
"Say What" is a track by the hip hop duo Naughty by Nature from their influential 1993 album "19 Naughty III."
 E1511834 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: "Say What" | Statement: [Violator: The Album, notableTrack, "Say What"]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: "Say What"
Context triple: [Violator: The Album, notableTrack, "Say What"]
  • A. Say What
    Say What is a track from LL Cool J’s acclaimed hip-hop album "G.O.A.T. (Greatest of All Time)."
  • B. Say What
    Say What is a word-guessing game segment from the television show Ellen’s Game of Games, where contestants try to decipher obscured or distorted phrases.
  • C. Say What!
    "Say What!" is a track by the British dance music group Soul II Soul, known for their influential blend of R&B, soul, and club music in the late 1980s and early 1990s.
  • D. 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."
  • E. That’s What You Said
    "That’s What You Said" is a song by Phil Collins featured on his 1996 studio album "Dance into the Light."
  • 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: "Say What"
Triple: [Violator: The Album, notableTrack, "Say What"]
Generated description
"Say What" is a track by the hip hop duo Naughty by Nature from their influential 1993 album "19 Naughty III."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: "Say What"
Target entity description: "Say What" is a track by the hip hop duo Naughty by Nature from their influential 1993 album "19 Naughty III."
  • A. Say What
    Say What is a track from LL Cool J’s acclaimed hip-hop album "G.O.A.T. (Greatest of All Time)."
  • B. Say What
    Say What is a word-guessing game segment from the television show Ellen’s Game of Games, where contestants try to decipher obscured or distorted phrases.
  • C. Say What!
    "Say What!" is a track by the British dance music group Soul II Soul, known for their influential blend of R&B, soul, and club music in the late 1980s and early 1990s.
  • D. 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."
  • E. That’s What You Said
    "That’s What You Said" is a song by Phil Collins featured on his 1996 studio album "Dance into the Light."
  • 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_69e11e2c814c8190837d072789000486 completed April 16, 2026, 5:36 p.m.
NER Named-entity recognition batch_69f1270e951081908deda039b47ca84b completed April 28, 2026, 9:30 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a6d83bce081908bf1ed6115fe0f9e completed May 18, 2026, 1:38 a.m.
NEDg Description generation batch_6a0a6df4b3908190800df70ea35c87d5 completed May 18, 2026, 1:40 a.m.
NED2 Entity disambiguation (via description) batch_6a0a6e787abc8190b192770e4d3e8daa completed May 18, 2026, 1:42 a.m.
Created at: April 16, 2026, 8:15 p.m.