Triple

T22141793
Position Surface form Disambiguated ID Type / Status
Subject Operation: Get Down E547175 entity
Predicate hasPart P35 FINISHED
Object track "What They Say"
"What They Say" is a song featured on the 1997 hip hop album *Operation: Get Down* by rapper and producer Intelligent Hoodlum, also known as Tragedy Khadafi.
 E1522329 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: track "What They Say" | Statement: [Operation: Get Down, hasPart, track "What They Say"]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: track "What They Say"
Context triple: [Operation: Get Down, hasPart, track "What They Say"]
  • A. "Say What"
    "Say What" is a track by the hip hop duo Naughty by Nature from their influential 1993 album "19 Naughty III."
  • B. 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.
  • C. 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."
  • D. 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.
  • E. Say What
    Say What is a track from LL Cool J’s acclaimed hip-hop album "G.O.A.T. (Greatest of All Time)."
  • 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: track "What They Say"
Triple: [Operation: Get Down, hasPart, track "What They Say"]
Generated description
"What They Say" is a song featured on the 1997 hip hop album *Operation: Get Down* by rapper and producer Intelligent Hoodlum, also known as Tragedy Khadafi.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: track "What They Say"
Target entity description: "What They Say" is a song featured on the 1997 hip hop album *Operation: Get Down* by rapper and producer Intelligent Hoodlum, also known as Tragedy Khadafi.
  • A. "Say What"
    "Say What" is a track by the hip hop duo Naughty by Nature from their influential 1993 album "19 Naughty III."
  • B. 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.
  • C. 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."
  • D. 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.
  • E. Say What
    Say What is a track from LL Cool J’s acclaimed hip-hop album "G.O.A.T. (Greatest of All Time)."
  • 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_69e11e3a95d88190a3bd80d9471976c3 completed April 16, 2026, 5:36 p.m.
NER Named-entity recognition batch_69f129beb6c8819083be3b7479bc032f completed April 28, 2026, 9:42 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a96fc50208190b2f57f42a77696c1 completed May 18, 2026, 4:35 a.m.
NEDg Description generation batch_6a0a9b03e16081908f17c1b16395ca14 completed May 18, 2026, 4:52 a.m.
NED2 Entity disambiguation (via description) batch_6a0a9b98344c8190852d53828b71b8f5 completed May 18, 2026, 4:54 a.m.
Created at: April 16, 2026, 8:32 p.m.