Triple

T21092973
Position Surface form Disambiguated ID Type / Status
Subject EPMD E519680 entity
Predicate notableSong P4 FINISHED
Object So Wat Cha Sayin'
"So Wat Cha Sayin'" is a classic late-1980s hip hop track by the duo EPMD, known for its funky production and laid-back yet intricate lyrical style.
E1465809 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: So Wat Cha Sayin' | Statement: [EPMD, notableSong, So Wat Cha Sayin']
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: So Wat Cha Sayin'
Context triple: [EPMD, notableSong, So Wat Cha Sayin']
  • A. 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."
  • B. So What Chu Sayin'
    "So What Chu Sayin'" is a hip hop track by Marky Mark and the Funky Bunch, released as the B-side to their hit single "Good Vibrations."
  • C. 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.
  • 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. Goes Without Saying
    Goes Without Saying is an album by Anchor & Braille, the side project of Anberlin frontman Stephen Christian, known for its mellow, atmospheric indie rock 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: So Wat Cha Sayin'
Triple: [EPMD, notableSong, So Wat Cha Sayin']
Generated description
"So Wat Cha Sayin'" is a classic late-1980s hip hop track by the duo EPMD, known for its funky production and laid-back yet intricate lyrical style.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: So Wat Cha Sayin'
Target entity description: "So Wat Cha Sayin'" is a classic late-1980s hip hop track by the duo EPMD, known for its funky production and laid-back yet intricate lyrical style.
  • A. 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."
  • B. So What Chu Sayin'
    "So What Chu Sayin'" is a hip hop track by Marky Mark and the Funky Bunch, released as the B-side to their hit single "Good Vibrations."
  • C. 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.
  • 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. Goes Without Saying
    Goes Without Saying is an album by Anchor & Braille, the side project of Anberlin frontman Stephen Christian, known for its mellow, atmospheric indie rock 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_69e0b507dd9081908fb8bfcbef4c8b46 completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e70950a31c8190bde2d7b414c362c7 completed April 21, 2026, 5:21 a.m.
NED1 Entity disambiguation (via context triple) batch_6a095a5c42fc81909be87268f6296c66 completed May 17, 2026, 6:04 a.m.
NEDg Description generation batch_6a095b1cb97c8190b3ba95373bd21056 completed May 17, 2026, 6:07 a.m.
NED2 Entity disambiguation (via description) batch_6a095bf3efa4819089368a3e80a41e15 completed May 17, 2026, 6:11 a.m.
Created at: April 16, 2026, 2:51 p.m.