Triple
T21092973
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | EPMD |
E519680
|
entity |
| Predicate | notableSong |
P4
|
FINISHED |
| Object | So Wat Cha Sayin' |
—
|
NE NERFINISHED |
How this triple was built (3 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.
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 (2 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. |
Created at: April 16, 2026, 2:51 p.m.