Triple
T22388968
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Selena Gomez & the Scene |
E553466
|
entity |
| Predicate | notableSong |
P4
|
FINISHED |
| Object | Who Says |
—
|
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: Who Says | Statement: [Selena Gomez & the Scene, notableSong, Who Says]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Who Says Context triple: [Selena Gomez & the Scene, notableSong, Who Says]
-
A.
Who Says
"Who Says" is a 2009 pop-rock single by John Mayer, known for its laid-back acoustic style and introspective lyrics about personal freedom and self-acceptance.
-
B.
Who Says
"Who Says" is a song by British singer-songwriter Fink, featured on his 2011 studio album "Perfect Darkness."
-
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 What
Say What is a track from LL Cool J’s acclaimed hip-hop album "G.O.A.T. (Greatest of All Time)."
-
E.
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.
- 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: Who Says Target entity description: "Who Says" is an empowering pop song by Selena Gomez & the Scene that promotes self-acceptance and confidence in the face of criticism.
-
A.
Who Says
"Who Says" is a 2009 pop-rock single by John Mayer, known for its laid-back acoustic style and introspective lyrics about personal freedom and self-acceptance.
-
B.
Who Says
"Who Says" is a song by British singer-songwriter Fink, featured on his 2011 studio album "Perfect Darkness."
-
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 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 (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_69e11e4cf87c8190a1ff474daec326b7 |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f15858c13c819098fe66a50ecea7d7 |
completed | April 29, 2026, 1:01 a.m. |
Created at: April 16, 2026, 8:45 p.m.