Triple
T23191123
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Keke Wyatt |
E579735
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object | Who Knew? |
—
|
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 Knew? | Statement: [Keke Wyatt, notableWork, Who Knew?]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Who Knew? Context triple: [Keke Wyatt, notableWork, Who Knew?]
-
A.
"Who Knew"
"Who Knew" is a track from MC Breed's album "Death Is Certain," showcasing his gritty Midwest hip hop style.
-
B.
Who'd Have Known
"Who'd Have Known" is a pop ballad by English singer-songwriter Lily Allen, featured on her second studio album "It's Not Me, It's You."
-
C.
Who Knows
"Who Knows" is a blues-rock song by Jimi Hendrix, performed with his Band of Gypsys and known for its extended improvisation and funk-influenced groove.
-
D.
Those Who Know, Know Who
"Those Who Know, Know Who" is a track from the hip-hop album *Man Plans God Laughs* by the legendary rap group Public Enemy.
-
E.
What Do They Know
"What Do They Know" is a song featured on the album "Turnaround" by the Irish boy band Westlife.
- 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 Knew? Target entity description: "Who Knew?" is an R&B studio album by American singer Keke Wyatt that showcases her powerful vocals and emotional ballad style.
-
A.
"Who Knew"
"Who Knew" is a track from MC Breed's album "Death Is Certain," showcasing his gritty Midwest hip hop style.
-
B.
Who'd Have Known
"Who'd Have Known" is a pop ballad by English singer-songwriter Lily Allen, featured on her second studio album "It's Not Me, It's You."
-
C.
Who Knows
"Who Knows" is a blues-rock song by Jimi Hendrix, performed with his Band of Gypsys and known for its extended improvisation and funk-influenced groove.
-
D.
Those Who Know, Know Who
"Those Who Know, Know Who" is a track from the hip-hop album *Man Plans God Laughs* by the legendary rap group Public Enemy.
-
E.
What Do They Know
"What Do They Know" is a song featured on the album "Turnaround" by the Irish boy band Westlife.
- 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_69e24600eed08190bd7e5295653a1503 |
completed | April 17, 2026, 2:38 p.m. |
| NER | Named-entity recognition | batch_69f18fd777c08190bf79e38844fedf27 |
completed | April 29, 2026, 4:57 a.m. |
Created at: April 17, 2026, 4:05 p.m.