Triple
T512175
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chaka Khan |
E10630
|
entity |
| Predicate | notableAlbum |
P4
|
FINISHED |
| Object | What Cha’ Gonna Do for Me |
E63775
|
NE FINISHED |
How this triple was built (2 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: What Cha’ Gonna Do for Me | Statement: [Chaka Khan, notableAlbum, What Cha’ Gonna Do for Me]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: What Cha’ Gonna Do for Me Context triple: [Chaka Khan, notableAlbum, What Cha’ Gonna Do for Me]
-
A.
What Cha’ Gonna Do for Me
chosen
"What Cha’ Gonna Do for Me" is a 1981 R&B and funk song and album by Chaka Khan that became one of her signature hits.
-
B.
What You Do to Me
"What You Do to Me" is a song featured on the album *Darkness and Light* by American singer-songwriter John Legend.
-
C.
I Cain't Say No
"I Cain't Say No" is a humorous and flirtatious song sung by the character Ado Annie in the classic Rodgers and Hammerstein musical Oklahoma!.
-
D.
As I Am
"As I Am" is a Grammy-winning R&B and soul studio album by American singer-songwriter Alicia Keys, noted for hits like "No One" and its blend of classical piano with contemporary urban sounds.
-
E.
If I Ain't Got You
"If I Ain't Got You" is a soulful R&B ballad by Alicia Keys, celebrated for its emotive vocals, piano-driven melody, and enduring popularity as one of her signature songs.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69a2e84a0d08819087e01863fcd9abf1 |
completed | Feb. 28, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69a2f16768c081909d05537ff070868b |
completed | Feb. 28, 2026, 1:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a4a14e37208190b4df8e75b6fe03fb |
completed | March 1, 2026, 8:27 p.m. |
Created at: Feb. 28, 2026, 1:12 p.m.