Triple
T23192002
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Love, Marriage & Divorce |
E579766
|
entity |
| Predicate | chronology |
P302
|
FINISHED |
| Object | Toni Braxton albums |
—
|
NE NERFINISHED |
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: Toni Braxton albums | Statement: [Love, Marriage & Divorce, chronology, Toni Braxton albums]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Toni Braxton albums Context triple: [Love, Marriage & Divorce, chronology, Toni Braxton albums]
-
A.
Toni Braxton (album)
"Toni Braxton" is the 1993 self-titled debut studio album by American R&B singer Toni Braxton, featuring hit singles that helped establish her as a major artist in contemporary R&B and pop music.
-
B.
Toni Braxton
chosen
Toni Braxton is an American R&B singer and songwriter known for her rich contralto voice and hits like "Un-Break My Heart," making her one of the best-selling female artists of the 1990s.
-
C.
Brandy discography
Brandy discography is the complete collection of studio albums, singles, and other musical releases by American R&B singer Brandy Norwood.
-
D.
Whitney Houston discography
The Whitney Houston discography is the complete collection of albums, singles, and other musical releases by American singer Whitney Houston, showcasing her influential pop and R&B career.
-
E.
Evelyn Braxton
Evelyn Braxton is an American opera singer, certified life coach, and matriarch of the Braxton family, best known as the mother of singer Toni Braxton and for appearing on the reality show "Braxton Family Values."
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
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_69f18fd86640819092308751d23c6642 |
completed | April 29, 2026, 4:58 a.m. |
Created at: April 17, 2026, 4:06 p.m.