Triple
T14675575
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chuck Harmony |
E344630
|
entity |
| Predicate | hasCollaboratedWith |
P8554
|
FINISHED |
| Object | Toni Braxton |
E115702
|
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: Toni Braxton | Statement: [Chuck Harmony, hasCollaboratedWith, Toni Braxton]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Toni Braxton Context triple: [Chuck Harmony, hasCollaboratedWith, Toni Braxton]
-
A.
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.
-
B.
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."
-
C.
Trina Braxton
Trina Braxton is an American singer, reality television personality, and actress best known as a member of the R&B group The Braxtons and for appearing on the reality series "Braxton Family Values."
-
D.
Deborah Cox
Deborah Cox is a Canadian R&B singer, songwriter, and actress best known for her powerful vocals and hits like "Nobody's Supposed to Be Here."
-
E.
Mary J. Blige
Mary J. Blige is an American singer, songwriter, and actress widely known as the "Queen of Hip-Hop Soul" for her influential blend of R&B, soul, and hip-hop.
- 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_69d822e283fc8190a0e4c235cf880052 |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69deb5666e648190b5faa07076f497b8 |
completed | April 14, 2026, 9:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fdf07e355881908a2e75ccff4f0590 |
completed | May 8, 2026, 2:17 p.m. |
Created at: April 10, 2026, 1:27 a.m.