Triple
T5131174
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Toni Braxton |
E115702
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
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.
|
E496231
|
NE FINISHED |
How this triple was built (4 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 (album) | Statement: [Toni Braxton, notableWork, Toni Braxton (album)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Toni Braxton (album) Context triple: [Toni Braxton, notableWork, Toni Braxton (album)]
-
A.
Brandy (album)
Brandy (album) is the 1994 self-titled debut studio album by American R&B singer Brandy, featuring a blend of contemporary R&B and hip hop soul that launched her music career.
-
B.
Brian McKnight (album)
Brian McKnight (album) is the self-titled 1992 debut studio album by American R&B singer Brian McKnight, featuring smooth contemporary R&B ballads that introduced him to mainstream audiences.
-
C.
Whitney Houston (1985 album)
Whitney Houston (1985 album) is the self-titled debut studio album by American singer Whitney Houston, featuring hit singles like "Saving All My Love for You," "How Will I Know," and "Greatest Love of All" that launched her to international stardom.
-
D.
Keyshia Cole: The Way It Is
Keyshia Cole: The Way It Is is a BET reality television series that follows R&B singer Keyshia Cole’s personal life, family relationships, and music career.
-
E.
Xscape
Xscape is an American R&B girl group that rose to fame in the 1990s with soulful harmonies and hit songs like "Just Kickin' It" and "Understanding."
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Toni Braxton (album) Triple: [Toni Braxton, notableWork, Toni Braxton (album)]
Generated description
"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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Toni Braxton (album) Target entity description: "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.
-
A.
Brandy (album)
Brandy (album) is the 1994 self-titled debut studio album by American R&B singer Brandy, featuring a blend of contemporary R&B and hip hop soul that launched her music career.
-
B.
Brian McKnight (album)
Brian McKnight (album) is the self-titled 1992 debut studio album by American R&B singer Brian McKnight, featuring smooth contemporary R&B ballads that introduced him to mainstream audiences.
-
C.
Whitney Houston (1985 album)
Whitney Houston (1985 album) is the self-titled debut studio album by American singer Whitney Houston, featuring hit singles like "Saving All My Love for You," "How Will I Know," and "Greatest Love of All" that launched her to international stardom.
-
D.
Keyshia Cole: The Way It Is
Keyshia Cole: The Way It Is is a BET reality television series that follows R&B singer Keyshia Cole’s personal life, family relationships, and music career.
-
E.
Xscape
Xscape is an American R&B girl group that rose to fame in the 1990s with soulful harmonies and hit songs like "Just Kickin' It" and "Understanding."
- F. None of above. chosen
Provenance (5 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_69bd444426bc819099ccd23f141e22aa |
completed | March 20, 2026, 12:57 p.m. |
| NER | Named-entity recognition | batch_69bd782904788190b544540483915c0e |
completed | March 20, 2026, 4:39 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bec4c626a48190b2fd81b88b5a59cc |
completed | March 21, 2026, 4:18 p.m. |
| NEDg | Description generation | batch_69bec6728eac81908b795a7ce55f40b2 |
completed | March 21, 2026, 4:25 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bec7895aac81908dd6388c05abb75e |
completed | March 21, 2026, 4:30 p.m. |
Created at: March 20, 2026, 1:42 p.m.