Triple
T5131186
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Toni Braxton |
E115702
|
entity |
| Predicate | sibling |
P363
|
FINISHED |
| Object |
Trina Braxton
Trina Braxton is an American singer, reality television personality, and actress best known as a member of the Braxton family featured on the reality show "Braxton Family Values."
|
E499296
|
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: Trina Braxton | Statement: [Toni Braxton, sibling, Trina Braxton]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Trina Braxton Context triple: [Toni Braxton, sibling, Trina Braxton]
-
A.
Toni Braxton
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.
Tamar Braxton
Tamar Braxton is an American R&B singer, television personality, and member of the Braxton family, known for her powerful vocals, solo music career, and appearances on reality TV shows like "Braxton Family Values."
-
C.
Traci Braxton
Traci Braxton was an American singer, reality television personality, and radio host best known for appearing with her family on the reality series "Braxton Family Values" and for her solo R&B music career.
-
D.
Keyshia Cole
Keyshia Cole is an American R&B singer, songwriter, and television personality known for her soulful vocals and hit albums in the 2000s.
-
E.
LeToya Luckett
LeToya Luckett is an American R&B singer and actress best known as one of the original members of the girl group Destiny's Child before launching a successful solo and acting career.
- 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: Trina Braxton Triple: [Toni Braxton, sibling, Trina Braxton]
Generated description
Trina Braxton is an American singer, reality television personality, and actress best known as a member of the Braxton family featured on the reality show "Braxton Family Values."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Trina Braxton Target entity description: Trina Braxton is an American singer, reality television personality, and actress best known as a member of the Braxton family featured on the reality show "Braxton Family Values."
-
A.
Toni Braxton
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.
Tamar Braxton
Tamar Braxton is an American R&B singer, television personality, and member of the Braxton family, known for her powerful vocals, solo music career, and appearances on reality TV shows like "Braxton Family Values."
-
C.
Traci Braxton
chosen
Traci Braxton was an American singer, reality television personality, and radio host best known for appearing with her family on the reality series "Braxton Family Values" and for her solo R&B music career.
-
D.
Keyshia Cole
Keyshia Cole is an American R&B singer, songwriter, and television personality known for her soulful vocals and hit albums in the 2000s.
-
E.
LeToya Luckett
LeToya Luckett is an American R&B singer and actress best known as one of the original members of the girl group Destiny's Child before launching a successful solo and acting career.
- F. None of above.
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_69bee06d63f8819081db05c0e5a06276 |
completed | March 21, 2026, 6:16 p.m. |
| NEDg | Description generation | batch_69bee66191dc8190847fe13f2cda0000 |
completed | March 21, 2026, 6:41 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bee6e8bbcc819094f5f04743eb4013 |
completed | March 21, 2026, 6:43 p.m. |
Created at: March 20, 2026, 1:42 p.m.