Triple
T5131183
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Toni Braxton |
E115702
|
entity |
| Predicate | memberOf |
P10
|
FINISHED |
| Object |
The Braxtons
The Braxtons are an American R&B girl group best known as the musical launching pad for singer Toni Braxton and her sisters.
|
E496234
|
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: The Braxtons | Statement: [Toni Braxton, memberOf, The Braxtons]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The Braxtons Context triple: [Toni Braxton, memberOf, The Braxtons]
-
A.
Blackstreet
Blackstreet is an American R&B group best known for their 1996 hit single "No Diggity" and their influential role in 1990s new jack swing.
-
B.
Destiny's Child
Destiny's Child was a hugely successful American R&B girl group, best known for hits like "Say My Name" and "Survivor" and for launching Beyoncé's career.
-
C.
Dru Hill
Dru Hill is an American R&B group from Baltimore known for their smooth harmonies and late-1990s hits blending soulful ballads with hip-hop influences.
-
D.
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."
-
E.
The Pointer Sisters
The Pointer Sisters are an American R&B and pop vocal group known for their versatile style and a string of hits in the 1970s and 1980s, including songs like "I'm So Excited" and "Jump (For My Love)."
- 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: The Braxtons Triple: [Toni Braxton, memberOf, The Braxtons]
Generated description
The Braxtons are an American R&B girl group best known as the musical launching pad for singer Toni Braxton and her sisters.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: The Braxtons Target entity description: The Braxtons are an American R&B girl group best known as the musical launching pad for singer Toni Braxton and her sisters.
-
A.
Blackstreet
Blackstreet is an American R&B group best known for their 1996 hit single "No Diggity" and their influential role in 1990s new jack swing.
-
B.
Destiny's Child
Destiny's Child was a hugely successful American R&B girl group, best known for hits like "Say My Name" and "Survivor" and for launching Beyoncé's career.
-
C.
Dru Hill
Dru Hill is an American R&B group from Baltimore known for their smooth harmonies and late-1990s hits blending soulful ballads with hip-hop influences.
-
D.
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."
-
E.
The Pointer Sisters
The Pointer Sisters are an American R&B and pop vocal group known for their versatile style and a string of hits in the 1970s and 1980s, including songs like "I'm So Excited" and "Jump (For My Love)."
- 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.