Triple
T2159356
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Destiny's Child |
E47964
|
entity |
| Predicate | formerMember |
P1168
|
FINISHED |
| Object |
LaTavia Roberson
LaTavia Roberson is an American singer and original member of the R&B girl group Destiny's Child, known for her contributions to the group's early success before pursuing other ventures in music and entertainment.
|
E264329
|
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: LaTavia Roberson | Statement: [Destiny's Child, formerMember, LaTavia Roberson]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: LaTavia Roberson Context triple: [Destiny's Child, formerMember, LaTavia Roberson]
-
A.
Keisha Morris
Keisha Morris is an American woman best known for her brief marriage to iconic rapper and actor Tupac Shakur in the mid-1990s.
-
B.
Delia Juanita Warrick
Delia Juanita Warrick, better known as Dee Dee Warwick, was an American soul and R&B singer noted for her powerful vocals and recordings in the 1960s and 1970s.
-
C.
Wanya Morris
Wanya Morris is an American R&B singer best known as a member of the vocal group Boyz II Men.
-
D.
Vonetta Flowers
Vonetta Flowers is an American bobsledder who became the first Black athlete from any country to win a gold medal at the Winter Olympics.
-
E.
Nicole Avant
Nicole Avant is an American film producer, former U.S. Ambassador to the Bahamas, and daughter of influential music executive Clarence Avant.
- 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: LaTavia Roberson Triple: [Destiny's Child, formerMember, LaTavia Roberson]
Generated description
LaTavia Roberson is an American singer and original member of the R&B girl group Destiny's Child, known for her contributions to the group's early success before pursuing other ventures in music and entertainment.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: LaTavia Roberson Target entity description: LaTavia Roberson is an American singer and original member of the R&B girl group Destiny's Child, known for her contributions to the group's early success before pursuing other ventures in music and entertainment.
-
A.
Keisha Morris
Keisha Morris is an American woman best known for her brief marriage to iconic rapper and actor Tupac Shakur in the mid-1990s.
-
B.
Delia Juanita Warrick
Delia Juanita Warrick, better known as Dee Dee Warwick, was an American soul and R&B singer noted for her powerful vocals and recordings in the 1960s and 1970s.
-
C.
Wanya Morris
Wanya Morris is an American R&B singer best known as a member of the vocal group Boyz II Men.
-
D.
Vonetta Flowers
Vonetta Flowers is an American bobsledder who became the first Black athlete from any country to win a gold medal at the Winter Olympics.
-
E.
Nicole Avant
Nicole Avant is an American film producer, former U.S. Ambassador to the Bahamas, and daughter of influential music executive Clarence Avant.
- 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_69a88a1d1fd8819088b34990d69a712f |
completed | March 4, 2026, 7:38 p.m. |
| NER | Named-entity recognition | batch_69abbe6a412c8190ae632282650739d9 |
completed | March 7, 2026, 5:58 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69aebf17c28c81908f6b51c9ac6bc6ea |
completed | March 9, 2026, 12:37 p.m. |
| NEDg | Description generation | batch_69aebfbfdd78819081dc228abe0b1aff |
completed | March 9, 2026, 12:40 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69aec02c2d0c81908b2d149efc342ccf |
completed | March 9, 2026, 12:42 p.m. |
Created at: March 4, 2026, 7:45 p.m.