Triple
T6882634
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | TLC |
E158835
|
entity |
| Predicate | member |
P10
|
FINISHED |
| Object |
Rozonda "Chilli" Thomas
Rozonda "Chilli" Thomas is an American singer, dancer, and actress best known as a member of the influential R&B/hip-hop girl group TLC.
|
E626911
|
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: Rozonda "Chilli" Thomas | Statement: [TLC, member, Rozonda "Chilli" Thomas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Rozonda "Chilli" Thomas Context triple: [TLC, member, Rozonda "Chilli" Thomas]
-
A.
Tionne Watkins
Tionne Watkins, better known as T-Boz, is an American singer, songwriter, and actress best known as a member of the Grammy-winning R&B/hip-hop girl group TLC.
-
B.
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.
-
C.
Tamia
Tamia is a Canadian R&B singer and songwriter known for hits like "So Into You" and "Stranger in My House."
-
D.
Cheryl Lynn
Cheryl Lynn is an American R&B and disco singer best known for her 1978 hit single "Got to Be Real."
-
E.
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.
- 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: Rozonda "Chilli" Thomas Triple: [TLC, member, Rozonda "Chilli" Thomas]
Generated description
Rozonda "Chilli" Thomas is an American singer, dancer, and actress best known as a member of the influential R&B/hip-hop girl group TLC.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Rozonda "Chilli" Thomas Target entity description: Rozonda "Chilli" Thomas is an American singer, dancer, and actress best known as a member of the influential R&B/hip-hop girl group TLC.
-
A.
Tionne Watkins
Tionne Watkins, better known as T-Boz, is an American singer, songwriter, and actress best known as a member of the Grammy-winning R&B/hip-hop girl group TLC.
-
B.
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.
-
C.
Tamia
Tamia is a Canadian R&B singer and songwriter known for hits like "So Into You" and "Stranger in My House."
-
D.
Cheryl Lynn
Cheryl Lynn is an American R&B and disco singer best known for her 1978 hit single "Got to Be Real."
-
E.
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.
- 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_69c688342f6c8190ad7eea6ba262db99 |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6d8e90c9481908d00634f67fa71f8 |
completed | March 27, 2026, 7:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c748c79d2c819097462b4517dd76d7 |
completed | March 28, 2026, 3:19 a.m. |
| NEDg | Description generation | batch_69c749b9f4048190b7f8564f804e1231 |
completed | March 28, 2026, 3:23 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c74a8b5af88190a60782e247129d1a |
completed | March 28, 2026, 3:27 a.m. |
Created at: March 27, 2026, 2:23 p.m.