Triple
T3112692
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Usher |
E64985
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Tameka Foster
Tameka Foster is an American fashion stylist and television personality best known for her high-profile marriage to R&B singer Usher.
|
E331707
|
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: Tameka Foster | Statement: [Usher, spouse, Tameka Foster]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tameka Foster Context triple: [Usher, spouse, Tameka Foster]
-
A.
Tyisha Bogues
Tyisha Bogues is the daughter of former NBA point guard Muggsy Bogues.
-
B.
Shanté Smith
Shanté Smith is the savvy, self-assured protagonist of the romantic comedy film "Two Can Play That Game," known for her strategic approach to relationships and dating.
-
C.
Aisha Morris
Aisha Morris is the daughter of musician Stevie Wonder, widely known as the baby celebrated in his song "Isn't She Lovely."
-
D.
Tiffany Mitchell
Tiffany Mitchell is a fictional character from the British soap opera "EastEnders," known for her dramatic storylines and tragic death in the late 1990s.
-
E.
Tyasha Harris
Tyasha Harris is an American professional basketball player and standout point guard who starred for the University of South Carolina Gamecocks women’s basketball program.
- 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: Tameka Foster Triple: [Usher, spouse, Tameka Foster]
Generated description
Tameka Foster is an American fashion stylist and television personality best known for her high-profile marriage to R&B singer Usher.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tameka Foster Target entity description: Tameka Foster is an American fashion stylist and television personality best known for her high-profile marriage to R&B singer Usher.
-
A.
Tyisha Bogues
Tyisha Bogues is the daughter of former NBA point guard Muggsy Bogues.
-
B.
Shanté Smith
Shanté Smith is the savvy, self-assured protagonist of the romantic comedy film "Two Can Play That Game," known for her strategic approach to relationships and dating.
-
C.
Aisha Morris
Aisha Morris is the daughter of musician Stevie Wonder, widely known as the baby celebrated in his song "Isn't She Lovely."
-
D.
Tiffany Mitchell
Tiffany Mitchell is a fictional character from the British soap opera "EastEnders," known for her dramatic storylines and tragic death in the late 1990s.
-
E.
Tyasha Harris
Tyasha Harris is an American professional basketball player and standout point guard who starred for the University of South Carolina Gamecocks women’s basketball program.
- 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_69ad857eeaf48190b34ebfdaa7a264cf |
completed | March 8, 2026, 2:19 p.m. |
| NER | Named-entity recognition | batch_69ada43b0b3c8190a828c9cfcf730ed9 |
completed | March 8, 2026, 4:30 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b224c9ecd481909198bb0a6c0c31e8 |
completed | March 12, 2026, 2:28 a.m. |
| NEDg | Description generation | batch_69b2277b5af8819089da78955f88d1a5 |
completed | March 12, 2026, 2:39 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b2280d49248190bcba38d38a7f6947 |
completed | March 12, 2026, 2:42 a.m. |
Created at: March 8, 2026, 3:04 p.m.