Triple
T15541944
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gucci Mane |
E370499
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Keyshia Ka'oir
Keyshia Ka'oir is a Jamaican-American model, entrepreneur, and cosmetics brand owner known for her high-profile presence in hip-hop culture and fashion.
|
E214744
|
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: Keyshia Ka'oir | Statement: [Gucci Mane, spouse, Keyshia Ka'oir]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Keyshia Ka'oir Context triple: [Gucci Mane, spouse, Keyshia Ka'oir]
-
A.
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.
-
B.
Keshia Chanté
Keshia Chanté is a Canadian singer, actress, and television personality known for her R&B music career and prominent hosting roles on music video countdown shows.
-
C.
Syleena Johnson
Syleena Johnson is an American R&B and soul singer-songwriter known for her powerful vocals and collaborations with artists like Kanye West.
-
D.
K. Michelle
K. Michelle is an American R&B singer, songwriter, and television personality known for her powerful vocals, emotionally raw music, and appearances on reality shows like "Love & Hip Hop: Atlanta."
-
E.
Kesha Ward
Kesha Ward is an American businesswoman and philanthropist best known as the wife of rapper 2 Chainz and for her work in education and community initiatives.
- 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: Keyshia Ka'oir Triple: [Gucci Mane, spouse, Keyshia Ka'oir]
Generated description
Keyshia Ka'oir is a Jamaican-American model, entrepreneur, and cosmetics brand owner known for her high-profile presence in hip-hop culture and fashion.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Keyshia Ka'oir Target entity description: Keyshia Ka'oir is a Jamaican-American model, entrepreneur, and cosmetics brand owner known for her high-profile presence in hip-hop culture and fashion.
-
A.
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.
-
B.
Keshia Chanté
Keshia Chanté is a Canadian singer, actress, and television personality known for her R&B music career and prominent hosting roles on music video countdown shows.
-
C.
Syleena Johnson
Syleena Johnson is an American R&B and soul singer-songwriter known for her powerful vocals and collaborations with artists like Kanye West.
-
D.
K. Michelle
K. Michelle is an American R&B singer, songwriter, and television personality known for her powerful vocals, emotionally raw music, and appearances on reality shows like "Love & Hip Hop: Atlanta."
-
E.
Kesha Ward
chosen
Kesha Ward is an American businesswoman and philanthropist best known as the wife of rapper 2 Chainz and for her work in education and community initiatives.
- 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_69d85cc521a08190921fb50319dddc34 |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69e04432c3808190bb5b653bf8de30c6 |
completed | April 16, 2026, 2:06 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff4558677881908704ac86c12e1fc4 |
completed | May 9, 2026, 2:31 p.m. |
| NEDg | Description generation | batch_69ff468d1db88190ad71bc6780df5439 |
completed | May 9, 2026, 2:37 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff472fb24c8190912755bd95ef50c9 |
completed | May 9, 2026, 2:39 p.m. |
Created at: April 10, 2026, 4:07 a.m.