Triple
T4877260
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Keyshia Cole |
E109233
|
entity |
| Predicate | televisionShow |
P3279
|
FINISHED |
| Object |
Keyshia Cole: The Way It Is
Keyshia Cole: The Way It Is is a BET reality television series that follows R&B singer Keyshia Cole’s personal life, family relationships, and music career.
|
E477559
|
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 Cole: The Way It Is | Statement: [Keyshia Cole, televisionShow, Keyshia Cole: The Way It Is]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Keyshia Cole: The Way It Is Context triple: [Keyshia Cole, televisionShow, Keyshia Cole: The Way It Is]
-
A.
The Diary of Alicia Keys
The Diary of Alicia Keys is the Grammy-winning second studio album by American singer-songwriter Alicia Keys, blending soulful R&B, neo-soul, and piano-driven ballads.
-
B.
Ciara: The Evolution
"Ciara: The Evolution" is the second studio album by American singer Ciara, showcasing her growth as an R&B and pop artist through dance-focused tracks and more mature themes.
-
C.
The Wendy Williams Experience
The Wendy Williams Experience was a popular syndicated radio talk show hosted by Wendy Williams, known for its candid celebrity interviews, gossip, and outspoken commentary.
-
D.
Lil' Mo
Lil' Mo is an American R&B singer, songwriter, and radio personality known for her powerful vocals and collaborations with prominent hip-hop and R&B artists in the late 1990s and 2000s.
-
E.
Beyoncé: Life Is But a Dream
Beyoncé: Life Is But a Dream is a 2013 autobiographical documentary film that offers an intimate look at Beyoncé's personal life, career, and creative process.
- 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 Cole: The Way It Is Triple: [Keyshia Cole, televisionShow, Keyshia Cole: The Way It Is]
Generated description
Keyshia Cole: The Way It Is is a BET reality television series that follows R&B singer Keyshia Cole’s personal life, family relationships, and music career.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Keyshia Cole: The Way It Is Target entity description: Keyshia Cole: The Way It Is is a BET reality television series that follows R&B singer Keyshia Cole’s personal life, family relationships, and music career.
-
A.
The Diary of Alicia Keys
The Diary of Alicia Keys is the Grammy-winning second studio album by American singer-songwriter Alicia Keys, blending soulful R&B, neo-soul, and piano-driven ballads.
-
B.
Ciara: The Evolution
"Ciara: The Evolution" is the second studio album by American singer Ciara, showcasing her growth as an R&B and pop artist through dance-focused tracks and more mature themes.
-
C.
The Wendy Williams Experience
The Wendy Williams Experience was a popular syndicated radio talk show hosted by Wendy Williams, known for its candid celebrity interviews, gossip, and outspoken commentary.
-
D.
Lil' Mo
Lil' Mo is an American R&B singer, songwriter, and radio personality known for her powerful vocals and collaborations with prominent hip-hop and R&B artists in the late 1990s and 2000s.
-
E.
Beyoncé: Life Is But a Dream
Beyoncé: Life Is But a Dream is a 2013 autobiographical documentary film that offers an intimate look at Beyoncé's personal life, career, and creative process.
- 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_69bd440e9d64819083e82cf33b4d9570 |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd6dbbc734819083b28a022e5690d6 |
completed | March 20, 2026, 3:54 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be67fc50cc819083a475a1de914670 |
completed | March 21, 2026, 9:42 a.m. |
| NEDg | Description generation | batch_69be6c25d3448190b2589959a2f221c8 |
completed | March 21, 2026, 10 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be6cf6662c8190bc1b94766c5da1e9 |
completed | March 21, 2026, 10:03 a.m. |
Created at: March 20, 2026, 1:27 p.m.