Triple
T10141735
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shep Crawford |
E231597
|
entity |
| Predicate | workedWith |
P398
|
FINISHED |
| Object |
Deborah Cox
Deborah Cox is a Canadian R&B singer, songwriter, and actress best known for her powerful vocals and hits like "Nobody's Supposed to Be Here."
|
E844540
|
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: Deborah Cox | Statement: [Shep Crawford, workedWith, Deborah Cox]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Deborah Cox Context triple: [Shep Crawford, workedWith, Deborah Cox]
-
A.
Toni Braxton
Toni Braxton is an American R&B singer and songwriter known for her rich contralto voice and hits like "Un-Break My Heart," making her one of the best-selling female artists of the 1990s.
-
B.
Chanté Moore
Chanté Moore is an American R&B and soul singer known for her smooth vocal style and hits throughout the 1990s and 2000s.
-
C.
Deborah Joy Winans
Deborah Joy Winans is an American actress and singer best known for her role as Charity Greenleaf-Satterlee on the Oprah Winfrey Network drama series "Greenleaf."
-
D.
Evelyn Braxton
Evelyn Braxton is an American opera singer, certified life coach, and matriarch of the Braxton family, best known as the mother of singer Toni Braxton and for appearing on the reality show "Braxton Family Values."
-
E.
Mary J. Blige
Mary J. Blige is an American singer, songwriter, and actress widely known as the "Queen of Hip-Hop Soul" for her influential blend of R&B, soul, and hip-hop.
- 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: Deborah Cox Triple: [Shep Crawford, workedWith, Deborah Cox]
Generated description
Deborah Cox is a Canadian R&B singer, songwriter, and actress best known for her powerful vocals and hits like "Nobody's Supposed to Be Here."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Deborah Cox Target entity description: Deborah Cox is a Canadian R&B singer, songwriter, and actress best known for her powerful vocals and hits like "Nobody's Supposed to Be Here."
-
A.
Toni Braxton
Toni Braxton is an American R&B singer and songwriter known for her rich contralto voice and hits like "Un-Break My Heart," making her one of the best-selling female artists of the 1990s.
-
B.
Chanté Moore
Chanté Moore is an American R&B and soul singer known for her smooth vocal style and hits throughout the 1990s and 2000s.
-
C.
Deborah Joy Winans
Deborah Joy Winans is an American actress and singer best known for her role as Charity Greenleaf-Satterlee on the Oprah Winfrey Network drama series "Greenleaf."
-
D.
Evelyn Braxton
Evelyn Braxton is an American opera singer, certified life coach, and matriarch of the Braxton family, best known as the mother of singer Toni Braxton and for appearing on the reality show "Braxton Family Values."
-
E.
Mary J. Blige
Mary J. Blige is an American singer, songwriter, and actress widely known as the "Queen of Hip-Hop Soul" for her influential blend of R&B, soul, and hip-hop.
- 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_69ca848364f881908a24366a6feec1db |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cdeb2599e0819090184631e481310c |
completed | April 2, 2026, 4:05 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d2e60e51488190a6097837eb3ce18a |
completed | April 5, 2026, 10:45 p.m. |
| NEDg | Description generation | batch_69d2ea2b0c2c8190ad96980673f182c1 |
completed | April 5, 2026, 11:03 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d2ea7fe7948190baa7ffcfe5c399dd |
completed | April 5, 2026, 11:04 p.m. |
Created at: March 30, 2026, 9:07 p.m.