Triple
T8122570
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cheryl Cole |
E189642
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Jean-Bernard Fernandez-Versini
Jean-Bernard Fernandez-Versini is a French restaurateur and businessman best known for his high-profile marriage to British singer Cheryl (formerly Cheryl Cole).
|
E714583
|
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: Jean-Bernard Fernandez-Versini | Statement: [Cheryl Cole, spouse, Jean-Bernard Fernandez-Versini]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Jean-Bernard Fernandez-Versini Context triple: [Cheryl Cole, spouse, Jean-Bernard Fernandez-Versini]
-
A.
Thibault Damour
Thibault Damour is a French theoretical physicist renowned for his influential work on general relativity, black holes, and gravitational waves.
-
B.
Daniel Baud-Bovy
Daniel Baud-Bovy was a Swiss writer and mountaineer known for his pioneering climbs and contributions to the cultural and literary life of early 20th-century Switzerland.
-
C.
David Fattal
David Fattal is an Israeli hotelier and entrepreneur best known as the founder and CEO of the Fattal Hotel Group, one of the largest hotel chains in Israel and Europe.
-
D.
Marc Nattier
Marc Nattier was a French painter and the son of the renowned portraitist Jean-Marc Nattier.
-
E.
Jean-Luc Perrin
Jean-Luc Perrin is a French mathematician known for his contributions to number theory and arithmetic geometry.
- 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: Jean-Bernard Fernandez-Versini Triple: [Cheryl Cole, spouse, Jean-Bernard Fernandez-Versini]
Generated description
Jean-Bernard Fernandez-Versini is a French restaurateur and businessman best known for his high-profile marriage to British singer Cheryl (formerly Cheryl Cole).
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Jean-Bernard Fernandez-Versini Target entity description: Jean-Bernard Fernandez-Versini is a French restaurateur and businessman best known for his high-profile marriage to British singer Cheryl (formerly Cheryl Cole).
-
A.
Thibault Damour
Thibault Damour is a French theoretical physicist renowned for his influential work on general relativity, black holes, and gravitational waves.
-
B.
Daniel Baud-Bovy
Daniel Baud-Bovy was a Swiss writer and mountaineer known for his pioneering climbs and contributions to the cultural and literary life of early 20th-century Switzerland.
-
C.
David Fattal
David Fattal is an Israeli hotelier and entrepreneur best known as the founder and CEO of the Fattal Hotel Group, one of the largest hotel chains in Israel and Europe.
-
D.
Marc Nattier
Marc Nattier was a French painter and the son of the renowned portraitist Jean-Marc Nattier.
-
E.
Jean-Luc Perrin
Jean-Luc Perrin is a French mathematician known for his contributions to number theory and arithmetic geometry.
- 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_69ca82bb74848190afb1f18640632c10 |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb435cb30881909ccaa2f625e53799 |
completed | March 31, 2026, 3:45 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cc945c743c8190bf1d8e60975bd8bc |
completed | April 1, 2026, 3:43 a.m. |
| NEDg | Description generation | batch_69cc976995e481908a7e8f3b49c2784b |
completed | April 1, 2026, 3:56 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cca843fbc0819098d1841fcef25eaa |
completed | April 1, 2026, 5:08 a.m. |
Created at: March 30, 2026, 5:33 p.m.