Triple
T5933920
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Capgemini |
E131998
|
entity |
| Predicate | keyPerson |
P256
|
FINISHED |
| Object |
Aiman Ezzat
Aiman Ezzat is a French-Moroccan business executive best known as the Chief Executive Officer of the global consulting and technology services company Capgemini.
|
E564012
|
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: Aiman Ezzat | Statement: [Capgemini, keyPerson, Aiman Ezzat]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Aiman Ezzat Context triple: [Capgemini, keyPerson, Aiman Ezzat]
-
A.
Amina Rizk
Amina Rizk was a renowned Egyptian film and stage actress celebrated for her powerful dramatic roles in classic Arabic cinema.
-
B.
Nayel Nassar
Nayel Nassar is an Egyptian-American professional show jumping rider and businessman known for competing internationally and for being married to Jennifer Gates, the daughter of Bill and Melinda Gates.
-
C.
Samira Ibrahim
Samira Ibrahim is an Egyptian activist known for challenging military abuses and becoming a prominent female voice of the Arab Spring.
-
D.
Alaa Khaled
Alaa Khaled is the son of American DJ, record executive, and media personality DJ Khaled.
-
E.
Naglaa Ali Mahmoud
Naglaa Ali Mahmoud is an Egyptian public figure best known as the wife of the late former Egyptian president Mohamed Morsi and for her low-profile, modest approach to the role of first lady.
- 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: Aiman Ezzat Triple: [Capgemini, keyPerson, Aiman Ezzat]
Generated description
Aiman Ezzat is a French-Moroccan business executive best known as the Chief Executive Officer of the global consulting and technology services company Capgemini.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Aiman Ezzat Target entity description: Aiman Ezzat is a French-Moroccan business executive best known as the Chief Executive Officer of the global consulting and technology services company Capgemini.
-
A.
Amina Rizk
Amina Rizk was a renowned Egyptian film and stage actress celebrated for her powerful dramatic roles in classic Arabic cinema.
-
B.
Nayel Nassar
Nayel Nassar is an Egyptian-American professional show jumping rider and businessman known for competing internationally and for being married to Jennifer Gates, the daughter of Bill and Melinda Gates.
-
C.
Samira Ibrahim
Samira Ibrahim is an Egyptian activist known for challenging military abuses and becoming a prominent female voice of the Arab Spring.
-
D.
Alaa Khaled
Alaa Khaled is the son of American DJ, record executive, and media personality DJ Khaled.
-
E.
Naglaa Ali Mahmoud
Naglaa Ali Mahmoud is an Egyptian public figure best known as the wife of the late former Egyptian president Mohamed Morsi and for her low-profile, modest approach to the role of first lady.
- 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_69c0085c55dc8190aa90e242c956e2fa |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c0389f6fc881909527b928838ffcdd |
completed | March 22, 2026, 6:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c1135056348190876693465e221bac |
completed | March 23, 2026, 10:17 a.m. |
| NEDg | Description generation | batch_69c114c6025c8190b9ec519a1df49915 |
completed | March 23, 2026, 10:24 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c115552c188190b500d96e86410180 |
completed | March 23, 2026, 10:26 a.m. |
Created at: March 22, 2026, 4 p.m.