Triple
T5933921
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Capgemini |
E131998
|
entity |
| Predicate | positionHeld |
P8
|
FINISHED |
| Object |
Aiman Ezzat – Chief Executive Officer
Aiman Ezzat is a French-Moroccan business executive and strategist who serves as the CEO of global consulting and IT services group Capgemini.
|
E556331
|
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 – Chief Executive Officer | Statement: [Capgemini, positionHeld, Aiman Ezzat – Chief Executive Officer]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Aiman Ezzat – Chief Executive Officer Context triple: [Capgemini, positionHeld, Aiman Ezzat – Chief Executive Officer]
-
A.
Mohamed Alabbar
Mohamed Alabbar is an Emirati businessman best known as the founder and chairman of Emaar Properties, the Dubai-based real estate giant behind landmark developments such as the Burj Khalifa and The Dubai Mall.
-
B.
Nillan Dangote
Nillan Dangote is the son of Tanzanian music star Diamond Platnumz and socialite Zari Hassan, known publicly through his parents’ celebrity status.
-
C.
Tiffah Dangote
Tiffah Dangote is the daughter of Tanzanian music star Diamond Platnumz and Ugandan socialite Zari Hassan, known as a celebrity child in East African entertainment circles.
-
D.
Hany Mukhtar
Hany Mukhtar is a German professional soccer player and attacking midfielder known as a star playmaker and MVP-caliber performer for Nashville SC in Major League Soccer.
-
E.
Adel Emam
Adel Emam is a legendary Egyptian actor and comedian widely regarded as one of the most influential and beloved stars in the Arab world's film and television industry.
- 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 – Chief Executive Officer Triple: [Capgemini, positionHeld, Aiman Ezzat – Chief Executive Officer]
Generated description
Aiman Ezzat is a French-Moroccan business executive and strategist who serves as the CEO of global consulting and IT services group Capgemini.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Aiman Ezzat – Chief Executive Officer Target entity description: Aiman Ezzat is a French-Moroccan business executive and strategist who serves as the CEO of global consulting and IT services group Capgemini.
-
A.
Jamie Salter – Chief Executive Officer
Jamie Salter – Chief Executive Officer is a Canadian entrepreneur and business executive best known as the founder and longtime leader of brand management company Authentic Brands Group.
-
B.
Tadeu Marroco, Chief Executive Officer
Tadeu Marroco is a Brazilian-born business executive who serves as the Chief Executive Officer of British American Tobacco, one of the world’s largest tobacco companies.
-
C.
Ryan Roslansky – Chief Executive Officer
Ryan Roslansky is the Chief Executive Officer of LinkedIn, overseeing the professional networking platform’s global strategy and operations.
-
D.
Paige Alexander – Chief Executive Officer
Paige Alexander is the Chief Executive Officer of The Carter Center, leading the nonprofit organization’s global peace and health initiatives.
-
E.
Tony Xu, CEO
Tony Xu is a Chinese-American entrepreneur best known as the co-founder and chief executive officer of the food delivery company DoorDash.
- 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_69c0c069e450819096b268637ffcd219 |
completed | March 23, 2026, 4:24 a.m. |
| NEDg | Description generation | batch_69c0c46fabf081908484ba066c25187b |
completed | March 23, 2026, 4:41 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c0c4f21528819093a36c07e2637446 |
completed | March 23, 2026, 4:43 a.m. |
Created at: March 22, 2026, 4 p.m.