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.