Triple

T22503414

Position	Surface form	Disambiguated ID	Type / Status
Subject	Aiman Ezzat	`E556331`	entity
Predicate	positionHeld	`P8`	FINISHED
Object	Chief Executive Officer of Capgemini Aiman Ezzat is a French-Moroccan business executive known for leading the global consulting and technology services company Capgemini.	`E1541019`	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: Chief Executive Officer of Capgemini | Statement: [Aiman Ezzat, positionHeld, Chief Executive Officer of Capgemini]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Chief Executive Officer of Capgemini
Context triple: [Aiman Ezzat, positionHeld, Chief Executive Officer of Capgemini]

A. Chief Executive Officer of Infosys
The Chief Executive Officer of Infosys is the top executive responsible for leading the global strategy, operations, and overall management of Infosys, one of India’s largest and most influential IT services and consulting companies.
B. Chief Executive Officer of Deutsche Telekom AG
The Chief Executive Officer of Deutsche Telekom AG is the top executive responsible for leading the strategy, operations, and overall management of the German telecommunications giant.
C. Chief Executive Officer of Capital One
The Chief Executive Officer of Capital One is the top executive responsible for leading the company’s overall strategy, operations, and financial performance as one of the largest U.S. banks and credit card issuers.
D. Chief Executive Officer of Lucent Technologies
The Chief Executive Officer of Lucent Technologies is the top executive responsible for leading the company’s overall strategy, operations, and corporate direction in the telecommunications equipment industry.
E. Chief Executive Officer of Wipro Limited
The Chief Executive Officer of Wipro Limited is the top executive responsible for leading the global strategy, operations, and overall performance of the Indian multinational IT services and consulting company.
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: Chief Executive Officer of Capgemini
Triple: [Aiman Ezzat, positionHeld, Chief Executive Officer of Capgemini]

Generated description

Aiman Ezzat is a French-Moroccan business executive known for leading the global consulting and technology services company Capgemini.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Chief Executive Officer of Capgemini
Target entity description: Aiman Ezzat is a French-Moroccan business executive known for leading the global consulting and technology services company Capgemini.

A. Chief Executive Officer of Infosys
The Chief Executive Officer of Infosys is the top executive responsible for leading the global strategy, operations, and overall management of Infosys, one of India’s largest and most influential IT services and consulting companies.
B. Chief Executive Officer of Deutsche Telekom AG
The Chief Executive Officer of Deutsche Telekom AG is the top executive responsible for leading the strategy, operations, and overall management of the German telecommunications giant.
C. Chief Executive Officer of Capital One
The Chief Executive Officer of Capital One is the top executive responsible for leading the company’s overall strategy, operations, and financial performance as one of the largest U.S. banks and credit card issuers.
D. Chief Executive Officer of Lucent Technologies
The Chief Executive Officer of Lucent Technologies is the top executive responsible for leading the company’s overall strategy, operations, and corporate direction in the telecommunications equipment industry.
E. Chief Executive Officer of Wipro Limited
The Chief Executive Officer of Wipro Limited is the top executive responsible for leading the global strategy, operations, and overall performance of the Indian multinational IT services and consulting company.
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_69e11e555edc81909ca803587dafd747`	completed	April 16, 2026, 5:37 p.m.
NER	Named-entity recognition	`batch_69f15d5a01888190ba65a05616b63cbe`	completed	April 29, 2026, 1:22 a.m.
NED1	Entity disambiguation (via context triple)	`batch_6a0b17e66d0881908e766c3e9c2dcb18`	completed	May 18, 2026, 1:45 p.m.
NEDg	Description generation	`batch_6a0b19ca1dec81909edd2ae35d77be86`	completed	May 18, 2026, 1:53 p.m.
NED2	Entity disambiguation (via description)	`batch_6a0b1ada13008190bff68ad976f1c909`	completed	May 18, 2026, 1:57 p.m.

Created at: April 16, 2026, 8:50 p.m.