Triple

T14531103

Position	Surface form	Disambiguated ID	Type / Status
Subject	EM Lyon Business School	`E340916`	entity
Predicate	offersProgram	`P178`	FINISHED
Object	Grande École Programme The Grande École Programme is a prestigious French graduate-level management track that typically combines rigorous academic training, competitive entry, and strong corporate connections to prepare students for high-level business careers.	`E624084`	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: Grande École Programme | Statement: [EM Lyon Business School, offersProgram, Grande École Programme]

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

Target entity: Grande École Programme
Context triple: [EM Lyon Business School, offersProgram, Grande École Programme]

A. French grandes écoles
French grandes écoles are elite, highly selective higher education institutions in France that specialize in fields such as engineering, business, and public administration and often lead to top positions in government and industry.
B. Grande École Programme (Master in Management)
The Grande École Programme (Master in Management) is ESSEC Business School’s flagship, highly selective pre-experience master’s degree in management, renowned for its academic rigor, international focus, and strong links to industry.
C. Conférence des grandes écoles
Conférence des grandes écoles is a French association that groups together the country’s most prestigious higher education institutions, particularly elite engineering and business schools.
D. Écoles normales supérieures
The Écoles normales supérieures are elite French higher education and research institutions known for training many of the country’s leading academics, scientists, and public intellectuals.
E. ENSAE Paris
ENSAE Paris is a leading French grande école specializing in statistics, economics, data science, and quantitative social sciences.
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: Grande École Programme
Triple: [EM Lyon Business School, offersProgram, Grande École Programme]

Generated description

The Grande École Programme is a prestigious French graduate-level management track that typically combines rigorous academic training, competitive entry, and strong corporate connections to prepare students for high-level business careers.

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

Target entity: Grande École Programme
Target entity description: The Grande École Programme is a prestigious French graduate-level management track that typically combines rigorous academic training, competitive entry, and strong corporate connections to prepare students for high-level business careers.

A. French grandes écoles
French grandes écoles are elite, highly selective higher education institutions in France that specialize in fields such as engineering, business, and public administration and often lead to top positions in government and industry.
B. Grande École Programme (Master in Management) chosen
The Grande École Programme (Master in Management) is ESSEC Business School’s flagship, highly selective pre-experience master’s degree in management, renowned for its academic rigor, international focus, and strong links to industry.
C. Conférence des grandes écoles
Conférence des grandes écoles is a French association that groups together the country’s most prestigious higher education institutions, particularly elite engineering and business schools.
D. Écoles normales supérieures
The Écoles normales supérieures are elite French higher education and research institutions known for training many of the country’s leading academics, scientists, and public intellectuals.
E. ENSAE Paris
ENSAE Paris is a leading French grande école specializing in statistics, economics, data science, and quantitative social sciences.
F. None of above.

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_69d822dac79c8190a84a073f3cbaced5`	completed	April 9, 2026, 10:06 p.m.
NER	Named-entity recognition	`batch_69dea052d01c81909c8592c351be6f35`	completed	April 14, 2026, 8:15 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69fd7a56872c8190a6d2421cb81aeeb1`	completed	May 8, 2026, 5:53 a.m.
NEDg	Description generation	`batch_69fd7c7764188190b1601bea3b74f4c2`	completed	May 8, 2026, 6:02 a.m.
NED2	Entity disambiguation (via description)	`batch_69fd7d3ddc908190ab3afe1a1ab51ac2`	completed	May 8, 2026, 6:05 a.m.

Created at: April 10, 2026, 1:22 a.m.