Triple
T13589194
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | French preparatory classes |
E324646
|
entity |
| Predicate | economicTrackExample |
P110182
|
FINISHED |
| Object |
ECS (économique et commerciale option scientifique)
ECS (économique et commerciale option scientifique) is a French selective preparatory program that combines advanced mathematics and sciences with economics and humanities to prepare students for entrance exams to top business schools.
|
E1049874
|
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: ECS (économique et commerciale option scientifique) | Statement: [French preparatory classes, economicTrackExample, ECS (économique et commerciale option scientifique)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: ECS (économique et commerciale option scientifique) Context triple: [French preparatory classes, economicTrackExample, ECS (économique et commerciale option scientifique)]
-
A.
École Supérieure des Sciences Économiques et Commerciales
École Supérieure des Sciences Économiques et Commerciales is a leading French grande école and international business school known for its elite management, finance, and business programs.
-
B.
Sciences économiques et sociales
Sciences économiques et sociales is an academic section at the École pratique des hautes études focused on research and advanced study in economics and the social sciences.
-
C.
French Baccalauréat
The French Baccalauréat is France’s national secondary-school leaving qualification and university entrance diploma, known for its rigorous, broad-based academic curriculum and high-stakes final examinations.
-
D.
ENSAE Paris
ENSAE Paris is a leading French grande école specializing in statistics, economics, data science, and quantitative social sciences.
-
E.
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.
- 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: ECS (économique et commerciale option scientifique) Triple: [French preparatory classes, economicTrackExample, ECS (économique et commerciale option scientifique)]
Generated description
ECS (économique et commerciale option scientifique) is a French selective preparatory program that combines advanced mathematics and sciences with economics and humanities to prepare students for entrance exams to top business schools.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: ECS (économique et commerciale option scientifique) Target entity description: ECS (économique et commerciale option scientifique) is a French selective preparatory program that combines advanced mathematics and sciences with economics and humanities to prepare students for entrance exams to top business schools.
-
A.
École Supérieure des Sciences Économiques et Commerciales
École Supérieure des Sciences Économiques et Commerciales is a leading French grande école and international business school known for its elite management, finance, and business programs.
-
B.
Sciences économiques et sociales
Sciences économiques et sociales is an academic section at the École pratique des hautes études focused on research and advanced study in economics and the social sciences.
-
C.
French Baccalauréat
The French Baccalauréat is France’s national secondary-school leaving qualification and university entrance diploma, known for its rigorous, broad-based academic curriculum and high-stakes final examinations.
-
D.
ENSAE Paris
ENSAE Paris is a leading French grande école specializing in statistics, economics, data science, and quantitative social sciences.
-
E.
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.
- 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_69d80769100c819099111274614f5ed2 |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69dbbe99ddc08190a8d79107c8e176fa |
completed | April 12, 2026, 3:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f76bc347b881908267455f3bdd50e8 |
completed | May 3, 2026, 3:37 p.m. |
| NEDg | Description generation | batch_69f77642e4b881909915c686a0d6c6fa |
completed | May 3, 2026, 4:22 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f779178dc48190bb0de790de30d8b0 |
completed | May 3, 2026, 4:34 p.m. |
Created at: April 9, 2026, 9:49 p.m.