Triple
T3080998
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | l’X |
E64254
|
entity |
| Predicate | relatedTo |
P37
|
FINISHED |
| Object |
French preparatory classes (classes préparatoires)
French preparatory classes (classes préparatoires) are highly selective two-year post-secondary programs in France that rigorously prepare students for competitive entrance exams to elite grandes écoles in fields such as engineering, business, and the humanities.
|
E324646
|
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: French preparatory classes (classes préparatoires) | Statement: [l’X, relatedTo, French preparatory classes (classes préparatoires)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: French preparatory classes (classes préparatoires) Context triple: [l’X, relatedTo, French preparatory classes (classes préparatoires)]
-
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.
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.
-
C.
École Normale (Paris)
École Normale (Paris) is a prestigious French higher education institution in Paris known for training many of the country’s leading scientists, intellectuals, and educators.
-
D.
Écoles françaises à l’étranger
Écoles françaises à l’étranger is a network of French state-run academic and cultural institutions abroad that support advanced research, training, and international collaboration in fields such as archaeology, history, and the humanities.
-
E.
Lycée Louis-le-Grand
Lycée Louis-le-Grand is a prestigious and historic Parisian secondary school and preparatory institution renowned for educating many prominent French and international figures.
- 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: French preparatory classes (classes préparatoires) Triple: [l’X, relatedTo, French preparatory classes (classes préparatoires)]
Generated description
French preparatory classes (classes préparatoires) are highly selective two-year post-secondary programs in France that rigorously prepare students for competitive entrance exams to elite grandes écoles in fields such as engineering, business, and the humanities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: French preparatory classes (classes préparatoires) Target entity description: French preparatory classes (classes préparatoires) are highly selective two-year post-secondary programs in France that rigorously prepare students for competitive entrance exams to elite grandes écoles in fields such as engineering, business, and the humanities.
-
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.
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.
-
C.
École Normale (Paris)
École Normale (Paris) is a prestigious French higher education institution in Paris known for training many of the country’s leading scientists, intellectuals, and educators.
-
D.
Écoles françaises à l’étranger
Écoles françaises à l’étranger is a network of French state-run academic and cultural institutions abroad that support advanced research, training, and international collaboration in fields such as archaeology, history, and the humanities.
-
E.
Lycée Louis-le-Grand
Lycée Louis-le-Grand is a prestigious and historic Parisian secondary school and preparatory institution renowned for educating many prominent French and international figures.
- 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_69ad857bb4c88190a4cf27893fcabed8 |
completed | March 8, 2026, 2:19 p.m. |
| NER | Named-entity recognition | batch_69ada1aaf6d48190af4f9106965589b0 |
completed | March 8, 2026, 4:19 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b1f89443a4819091dafc560b45cc26 |
completed | March 11, 2026, 11:19 p.m. |
| NEDg | Description generation | batch_69b1f93d5b208190835093f453fd33ab |
completed | March 11, 2026, 11:22 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b1f9ea9b908190a86e2b79a89e0283 |
completed | March 11, 2026, 11:25 p.m. |
Created at: March 8, 2026, 3:03 p.m.