Triple
T10030102
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Paris-Est Sup |
E204829
|
entity |
| Predicate | collaboratesWith |
P37
|
FINISHED |
| Object | French grandes écoles |
E66410
|
NE FINISHED |
How this triple was built (2 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 grandes écoles | Statement: [Paris-Est Sup, collaboratesWith, French grandes écoles]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: French grandes écoles Context triple: [Paris-Est Sup, collaboratesWith, French grandes écoles]
-
A.
French grandes écoles
chosen
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.
French universities
French universities are public institutions of higher education and research in France that provide undergraduate to doctoral programs across a wide range of academic disciplines.
-
D.
ENSAE Paris
ENSAE Paris is a leading French grande école specializing in statistics, economics, data science, and quantitative social sciences.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69ca834d77188190ad645e33e8ca3200 |
completed | March 30, 2026, 2:06 p.m. |
| NER | Named-entity recognition | batch_69cdcde7ec088190845656cc2529c771 |
completed | April 2, 2026, 2:01 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d2b60256b48190829cfdbff0105cc0 |
completed | April 5, 2026, 7:20 p.m. |
Created at: March 30, 2026, 8:54 p.m.