Triple
T2825060
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Martial Hebert |
E54899
|
entity |
| Predicate | educatedAt |
P5
|
FINISHED |
| Object | École Nationale Supérieure de l’Aéronautique et de l’Espace |
E239225
|
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: École Nationale Supérieure de l’Aéronautique et de l’Espace | Statement: [Martial Hebert, educatedAt, École Nationale Supérieure de l’Aéronautique et de l’Espace]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: École Nationale Supérieure de l’Aéronautique et de l’Espace Context triple: [Martial Hebert, educatedAt, École Nationale Supérieure de l’Aéronautique et de l’Espace]
-
A.
École Nationale Supérieure de l'Aéronautique et de l'Espace (Supaéro)
chosen
École Nationale Supérieure de l'Aéronautique et de l'Espace (Supaéro) is a leading French grande école and engineering institution specializing in aerospace engineering, research, and education.
-
B.
École centrale de Versailles
École centrale de Versailles was a short-lived post-revolutionary French educational institution that served as a precursor to the prestigious Lycée Hoche in Versailles.
-
C.
École des Ponts et Chaussées
École des Ponts et Chaussées is one of France’s oldest and most prestigious engineering schools, renowned for training civil engineers and leaders in infrastructure, transportation, and environmental engineering.
-
D.
École Centrale des Arts et Manufactures
École Centrale des Arts et Manufactures is a prestigious French engineering grande école renowned for training leading industrial and civil engineers.
-
E.
École des Mines de Paris
École des Mines de Paris is one of France’s most prestigious engineering schools, renowned for its rigorous scientific and technical education and influential alumni in academia, industry, and government.
- 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_69ab49e100c0819082a40cb797383243 |
completed | March 6, 2026, 9:40 p.m. |
| NER | Named-entity recognition | batch_69abde925e688190bb390d3182f8c4f0 |
completed | March 7, 2026, 8:15 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afceaf9298819093eb24a8ff0b5e02 |
completed | March 10, 2026, 7:56 a.m. |
Created at: March 6, 2026, 9:59 p.m.