Triple
T13589189
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | French preparatory classes |
E324646
|
entity |
| Predicate | scientificTrackExample |
P110181
|
FINISHED |
| Object |
MPSI (mathématiques, physique et sciences de l’ingénieur)
MPSI (mathématiques, physique et sciences de l’ingénieur) is a highly selective first-year scientific track in the French preparatory class system that focuses on advanced mathematics, physics, and engineering sciences to prepare students for entrance exams to top engineering schools.
|
E1048337
|
NE FINISHED |
How this triple was built (5 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: MPSI (mathématiques, physique et sciences de l’ingénieur) | Statement: [French preparatory classes, scientificTrackExample, MPSI (mathématiques, physique et sciences de l’ingénieur)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: MPSI (mathématiques, physique et sciences de l’ingénieur) Context triple: [French preparatory classes, scientificTrackExample, MPSI (mathématiques, physique et sciences de l’ingénieur)]
-
A.
Institutions de Physique
Institutions de Physique is an influential 18th-century physics and philosophy treatise by Émilie du Châtelet that synthesizes and critiques Newtonian and Leibnizian ideas for a broader scholarly audience.
-
B.
concours d’entrée de l’École Polytechnique
Le concours d’entrée de l’École Polytechnique est un examen hautement sélectif et prestigieux qui permet de recruter les élèves-ingénieurs de la grande école scientifique française l’X.
-
C.
PSG Institutions
PSG Institutions is a prominent educational trust in Coimbatore, India, that manages a group of renowned schools and colleges in engineering, technology, medicine, and other fields.
-
D.
Physical-Mathematical and Natural Sciences
Physical-Mathematical and Natural Sciences is a category of the Mexican National Prize for Arts and Sciences that honors outstanding contributions in fields such as physics, mathematics, and the natural sciences.
-
E.
École de Physique et Chimie Industrielles de la Ville de Paris
The École de Physique et Chimie Industrielles de la Ville de Paris is a prestigious French engineering school in Paris renowned for its rigorous training in physics and chemistry and for producing several Nobel Prize–winning scientists.
- 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: MPSI (mathématiques, physique et sciences de l’ingénieur) Triple: [French preparatory classes, scientificTrackExample, MPSI (mathématiques, physique et sciences de l’ingénieur)]
Generated description
MPSI (mathématiques, physique et sciences de l’ingénieur) is a highly selective first-year scientific track in the French preparatory class system that focuses on advanced mathematics, physics, and engineering sciences to prepare students for entrance exams to top engineering schools.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: MPSI (mathématiques, physique et sciences de l’ingénieur) Target entity description: MPSI (mathématiques, physique et sciences de l’ingénieur) is a highly selective first-year scientific track in the French preparatory class system that focuses on advanced mathematics, physics, and engineering sciences to prepare students for entrance exams to top engineering schools.
-
A.
Institutions de Physique
Institutions de Physique is an influential 18th-century physics and philosophy treatise by Émilie du Châtelet that synthesizes and critiques Newtonian and Leibnizian ideas for a broader scholarly audience.
-
B.
concours d’entrée de l’École Polytechnique
Le concours d’entrée de l’École Polytechnique est un examen hautement sélectif et prestigieux qui permet de recruter les élèves-ingénieurs de la grande école scientifique française l’X.
-
C.
PSG Institutions
PSG Institutions is a prominent educational trust in Coimbatore, India, that manages a group of renowned schools and colleges in engineering, technology, medicine, and other fields.
-
D.
Physical-Mathematical and Natural Sciences
Physical-Mathematical and Natural Sciences is a category of the Mexican National Prize for Arts and Sciences that honors outstanding contributions in fields such as physics, mathematics, and the natural sciences.
-
E.
École de Physique et Chimie Industrielles de la Ville de Paris
The École de Physique et Chimie Industrielles de la Ville de Paris is a prestigious French engineering school in Paris renowned for its rigorous training in physics and chemistry and for producing several Nobel Prize–winning scientists.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: scientificTrackExample Context triple: [French preparatory classes, scientificTrackExample, MPSI (mathématiques, physique et sciences de l’ingénieur)]
-
A.
isScientific
Indicates that something pertains to or is based on systematic scientific methods, principles, or knowledge.
-
B.
scientificResearch
Indicates that an entity conducts, participates in, or is the subject of systematic scientific investigation or study.
-
C.
sciencePhaseStart
Indicates the point in time when a scientific process, experiment, or phase begins.
-
D.
studyType
Indicates the kind or category of study or research methodology associated with an entity or activity.
-
E.
SCIType
Indicates a classification relationship where an entity is assigned a specific type or category within a scientific or structured information context.
- F. None of above. chosen
Provenance (7 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_69dbb055cc98819091fab597b69e5e3e |
completed | April 12, 2026, 2:46 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_69f7791add908190af69b23a54eb7560 |
completed | May 3, 2026, 4:34 p.m. |
| PD | Predicate disambiguation | batch_69dbae18eaf48190809e8b365856cde9 |
completed | April 12, 2026, 2:37 p.m. |
| PDg | Predicate description generation | batch_69dbaf9f3bdc8190838539aaef1f422b |
completed | April 12, 2026, 2:43 p.m. |
Created at: April 9, 2026, 9:49 p.m.