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.