Input path: /home/debian/html/nutritwin/output_llm/6892159ee3966/input.json Output path: /home/debian/html/nutritwin/output_llm/6892159ee3966/output.json Input text: En sport. DB path: __deriveddata__/DerivedObjects/Data/KcalMeDB_fr.sl3 Picto path: __deriveddata__/DerivedObjects/Data/PictoMatcherNetNG_fr.json Sport grounding path: __deriveddata__/DerivedObjects/Data/DerivedSportMET.json ================================================================================================================================== Prompt from user: En sport. ================================================================================================================================== ==================================== Prompt ============================================= Identify in this list of intents: ["Identify food and beverage consumption or declaration", "Identify the user physical activity", "Answer a nutrition question", "Other intent"], the intents of the prompt: ###En sport.###. Format the result in JSON format: {"intents": []}. ========================================================================================= ------------------------------ LLM Raw response ----------------------------- {"intents": ["Identify the user physical activity"]} ----------------------------------------------------------------------------- ----------------- Make it compliant ------------------ {"intents": ["Identify the user physical activity"]} ------------------------------------------------------ ERROR: wrong object representation: {'intents': ['Identify the user physical activity']} ------------------------ After simplification ------------------------ { "intents": [ "Identify the user physical activity" ] } ---------------------------------------------------------------------- ==================================== Prompt ============================================= Convert this natural language query : """En sport.""" into an array of JSON of sport or physical activities. Provide a solution in JSON without explanation. Use only the ontology described in this Turtle/RDF model: """ @prefix activity: . @prefix rdfs: . @prefix xsd: . @prefix owl: . @prefix prov: . activity: a owl:Ontology ; rdfs:comment "Definition of the sport and physical activity archetype"@en . activity:name a owl:DatatypeProperty; rdfs:label "name"@en; rdfs:comment "Sport or physical activity identifier, the name should not contain information related to duration.It is mandatory. Ignore the negative action. Keep the same language"@en; rdfs:range xsd:string. activity:duration a owl:DatatypeProperty ; rdfs:label "duration"@en; rdfs:comment "t is the time spent to practise the activity or the sport. This duration must be in minute. If the duration is unknown, set duration to 0. A full day of activity is equivalent to a duration of 8 hours. A half day of activity is equivalent to a duration of 4 hours."@en; rdfs:range xsd:integer. # Define the enumeration class activity:EnumActivity a rdfs:Class . activity:BasketBall a activity:EnumActivity ; rdfs:label "Basket-ball"@fr . activity:Cyclisme a activity:EnumActivity ; rdfs:label "Cyclisme"@fr . activity:Boxe a activity:EnumActivity ; rdfs:label "Boxe"@fr . activity:Danse a activity:EnumActivity ; rdfs:label "Danse"@fr . activity:Zumba a activity:EnumActivity ; rdfs:label "Zumba"@fr . activity:PlongeeSousMarine a activity:EnumActivity ; rdfs:label "Plongée sous-marine"@fr . activity:Escrime a activity:EnumActivity ; rdfs:label "Escrime"@fr . activity:Football a activity:EnumActivity ; rdfs:label "Football"@fr . activity:Jardinage a activity:EnumActivity ; rdfs:label "Jardinage"@fr . activity:Golf a activity:EnumActivity ; rdfs:label "Golf"@fr . activity:Gymnastique a activity:EnumActivity ; rdfs:label "Gymnastique"@fr . activity:Judo a activity:EnumActivity ; rdfs:label "Judo"@fr . activity:Karate a activity:EnumActivity ; rdfs:label "Karaté"@fr . activity:CordeASauter a activity:EnumActivity ; rdfs:label "Corde à sauter"@fr . activity:RameurDAppartement a activity:EnumActivity ; rdfs:label "Rameur d'appartement"@fr . activity:CourseAPied a activity:EnumActivity ; rdfs:label "Course à pied"@fr . activity:FaireLAmour a activity:EnumActivity ; rdfs:label "Faire l'amour"@fr . activity:SkiDeDescente a activity:EnumActivity ; rdfs:label "Ski de descente"@fr . activity:Natation a activity:EnumActivity ; rdfs:label "Natation"@fr . activity:Tennis a activity:EnumActivity ; rdfs:label "Tennis"@fr . activity:TapisDeCourse a activity:EnumActivity ; rdfs:label "Tapis de course"@fr . activity:SkiDeFond a activity:EnumActivity ; rdfs:label "Ski de fond"@fr . activity:VeloDAppartement a activity:EnumActivity ; rdfs:label "Vélo d'appartement"@fr . activity:Aquabiking a activity:EnumActivity ; rdfs:label "Aquabiking"@fr . activity:VeloElliptique a activity:EnumActivity ; rdfs:label "Vélo elliptique"@fr . activity:Equitation a activity:EnumActivity ; rdfs:label "Equitation"@fr . activity:Escalade a activity:EnumActivity ; rdfs:label "Escalade"@fr . activity:PatinsEnLigne a activity:EnumActivity ; rdfs:label "Patins en ligne"@fr . activity:TennisDeTable a activity:EnumActivity ; rdfs:label "Tennis de table"@fr . activity:Marche a activity:EnumActivity ; rdfs:label "Marche"@fr . activity:MarcheAvecUnChien a activity:EnumActivity ; rdfs:label "Marche avec un chien"@fr . activity:TachesMenageres a activity:EnumActivity ; rdfs:label "Tâches ménagères"@fr . activity:MarcheNordique a activity:EnumActivity ; rdfs:label "Marche nordique"@fr . activity:event a owl:DatatypeProperty ; rdfs:label "event"@en; rdfs:comment "Event of eating or drinking. Each must have an event"@en; rdfs:range xsd:string. activity:intent a activity:event ; rdfs:label "intent"@en ; rdfs:comment "When the event should happen"@en. activity:declaration a activity:event ; rdfs:label "declaration"@en ; rdfs:comment "When the event has already occured"@en. activity:unknownEvent a activity:event ; rdfs:label "unknown"@en ; rdfs:comment "When the event is unknown in the day, it is the default value"@en. activity:enumIntensity a rdfs:Class . activity:intensity a owl:DatatypeProperty ; rdfs:label "intensity"@en; rdfs:comment "Sport or activity intensity"@en; rdfs:range activity:enumIntensity . activity:lowLevel a activity:enumIntensity ; rdfs:label "low"@en ; rdfs:comment "When the activity intensity is low"@en. activity:moderateLevel a activity:enumIntensity ; rdfs:label "moderate"@en ; rdfs:comment "When the activity intensity is moderate"@en. activity:highLevel a activity:enumIntensity ; rdfs:label "high"@en ; rdfs:comment "When the activity intensity is high"@en. activity:intenseLevel a activity:enumIntensity ; rdfs:label "intense"@en ; rdfs:comment "When the activity intensity is intense"@en. activity:veryIntenseLevel a activity:enumIntensity ; rdfs:label "very intense"@en ; rdfs:comment "When the activity intensity is very intense or like a daredevil or like a madman or I sweat a lot"@en. activity:unknownLevel a activity:enumIntensity ; rdfs:label "unknown"@en ; rdfs:comment "When the activity intensity is unknown, it is the default value"@en. """ Here is an example of result: [ { "name": "Cyclisme", "duration": 30, "event": "declaration", "intensity": "unknown" }, { "name": "Marche", "duration": 60, "event": "declaration", "intensity": "high" } ] ========================================================================================= ------------------------------ LLM Raw response ----------------------------- [ { "name": "Basket-ball", "duration": 0, "event": "unknown", "intensity": "unknown" }, { "name": "Cyclisme", "duration": 0, "event": "unknown", "intensity": "unknown" }, { "name": "Boxe", "duration": 0, "event": "unknown", "intensity": "unknown" }, { "name": "Danse", "duration": 0, "event": "unknown", "intensity": "unknown" }, { "name": "Zumba", "duration": 0, "event": "unknown", "intensity": "unknown" }, { "name": "Plongée sous-marine", "duration": 0, "event": "unknown", "intensity": "unknown" }, { "name": "Escrime", "duration": 0, "event": "unknown", "intensity": "unknown" }, { "name": "Football", "duration": 0, "event": "unknown", "intensity": "unknown" }, { "name": "Jardinage", "duration": 0, "event": "unknown", "intensity": "unknown" }, { "name": "Golf", "duration": 0, "event": "unknown", "intensity": "unknown" }, { "name": "Gymnastique", "duration": 0, "event": "unknown", "intensity": "unknown" }, { "name": "Judo", "duration": 0, "event": "unknown", "intensity": "unknown" }, { "name": "Karaté", "duration": 0, "event": "unknown", "intensity": "unknown" }, { "name": "Corde à sauter", "duration": 0, "event": "unknown", "intensity": "unknown" }, { "name": "Rameur d'appartement", "duration": 0, "event": "unknown", "intensity": "unknown" }, { "name": "Course à pied", "duration": 0, "event": "unknown", "intensity": "unknown" }, { "name": "Faire l'amour", "duration": 0, "event": "unknown", "intensity": "unknown" }, { "name": "Ski de descente", "duration": 0, "event": "unknown", "intensity": "unknown" }, { "name": "Natation", "duration": 0, "event": "unknown", "intensity": "unknown" }, { "name": "Tennis", "duration": 0, "event": "unknown", "intensity": "unknown" }, { "name": "Tapis de course", "duration": 0, "event": "unknown", "intensity": "unknown" }, { "name": "Ski de fond", "duration": 0, "event": "unknown", "intensity": "unknown" }, { "name": "Vélo d'appartement", "duration": 0, "event": "unknown", "intensity": "unknown" }, { "name": "Aquabiking", "duration": 0, "event": "unknown", "intensity": "unknown" }, { "name": "Vélo elliptique", "duration": 0, "event": "unknown", "intensity": "unknown" }, { "name": "Equitation", "duration": 0, "event": "unknown", "intensity": "unknown" }, { "name": "Escalade", "duration": 0, "event": "unknown", "intensity": "unknown" }, { "name": "Patins en ligne", "duration": 0, "event": "unknown", "intensity": "unknown" }, { "name": "Tennis de table", "duration": 0, "event": "unknown", "intensity": "unknown" }, { "name": "Marche", "duration": 0, "event": "unknown", "intensity": "unknown" }, { "name": "Marche avec un chien", "duration": 0, "event": "unknown", "intensity": "unknown" }, { "name": "Tâches ménagères", "duration": 0, "event": "unknown", "intensity": "unknown" }, { "name": "Marche nordique", "duration": 0, "event": "unknown", "intensity": "unknown" } ] ----------------------------------------------------------------------------- ----------------- Make it compliant ------------------ [ { "name": "Basket-ball", "duration": 0, "event": "unknown", "intensity": "unknown" }, { "name": "Cyclisme", "duration": 0, "event": "unknown", "intensity": "unknown" }, { "name": "Boxe", "duration": 0, "event": "unknown", "intensity": "unknown" }, { "name": "Danse", "duration": 0, "event": "unknown", "intensity": "unknown" }, { "name": "Zumba", "duration": 0, "event": "unknown", "intensity": "unknown" }, { "name": "Plongée sous-marine", "duration": 0, "event": "unknown", "intensity": "unknown" }, { "name": "Escrime", "duration": 0, "event": "unknown", "intensity": "unknown" }, { "name": "Football", "duration": 0, "event": "unknown", "intensity": "unknown" }, { "name": "Jardinage", "duration": 0, "event": "unknown", "intensity": "unknown" }, { "name": "Golf", "duration": 0, "event": "unknown", "intensity": "unknown" }, { "name": "Gymnastique", "duration": 0, "event": "unknown", "intensity": "unknown" }, { "name": "Judo", "duration": 0, "event": "unknown", "intensity": "unknown" }, { "name": "Karaté", "duration": 0, "event": "unknown", "intensity": "unknown" }, { "name": "Corde à sauter", "duration": 0, "event": "unknown", "intensity": "unknown" }, { "name": "Rameur d'appartement", "duration": 0, "event": "unknown", "intensity": "unknown" }, { "name": "Course à pied", "duration": 0, "event": "unknown", "intensity": "unknown" }, { "name": "Faire l'amour", "duration": 0, "event": "unknown", "intensity": "unknown" }, { "name": "Ski de descente", "duration": 0, "event": "unknown", "intensity": "unknown" }, { "name": "Natation", "duration": 0, "event": "unknown", "intensity": "unknown" }, { "name": "Tennis", "duration": 0, "event": "unknown", "intensity": "unknown" }, { "name": "Tapis de course", "duration": 0, "event": "unknown", "intensity": "unknown" }, { "name": "Ski de fond", "duration": 0, "event": "unknown", "intensity": "unknown" }, { "name": "Vélo d'appartement", "duration": 0, "event": "unknown", "intensity": "unknown" }, { "name": "Aquabiking", "duration": 0, "event": "unknown", "intensity": "unknown" }, { "name": "Vélo elliptique", "duration": 0, "event": "unknown", "intensity": "unknown" }, { "name": "Equitation", "duration": 0, "event": "unknown", "intensity": "unknown" }, { "name": "Escalade", "duration": 0, "event": "unknown", "intensity": "unknown" }, { "name": "Patins en ligne", "duration": 0, "event": "unknown", "intensity": "unknown" }, { "name": "Tennis de table", "duration": 0, "event": "unknown", "intensity": "unknown" }, { "name": "Marche", "duration": 0, "event": "unknown", "intensity": "unknown" }, { "name": "Marche avec un chien", "duration": 0, "event": "unknown", "intensity": "unknown" }, { "name": "Tâches ménagères", "duration": 0, "event": "unknown", "intensity": "unknown" }, { "name": "Marche nordique", "duration": 0, "event": "unknown", "intensity": "unknown" } ] ------------------------------------------------------ ------------------------ After simplification ------------------------ [ { "name": "Basket-ball", "duration": 0, "event": "unknown", "intensity": "unknown" }, { "name": "Cyclisme", "duration": 0, "event": "unknown", "intensity": "unknown" }, { "name": "Boxe", "duration": 0, "event": "unknown", "intensity": "unknown" }, { "name": "Danse", "duration": 0, "event": "unknown", "intensity": "unknown" }, { "name": "Zumba", "duration": 0, "event": "unknown", "intensity": "unknown" }, { "name": "Plong\u00e9e sous-marine", "duration": 0, "event": "unknown", "intensity": "unknown" }, { "name": "Escrime", "duration": 0, "event": "unknown", "intensity": "unknown" }, { "name": "Football", "duration": 0, "event": "unknown", "intensity": "unknown" }, { "name": "Jardinage", "duration": 0, "event": "unknown", "intensity": "unknown" }, { "name": "Golf", "duration": 0, "event": "unknown", "intensity": "unknown" }, { "name": "Gymnastique", "duration": 0, "event": "unknown", "intensity": "unknown" }, { "name": "Judo", "duration": 0, "event": "unknown", "intensity": "unknown" }, { "name": "Karat\u00e9", "duration": 0, "event": "unknown", "intensity": "unknown" }, { "name": "Corde \u00e0 sauter", "duration": 0, "event": "unknown", "intensity": "unknown" }, { "name": "Rameur d'appartement", "duration": 0, "event": "unknown", "intensity": "unknown" }, { "name": "Course \u00e0 pied", "duration": 0, "event": "unknown", "intensity": "unknown" }, { "name": "Faire l'amour", "duration": 0, "event": "unknown", "intensity": "unknown" }, { "name": "Ski de descente", "duration": 0, "event": "unknown", "intensity": "unknown" }, { "name": "Natation", "duration": 0, "event": "unknown", "intensity": "unknown" }, { "name": "Tennis", "duration": 0, "event": "unknown", "intensity": "unknown" }, { "name": "Tapis de course", "duration": 0, "event": "unknown", "intensity": "unknown" }, { "name": "Ski de fond", "duration": 0, "event": "unknown", "intensity": "unknown" }, { "name": "V\u00e9lo d'appartement", "duration": 0, "event": "unknown", "intensity": "unknown" }, { "name": "Aquabiking", "duration": 0, "event": "unknown", "intensity": "unknown" }, { "name": "V\u00e9lo elliptique", "duration": 0, "event": "unknown", "intensity": "unknown" }, { "name": "Equitation", "duration": 0, "event": "unknown", "intensity": "unknown" }, { "name": "Escalade", "duration": 0, "event": "unknown", "intensity": "unknown" }, { "name": "Patins en ligne", "duration": 0, "event": "unknown", "intensity": "unknown" }, { "name": "Tennis de table", "duration": 0, "event": "unknown", "intensity": "unknown" }, { "name": "Marche", "duration": 0, "event": "unknown", "intensity": "unknown" }, { "name": "Marche avec un chien", "duration": 0, "event": "unknown", "intensity": "unknown" }, { "name": "T\u00e2ches m\u00e9nag\u00e8res", "duration": 0, "event": "unknown", "intensity": "unknown" }, { "name": "Marche nordique", "duration": 0, "event": "unknown", "intensity": "unknown" } ] ---------------------------------------------------------------------- --------------------------------- LLM result ----------------------------------- {'response': [{'name': 'Basket-ball', 'duration': 0, 'event': 'unknown', 'intensity': 'unknown'}, {'name': 'Cyclisme', 'duration': 0, 'event': 'unknown', 'intensity': 'unknown'}, {'name': 'Boxe', 'duration': 0, 'event': 'unknown', 'intensity': 'unknown'}, {'name': 'Danse', 'duration': 0, 'event': 'unknown', 'intensity': 'unknown'}, {'name': 'Zumba', 'duration': 0, 'event': 'unknown', 'intensity': 'unknown'}, {'name': 'Plongée sous-marine', 'duration': 0, 'event': 'unknown', 'intensity': 'unknown'}, {'name': 'Escrime', 'duration': 0, 'event': 'unknown', 'intensity': 'unknown'}, {'name': 'Football', 'duration': 0, 'event': 'unknown', 'intensity': 'unknown'}, {'name': 'Jardinage', 'duration': 0, 'event': 'unknown', 'intensity': 'unknown'}, {'name': 'Golf', 'duration': 0, 'event': 'unknown', 'intensity': 'unknown'}, {'name': 'Gymnastique', 'duration': 0, 'event': 'unknown', 'intensity': 'unknown'}, {'name': 'Judo', 'duration': 0, 'event': 'unknown', 'intensity': 'unknown'}, {'name': 'Karaté', 'duration': 0, 'event': 'unknown', 'intensity': 'unknown'}, {'name': 'Corde à sauter', 'duration': 0, 'event': 'unknown', 'intensity': 'unknown'}, {'name': "Rameur d'appartement", 'duration': 0, 'event': 'unknown', 'intensity': 'unknown'}, {'name': 'Course à pied', 'duration': 0, 'event': 'unknown', 'intensity': 'unknown'}, {'name': "Faire l'amour", 'duration': 0, 'event': 'unknown', 'intensity': 'unknown'}, {'name': 'Ski de descente', 'duration': 0, 'event': 'unknown', 'intensity': 'unknown'}, {'name': 'Natation', 'duration': 0, 'event': 'unknown', 'intensity': 'unknown'}, {'name': 'Tennis', 'duration': 0, 'event': 'unknown', 'intensity': 'unknown'}, {'name': 'Tapis de course', 'duration': 0, 'event': 'unknown', 'intensity': 'unknown'}, {'name': 'Ski de fond', 'duration': 0, 'event': 'unknown', 'intensity': 'unknown'}, {'name': "Vélo d'appartement", 'duration': 0, 'event': 'unknown', 'intensity': 'unknown'}, {'name': 'Aquabiking', 'duration': 0, 'event': 'unknown', 'intensity': 'unknown'}, {'name': 'Vélo elliptique', 'duration': 0, 'event': 'unknown', 'intensity': 'unknown'}, {'name': 'Equitation', 'duration': 0, 'event': 'unknown', 'intensity': 'unknown'}, {'name': 'Escalade', 'duration': 0, 'event': 'unknown', 'intensity': 'unknown'}, {'name': 'Patins en ligne', 'duration': 0, 'event': 'unknown', 'intensity': 'unknown'}, {'name': 'Tennis de table', 'duration': 0, 'event': 'unknown', 'intensity': 'unknown'}, {'name': 'Marche', 'duration': 0, 'event': 'unknown', 'intensity': 'unknown'}, {'name': 'Marche avec un chien', 'duration': 0, 'event': 'unknown', 'intensity': 'unknown'}, {'name': 'Tâches ménagères', 'duration': 0, 'event': 'unknown', 'intensity': 'unknown'}, {'name': 'Marche nordique', 'duration': 0, 'event': 'unknown', 'intensity': 'unknown'}], 'cost': 0.29118} -------------------------------------------------------------------------------- --------------------------------- final result ----------------------------------- {'prompt': 'En sport.', 'model': 'mistral-large-2411', 'imagePath': '', 'intents': ['Identify the user physical activity'], 'solutions': {'nutrition': [], 'activity': [{'trigram': 'BAS', 'duration': 0, 'event': 'unknown', 'level': 'BAS04'}, {'trigram': 'BIC', 'duration': 0, 'event': 'unknown', 'level': 'BIC03'}, {'trigram': 'BOX', 'duration': 0, 'event': 'unknown', 'level': 'BOX02'}, {'trigram': 'DAN', 'duration': 0, 'event': 'unknown', 'level': 'DAN05'}, {'trigram': 'ZUM', 'duration': 0, 'event': 'unknown', 'level': 'ZUM02'}, {'trigram': 'DIV', 'duration': 0, 'event': 'unknown', 'level': 'DIV01'}, {'trigram': 'ESC', 'duration': 0, 'event': 'unknown', 'level': 'ESC01'}, {'trigram': 'FOO', 'duration': 0, 'event': 'unknown', 'level': 'FOO01'}, {'trigram': 'GAR', 'duration': 0, 'event': 'unknown', 'level': 'GAR02'}, {'trigram': 'GOL', 'duration': 0, 'event': 'unknown', 'level': 'GOL02'}, {'trigram': 'GYM', 'duration': 0, 'event': 'unknown', 'level': 'GYM12'}, {'trigram': 'JUD', 'duration': 0, 'event': 'unknown', 'level': 'JUD02'}, {'trigram': 'KAR', 'duration': 0, 'event': 'unknown', 'level': 'KAR02'}, {'trigram': 'ROP', 'duration': 0, 'event': 'unknown', 'level': 'ROP03'}, {'trigram': 'ROW', 'duration': 0, 'event': 'unknown', 'level': 'ROW03'}, {'trigram': 'RUN', 'duration': 0, 'event': 'unknown', 'level': 'RUN10'}, {'trigram': 'LOV', 'duration': 0, 'event': 'unknown', 'level': 'LOV02'}, {'trigram': 'SKI', 'duration': 0, 'event': 'unknown', 'level': 'SKI02'}, {'trigram': 'SWI', 'duration': 0, 'event': 'unknown', 'level': 'SWI13'}, {'trigram': 'TEN', 'duration': 0, 'event': 'unknown', 'level': 'TEN02'}, {'trigram': 'THM', 'duration': 0, 'event': 'unknown', 'level': 'THM01'}, {'trigram': 'SKF', 'duration': 0, 'event': 'unknown', 'level': 'SKF06'}, {'trigram': 'BIG', 'duration': 0, 'event': 'unknown', 'level': 'BIG08'}, {'trigram': 'AQB', 'duration': 0, 'event': 'unknown', 'level': 'AQB02'}, {'trigram': 'ELL', 'duration': 0, 'event': 'unknown', 'level': 'ELL02'}, {'trigram': 'EQU', 'duration': 0, 'event': 'unknown', 'level': 'EQU04'}, {'trigram': 'CLI', 'duration': 0, 'event': 'unknown', 'level': 'CLI02'}, {'trigram': 'ROL', 'duration': 0, 'event': 'unknown', 'level': 'ROL03'}, {'trigram': 'PPG', 'duration': 0, 'event': 'unknown', 'level': 'PPG02'}, {'trigram': 'WAL', 'duration': 0, 'event': 'unknown', 'level': 'WAL41'}, {'trigram': 'DOG', 'duration': 0, 'event': 'unknown', 'level': 'DOG02'}, {'trigram': 'WAS', 'duration': 0, 'event': 'unknown', 'level': 'WAS01'}, {'trigram': 'WNO', 'duration': 0, 'event': 'unknown', 'level': 'WNO02'}], 'response': {}}, 'cputime': 39.23747181892395} ---------------------------------------------------------------------------------- LLM CPU Time: 39.23747181892395