Input path: /home/debian/html/nutritwin/output_llm/671149f5282aa/input.json Output path: /home/debian/html/nutritwin/output_llm/671149f5282aa/output.json Input text: Gâteau yaourt. 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: Gâteau yaourt. ================================================================================================================================== ==================================== Prompt ============================================= Identify in this list of intents: ["Identify food consumption or declaration", "Identify the user physical activity", "Answer a nutrition question", "Other intent"], the intents of the prompt: ###Gâteau yaourt.###. Format the result in JSON format: {intents: []}. ========================================================================================= ------------------------------ LLM Raw response ----------------------------- ```json { "intents": ["Identify food consumption or declaration"] } ``` ----------------------------------------------------------------------------- ----------------- Make it compliant ------------------ ```json { "intents": ["Identify food consumption or declaration"] } ``` ------------------------------------------------------ ------------------------ After simplification ------------------------ { "intents": ["Identify food consumption or declaration"]} ---------------------------------------------------------------------- ==================================== Prompt ============================================= Convert this natural language query : """Gâteau yaourt.""" into an array in JSON of consumed foods and beverages. Provide a solution without explanation. Use only the ontology described in this Turtle/RDF model: """ @prefix food: . @prefix rdfs: . @prefix xsd: . @prefix owl: . @prefix prov: . food: a owl:Ontology ; rdfs:comment "Definition of the food archetype"@en . food:name a owl:DatatypeProperty; rdfs:label "name"@en; rdfs:comment "Food or beverage identifier, the name should not contain information related to quantity or container (like glass...)."@en; rdfs:comment "Ignore food or beverage when it is not consumed in the past, now or in the future."@en; rdfs:comment "The cooking mode is not in the name. Keep the same language"@en; rdfs:range xsd:string. food:quantity a owl:DatatypeProperty ; rdfs:label "quantity"@en; rdfs:comment "The quantity of food or drink that is or was consumed. Quantity examples in french: 'un quignon', 'un cornet', 'un verre', 'une tranche', 'une boule', 'un', 'deux', 'trois',... Keep the same language."@en; rdfs:range xsd:string. food:cookingMethod a owl:DatatypeProperty ; rdfs:label "cooking method"@en; rdfs:comment "The cooking method of food. Keep the same language"@en; rdfs:range xsd:string. food:type a owl:DatatypeProperty ; rdfs:label "type of food"@en; rdfs:comment "Identify the type of food."@en; rdfs:range xsd:string. food:food a food:type ; rdfs:label "food" . food:beverage a food:type ; rdfs:label "beverage" . food:timeOfTheDay a owl:DatatypeProperty ; rdfs:label "time of the day"@en; rdfs:comment "Time of the day when food or drink was consumed."@en; rdfs:range xsd:string. food:breakfast a food:timeOfTheDay ; rdfs:label "breakfast" . food:lunch a food:timeOfTheDay ; rdfs:label "lunch" . food:snacking a food:timeOfTheDay ; rdfs:label "snacking" . food:dinner a food:timeOfTheDay ; rdfs:label "dinner" . food:brand a owl:DatatypeProperty ; rdfs:label "Brand"@en; rdfs:comment "Food or beverage brand. The restaurants are not brand."@en; rdfs:comment "When the name is very known (ex: Activia, Coca) and the brand is not mentioned, guess the brand."@en; rdfs:range xsd:string. food:company a owl:DatatypeProperty ; rdfs:label "Company"@en; rdfs:comment "Product company."@en; rdfs:range xsd:string. food:enumEvent a rdfs:Class . food:event a owl:DatatypeProperty ; rdfs:label "event"@en; rdfs:comment "Event of eating or drinking. Each must have an event"@en; rdfs:range food:enumEvent. food:intent a food:enumEvent ; rdfs:label "intent" . rdfs:comment "When the event should happen"@en. food:declaration a food:enumEvent ; rdfs:label "declaration" . rdfs:comment "When the event has already occured"@en. food:unknownEvent a food:enumEvent ; rdfs:label "unknown" ; rdfs:comment "When the event is unknown in the day"@en. """ ========================================================================================= ------------------------------ LLM Raw response ----------------------------- ```json [ { "name": "Gâteau", "type": "food", "event": "declaration" }, { "name": "yaourt", "type": "food", "event": "declaration" } ] ``` ----------------------------------------------------------------------------- ----------------- Make it compliant ------------------ ```json [ { "name": "Gâteau", "type": "food", "event": "declaration" }, { "name": "yaourt", "type": "food", "event": "declaration" } ] ``` ------------------------------------------------------ ------------------------ After simplification ------------------------ [ { "name": "Gâteau", "type": "food", "event": "declaration" }, { "name": "yaourt", "type": "food", "event": "declaration" }] ---------------------------------------------------------------------- --------------------------------- LLM result ----------------------------------- {'response': [{'name': 'Gâteau', 'type': 'food', 'event': 'declaration'}, {'name': 'yaourt', 'type': 'food', 'event': 'declaration'}], 'cost': 0.0} -------------------------------------------------------------------------------- ----------- result to be analyzed ----------- {'name': 'Gâteau', 'type': 'food', 'event': 'declaration'} First try: SELECT V_Name,V_Comment,V_NormName,V_NormComment,V_PackType,V_GTIN,V_GTINRef,V_ID,V_GlobalCount,V_NormTrademark,V_Trademark,V_NormAggr FROM KCALME_TABLE WHERE V_NormName LIKE '% gateau %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Gâteau Roulé - gateau roule - - - 567 - - - KCA#408ac5249e3f0872716667a94d700b58 Gâteau Léger - gateau leger - - - 193 - - - KCA#84ce4153f75ee76fd39080334b753ff5 Gâteau de Riz - gateau de riz - - - 229 - - - CIQ#a5b4902ea2e1f78bd265e37a9e065470 Gâteau au Daim - gateau daim - - - 553 - - - KCA#4bd80c1406adb3787c96d5300688792b Gâteau aux Noix - gateau au noix - - - 578 - - - KCA#8181007b7c696bcca41d6055d63dfe39 Gâteau de Pates - gateau de pate - - - 14 - - - KCA#9dbe56d3a0202a2037a6a1473c417479 Gâteau de Savoie - gateau de savoie - - - 348 - - - KCA#78752646fea5a3bf4229a9b882044a1b Gâteau Madeleine - gateau madeleine - - - 55 - - - KCA#e7a8aeef55af47a8077168888c3339ea Gâteau aux Pommes - gateau au pomme - - - 1493 - - - KCA#9fe6deea2428666d2d14301fbda58636 Gâteau de Semoule - gateau de semoule - - - 376 - - - CIQ#380f068b9866b52875e5f0219753aa9b Gâteau aux Amandes - gateau au amande - - - 541 - - - KCA#39c2c42e72d6b1bda1758b20da0c918b Gâteau au Chocolat - gateau chocolat - coeur fondant, , rayon frais - - 0 - - - CIQ#ce7c5c64d55a35b35f32a3c3278cdf2a Gateau aux Biscuits - gateau au biscuit - - - 398 - - - KCA#66e32564cfaaec696204c40e14a63661 Gâteaux Secs (moyenne) - gateau sec - - - 4108 - - - KCA#e12a2269da87133b06ec81d9c6fb5b1d Gâteau (aliment Moyen) - gateau - - - 504 - - - KCA#85b4e408d222abcb957c49ef5ea575bb Gâteaux Salés (moyenne) - gateau sale - - - 234 - - - KCA#abd8aac5697c3288bfc76089356ab5f6 Gâteau de Riz au Caramel - gateau de riz caramel - - - 7 - - - CIQ#632189341e151df6b4a9cf3d8711d11d Gâteau Moelleux au Citron - gateau moelleu citron - - - 348 - - - KCA#78ff5007fab8a1900db81a9adc7c62a1 Gâteau de Pommes Moscovite - gateau de pomme moscovite - - - 24 - - - KCA#b5757d7678ec6d52969cd9bb9be14f31 Gâteau Moelleux Fourré aux Fruits - gateau moelleu fourre au fruit - type mini-roulé ou mini-fr:gâteau fourré - - 0 - - - KCA#fc75362bfe7cdefe4b72804aaf1f8858 ---------------------------------------------------- ERROR: Wrong quantity: '' ERROR: no solution for picto in the first solution ----------- result to be analyzed ----------- {'name': 'yaourt', 'type': 'food', 'event': 'declaration'} First try: SELECT V_Name,V_Comment,V_NormName,V_NormComment,V_PackType,V_GTIN,V_GTINRef,V_ID,V_GlobalCount,V_NormTrademark,V_Trademark,V_NormAggr FROM KCALME_TABLE WHERE V_NormName LIKE '% yaourt %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Yaourt - yaourt - lait fermenté ou spécialité laitière, nature - - 0 - - - CIQ#0928a880983c5048d0a81b7d41a06e7b Yaourt - yaourt - lait fermenté ou spécialité laitière, nature, 0% MG - - 9057 - - - CIQ#9f17e9a64e5a31892fba4c0fa701bbd0 Yaourt - yaourt - lait fermenté ou spécialité laitière, nature, sucré - - 0 - - - CIQ#e0364db6469b65b835d98157573dd938 Yaourt - yaourt - lait fermenté ou spécialité laitière, aromatisé, sucré - - 0 - - - CIQ#264d22aeabd3e26eba5f98fbaa89f1ac Yaourt - yaourt - lait fermenté ou spécialité laitière, aux fruits, sucré - - 0 - - - CIQ#24d5d86e0b08c6f3796f334afae492cc Yaourt - yaourt - lait fermenté ou spécialité laitière, nature, à la crème - - 0 - - - CIQ#1f2a1e5e127140a7be28a7d25c3088d6 Yaourt - yaourt - lait fermenté ou spécialité laitière, aux fruits, sucré, à la crème - - 0 - - - CIQ#acd265d6510a4f598723be4fc74a4c8c Yaourt - yaourt - lait fermenté ou spécialité laitière, aromatisé, avec édulcorants, 0% MG - - 0 - - - CIQ#784b97487157f736e48fcc0d6e133fef Yaourt - yaourt - lait fermenté ou spécialité laitière, aux fruits, avec édulcorants, 0% MG - - 0 - - - CIQ#b929a1bbd5297226906ea0a2cc5f701c Yaourt - yaourt - lait fermenté ou spécialité laitière, aromatisé ou aux fruits, aliment moyen - - 0 - - - CIQ#b73f5b457f7ce462e475f1f486e39bcb Yaourt - yaourt - lait fermenté ou spécialité laitière, aux copeaux de chocolat, à la crème, sucré - - 0 - - - CIQ#1823cfd1b2dcd8105040677b6fc7220b Yaourt - yaourt - lait fermenté ou spécialité laitière, aromatisé ou aux fruits, sucré, aliment moyen - - 0 - - - CIQ#90ed97da37fa27a7ea445b739266fc90 Yaourt - yaourt - lait fermenté ou spécialité laitière, aromatisé ou aux fruits, 0% MG, aliment moyen - - 0 - - - CIQ#20d47ac9ab18854614f6b564e7574daf Yaourt - yaourt - lait fermenté ou spécialité laitière, aromatisé ou aux fruits, non allégé en MG, aliment moyen - - 0 - - - CIQ#408f442e78ff07574f5af4da528c7874 Yaourt - yaourt - lait fermenté ou spécialité laitière, aromatisé ou aux fruits, avec édulcorants, aliment moyen - - 0 - - - CIQ#09de752a76c9b6f477f351399654099b Yaourt - yaourt - lait fermenté ou spécialité laitière, aromatisé ou aux fruits, sucré, non allégé en MG, aliment moyen - - 0 - - - CIQ#b6e447ee1c16dabdf097b79693e4ccb6 Yaourt à 0% - yaourt 0% - - - 11372 - - - KCA#f5a374803ab9ec773ab4520b077adb17 Yaourt à 0% - yaourt 0% - sucré - - 83 - - - KCA#e4f65d87b7542cc84d00fb3f8a5e763a Yaourt Nature - yaourt nature - yaourt nature - - 0 - - - KCA#1bb387dba0faa825bf1b41958b69f8b8 Yaourt au Miel - yaourt miel - au miel - - 0 - - - KCA#7bc806db91685c4866b04b5c0572e837 ---------------------------------------------------- ERROR: Wrong quantity: '' ERROR: no solution for picto in the first solution ERROR: Wrong quantity: '' ERROR: no solution for picto in the first solution ERROR: Wrong quantity: '' ERROR: no solution for picto in the first solution ERROR: Wrong quantity: '' ERROR: no solution for picto in the first solution ERROR: Wrong quantity: '' ERROR: no solution for picto in the first solution ERROR: Wrong quantity: '' ERROR: no solution for picto in the first solution ERROR: Wrong quantity: '' ERROR: no solution for picto in the first solution ERROR: Wrong quantity: '' ERROR: no solution for picto in the first solution ERROR: Wrong quantity: '' ERROR: no solution for picto in the first solution ERROR: Wrong quantity: '' ERROR: no solution for picto in the first solution ERROR: Wrong quantity: '' ERROR: no solution for picto in the first solution ERROR: Wrong quantity: '' ERROR: no solution for picto in the first solution ERROR: Wrong quantity: '' ERROR: no solution for picto in the first solution ERROR: Wrong quantity: '' ERROR: no solution for picto in the first solution ERROR: Wrong quantity: '' ERROR: no solution for picto in the first solution ERROR: Wrong quantity: '' ERROR: no solution for picto in the first solution --------------------------------- final result ----------------------------------- {'prompt': 'Gâteau yaourt.', 'intents': ['Identify food consumption or declaration'], 'model': 'gpt-4o-2024-05-13', 'solutions': {'nutrition': [{'name': 'Gâteau Roulé', 'normName': ' gateau roule ', 'comment': '', 'normComment': '', 'rank': 567, 'id': 'KCA#408ac5249e3f0872716667a94d700b58', 'quantity': '', 'quantityLem': '', 'pack': ['TR4.k240'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': '', 'posiNormName': 0}, {'name': 'Yaourt', 'normName': ' yaourt ', 'comment': 'lait fermenté ou spécialité laitière, nature', 'normComment': ' lait fermente ou specialite laitiere nature ', 'rank': 0, 'id': 'CIQ#0928a880983c5048d0a81b7d41a06e7b', 'quantity': '', 'quantityLem': '', 'pack': ['YA9.w125'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': '', 'posiNormName': 0}], 'activity': [], 'response': {}}, 'cputime': 1.8507909774780273} ---------------------------------------------------------------------------------- LLM CPU Time: 1.8507909774780273