Input path: /home/debian/html/nutritwin/output_llm/66cc9195c5906/input.json Output path: /home/debian/html/nutritwin/output_llm/66cc9195c5906/output.json Input text: quelle est la quantité de protéine dans 1kg de porc 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: quelle est la quantité de protéine dans 1kg de porc ================================================================================================================================== ==================================== 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: ###quelle est la quantité de protéine dans 1kg de porc###. Format the result in JSON format: {intents: []}. ========================================================================================= ------------------------------ LLM Raw response ----------------------------- ```json { "intents": ["Answer a nutrition question"] } ``` ----------------------------------------------------------------------------- ----------------- Make it compliant ------------------ ```json { "intents": ["Answer a nutrition question"] } ``` ------------------------------------------------------ ------------------------ After simplification ------------------------ { "intents": ["Answer a nutrition question"]} ---------------------------------------------------------------------- ==================================== Prompt ============================================= Convert this natural language query : """quelle est la quantité de protéine dans 1kg de porc""" 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 drink identifier, the name should not contain information related to quantity or container (like glass...). The cooking mode is not in the name. When the brand is very well-known (ex: Activia, Coca-Cola), the name is equal to the brand. 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. When the 'brand' is not specified and, the food or beverage is very well-known (like 'Coca-Cola'), provide the brand name in 'brand', otherwise set 'brand' to ''."@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": "porc", "quantity": "1kg", "cookingMethod": "", "type": "food", "timeOfTheDay": "", "brand": "", "company": "", "event": "unknown" } ] ``` ----------------------------------------------------------------------------- ----------------- Make it compliant ------------------ ```json [ { "name": "porc", "quantity": "1kg", "cookingMethod": "", "type": "food", "timeOfTheDay": "", "brand": "", "company": "", "event": "unknown" } ] ``` ------------------------------------------------------ ------------------------ After simplification ------------------------ [ { "name": "porc", "quantity": "1kg", "cookingMethod": "", "type": "food", "timeOfTheDay": "", "brand": "", "company": "", "event": "unknown" }] ---------------------------------------------------------------------- --------------------------------- LLM result ----------------------------------- {'response': [{'name': 'porc', 'quantity': '1kg', 'cookingMethod': '', 'type': 'food', 'timeOfTheDay': '', 'brand': '', 'company': '', 'event': 'unknown'}], 'cost': 0.0} -------------------------------------------------------------------------------- ----------- result to be analyzed ----------- {'name': 'porc', 'quantity': '1kg', 'cookingMethod': '', 'type': 'food', 'timeOfTheDay': '', 'brand': '', 'company': '', 'event': 'unknown'} 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 '% porc %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Porc - porc - rôti - - 0 - - - CIQ#da69df86edfa7a86ce8be39816f205d2 Porc - porc - longe - - 0 - - - CIQ#14c206fed64be8dbf6ff1942efb3d1ac Porc - porc - épaule - - 0 - - - CIQ#d8fc2f20e8bb2e6f3ccb3a4f96eb753f Porc - porc - longe, crue - - 0 - - - CIQ#8cbd7eff184bef8fe760cd3b6b2ae948 Porc - porc - jarret, cru - - 0 - - - CIQ#11d7af6c4d9c3338926213916273ac66 Porc - porc - filet mignon - - 3 - - - CIQ#8d8e8b62712bf0109718fa7e43bf7fb2 Porc - porc - côte, grillée - - 0 - - - CIQ#c8ab4b1b37e47c77a82b4f0d93cf143f Porc - porc - palette, crue - - 0 - - - CIQ#2b9bc9424822f659b8cb6e4f28f446ce Porc - porc - poitrine, crue - - 0 - - - CIQ#b8f1a74adbea8d1d77c5431fff3c8bcc Porc - porc - travers, braisé - - 67 - - - CIQ#5d83104e0584644407cd5d80c17d7fb6 Porc - porc - escalope de jambon - - 0 - - - CIQ#41a09a310c678f57bc540ee225f82d21 Porc - porc - viande,aliment moyen - - 0 - - - CIQ#e9c7889b7c0c5474f4744ae0b8691a30 Porc - porc - rouelle de jambon, crue - - 0 - - - CIQ#2123e10e465ce201888c4d497c8adae0 Porc - porc - échine, rôtie/cuite au four - - 0 - - - CIQ#8ad043adf06cad5cf355907f70035015 Porc - porc - palette, découennée, dégraissée, désossée, crue - - 0 - - - CIQ#632efc15f61f229e60f2f8dfd8151477 Porc Soubise - porc soubise - - - 6 - - - KCA#efe5334e0b61454bbe128c168e77a509 Porc Poitrine - porc poitrine - - - 103 - - - KCA#e1ede7b698de70df249c4ff5e684feea Porc au Caramel - porc caramel - - - 0 - - - CIQ#faa9f8564211bda60f36e438118c7f78 Porc en Filet Cuit - porc en filet cuit - - - 473 - - - KCA#5a87dd35f2c10e49bb36c493663dc155 Porc aux Lentilles - porc au lentille - - - 15 - - - KCA#936ca9b6d1276ef782aa1eee7aa55433 ---------------------------------------------------- ERROR: no solution for picto in the first solution ERROR: no solution for picto in the first solution ERROR: no solution for picto in the first solution ERROR: no solution for picto in the first solution ERROR: no solution for picto in the first solution ERROR: no solution for picto in the first solution ERROR: no solution for picto in the first solution ERROR: no solution for picto in the first solution ERROR: no solution for picto in the first solution ERROR: no solution for picto in the first solution ERROR: no solution for picto in the first solution ERROR: no solution for picto in the first solution ERROR: no solution for picto in the first solution ERROR: no solution for picto in the first solution ERROR: no solution for picto in the first solution PIG.w250 ==================================== Prompt ============================================= Here is all known information: For "Porc", here are the nutrition values: name: Porc GTIN: none brand: none calorie: 163.0Kcal per 100g reference weight for a unity: 250g salt: 0.081g per 100g sugar: 0.0g per 100g NutriScore: none EcoScore: none allergens: none allergen traces: none data source: Ciqual Answer in less than 50 words to this question with a short explanation if needed: "quelle est la quantité de protéine dans 1kg de porc" " + "Mention the data source in the response if it exists. The answer must be in the same language than the question ========================================================================================= ------------------------------ LLM Raw response ----------------------------- La quantité de protéine dans 1kg de porc n'est pas spécifiée dans les informations fournies. Source des données : Ciqual. ----------------------------------------------------------------------------- --------------------------------- LLM result ----------------------------------- {'response': "La quantité de protéine dans 1kg de porc n'est pas spécifiée dans les informations fournies. Source des données : Ciqual.", 'cost': 0.0} -------------------------------------------------------------------------------- --------------------------------- final result ----------------------------------- {'prompt': 'quelle est la quantité de protéine dans 1kg de porc', 'intents': ['Answer a nutrition question'], 'model': 'gpt-4o-2024-05-13', 'solutions': {'nutrition': [{'name': 'Porc', 'normName': ' porc ', 'comment': 'rôti', 'normComment': ' roti ', 'rank': 0, 'id': 'CIQ#da69df86edfa7a86ce8be39816f205d2', 'quantity': '1kg', 'quantityLem': '1kg', 'pack': ['PIG.w250'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'unknown', 'serving': '', 'posiNormName': 0}], 'activity': [], 'response': {'type': 'text', 'data': "La quantité de protéine dans 1kg de porc n'est pas spécifiée dans les informations fournies. Source des données : Ciqual."}}, 'cputime': 3.1710712909698486} ---------------------------------------------------------------------------------- LLM CPU Time: 3.1710712909698486