Input path: /home/debian/html/nutritwin/output_llm/66b8b199a5029/input.json Output path: /home/debian/html/nutritwin/output_llm/66b8b199a5029/output.json Input text: J'ai mangé une barquette de concombre sauce au fromage blanc et ciboulette de 200 g 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: J'ai mangé une barquette de concombre sauce au fromage blanc et ciboulette de 200 g ================================================================================================================================== ==================================== 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: ###J'ai mangé une barquette de concombre sauce au fromage blanc et ciboulette de 200 g###. 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 : """J'ai mangé une barquette de concombre sauce au fromage blanc et ciboulette de 200 g""" 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": "concombre", "quantity": "une barquette", "type": "food", "event": "declaration" }, { "name": "sauce au fromage blanc et ciboulette", "quantity": "200 g", "type": "food", "event": "declaration" } ] ``` ----------------------------------------------------------------------------- ----------------- Make it compliant ------------------ ```json [ { "name": "concombre", "quantity": "une barquette", "type": "food", "event": "declaration" }, { "name": "sauce au fromage blanc et ciboulette", "quantity": "200 g", "type": "food", "event": "declaration" } ] ``` ------------------------------------------------------ ------------------------ After simplification ------------------------ [ { "name": "concombre", "quantity": "une barquette", "type": "food", "event": "declaration" }, { "name": "sauce au fromage blanc et ciboulette", "quantity": "200 g", "type": "food", "event": "declaration" }] ---------------------------------------------------------------------- --------------------------------- LLM result ----------------------------------- {'response': [{'name': 'concombre', 'quantity': 'une barquette', 'type': 'food', 'event': 'declaration'}, {'name': 'sauce au fromage blanc et ciboulette', 'quantity': '200 g', 'type': 'food', 'event': 'declaration'}], 'cost': 0.0} -------------------------------------------------------------------------------- ----------- result to be analyzed ----------- {'name': 'concombre', 'quantity': 'une barquette', '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 '% concombre %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Concombre - concombre - pulpe, cru - - 16258 - - - CIQ#e0ae4bb0663d85c9fd95184b188c1bbe Concombre - concombre - pulpe et peau, cru - - 0 - - - CIQ#e49bcc1f44ade5c2b5ce20434d91194f Concombre au Beurre - concombre beurre - - - 13 - - - KCA#6e97ed5874d2c77e1520d9fb42e8d62a Concombre à la Crème - concombre creme - - - 2209 - - - KCA#9c5af1b10d7e724e7715b8e86365ae35 Maki Concombre - maki concombre - - - 238 - - - KCA#bf5560ccb0565182b8f64b02d6787fc3 Potage aux Concombres - potage au concombre - - - 5 - - - KCA#ef07cd0a66b8834c1e3e4d4a51ed21d2 Tomates aux Concombres - tomate au concombre - aux concombres - - 0 - - - KCA#e68cba16791b098cb72c9fb4d0d49592 ---------------------------------------------------- ERROR: no solution for picto in the first solution ERROR: no solution for picto in the first solution ----------- result to be analyzed ----------- {'name': 'sauce au fromage blanc et ciboulette', 'quantity': '200 g', '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 '% sauce fromage blanc ciboulette %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) Second 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_NormAggr LIKE '% sauce fromage blanc ciboulette %' AND V_NormTrademark LIKE '%%' ------------- Found solution (max 20) -------------- Wraps Jambon Crudités - wrap jambon crudite - - U - 0 - 3256224059011 - 3256224059011 - OFF#e05f5925b9fe438ee0aba8b6905c24d4 Parisienne Jambon Emmental - parisienne jambon emmental - - Daunat - 0 - 3367651004885 - 3367651004885 - OFF#e9bedda0d821b83ed76c1afaaf37bdc7 Salade de Concombres Sauce au Fromage Blanc et Ciboulette - salade de concombre sauce fromage blanc ciboulette - - U - 0 - 3256226400767 - 3256226400767 - OFF#0ac167bd29b5acc5a2e2ad90339119d8 ---------------------------------------------------- ERROR: no solution for picto in the first solution --------------------------------- final result ----------------------------------- {'prompt': "J'ai mangé une barquette de concombre sauce au fromage blanc et ciboulette de 200 g", 'intents': ['Identify food consumption or declaration'], 'model': 'gpt-4o-2024-05-13', 'solutions': {'nutrition': [{'name': 'Concombre', 'normName': ' concombre ', 'comment': 'pulpe, cru', 'normComment': ' pulpe cru ', 'rank': 16258, 'id': 'CIQ#e0ae4bb0663d85c9fd95184b188c1bbe', 'quantity': 'une barquette', 'quantityLem': '1 barquette', 'pack': ['CO4.w300'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': '', 'posiNormName': 0}, {'name': 'Wraps Jambon Crudités', 'normName': ' wrap jambon crudite ', 'comment': '', 'normComment': '', 'rank': 0, 'id': 'OFF#e05f5925b9fe438ee0aba8b6905c24d4', 'quantity': '200 g', 'quantityLem': '200 g', 'pack': ['SAN.w150'], 'type': 'food', 'gtin': '3256224059011', 'gtinRef': '3256224059011', 'brand': 'U', 'time': '', 'event': 'declaration', 'serving': '', 'posiNormName': -1}], 'activity': [], 'response': {}}, 'cputime': 1.9004182815551758} ---------------------------------------------------------------------------------- LLM CPU Time: 1.9004182815551758