Input path: /home/debian/html/nutritwin/output_llm/66b9112ef28a7/input.json Output path: /home/debian/html/nutritwin/output_llm/66b9112ef28a7/output.json Input text: J'ai mangé une salade de lentilles maïs 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 salade de lentilles maïs ================================================================================================================================== ==================================== 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 salade de lentilles maïs###. 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 salade de lentilles maïs""" 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": "salade de lentilles", "type": "food", "event": "declaration" }, { "name": "maïs", "type": "food", "event": "declaration" } ] ``` ----------------------------------------------------------------------------- ----------------- Make it compliant ------------------ ```json [ { "name": "salade de lentilles", "type": "food", "event": "declaration" }, { "name": "maïs", "type": "food", "event": "declaration" } ] ``` ------------------------------------------------------ ------------------------ After simplification ------------------------ [ { "name": "salade de lentilles", "type": "food", "event": "declaration" }, { "name": "maïs", "type": "food", "event": "declaration" }] ---------------------------------------------------------------------- --------------------------------- LLM result ----------------------------------- {'response': [{'name': 'salade de lentilles', 'type': 'food', 'event': 'declaration'}, {'name': 'maïs', 'type': 'food', 'event': 'declaration'}], 'cost': 0.0} -------------------------------------------------------------------------------- ----------- result to be analyzed ----------- {'name': 'salade de lentilles', '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 '% salade de lentille %' 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 '% salade de lentille %' AND V_NormTrademark LIKE '%%' ------------- Found solution (max 20) -------------- Lentilles aux Lardons - lentille au lardon - - Casino - 0 - 3222476292308 - 3222476292308 - OFF#9536639600137c9f780f39fc809de88e Lentilles aux Petits Lardons - lentille au petit lardon - - Carrefour - 0 - 3245413924513 - 3245413924513 - OFF#f83aa18b1a66b8a1d93cf0a9b2cb8615 Lentilles Corail à la Marocaine - lentille corail marocaine - - Bonduelle - 0 - 3083681063363 - 3083681063363 - OFF#b4b645fbe0d394d3042eefe447220ba2 Lentilles Corail Feta Cranberries - lentille corail feta cranberrie - - Carrefour - 0 - 3560071081553 - 3560071081553 - OFF#99c4c946420063c6f315b86bed80cd98 Lentilles Vertes Tofu Fumé Frais et Oignons Rouges - lentille verte tofu fume frai oignon rouge - - Casino - 0 - 3222473017669 - 3222473017669 - OFF#a310029d2aa04461ed1f9321d56e7432 Lentilles Corail à l'Orientale Portion Individuelle - lentille corail orientale portion individuelle - - Bonduelle - 0 - 3083681062854 - 3083681062854 - OFF#ecea866c7d76e8c5405c1702f011237e Salade de Lentilles - salade de lentille - - Leader Price - 0 - 3263858422111 - 3263858422111 - OFF#193dd58e32ed187de1645eef31d9a92c Salade de Lentilles - salade de lentille - - Metro Chef - 0 - 3439496622019 - 3439496622019 - OFF#2ba47bcdfd6e122548ef7de492f15920 Salade de Lentilles Basilic - salade de lentille basilic - - Monoprix - 0 - 3350033810471 - 3350033810471 - OFF#9dba17402c372724355b4d19d3a7a3ed Salade de Lentilles et Legumes - salade de lentille legume - - Monoprix - 0 - 3350033547186 - 3350033547186 - OFF#db6fb9c63894c7cd0b14c51e3ae91040 Salade de Lentilles aux Oignons - salade de lentille au oignon - - Carrefour - 0 - 3560071513474 - 3560071513474 - OFF#1f98ccdb396df5a0ca44a249dc54ac3c Salade de Lentilles Vertes au Tofu - salade de lentille verte tofu - - La Vie Claire - 0 - 3266191067148 - 3266191067148 - OFF#ef3d2c4958fa41cc46982b866e7578ca Salade de Lentilles Vertes au Tofu - salade de lentille verte tofu - - Naturalia - 0 - 3700036900219 - 3700036900219 - OFF#bfd471d40cf2fd2023a500fbe327ea5f Salade de Lentilles Carottes Oignons - salade de lentille carotte oignon - - Bonduelle - 0 - 3083681049893 - 3083681049893 - OFF#30bea614defba5734ad0c936f7bd29be Salade de Lentilles Corail et Légumes - salade de lentille corail legume - - Leader Price - 0 - 3263858811410 - 3263858811410 - OFF#1e89b4e21123aa4e982488a1e1aa06d6 Salade de Lentilles Vertes aux Oignons - salade de lentille verte au oignon - - Metro Chef - 0 - 3439496603940 - 3439496603940 - OFF#8b812669ec01b112fd19b19aadc9dd63 Salade de Lentilles Vertes et Oeuf Poché - salade de lentille verte oeuf poche - - Monoprix - 0 - 3350033062054 - 3350033062054 - OFF#5280319c8ec8d1c8c67e2bc597a84e1c Salade de Lentilles Corail aux Raisins Secs - salade de lentille corail au raisin sec - - Casino - 0 - 3222476427908 - 3222476427908 - OFF#1917c0cebb470699d8495ccfac9ff4c3 Salade de Lentilles Corail aux Raisins Secs - salade de lentille corail au raisin sec - - Franprix - 0 - 3263858065219 - 3263858065219 - OFF#2054cb60a991458ac5612b66ad8759bd Salade de Lentilles aux Oignons et Carottes - salade de lentille au oignon carotte - - Carrefour - 0 - 3560071263447 - 3560071263447 - OFF#deb46958f5913cd93727ac0089dc861d ---------------------------------------------------- ERROR: Wrong quantity: '' ERROR: no solution for picto in the first solution ----------- result to be analyzed ----------- {'name': 'maïs', '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 '% mai %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Maïs Doux - mai dou - égoutté - - 0 - - - CIQ#23e2189e9c178fd9c31d3b17246f2b31 Maïs Entier - mai entier - cru - - 0 - - - CIQ#71bc4bfd4d50a98d146bc65a9805fd58 Maïs (grain) - mai - - - 0 - - - KCA#43ef5bff9dcd4c81a49a6f883742c424 Maïs (conserve) - mai - - - 1101 - - - KCA#43ef5bff9dcd4c81a49a6f883742c424 Pain au Maïs - pain mai - - - 880 - - - KCA#804726a10c6495aca4589d2a04fa46b4 Epi de Maïs - epi de mai - - - 490 - - - KCA#3ea09016d87f0312d6b025a3956166c0 Chips de Maïs - chip de mai - - - 231 - - - KCA#a9469c33139c79695a8b4afbb070090f Chips de Maïs ou Tortilla Chips - chip de mai ou tortilla chip - - - 0 - - - CIQ#33e20a7e32ecbb18a4fa645d8271a66c Huile de Maïs - huile de mai - - - 6 - - - CIQ#07222d65fa66efc75669c64d6fa20961 Boules de Maïs Soufflées au Miel - boule de mai soufflee miel - enrichies en vitamines et minéraux - - 0 - - - CIQ#38b642aa77c7f83166bc66cda176b3a2 Boules de Maïs Soufflées au Miel - boule de mai soufflee miel - non enrichies en vitamines et minéraux - - 0 - - - CIQ#0a24c0c921aa72366a89dba7d796aa56 Boules de Maïs Soufflées Chocolatées - boule de mai soufflee chocolatee - - - 18 - - - KCA#4c4cbef7c9b06b280099d6a331757ed7 Boules de Maïs Soufflées Chocolatées - boule de mai soufflee chocolatee - et 125 ml de lait demi écrémé - - 4 - - - KCA#53bea6477276acc33e1f6a7937bae9aa Pétales de Maïs Natures - petale de mai nature - enrichis en vitamines et minéraux - - 0 - - - CIQ#0900a2f75000734291007d1025ed07a2 Pétales de Maïs Natures - petale de mai nature - non enrichis en vitamines et minéraux - - 0 - - - CIQ#e8e71ea741f338a1a6edea46f3be0a33 Pétales de Maïs Glacés au Sucre - petale de mai glace sucre - enrichis en vitamines et minéraux - - 0 - - - CIQ#0e9ee284b6d5f81ea62a7cbab0485439 Pétales de Maïs Glacés au Sucre - petale de mai glace sucre - non enrichis en vitamines et minéraux - - 0 - - - CIQ#1e1c2fb7dc98410f9cf8947b2405f758 Pop-corn ou Maïs Éclaté - pop corn ou mai eclate - au caramel - - 0 - - - CIQ#55e9e21821b85a3579fd4a0e7486132a Pop-corn ou Maïs Éclaté - pop corn ou mai eclate - à l'huile, salé - - 0 - - - CIQ#44a7bce52d6f57e63d98e29e00b69df6 Pop-corn ou Maïs Éclaté - pop corn ou mai eclate - à l'air, non salé - - 0 - - - CIQ#a877b8feb146563d0aa2f65220fa43cb ---------------------------------------------------- ERROR: Wrong quantity: '' ERROR: no solution for picto in the first solution --------------------------------- final result ----------------------------------- {'prompt': "J'ai mangé une salade de lentilles maïs", 'intents': ['Identify food consumption or declaration'], 'model': 'gpt-4o-2024-05-13', 'solutions': {'nutrition': [{'name': 'Lentilles aux Lardons', 'normName': ' lentille au lardon ', 'comment': '', 'normComment': '', 'rank': 0, 'id': 'OFF#9536639600137c9f780f39fc809de88e', 'quantity': '', 'quantityLem': '', 'pack': ['BOS.w320'], 'type': 'food', 'gtin': '3222476292308', 'gtinRef': '3222476292308', 'brand': 'Casino', 'time': '', 'event': 'declaration', 'serving': '', 'posiNormName': -1}, {'name': 'Maïs Doux', 'normName': ' mai dou ', 'comment': 'égoutté', 'normComment': ' egoutte ', 'rank': 0, 'id': 'CIQ#23e2189e9c178fd9c31d3b17246f2b31', 'quantity': '', 'quantityLem': '', 'pack': ['MAI.w120'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': '', 'posiNormName': 0}], 'activity': [], 'response': {}}, 'cputime': 1.6938223838806152} ---------------------------------------------------------------------------------- LLM CPU Time: 1.6938223838806152