Input path: /home/debian/html/nutritwin/output_llm/677c14a64788d/input.json Output path: /home/debian/html/nutritwin/output_llm/677c14a64788d/output.json Input text: 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: ================================================================================================================================== Image to be analyzed: /home/debian/html/nutritwin/output_llm/677c14a64788d/capture.jpg ############################################################################################## # For image extraction, pixtral-large-2411 is used # ############################################################################################## ==================================== Prompt ============================================= In the image, identify all the foods and beverages, convert them into an array of JSON with consumed foods. Ignore what it is not connected to nutrition, beverage or food. When a food or a beverage has several instances unify them on a single food or beverage and add the quantities of each. The attribute name must remain in English but the result, so the attribute value, must be in french, and only in french. Provide a solution without explanation. Use only the food & beverage 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...). Ignore food or beverage when it is not consumed in the past, now or in the future. The cooking mode is not in the name. The name is only in french."""@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 is only in french. Here are examples: '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. The cooking method is in french."@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 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. 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. """ Here is an example of result: [ { "name": "blanquette de veau", "quantity": "un plat", "cookingMethod": "mijot\u00e9", "timeOfTheDay": "lunch", "company": "Leclerc", "type": "food", "event": "declaration" }, { "name": "eau", "brand": "Evian", "company": "Danone", "timeOfTheDay": "breakfast", "quantity": "un verre", "type": "beverage", "event": "intent" } ] ========================================================================================= ------------------------------ LLM Raw response ----------------------------- [ { "name": "tomate", "quantity": "plusieurs", "type": "food", "event": "declaration" }, { "name": "maïs", "quantity": "plusieurs", "type": "food", "event": "declaration" }, { "name": "champignon", "quantity": "plusieurs", "type": "food", "event": "declaration" } ] ----------------------------------------------------------------------------- ----------------- Make it compliant ------------------ [ { "name": "tomate", "quantity": "plusieurs", "type": "food", "event": "declaration" }, { "name": "maïs", "quantity": "plusieurs", "type": "food", "event": "declaration" }, { "name": "champignon", "quantity": "plusieurs", "type": "food", "event": "declaration" } ] ------------------------------------------------------ ------------------------ After simplification ------------------------ [ { "name": "tomate", "quantity": "plusieurs", "type": "food", "event": "declaration" }, { "name": "ma\u00efs", "quantity": "plusieurs", "type": "food", "event": "declaration" }, { "name": "champignon", "quantity": "plusieurs", "type": "food", "event": "declaration" } ] ---------------------------------------------------------------------- --------------------------------- LLM result ----------------------------------- {'response': [{'name': 'tomate', 'quantity': 'plusieurs', 'type': 'food', 'event': 'declaration'}, {'name': 'maïs', 'quantity': 'plusieurs', 'type': 'food', 'event': 'declaration'}, {'name': 'champignon', 'quantity': 'plusieurs', 'type': 'food', 'event': 'declaration'}], 'cost': 0.0} -------------------------------------------------------------------------------- ----------- result to be analyzed ----------- {'name': 'tomate', 'quantity': 'plusieurs', '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 '% tomate %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Tomate - tomate - crue - - 50564 - - - CIQ#9019c33adc1aff1aeff07888f760e3dc Tomate - tomate - purée - - 0 - - - CIQ#98e08e3b00fecca745d7da29e1015a95 Tomate - tomate - pulpe - - 0 - - - CIQ#fd785fdebdb36567c615d2cf46456ffd Tomate - tomate - concentré - - 0 - - - CIQ#7020e6d5e5bd9e09aaa1661220ba09b7 Tomate - tomate - pelée, égouttée - - 0 - - - CIQ#e42ed02a1db9c324a72333e04d401dc1 Tomate - tomate - double concentré - - 0 - - - CIQ#316f9d6fdf5ec84b18998fae96416e09 Tomate - tomate - séchée, à l'huile - - 0 - - - CIQ#b7e1592c157fef2c1429cdc04e65f429 Tomate - tomate - rôtie/cuite au four - - 0 - - - CIQ#abc1ee10e1ef1b8d9ea01e5cf5081ac9 Tomate - tomate - pulpe et peau, rôtie/cuite au four - - 0 - - - CIQ#a670b9fa38af8c6557b321a08d7ab367 Tomate Ronde - tomate ronde - crue - - 0 - - - CIQ#684dc9134dc864e3c83f5330fa9965d4 Tomate Farcie - tomate farcie - - - 1889 - - - CIQ#6662d127dcc7f87a176e7cda4540b6d5 Tomate Cerise - tomate cerise - crue - - 0 - - - CIQ#9f76e2172737f480f1c9b66f3627bfb0 Tomate Grappe - tomate grappe - crue - - 0 - - - CIQ#2bdccc054e39de9382dcb2ff97b1204d Tomate Cerise - tomate cerise - tomate cerise - - 0 - - - KCA#fc7d1647e177b261c9a22262037f6216 Tomate Séchée - tomate sechee - tomate séchée - - 0 - - - KCA#1dfa8e1ad113a5175e6a3ba4bee46416 Tomates au Four - tomate four - au four - - 0 - - - KCA#7bd06a9534bdcb97e7af0143ac0124d5 Tomates Farcies - tomate farcie - tomates farcies - - 0 - - - KCA#6e01a7596f6a74b9bca3e51ca2721e81 Tomates Tartares - tomate tartare - tomates tartares - - 0 - - - KCA#e15190c59aa8508125d81de65be88670 Tomate Concentrée - tomate concentree - tomate concentrée - - 0 - - - KCA#22854ad0ad81beeccc0841c1f0c5d66c Tomates Provençales - tomate provencale - tomates provençales - - 0 - - - KCA#799358a4b450be03bfd4014d3908c6dc ---------------------------------------------------- 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 ----------- result to be analyzed ----------- {'name': 'maïs', 'quantity': 'plusieurs', '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: no solution for picto in the first solution ----------- result to be analyzed ----------- {'name': 'champignon', 'quantity': 'plusieurs', '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 '% champignon %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Champignon - champignon - cèpe, cru - - 0 - - - CIQ#507bf7eedd01023a656de6a680e5253b Champignon - champignon - morille, crue - - 0 - - - CIQ#5a42db3f720c459ca8a664618d25cb75 Champignon - champignon - pleurote, crue - - 0 - - - CIQ#8a27db7118edd4e9f4660a26806fc021 Champignon - champignon - tout type, cru - - 0 - - - CIQ#5a45b2147e895e9c204f1ec73d856944 Champignon - champignon - oronge vraie, crue - - 0 - - - CIQ#dae7b304a96a7fcf5a6a266a6d84aad8 Champignon - champignon - rosé des prés, cru - - 0 - - - CIQ#f324b9c23b69a938642850ec277feabe Champignon - champignon - tout type, égoutté - - 0 - - - CIQ#334a7f823845a3a699895c405348f517 Champignon - champignon - chanterelle ou girolle, crue - - 0 - - - CIQ#92c83cfc5f670913dcac08ecee3da035 Champignon - champignon - lentin comestible ou shiitaké - - 0 - - - CIQ#3c4b31a66351114e03870c4dd8b9ae1b Champignon - champignon - lentin comestible ou shiitaké, séché - - 0 - - - CIQ#fca11dc03464769331766aed3628d0ba Champignons Crus - champignon cru - - - 3579 - - - KCA#3cc80555ef5ce4a78c202b8ab14d5e06 Champignons Sautés - champignon saute - - - 956 - - - KCA#f1a890378210c207314dbfecc84cff43 Champignons Grillés - champignon grille - aux Tomates et au Basilic - - 14 - - - KCA#9e228d5fbbc34e30d173cb3d39d14353 Champignons Gratinés - champignon gratine - - - 37 - - - KCA#928331d41ce0d6041dddaed4bf258197 Champignons en Salade - champignon en salade - - - 160 - - - KCA#4b803014b0707eb6119d6f8b5cf1091a Champignons Apertisés - champignon apertise - - - 68 - - - KCA#ffb947a6246047e223a055c43af04259 Champignons à la Crème - champignon creme - - - 654 - - - KCA#8d6f5386b19b03577f6a1e2cc4483343 Champignons Vinaigrette - champignon vinaigrette - - - 24 - - - KCA#2b370fdead13ae1b072147efe2939971 Champignons Crus en Salade - champignon cru en salade - - - 59 - - - KCA#2f96039f4b2b2afe907b0ec3ef0e8a64 Champignon de Paris ou Champignon de Couche - champignon de pari ou champignon de couche - cru - - 0 - - - CIQ#3d3674c5fd5a40d6343a2a115a1b0ead ---------------------------------------------------- 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 --------------------------------- final result ----------------------------------- {'prompt': '', 'model': 'mistral-large-2411', 'imagePath': '/home/debian/html/nutritwin/output_llm/677c14a64788d/capture.jpg', 'intents': ['Identify foods and beverages in an image'], 'solutions': {'nutrition': [{'name': 'Tomate', 'normName': ' tomate ', 'comment': 'crue', 'normComment': ' crue ', 'rank': 50564, 'id': 'CIQ#9019c33adc1aff1aeff07888f760e3dc', 'quantity': 'plusieurs', 'quantityLem': 'plusieur', 'pack': ['TOM.w150'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': '', 'posiNormName': 0}, {'name': 'Maïs Doux', 'normName': ' mai dou ', 'comment': 'égoutté', 'normComment': ' egoutte ', 'rank': 0, 'id': 'CIQ#23e2189e9c178fd9c31d3b17246f2b31', 'quantity': 'plusieurs', 'quantityLem': 'plusieur', 'pack': ['MAI.w120'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': '', 'posiNormName': 0}, {'name': 'Champignon', 'normName': ' champignon ', 'comment': 'cèpe, cru', 'normComment': ' cepe cru ', 'rank': 0, 'id': 'CIQ#507bf7eedd01023a656de6a680e5253b', 'quantity': 'plusieurs', 'quantityLem': 'plusieur', 'pack': ['LEG.w150'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': '', 'posiNormName': 0}], 'activity': [], 'response': {}}, 'cputime': 4.121242523193359} ---------------------------------------------------------------------------------- LLM CPU Time: 4.121242523193359