Input path: /home/debian/html/nutritwin/output_llm/6793bcf037e88/input.json Output path: /home/debian/html/nutritwin/output_llm/6793bcf037e88/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/6793bcf037e88/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": "tagliatelles", "quantity": "une part", "cookingMethod": "façon wok", "type": "food", "event": "unknown" }, { "name": "poulet", "quantity": "20%", "type": "food", "event": "unknown" }, { "name": "volaille", "quantity": "31.4%", "type": "food", "event": "unknown" }, { "name": "sauce", "quantity": "11.4%", "type": "food", "event": "unknown" } ] ----------------------------------------------------------------------------- ----------------- Make it compliant ------------------ [ { "name": "tagliatelles", "quantity": "une part", "cookingMethod": "façon wok", "type": "food", "event": "unknown" }, { "name": "poulet", "quantity": "20%", "type": "food", "event": "unknown" }, { "name": "volaille", "quantity": "31.4%", "type": "food", "event": "unknown" }, { "name": "sauce", "quantity": "11.4%", "type": "food", "event": "unknown" } ] ------------------------------------------------------ ------------------------ After simplification ------------------------ [ { "name": "tagliatelles", "quantity": "une part", "cookingMethod": "fa\u00e7on wok", "type": "food", "event": "unknown" }, { "name": "poulet", "quantity": "20%", "type": "food", "event": "unknown" }, { "name": "volaille", "quantity": "31.4%", "type": "food", "event": "unknown" }, { "name": "sauce", "quantity": "11.4%", "type": "food", "event": "unknown" } ] ---------------------------------------------------------------------- --------------------------------- LLM result ----------------------------------- {'response': [{'name': 'tagliatelles', 'quantity': 'une part', 'cookingMethod': 'façon wok', 'type': 'food', 'event': 'unknown'}, {'name': 'poulet', 'quantity': '20%', 'type': 'food', 'event': 'unknown'}, {'name': 'volaille', 'quantity': '31.4%', 'type': 'food', 'event': 'unknown'}, {'name': 'sauce', 'quantity': '11.4%', 'type': 'food', 'event': 'unknown'}], 'cost': 0.0} -------------------------------------------------------------------------------- ----------- result to be analyzed ----------- {'name': 'tagliatelles', 'quantity': 'une part', 'cookingMethod': 'façon wok', 'type': 'food', '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 '% tagliatelle %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Tagliatelles au Pistou - tagliatelle pistou - au pistou - - 0 - - - KCA#3726ca1a6d22ce6c37c68b2ddfe9e2fe Tagliatelles à la Carbonara - tagliatelle carbonara - la carbonara - - 0 - - - KCA#110aacd0befda139ca7e5d13538fe107 Tagliatelles à la Bolognaise - tagliatelle bolognaise - la bolognaise - - 0 - - - KCA#00fe6dbca96fed7eb293aa60f05507e3 Tagliatelles Blé Complet Quinoa - tagliatelle ble complet quinoa - et Basilic - - 20 - - - KCA#1bcc2fe28b1591fd1c0c4a6597a678bf Poisson Avec Tagliatelles - poisson avec tagliatelle - - - 57 - - - KCA#5a594aea18f86f991faa882847768e74 ---------------------------------------------------- ----------- result to be analyzed ----------- {'name': 'poulet', 'quantity': '20%', 'type': 'food', '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 '% poulet %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Poulet - poulet - - - 8795 - - - KCA#2b8a36538eae9db1a126faeda234fa36 Poulet - poulet - escalope panée - - 0 - - - CIQ#bae631670e62c77d45034eff236a1db0 Poulet - poulet - croquette panée ou nuggets - - 0 - - - CIQ#d8096293142be1614c2e2d792fb0d135 Poulet - poulet - cuisse, viande et peau, cru - - 0 - - - CIQ#7de39f1b0aefe1479f456f2eeffe360d Poulet - poulet - filet, sans peau, sauté/poêlé - - 0 - - - CIQ#bdeff1663af053ba0ef4dfc523f03224 Poulet - poulet - cuisse, viande, rôti/cuit au four - - 0 - - - CIQ#2760b1ebd16b8f276e8dc49751990e69 Poulet - poulet - viande et peau, rôti/cuit au four - - 0 - - - CIQ#ea614234aa25e31d1b1bd4f1dbbbce1a Poulet - poulet - filet, sans peau, sauté/poêlé, bio - - 0 - - - CIQ#8d157895c46690cf07811470dcb92052 Poulet - poulet - cuisse, viande, bouilli/cuit à l'eau - - 0 - - - CIQ#698505f6db4f71029aeeab2e3a06e19c Poulet - poulet - manchons marinés, rôtis/cuits au four - - 0 - - - CIQ#960d39abb32cc5f3c56126dfd2e03e8f Poulet - poulet - aile, viande et peau, rôti/cuit au four - - 0 - - - CIQ#f9c58ba832cc3603548917e8084ee304 Poulet - poulet - cuisse, viande et peau, rôtie/cuite au four - - 0 - - - CIQ#124b0a1b1080244ea5c3ca52f7866c32 Poulet - poulet - poitrine, viande et peau, rôti/cuit au four - - 0 - - - CIQ#e3de333fab10eb5afe51680b6cb1d486 Poulet - poulet - cuisse, viande et peau, bouilli/cuit à l'eau - - 0 - - - CIQ#b2d906c4947a322c9b05108f5b1a0ae3 Poulet Rôti - poulet roti - - - 10622 - - - KCA#8f4155b2705cf340fe3f2777bcfbe7ea Poulet Frit - poulet frit - - - 2594 - - - KCA#dd0ae748ef0c8413ce4c89f25d8229d1 Poulet Marengo - poulet marengo - - - 57 - - - KCA#f706ed1fc95afe84c20df295d5844034 Poulet à l'Ail - poulet ail - - - 51 - - - KCA#ada607ff9b9084654b8663e6d96eaa93 Poulet au Miel - poulet miel - et salade de Fenouil et Céleri à la crème - - 43 - - - KCA#10b8495a1834253e87733dc33ffcfd80 Poulet au Curry - poulet curry - - - 1421 - - - KCA#89f6cd1b00b67266a7db24596103e009 ---------------------------------------------------- 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 ----------- result to be analyzed ----------- {'name': 'volaille', 'quantity': '31.4%', 'type': 'food', '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 '% volaille %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Volaille - volaille - croquette panée ou nuggets - - 0 - - - CIQ#8c5cc70e64cad53adc266981df085dbd Soupe à la Volaille et aux Légumes - soupe volaille au legume - - - 0 - - - CIQ#f5af29451f9fb2ab8266fa563a53ac7e Soupe à la Volaille et aux Légumes - soupe volaille au legume - déshydratée reconstituée - - 0 - - - CIQ#83184f295c66f90a2ddec16a9e1be224 Soupe à la Volaille et aux Vermicelles - soupe volaille au vermicelle - - - 142 - - - CIQ#2606d9f600d6eb2c0acbbf8e97534b99 Soupe à la Volaille et aux Vermicelles - soupe volaille au vermicelle - déshydratée reconstituée - - 0 - - - CIQ#cc46fa9d349d06f65dfece61f2bf6023 Foie de Volaille - foie de volaille - - - 588 - - - KCA#27e89e9dd78f35b476952da4ed37a33f Rôti de Volaille en Salaison - roti de volaille en salaison - - - 0 - - - CIQ#f8e43f0e69b214da9d77baecafeb78c9 Fond de Volaille pour Sauces et Cuisson - fond de volaille pour sauce cuisson - déshydraté - - 0 - - - CIQ#987cf0bd191d698ef051048d0295bcaf Haché de Volaille - hache de volaille - - - 0 - - - CIQ#d6fd679bfe9d6ae016ae7daa89516e7b Nuggets de Volaille - nugget de volaille - - - 487 - - - KCA#de690fa89a7e02ffa4abc0d715580650 Quenelle de Volaille - quenelle de volaille - crue - - 0 - - - CIQ#e8c6382c6a9b31f981822aa92c36e06b Quenelle de Volaille - quenelle de volaille - en sauce - - 0 - - - CIQ#3d72094c9e7bc6f1d7ce1aef16a34a5e Bouillon de Volaille - bouillon de volaille - déshydraté - - 0 - - - CIQ#fc2a71e5fb4ce2af811bcfcc5b190b59 Saucisse de Volaille - saucisse de volaille - type Knack - - 0 - - - CIQ#3e439e37fd7f3cb508c297dc766a2468 Saucisse de Volaille - saucisse de volaille - façon charcutière - - 0 - - - CIQ#148b1f1e85b0e772bda05ba43cbb34f3 Bouillon de Volaille - bouillon de volaille - déshydraté reconstitué - - 0 - - - CIQ#c7bda350212b1aedc2cf2d8ae5b51276 Quenelle de Volaille en Sauce - quenelle de volaille en sauce - conserve - - 42 - - - KCA#7c4d7a073aa2b5d5cb01ac04a62f4592 Paupiette de Volaille - paupiette de volaille - - - 212 - - - CIQ#95c135f859ed4c057a6b744f0609b561 Brochette de Volaille - brochette de volaille - - - 186 - - - CIQ#145d92a20be8bcae58d019521e7361d9 Brochette de Volaille - brochette de volaille - - - 0 - - - CIQ#145d92a20be8bcae58d019521e7361d9 ---------------------------------------------------- ERROR: no solution for picto in the first solution ----------- result to be analyzed ----------- {'name': 'sauce', 'quantity': '11.4%', 'type': 'food', '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 '% sauce %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Sauce Soja - sauce soja - - - 3 - - - CIQ#b952eceb45cb10013a92ef0779b17653 Sauce Pesto - sauce pesto - - - 1574 - - - CIQ#1522ff5f8e2afb98f43dc84032eb88a2 Sauce Tomate - sauce tomate - sauce tomate - - 0 - - - KCA#7d512351ce711d864802585661fe5016 Sauce au Curry - sauce curry - - - 756 - - - CIQ#9210f7eca1ee3b1897594c0178290b20 Sauce Barbecue - sauce barbecue - - - 605 - - - CIQ#ef41b91b3553734511e938471949c410 Sauce au Chocolat - sauce chocolat - - - 0 - - - CIQ#499da9cecdcb14e8c3264dd25833827c Sauce Végétale Type Bolognaise - sauce vegetale type bolognaise - - - 0 - - - CIQ#84e99ba7b00b9d430019fdda2fd5f7c0 Sauce Nuoc Mâm ou Sauce au Poisson - sauce nuoc mam ou sauce poisson - - - 0 - - - CIQ#af0e9d2be8f4dd30887de87ebdddf63f Sauce Basquaise ou Sauce aux Poivrons - sauce basquaise ou sauce au poivron - - - 0 - - - CIQ#47d21249bc4ab285956c9e298c68bb6d Sauce pour Nems à Base de Nuoc-mam Dilué - sauce pour nem base de nuoc mam dilue - - - 0 - - - CIQ#68d76cc02b44928be15871a78b9d94f0 Raie à la Sauce Rose - raie sauce rose - - - 7 - - - KCA#1444c15182b9ef2f68e738c71bfb6cc7 Porc à la Sauce Satay - porc sauce satay - - - 60 - - - KCA#aed030947a37a27a9fdcf9addd4e67bc Oeufs à la Sauce Robert - oeuf sauce robert - - - 2 - - - KCA#8624d58a57b5203a5e66034982f48874 Oeufs à la Sauce Béarnaise - oeuf sauce bearnaise - - - 11 - - - KCA#b3c010b58057c755805baed78408c687 Boeuf Sauce Satay - boeuf sauce satay - - - 198 - - - KCA#2892f776d49ca112a8d9a6cdd51df956 Moules Sauce Rousse - moule sauce rousse - - - 39 - - - KCA#e28239723ff413f8d4c84fea8b2301c9 Steaks Sauce Persil - steak sauce persil - sauce persil - - 0 - - - KCA#6524592e1b23ceffe76c9e0ff784370d Moules à la Sauce Catalane ou Escabèche - moule sauce catalane ou escabeche - tomate, égouttée - - 0 - - - CIQ#c816954f008a5e5e39aad2cbf43621e8 Abats en Sauce - abat en sauce - - - 11 - - - KCA#eb1dcd4090f766ad17ceaa2a6323f56f Poisson Sauce Oseille - poisson sauce oseille - - - 93 - - - KCA#aa876384995dcab3ff5f07a2d998ee89 ---------------------------------------------------- ERROR: no solution for picto in the first solution --------------------------------- final result ----------------------------------- {'prompt': '', 'model': 'mistral-large-2411', 'imagePath': '/home/debian/html/nutritwin/output_llm/6793bcf037e88/capture.jpg', 'intents': ['Identify foods and beverages in an image'], 'solutions': {'nutrition': [{'name': 'Tagliatelles au Pistou', 'normName': ' tagliatelle pistou ', 'comment': 'au pistou', 'normComment': ' pistou ', 'rank': 0, 'id': 'KCA#3726ca1a6d22ce6c37c68b2ddfe9e2fe', 'quantity': 'une part', 'quantityLem': '1 part', 'pack': ['NO2.k550'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'unknown', 'serving': 'NO2-100', 'posiNormName': 0}, {'name': 'Poulet', 'normName': ' poulet ', 'comment': '', 'normComment': '', 'rank': 8795, 'id': 'KCA#2b8a36538eae9db1a126faeda234fa36', 'quantity': '20%', 'quantityLem': '20%', 'pack': ['POU.w100', 'CUI.w200'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'unknown', 'serving': '', 'posiNormName': 0}, {'name': 'Volaille', 'normName': ' volaille ', 'comment': 'croquette panée ou nuggets', 'normComment': ' croquette panee ou nugget ', 'rank': 0, 'id': 'CIQ#8c5cc70e64cad53adc266981df085dbd', 'quantity': '31.4%', 'quantityLem': '31.4%', 'pack': ['UN2.w100'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'unknown', 'serving': '', 'posiNormName': 0}, {'name': 'Sauce Soja', 'normName': ' sauce soja ', 'comment': '', 'normComment': '', 'rank': 3, 'id': 'CIQ#b952eceb45cb10013a92ef0779b17653', 'quantity': '11.4%', 'quantityLem': '11.4%', 'pack': ['CSS.w20'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'unknown', 'serving': '', 'posiNormName': 0}], 'activity': [], 'response': {}}, 'cputime': 8.123369455337524} ---------------------------------------------------------------------------------- LLM CPU Time: 8.123369455337524