Input path: /home/debian/html/nutritwin/output_llm/68e8e057043e9/input.json Output path: /home/debian/html/nutritwin/output_llm/68e8e057043e9/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/68e8e057043e9/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": "épinard", "quantity": "plusieurs feuilles", "type": "food", "event": "declaration" }, { "name": "pomme de terre", "quantity": "plusieurs tranches", "cookingMethod": "bouilli", "type": "food", "event": "declaration" }, { "name": "noix", "quantity": "plusieurs", "type": "food", "event": "declaration" }, { "name": "raisin sec", "quantity": "plusieurs", "type": "food", "event": "declaration" }, { "name": "mozzarella", "quantity": "plusieurs boules", "type": "food", "event": "declaration" } ] ----------------------------------------------------------------------------- ----------------- Make it compliant ------------------ [ { "name": "épinard", "quantity": "plusieurs feuilles", "type": "food", "event": "declaration" }, { "name": "pomme de terre", "quantity": "plusieurs tranches", "cookingMethod": "bouilli", "type": "food", "event": "declaration" }, { "name": "noix", "quantity": "plusieurs", "type": "food", "event": "declaration" }, { "name": "raisin sec", "quantity": "plusieurs", "type": "food", "event": "declaration" }, { "name": "mozzarella", "quantity": "plusieurs boules", "type": "food", "event": "declaration" } ] ------------------------------------------------------ ------------------------ After simplification ------------------------ [ { "name": "\u00e9pinard", "quantity": "plusieurs feuilles", "type": "food", "event": "declaration" }, { "name": "pomme de terre", "quantity": "plusieurs tranches", "cookingMethod": "bouilli", "type": "food", "event": "declaration" }, { "name": "noix", "quantity": "plusieurs", "type": "food", "event": "declaration" }, { "name": "raisin sec", "quantity": "plusieurs", "type": "food", "event": "declaration" }, { "name": "mozzarella", "quantity": "plusieurs boules", "type": "food", "event": "declaration" } ] ---------------------------------------------------------------------- --------------------------------- LLM result ----------------------------------- {'response': [{'name': 'épinard', 'quantity': 'plusieurs feuilles', 'type': 'food', 'event': 'declaration'}, {'name': 'pomme de terre', 'quantity': 'plusieurs tranches', 'cookingMethod': 'bouilli', 'type': 'food', 'event': 'declaration'}, {'name': 'noix', 'quantity': 'plusieurs', 'type': 'food', 'event': 'declaration'}, {'name': 'raisin sec', 'quantity': 'plusieurs', 'type': 'food', 'event': 'declaration'}, {'name': 'mozzarella', 'quantity': 'plusieurs boules', 'type': 'food', 'event': 'declaration'}], 'cost': 0.0} -------------------------------------------------------------------------------- ----------- result to be analyzed ----------- {'name': 'épinard', 'quantity': 'plusieurs feuilles', '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 '% epinard %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Épinard - epinard - bouilli/cuit à l'eau - - 0 - - - CIQ#433bdba89f5f8461e9be028dc8a7d006 Épinard - epinard - jeunes pousses pour salades, cru - - 0 - - - CIQ#fdeb432347d2b4173f5156686d2f99b6 Epinards Crus - epinard cru - - - 237 - - - KCA#2b067f81272058eb8afacaecf3d95ce4 Epinards Cuits - epinard cuit - - - 3521 - - - KCA#a84e48a746ab76e2a92a7ff685f7672b Epinards Surgelés - epinard surgele - - - 0 - - - KCA#6a5c1b019a4c5761881863139cae62f4 Epinards à la Crème - epinard creme - - - 1961 - - - KCA#4a3ec629c07ac0a72baff17d6dcffb6a Epinards au Fromage - epinard fromage - - - 103 - - - KCA#6185bd8b8954b8f180e21507e28bfb5d Tarte Épinard Chèvre - tarte epinard chevre - - - 1 - - - CIQ#903b346c51a11e87c3740323706f565f Purée d'Epinards à la Crème - puree epinard creme - - - 43 - - - KCA#5ad4feeb696a25452e1f664522dd253c Salade d'Epinards - salade epinard - - - 150 - - - KCA#79de93185d044eb14c4cea5a9aa5cacd Salade d'Epinards - salade epinard - Boulgour et Pois chiches - - 17 - - - KCA#46f12f923e6ad3074056575f0cdb89eb Riz aux Epinards et aux Figues - riz au epinard au figue - - - 9 - - - KCA#92aaabb51f939b54b37121fb6eff2626 Oeufs aux Epinards - oeuf au epinard - - - 11 - - - KCA#e6dea4a7c4fa999c2931f83dc857ac02 Boulettes d'Epinards à la Sauce Tomate - boulette epinard sauce tomate - - - 9 - - - KCA#2400b360c946364c7fedfc50987e55b3 Fatayer aux Epinards - fatayer au epinard - - - 9 - - - KCA#2e633a21d0f60571492b1012460c0283 Lentilles aux Epinards - lentille au epinard - - - 22 - - - KCA#27e5618f833b2a5e6ef3f51546ae28c8 Lasagnes Chèvre Epinards - lasagne chevre epinard - 'maison' - - 202 - - - KCA#bb87f36466b476d493686d067f7a309f Pappardelle aux Epinards et Tomates Grillées - pappardelle au epinard tomate grillee - à la Ricotta - - 1 - - - KCA#85c631a8538f4d0dddf99295efb67fa8 Raviolis Frais aux Epinards - ravioli frai au epinard - - - 76 - - - KCA#0933097fa2901b5e5e0e29590a3b0b95 Raviolis Frais Ricotta-epinards - ravioli frai ricotta epinard - - - 362 - - - KCA#08bd3dee018c7d1de7780e83157db3bb ---------------------------------------------------- ERROR: no solution for picto in the first solution ERROR: no solution for picto in the first solution ----------- result to be analyzed ----------- {'name': 'pomme de terre', 'quantity': 'plusieurs tranches', 'cookingMethod': 'bouilli', '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 '% pomme de terre %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Pomme de Terre - pomme de terre - égouttée - - 26541 - - - CIQ#bbc0fd1495ed69b7aadd91d1d9b9ae69 Pomme de Terre - pomme de terre - aliment moyen - - 0 - - - CIQ#15f690b8140afc79288abfb96a139095 Pomme de Terre - pomme de terre - sans peau, crue - - 0 - - - CIQ#9d1dc4d850cf0a126428e8235097b299 Pomme de Terre - pomme de terre - rôtie/cuite au four - - 0 - - - CIQ#73642ae51d1ceb413f96f404c2e8fcc5 Pomme de Terre - pomme de terre - purée, aliment moyen - - 0 - - - CIQ#20c56d85dc4d344fdfb3594d5e93f5ff Pomme de Terre - pomme de terre - bouillie/cuite à l'eau - - 0 - - - CIQ#6997e933cb8bbe4ad6fb62b2f04c05c2 Pomme de Terre - pomme de terre - sans peau, rôtie/cuite au four - - 0 - - - CIQ#7c973fe7644a5cc7a5e1ac7f7690f91c Pomme de Terre - pomme de terre - purée, avec lait et beurre, non salée - - 54 - - - CIQ#f6d85f887fb7a88d451e7d1390b123ee Pomme de Terre - pomme de terre - flocons déshydratés, au lait ou à la crème - - 0 - - - CIQ#1450a8209d87032018367a76931b19ad Pomme de Terre - pomme de terre - purée à base de flocons, reconstituée avec lait entier, matière grasse - - 0 - - - CIQ#e310092ee2308f72f5d4eb70daa82fbc Pomme de Terre - pomme de terre - purée à base de flocons, reconstituée avec lait demi-écrémé et eau, non salée - - 0 - - - CIQ#3b12d13dfd318911c754bcb37b7b05ab Pomme de Terre Anna - pomme de terre anna - - - 43 - - - KCA#96fe2fadd9f331eb4549227f2e4a6267 Pomme de Terre Chips - pomme de terre chip - - - 42 - - - KCA#1deb7b7eab80f8586099ee58a6db9ea2 Pomme de Terre Purée - pomme de terre puree - - - 40 - - - KCA#0d4cd5387a20885448dbbf1f634017b3 Pomme de Terre Byron - pomme de terre byron - - - 4 - - - KCA#244d59f3080438c8160682d32b6ff789 Pomme de Terre Rôties - pomme de terre rotie - - - 1077 - - - KCA#797b578eb598e7082faea0ae30d34021 Pomme de Terre Frites - pomme de terre frite - - - 178 - - - KCA#d9391c743d3aee9e28d0940b17624718 Pomme de Terre Vapeur - pomme de terre vapeur - sous vide - - 0 - - - CIQ#d52218f9e63c6cb0bf8151b244a71afd Pomme de Terre Poêlée - pomme de terre poelee - avec matière grasse - - 0 - - - CIQ#b717c125ad32aa35b8cd673ba48f8c60 Pomme de Terre Sautées - pomme de terre sautee - - - 5854 - - - KCA#7e685fe608808c6ddb2b7b1edab93c82 ---------------------------------------------------- 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': 'noix', '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 '% noix %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Noix - noix - - - 9716 - - - KCA#c906c6893ddeb4160c6962e435a64070 Noix de Cajou - noix de cajou - grillée, non salée - - 4580 - - - CIQ#1d3f653c5638bf26ec0a3dd1b4d5d7f8 Noix de Cajou - noix de cajou - grillée à sec, non salée - - 0 - - - CIQ#ee20370d82207184e6c206ec093b3da6 Noix de Muscade - noix de muscade - - - 0 - - - CIQ#d0b515cab2cb4c1df3d8cac8c21a04a6 Noix de Coco Sèche - noix de coco seche - - - 302 - - - KCA#441a30b2d0145dcf42225dbbb3375c83 Noix de Coco Fraîche - noix de coco fraiche - - - 448 - - - KCA#b779756eb6730378afe5a32890565016 Noix de Veau au Bacon - noix de veau bacon - - - 3 - - - KCA#8fd91c269e5276f02a8363ef6803c0ab Noix de Saint-jacques - noix de saint jacque - grillées aux agrumes - - 209 - - - KCA#9addb22675d34eb2fdcb5caead6326ec Flan à la Noix de Coco - flan noix de coco - - - 363 - - - KCA#0652101a3b6451427cd959e6bec6cb65 Barre à la Noix de Coco - barre noix de coco - enrobée de chocolat - - 112 - - - CIQ#4e007846e0fe06a70828b3ec29679819 Tourte à la Noix de Coco - tourte noix de coco - de coco - - 0 - - - KCA#6121e359ac2923702fb168c182d3bf31 Pain aux Noix - pain au noix - - - 1573 - - - KCA#46db2fdf388b270a3d3b260144c5e060 Boisson à la Noix de Coco - boisson noix de coco - nature - - 0 - - - CIQ#bd0c757af8a0e8887260c8de0645af17 Huile de Noix - huile de noix - - - 34 - - - CIQ#9b2b84a42a4fd8da79bf4ee5cc2adadc Tarte aux Noix de Saint-jacques - tarte au noix de saint jacque - - - 0 - - - CIQ#5aef85ffeb8b1a34c20b5f32a12c8ba2 Gâteau aux Noix - gateau au noix - - - 578 - - - KCA#8181007b7c696bcca41d6055d63dfe39 Salade aux Noix - salade au noix - - - 95 - - - KCA#ec74cd73a5ad2e8c35d392cd1be18ad1 Financiers Noix de Coco Ananas - financier noix de coco anana - - - 257 - - - KCA#4aebfb172b7e19062e54d1ff97c7f71d Tartelettes aux Noix de Cajou - tartelette au noix de cajou - de cajou - - 0 - - - KCA#be73e050b0c8b1150a9834976e3b3ee0 Muffins Caramel Noix de Pécan - muffin caramel noix de pecan - - - 42 - - - KCA#cd9097c0bf07e696eb9fc54da68002b0 ---------------------------------------------------- ERROR: no solution for picto in the first solution ----------- result to be analyzed ----------- {'name': 'raisin sec', '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 '% raisin sec %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Raisins Secs - raisin sec - - - 0 - - - KCA#1629eba3d871ec3e0fd5431f9291bf6d Coquilles Saint-jacques aux Raisins Secs et aux Noix - coquille saint jacque au raisin sec au noix - - - 13 - - - KCA#59f9d02f58a7baf98b114e2bee89eb74 Mélange Apéritif de Graines Salées et Raisins Secs - melange aperitif de graine salee raisin sec - - - 407 - - - CIQ#305b0fc1573735058409c9697e0663c8 ---------------------------------------------------- ERROR: no solution for picto in the first solution ----------- result to be analyzed ----------- {'name': 'mozzarella', 'quantity': 'plusieurs boules', '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 '% mozzarella %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Raviolis Frais Mozzarella, Aubergines, Tomates - ravioli frai mozzarella aubergine tomate - - - 106 - - - KCA#d4f4e3a8c39b3ea26608b7b1be1e7382 ---------------------------------------------------- ERROR: no solution for picto in the first solution --------------------------------- final result ----------------------------------- {'prompt': '', 'model': 'mistral-large-2411', 'imagePath': '/home/debian/html/nutritwin/output_llm/68e8e057043e9/capture.jpg', 'intents': ['Identify foods and beverages in an image'], 'solutions': {'nutrition': [{'name': 'Épinard', 'normName': ' epinard ', 'comment': "bouilli/cuit à l'eau", 'normComment': ' bouilli/cuit eau ', 'rank': 0, 'id': 'CIQ#433bdba89f5f8461e9be028dc8a7d006', 'quantity': 'plusieurs feuilles', 'quantityLem': 'plusieur feuille', 'pack': ['LEG.w150'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': '', 'posiNormName': 0}, {'name': 'Pomme de Terre', 'normName': ' pomme de terre ', 'comment': 'égouttée', 'normComment': ' egouttee ', 'rank': 26541, 'id': 'CIQ#bbc0fd1495ed69b7aadd91d1d9b9ae69', 'quantity': 'plusieurs tranches', 'quantityLem': 'plusieur tranche', 'pack': ['PDT.w120'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': '', 'posiNormName': 0}, {'name': 'Noix', 'normName': ' noix ', 'comment': '', 'normComment': '', 'rank': 9716, 'id': 'KCA#c906c6893ddeb4160c6962e435a64070', 'quantity': 'plusieurs', 'quantityLem': 'plusieur', 'pack': ['NUT.w5'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': '', 'posiNormName': 0}, {'name': 'Raisins Secs', 'normName': ' raisin sec ', 'comment': '', 'normComment': '', 'rank': 0, 'id': 'KCA#1629eba3d871ec3e0fd5431f9291bf6d', 'quantity': 'plusieurs', 'quantityLem': 'plusieur', 'pack': ['POG.w25'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': '', 'posiNormName': 0}, {'name': 'Raviolis Frais Mozzarella, Aubergines, Tomates', 'normName': ' ravioli frai mozzarella aubergine tomate ', 'comment': '', 'normComment': '', 'rank': 106, 'id': 'KCA#d4f4e3a8c39b3ea26608b7b1be1e7382', 'quantity': 'plusieurs boules', 'quantityLem': 'plusieur boule', 'pack': ['RAV.w150'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': '', 'posiNormName': 13}], 'activity': [], 'response': {}}, 'cputime': 5.232926607131958} ---------------------------------------------------------------------------------- LLM CPU Time: 5.232926607131958