Input path: /home/debian/html/nutritwin/output_llm/68d7bd602aeb9/input.json Output path: /home/debian/html/nutritwin/output_llm/68d7bd602aeb9/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/68d7bd602aeb9/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": "chou", "quantity": "plusieurs morceaux", "type": "food", "event": "declaration" }, { "name": "poire", "quantity": "plusieurs morceaux", "type": "food", "event": "declaration" }, { "name": "raisin", "quantity": "quelques", "type": "food", "event": "declaration" }, { "name": "noix", "quantity": "quelques", "type": "food", "event": "declaration" } ] ----------------------------------------------------------------------------- ----------------- Make it compliant ------------------ [ { "name": "chou", "quantity": "plusieurs morceaux", "type": "food", "event": "declaration" }, { "name": "poire", "quantity": "plusieurs morceaux", "type": "food", "event": "declaration" }, { "name": "raisin", "quantity": "quelques", "type": "food", "event": "declaration" }, { "name": "noix", "quantity": "quelques", "type": "food", "event": "declaration" } ] ------------------------------------------------------ ------------------------ After simplification ------------------------ [ { "name": "chou", "quantity": "plusieurs morceaux", "type": "food", "event": "declaration" }, { "name": "poire", "quantity": "plusieurs morceaux", "type": "food", "event": "declaration" }, { "name": "raisin", "quantity": "quelques", "type": "food", "event": "declaration" }, { "name": "noix", "quantity": "quelques", "type": "food", "event": "declaration" } ] ---------------------------------------------------------------------- --------------------------------- LLM result ----------------------------------- {'response': [{'name': 'chou', 'quantity': 'plusieurs morceaux', 'type': 'food', 'event': 'declaration'}, {'name': 'poire', 'quantity': 'plusieurs morceaux', 'type': 'food', 'event': 'declaration'}, {'name': 'raisin', 'quantity': 'quelques', 'type': 'food', 'event': 'declaration'}, {'name': 'noix', 'quantity': 'quelques', 'type': 'food', 'event': 'declaration'}], 'cost': 0.0} -------------------------------------------------------------------------------- ----------- result to be analyzed ----------- {'name': 'chou', 'quantity': 'plusieurs morceaux', '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 '% chou %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Chou - chou - - - 1970 - - - KCA#03da66f29a5aea409ea105a6a4386e78 Chou Rave - chou rave - - - 103 - - - KCA#75430346e5e968fabfee5d67cd45cddb Chou Vert - chou vert - bouilli/cuit à l'eau - - 0 - - - CIQ#8aee06bbcaa6a4df75270badb4dda101 Chou Farci - chou farci - - - 176 - - - CIQ#abf6ea40870be038443e4d6e9f1579f2 Chou-navet - chou navet - - - 64 - - - KCA#b7c36ac90370feadcfbd39a7e373fa30 Chou-fleur - chou fleur - - - 9 - - - CIQ#88e63d79d60e39c330f0ed53344f66df Chou Rouge - chou rouge - cru - - 0 - - - CIQ#ce997e323d5ff578499c2a6c7dae7041 Chou-fleur - chou fleur - cru - - 0 - - - CIQ#19db0aff6123dbd60d541a92ea6ed583 Chou Blanc - chou blanc - cru - - 0 - - - CIQ#d9c52e561752756179a39fb42d93a88e Chou-fleur - chou fleur - surgelé - - 0 - - - CIQ#eeb4f4cff202d35512b4ad669dc416b8 Chou-fleur - chou fleur - à la vapeur - - 0 - - - CIQ#7634cc585b207ea9d9b22baccd3221f5 Chou Rouge - chou rouge - à l'étouffée - - 0 - - - CIQ#3971b01366ea0eac5342494f93ac6cff Chou Blanc - chou blanc - bouilli/cuit à l'eau - - 0 - - - CIQ#18cc6fcd0bdc80e229a2e4bf85b02d13 Chou Blanc Cru - chou blanc cru - - - 865 - - - KCA#f191ec6d51484077b8a9da9bc8deac5f Chou Fleur Cru - chou fleur cru - - - 496 - - - KCA#aee6ffb971891d375f4736d506118592 Chou au Boudin - chou boudin - - - 5 - - - KCA#1fc8092fa8e9a951e3f910ce899893ba Chou Fleur Cuit - chou fleur cuit - - - 3659 - - - KCA#a330e8679991465541c78ff87eafccc1 Chou à l'Étouffée - chou etouffee - - - 44 - - - KCA#ab2acd95784534da9633ad06f0a8d968 Chou de Bruxelles - chou de bruxelle - bouilli/cuit à l'eau - - 0 - - - CIQ#8a8fc9eb2754ec56d027c7f6182d024f Choux de Bruxelles - chou de bruxelle - - - 1678 - - - KCA#b368d7efbce60f6fa04fd92735c6145a ---------------------------------------------------- ERROR: no solution for picto in the first solution ----------- result to be analyzed ----------- {'name': 'poire', 'quantity': 'plusieurs morceaux', '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 '% poire %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Poire - poire - - - 13057 - - - KCA#5ba732f83dcdfc7a2f7724b4b6f47475 Poire au Sirop - poire sirop - - - 163 - - - KCA#4666398a40ef3c8f968eabd3e3b36d2f Poires Glacées - poire glacee - - - 7 - - - KCA#48f74bf386f345fcfc63d7d46bc0b6ed Poires en Dome - poire en dome - - - 1 - - - KCA#2e3cbfe0f0f474a2516bcbd31482851f Poire Williams - poire william - pulpe, crue - - 0 - - - CIQ#821fc8e5303a047e71bc80803acfb4ce Poire Conférence - poire conference - pulpe, crue - - 0 - - - CIQ#769a7e9840a91eeee3cfebd2dbf13548 Poire Belle Hélène - poire belle helene - - - 55 - - - CIQ#4d534891fb7c949245190951f5772801 Poire au Sirop Léger - poire sirop leger - égouttée - - 0 - - - CIQ#619bd248b790aac8fe6fb66bdfd8bcf6 Jus de Poire - ju de poire - - - 187 - - - KCA#71115bfedc68c12d1c795b934a2821ad Jus de Poire et Gingembre - ju de poire gingembre - - - 10 - - - KCA#67fc2dd3e0241342e3d623625e50843a Compote Poire au Citron - compote poire citron - - - 34 - - - KCA#e522988ae225a27aaffdad56fe544dd7 Tarte aux Poires - tarte au poire - aux poires - - 0 - - - KCA#1768d5876d197d444d2303a3b3f2f17a Nectar de Poire - nectar de poire - - - 20 - - - KCA#b7b16e0bf4b2f8d30ecfd5d318bfef6b Steak Dans la Poire - steak dan poire - la poire - - 0 - - - KCA#9469b83779e8c6f8243a8fc4d7ec1033 Jus de Pomme et Poire - ju de pomme poire - - - 78 - - - KCA#02e389018cb8931bba82037f055c9173 Porridge aux Poires Pochées et Myrtilles - porridge au poire pochee myrtille - - - 273 - - - KCA#7811c01dac01085f7e84eceadffdb9b8 Jus de Raisin Noir et Poire - ju de raisin noir poire - - - 1 - - - KCA#df5169d83aaa4341013aefe547c854e0 Cailles et Trévise aux Poires - caille trevise au poire - - - 2 - - - KCA#c07728385a32cc2111931eeb1c34c4c3 Coupe Glacée Parfum Pêche Melba ou Poire Belle-hélène - coupe glacee parfum peche melba ou poire belle helene - - - 0 - - - CIQ#18addaf81f623dec4269d099214f421f ---------------------------------------------------- ERROR: no solution for picto in the first solution ----------- result to be analyzed ----------- {'name': 'raisin', 'quantity': 'quelques', '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 %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Raisin - raisin - sec - - 3301 - - - CIQ#b4259d01a33e32c5013efafd8431d795 Raisins Secs - raisin sec - - - 0 - - - KCA#1629eba3d871ec3e0fd5431f9291bf6d Raisin Blanc - raisin blanc - à gros grain, type Italia ou Dattier, cru - - 0 - - - CIQ#2fdb7b01fab3eb180fcd7f614d97e68f Raisin Chasselas - raisin chassela - cru - - 0 - - - CIQ#540cb502316f69468904e34e0af965e3 Raisin Noir Frais - raisin noir frai - - - 768 - - - KCA#4bf363f94f08fb0f38b13e0bfb2f5857 Raisin Noir Muscat - raisin noir muscat - cru - - 0 - - - CIQ#0cec10f8c2fc25b05d0a26ab7921f852 Pain au Raisin - pain raisin - - - 1786 - - - KCA#553835be3dd8de0a372815e6d0eb7399 Jus de Raisin - ju de raisin - pur jus - - 0 - - - CIQ#17080b63b0236dd627893c70c6cfd9b6 Jus de Raisin - ju de raisin - à base de concentré - - 0 - - - CIQ#4a8a96807435d75264e1ad52cb69dcc2 Tarte au Raisin - tarte raisin - au raisin - - 0 - - - KCA#1cf2c3141d8378920fc495d980ab806e Jus de Raisin Noir et Poire - ju de raisin noir poire - - - 1 - - - KCA#df5169d83aaa4341013aefe547c854e0 Pain aux Raisins - pain au raisin - viennoiserie - - 0 - - - CIQ#9e67ae293093774fb909e93ebebbad70 Faisan aux Raisins - faisan au raisin - - - 1 - - - KCA#bcd92953f110e16e960e1b526d85d99d Pigeons aux Raisins - pigeon au raisin - - - 2 - - - KCA#a6791e0bdaf470d03ed6aa2a6d3e6248 Jus de Kiwi et Raisin Blanc - ju de kiwi raisin blanc - - - 83 - - - KCA#9afe1c1fee0f95f35bb04712f31fb9e8 Pain Avec des Raisins - pain avec de raisin - - - 313 - - - KCA#b3d22a15de728eb6fae5884093730c96 Huile de Pépins de Raisin - huile de pepin de raisin - - - 60 - - - CIQ#a8565e3927893c601646df098f444205 Pain de Seigle aux Raisins - pain de seigle au raisin - - - 267 - - - KCA#713622ef4e191b70a42bdf4313b99401 Foie de Canard aux Raisins - foie de canard au raisin - - - 7 - - - KCA#42f226eb97896c4adca6e90d2fc0f14d Gâteau de Semoule aux Raisins et Caramel - gateau de semoule au raisin caramel - - - 0 - - - CIQ#7600ca98415ad5d02089e76a9cf96f32 ---------------------------------------------------- ERROR: no solution for picto in the first solution ----------- result to be analyzed ----------- {'name': 'noix', 'quantity': 'quelques', '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 --------------------------------- final result ----------------------------------- {'prompt': '', 'model': 'mistral-large-2411', 'imagePath': '/home/debian/html/nutritwin/output_llm/68d7bd602aeb9/capture.jpg', 'intents': ['Identify foods and beverages in an image'], 'solutions': {'nutrition': [{'name': 'Chou', 'normName': ' chou ', 'comment': '', 'normComment': '', 'rank': 1970, 'id': 'KCA#03da66f29a5aea409ea105a6a4386e78', 'quantity': 'plusieurs morceaux', 'quantityLem': 'plusieur morceau', 'pack': ['LEG.w150'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': '', 'posiNormName': 0}, {'name': 'Poire', 'normName': ' poire ', 'comment': '', 'normComment': '', 'rank': 13057, 'id': 'KCA#5ba732f83dcdfc7a2f7724b4b6f47475', 'quantity': 'plusieurs morceaux', 'quantityLem': 'plusieur morceau', 'pack': ['POE.w200'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': '', 'posiNormName': 0}, {'name': 'Raisin', 'normName': ' raisin ', 'comment': 'sec', 'normComment': ' sec ', 'rank': 3301, 'id': 'CIQ#b4259d01a33e32c5013efafd8431d795', 'quantity': 'quelques', 'quantityLem': 'quelque', 'pack': ['POG.w15'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': '', 'posiNormName': 0}, {'name': 'Noix', 'normName': ' noix ', 'comment': '', 'normComment': '', 'rank': 9716, 'id': 'KCA#c906c6893ddeb4160c6962e435a64070', 'quantity': 'quelques', 'quantityLem': 'quelque', 'pack': ['NUT.w5'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': '', 'posiNormName': 0}], 'activity': [], 'response': {}}, 'cputime': 3.6194236278533936} ---------------------------------------------------------------------------------- LLM CPU Time: 3.6194236278533936