Input path: /home/debian/html/nutritwin/output_llm/681367189c173/input.json Output path: /home/debian/html/nutritwin/output_llm/681367189c173/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/681367189c173/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": "frites", "quantity": "plusieurs", "cookingMethod": "frit", "type": "food", "event": "declaration" }, { "name": "poisson pané", "quantity": "deux", "cookingMethod": "frit", "type": "food", "event": "declaration" }, { "name": "salade", "quantity": "une portion", "type": "food", "event": "declaration" }, { "name": "sauce tartare", "quantity": "une portion", "type": "food", "event": "declaration" } ] ----------------------------------------------------------------------------- ----------------- Make it compliant ------------------ [ { "name": "frites", "quantity": "plusieurs", "cookingMethod": "frit", "type": "food", "event": "declaration" }, { "name": "poisson pané", "quantity": "deux", "cookingMethod": "frit", "type": "food", "event": "declaration" }, { "name": "salade", "quantity": "une portion", "type": "food", "event": "declaration" }, { "name": "sauce tartare", "quantity": "une portion", "type": "food", "event": "declaration" } ] ------------------------------------------------------ ------------------------ After simplification ------------------------ [ { "name": "frites", "quantity": "plusieurs", "cookingMethod": "frit", "type": "food", "event": "declaration" }, { "name": "poisson pan\u00e9", "quantity": "deux", "cookingMethod": "frit", "type": "food", "event": "declaration" }, { "name": "salade", "quantity": "une portion", "type": "food", "event": "declaration" }, { "name": "sauce tartare", "quantity": "une portion", "type": "food", "event": "declaration" } ] ---------------------------------------------------------------------- --------------------------------- LLM result ----------------------------------- {'response': [{'name': 'frites', 'quantity': 'plusieurs', 'cookingMethod': 'frit', 'type': 'food', 'event': 'declaration'}, {'name': 'poisson pané', 'quantity': 'deux', 'cookingMethod': 'frit', 'type': 'food', 'event': 'declaration'}, {'name': 'salade', 'quantity': 'une portion', 'type': 'food', 'event': 'declaration'}, {'name': 'sauce tartare', 'quantity': 'une portion', 'type': 'food', 'event': 'declaration'}], 'cost': 0.0} -------------------------------------------------------------------------------- ----------- result to be analyzed ----------- {'name': 'frites', 'quantity': 'plusieurs', 'cookingMethod': 'frit', '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 '% frite %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Frites 'Maison' - frite maison - - - 3422 - - - KCA#6ec1e15ff73bcad3fbd051039b73bfa2 Frites de Pommes de Terre - frite de pomme de terre - surgelées, en friteuse - - 16744 - - - CIQ#0c4d57d24137dff14aa6bf376be13ca2 Frites de Pommes de Terre - frite de pomme de terre - surgelées, rôties/cuites au four - - 0 - - - CIQ#571d6b6d0f633390e25650e96b014751 Frites de Pommes de Terre - frite de pomme de terre - surgelées, préfrites, pour cuisson en friteuse - - 0 - - - CIQ#21ddc69ae4c8625a72bf312be19b18c3 Frites de Pommes de Terre - frite de pomme de terre - surgelées, préfrites, pour cuisson micro-ondes - - 0 - - - CIQ#c18841fb320bbdc344009a2125172a51 Frites de Pommes de Terre - frite de pomme de terre - surgelées, préfrites, pour cuisson rôtie/ au four - - 0 - - - CIQ#2b65d7822d2029d73d7a8cdadd16e13a Frites Surgelées à Cuire au Four - frite surgelee cuire four - - - 152 - - - KCA#794e98f1683c35824e6507d3fe252634 Steak Frites - steak frite - steak frites - - 0 - - - KCA#7b6b2abd661e1054cfba0cf998b2743f Morue Frite à la Toulonnaise - morue frite toulonnaise - - - 16 - - - KCA#bd216e7cd84a2d4d1a581f9eb62190e3 Courgettes Frites - courgette frite - - - 207 - - - KCA#959d0fa787188921ad4497a575b243ab Limande Panée Frite - limande panee frite - - - 107 - - - KCA#2c105974e5192e41d62c0780e57f7604 Pomme de Terre Frites - pomme de terre frite - - - 178 - - - KCA#d9391c743d3aee9e28d0940b17624718 Pomme de Terre Frites Cuites Non Salée - pomme de terre frite cuite non salee - - - 23 - - - KCA#f19fd72e799df4bd4db76e1e319135fd Langoustine, Panée, Frite - langoustine panee frite - - - 7 - - - KCA#f3292cd52902facb04347cf1a7282593 ---------------------------------------------------- ERROR: no solution for picto in the first solution ----------- result to be analyzed ----------- {'name': 'poisson pané', 'quantity': 'deux', 'cookingMethod': 'frit', '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 '% poisson pane %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Poisson Pané - poisson pane - frit - - 0 - - - CIQ#b836c4eb861c9913014e98212145dada Poisson Pané - poisson pane - surgelé, cru - - 0 - - - CIQ#b5799c50e9099da1375c869e95b889fd Poissons Panés - poisson pane - - - 3684 - - - KCA#5127449b4cfb48c96b59ada84cad9a5a ---------------------------------------------------- ERROR: no solution for picto in the first solution ERROR: no solution for picto in the first solution ----------- result to be analyzed ----------- {'name': 'salade', 'quantity': 'une portion', '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 %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Salade Verte - salade verte - avec vinaigrette - - 61586 - - - KCA#4ab5b82c387924b3ce222cda9fdf1f3e Salade Verte - salade verte - sans vinaigrette - - 15302 - - - KCA#ffaecdf2b67b1ae9d2055afa2173c027 Salade Niçoise - salade nicoise - - - 1348 - - - KCA#efe4104c925882c65bd6f6b73fa7d83d Salade de Thon - salade de thon - - - 497 - - - KCA#045576a4e0c108e96a1b52eeba4beadd Salade d'Hiver - salade hiver - - - 78 - - - KCA#5a960774d04f50fe578e463e0f9e2162 Salade Annette - salade annette - - - 41 - - - KCA#79c3168ea2ae726f8a9413652e1e494d Salade Sucrine - salade sucrine - crue - - 0 - - - CIQ#585cc2b31af0e7eb529fdf895528fe05 Salade Toscane - salade toscane - aux Haricots blancs - - 18 - - - KCA#be8ed7a89aed17fdfb40b9281b842da6 Salade au Crabe - salade crabe - - - 146 - - - KCA#49933e7bbe5c7951d1dc36a9f359bb9e Salade aux Noix - salade au noix - - - 95 - - - KCA#ec74cd73a5ad2e8c35d392cd1be18ad1 Salade de Crabe - salade de crabe - - - 41 - - - KCA#5f326d471456f93c0648be1cdc2d972b Salade Bretonne - salade bretonne - - - 24 - - - KCA#f0ec29196404ebd264368d7a3d6ec613 Salade d'Endives - salade endive - - - 3059 - - - KCA#22f49bd5d9db2619011406f0bcce4e4b Salade Mexicaine - salade mexicaine - - - 71 - - - KCA#baefde744d8bd6461d54f675f6d9df8f Salade d'Oranges - salade orange - - - 71 - - - KCA#a7fe61d6cb0d6c12eba4ca95e0f74781 Salade Parmesane - salade parmesane - - - 37 - - - KCA#00d21cf2bcf54f149c3be1e85cc57c86 Salade de Boeufs - salade de boeuf - - - 31 - - - KCA#6e7fef1920807286c41436f9dd80d7cd Salade Savoyarde - salade savoyarde - - - 22 - - - KCA#3f0772f9b75d2e84abb90af05577fa4f Salade Orientale - salade orientale - - - 19 - - - KCA#1357f3188295c40790017dd101179e20 Salade Antiboise - salade antiboise - - - 14 - - - KCA#31b0831c98bae8b9e92f1a2c4b233310 ---------------------------------------------------- ERROR: no solution for picto in the first solution ERROR: no solution for picto in the first solution ----------- result to be analyzed ----------- {'name': 'sauce tartare', 'quantity': 'une portion', '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 '% sauce tartare %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) --> CPU time in DB: 0.1235 seconds Word: Sauce Tartare - dist: 0.35117825865745544 - row: 3755 Word: Sauce pour Tartare - dist: 0.46911996603012085 - row: 21017 Word: Tartare Sauce - dist: 0.4972604811191559 - row: 9191 Word: Sauce Tartare aux Cornichons et aux Câpres - dist: 0.5397677421569824 - row: 21621 Word: Sauce Tartare Végane - dist: 0.545229971408844 - row: 55968 Found embedding word: Sauce Tartare Second try (embedded): 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_Name = 'Sauce Tartare' ------------- Found solution (max 20) -------------- Sauce Tartare - sauce tartare - - U - 0 - 3256220363112 - 3256220363112 - OFF#10b46a91a1c7378a4745f49ce04eeec7 Sauce Tartare - sauce tartare - - Cora - 0 - 3257984410777 - 3257984410777 - OFF#243c97be6676554159a65f2ad5364929 Sauce Tartare - sauce tartare - - Belle France - 0 - 3258561140469 - 3258561140469 - OFF#c2aa649fbe93382510afb8153bae680d Sauce Tartare - sauce tartare - - Leader Price - 0 - 3263850375712 - 3263850375712 - OFF#b1c629540c698501b32c4db79f7bddf4 Sauce Tartare - sauce tartare - - Carrefour - 0 - 3270190178682 - 3270190178682 - OFF#0aa4a36b0ee1df1085910c4f7175491f Sauce Tartare - sauce tartare - - Rochambeau - 0 - 3439495109436 - 3439495109436 - OFF#08e44bff49399596c7533965d712654e Sauce Tartare - sauce tartare - - Metro Chef - 0 - 3439495111781 - 3439495111781 - OFF#99bda06298f4f65f66ad8c4800476c30 Sauce Tartare - sauce tartare - - Auchan - 0 - 3596710241880 - 3596710241880 - OFF#a302b64bbb4247e2f1591ccdd352bdee Sauce Tartare - sauce tartare - - Benedicta - 0 - 3660603003401 - 3660603003401 - OFF#9a4b0c2aa85b812cffddaff618173242 Sauce Tartare - sauce tartare - - Aldi - 0 - 4099200100821 - 4099200100821 - OFF#f49a1fd40344bc2da075bc50641b652d Sauce Tartare - sauce tartare - - Delhaize - 0 - 5400113036807 - 5400113036807 - OFF#0232e1eacade5a16d01244eef6780ae8 Sauce Tartare - sauce tartare - - Weight Watchers - 0 - 5410318494012 - 5410318494012 - OFF#0a71ef4ae8560e161189fad0fab416ec Sauce Tartare - sauce tartare - - Heinz - 0 - 5413226550528 - 5413226550528 - OFF#62c2fc73cb59bd37320e5a411a1f6ee8 Sauce Tartare - sauce tartare - - Nestlé - 0 - 7610100011252 - 7610100011252 - OFF#44a71ed23be1c7a8b1f422101745ee21 Sauce Tartare - sauce tartare - - Leader Price - 0 - 3263850375767 - 3263850375712 - OFF#6fe0ddace39448cd56eba9e8fa37d3f9 Sauce Tartare - sauce tartare - - Carrefour - 0 - 3560070496808 - 3270190178682 - OFF#09653800de874b51b2a1cd1c8c68fe8a Sauce Tartare - sauce tartare - - Carrefour - 0 - 3560070993239 - 3270190178682 - OFF#a3ede26815e5c72968e067b4a7d4999d Sauce Tartare - sauce tartare - - Carrefour - 0 - 5400101152953 - 3270190178682 - OFF#3383aaba001e5f6126e0d3854ffcde1d Sauce Tartare - sauce tartare - - Carrefour - 0 - 3560071036058 - 3270190178682 - OFF#1d9a2e3902d26c143581459302224f53 Sauce Tartare - sauce tartare - - Carrefour - 0 - 3560071193157 - 3270190178682 - OFF#b494ee78644c7337cde617a04eee78f9 ---------------------------------------------------- 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 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 --------------------------------- final result ----------------------------------- {'prompt': '', 'model': 'mistral-large-2411', 'imagePath': '/home/debian/html/nutritwin/output_llm/681367189c173/capture.jpg', 'intents': ['Identify foods and beverages in an image'], 'solutions': {'nutrition': [{'name': "Frites 'Maison'", 'normName': ' frite maison ', 'comment': '', 'normComment': '', 'rank': 3422, 'id': 'KCA#6ec1e15ff73bcad3fbd051039b73bfa2', 'quantity': 'plusieurs', 'quantityLem': 'plusieur', 'pack': ['FRI.w200', 'APL.w200'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': '', 'posiNormName': 0}, {'name': 'Poissons Panés', 'normName': ' poisson pane ', 'comment': '', 'normComment': '', 'rank': 3684, 'id': 'KCA#5127449b4cfb48c96b59ada84cad9a5a', 'quantity': 'deux', 'quantityLem': '2', 'pack': ['PO3.w30'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': 'PO3-200', 'posiNormName': 0}, {'name': 'Salade Verte', 'normName': ' salade verte ', 'comment': 'avec vinaigrette', 'normComment': ' avec vinaigrette ', 'rank': 61586, 'id': 'KCA#4ab5b82c387924b3ce222cda9fdf1f3e', 'quantity': 'une portion', 'quantityLem': '1 portion', 'pack': ['SAL.w170'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': '', 'posiNormName': 0}, {'name': 'Sauce Tartare', 'normName': ' sauce tartare ', 'comment': '', 'normComment': '', 'rank': 0, 'id': 'OFF#10b46a91a1c7378a4745f49ce04eeec7', 'quantity': 'une portion', 'quantityLem': '1 portion', 'pack': ['CSL.w18', 'CCL.w5'], 'type': 'food', 'gtin': '3256220363112', 'gtinRef': '3256220363112', 'brand': 'U', 'time': '', 'event': 'declaration', 'serving': '', 'posiNormName': 0}], 'activity': [], 'response': {}}, 'cputime': 13.08101773262024} ---------------------------------------------------------------------------------- LLM CPU Time: 13.08101773262024