Input path: /home/debian/html/nutritwin/output_llm/68680a35902c6/input.json Output path: /home/debian/html/nutritwin/output_llm/68680a35902c6/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/68680a35902c6/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": "poulet", "quantity": "plusieurs morceaux", "cookingMethod": "grill\u00e9", "type": "food", "event": "declaration" }, { "name": "houmous", "quantity": "une portion", "type": "food", "event": "declaration" }, { "name": "poivron rouge", "quantity": "plusieurs tranches", "type": "food", "event": "declaration" }, { "name": "concombre", "quantity": "plusieurs tranches", "type": "food", "event": "declaration" } ] ----------------------------------------------------------------------------- ----------------- Make it compliant ------------------ [ { "name": "poulet", "quantity": "plusieurs morceaux", "cookingMethod": "grill\u00e9", "type": "food", "event": "declaration" }, { "name": "houmous", "quantity": "une portion", "type": "food", "event": "declaration" }, { "name": "poivron rouge", "quantity": "plusieurs tranches", "type": "food", "event": "declaration" }, { "name": "concombre", "quantity": "plusieurs tranches", "type": "food", "event": "declaration" } ] ------------------------------------------------------ ------------------------ After simplification ------------------------ [ { "name": "poulet", "quantity": "plusieurs morceaux", "cookingMethod": "grill\u00e9", "type": "food", "event": "declaration" }, { "name": "houmous", "quantity": "une portion", "type": "food", "event": "declaration" }, { "name": "poivron rouge", "quantity": "plusieurs tranches", "type": "food", "event": "declaration" }, { "name": "concombre", "quantity": "plusieurs tranches", "type": "food", "event": "declaration" } ] ---------------------------------------------------------------------- --------------------------------- LLM result ----------------------------------- {'response': [{'name': 'poulet', 'quantity': 'plusieurs morceaux', 'cookingMethod': 'grillé', 'type': 'food', 'event': 'declaration'}, {'name': 'houmous', 'quantity': 'une portion', 'type': 'food', 'event': 'declaration'}, {'name': 'poivron rouge', 'quantity': 'plusieurs tranches', 'type': 'food', 'event': 'declaration'}, {'name': 'concombre', 'quantity': 'plusieurs tranches', 'type': 'food', 'event': 'declaration'}], 'cost': 0.0} -------------------------------------------------------------------------------- ----------- result to be analyzed ----------- {'name': 'poulet', 'quantity': 'plusieurs morceaux', 'cookingMethod': 'grillé', '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 '% 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': 'houmous', '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 '% houmou %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) --> CPU time in DB: 0.1287 seconds Word: Houmous - dist: 0.2706526815891266 - row: 3696 Word: Houmous BIO - dist: 0.44603151082992554 - row: 27607 Word: Le Houmous - dist: 0.452287882566452 - row: 34441 Word: Houmous aux Olives - dist: 0.4672086536884308 - row: 34451 Word: Houmous aux Pois Chiches - dist: 0.47785040736198425 - row: 49628 Found embedding word: Houmous 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 = 'Houmous' ------------- Found solution (max 20) -------------- Houmous - houmou - - Carrefour - 0 - 03356639 - 03356639 - OFF#f6b750163e5a60b8acea667d7fd6a72b Houmous - houmou - - Leader Price - 0 - 09436114 - 09436114 - OFF#bad1b984ac1bcf84dba37f4d18fd06c1 Houmous - houmou - - Agrial - 0 - 12802233 - 12802233 - OFF#82a17c956e432f85afc2c6ee00373681 Houmous - houmou - - U - 0 - 3256220269735 - 3256220269735 - OFF#1821bc8c4cc9518f0941bbbdc1e84f4c Houmous - houmou - - Cora - 0 - 3257982267519 - 3257982267519 - OFF#87ff61fe77e5e17f825c246dfbbc7f72 Houmous - houmou - - Franprix - 0 - 3263858771417 - 3263858771417 - OFF#7c4025c788fe60c6528688f1df7a263e Houmous - houmou - - Picard - 0 - 3270160890361 - 3270160890361 - OFF#a4e72b1578fa01329db4d527647b74b1 Houmous - houmou - - Monoprix - 0 - 3350030167516 - 3350030167516 - OFF#8fc27bd063bf800156eaa0aa2537b737 Houmous - houmou - - Bio Village - 0 - 3564707136723 - 3564707136723 - OFF#6a43ad51f44348a46b0e3db59464d81f Houmous - houmou - - Auchan - 0 - 3596710401222 - 3596710401222 - OFF#4f91c3f202e8ace61182bdd512d18c47 Houmous - houmou - - Weight Watchers - 0 - 3663219007863 - 3663219007863 - OFF#cd86bbac902f3ac01f05504bd7185f33 Houmous - houmou - - Naturalia - 0 - 3700036906969 - 3700036906969 - OFF#93749f78553d7a63b18e45492793bc59 Houmous - houmou - - Lidl - 0 - 3760074799695 - 3760074799695 - OFF#a0dfe3a3b20a5d80193c7a6cefbcdd89 Houmous - houmou - - Delhaize - 0 - 5400112347201 - 5400112347201 - OFF#6622d3f2ddf9154ce04f1ee8e5905b61 Houmous - houmou - - Spar - 0 - 5400210067964 - 5400210067964 - OFF#bc9a0863ee65558b0819a61d037dc7ae Houmous - houmou - - Carrefour - 0 - 3560071010522 - 03356639 - OFF#f03b819c5664ddbb0c8cb4f135877d42 Houmous - houmou - - Carrefour - 0 - 3560071239626 - 03356639 - OFF#f6fcc2a4b2683f349493904dc0e7ea4d Houmous - houmou - - Carrefour - 0 - 3560070712304 - 03356639 - OFF#6c2d5e76d23f4838b1e35ffcc63d0da6 Houmous - houmou - - Leader Price - 0 - 3263859731915 - 09436114 - OFF#62e1bef8d29c676bab77a2df04aee720 Houmous - houmou - - U - 0 - 3256220875370 - 3256220269735 - OFF#bd0348b42e1f7de78b6b7a8faafb04b5 ---------------------------------------------------- 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 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': 'poivron rouge', 'quantity': 'plusieurs tranches', '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 '% poivron rouge %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Poivron Rouge - poivron rouge - cru - - 1711 - - - CIQ#95f36fe98d87706b97c9388965ff922c Poivron Rouge - poivron rouge - sauté/poêlé sans matière grasse - - 0 - - - CIQ#5654bc2ff6d0ad36622505b57ff4a314 ---------------------------------------------------- ERROR: no solution for picto in the first solution ERROR: no solution for picto in the first solution ----------- result to be analyzed ----------- {'name': 'concombre', 'quantity': 'plusieurs tranches', '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 '% concombre %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Concombre - concombre - pulpe, cru - - 16258 - - - CIQ#e0ae4bb0663d85c9fd95184b188c1bbe Concombre - concombre - pulpe et peau, cru - - 0 - - - CIQ#e49bcc1f44ade5c2b5ce20434d91194f Concombre au Beurre - concombre beurre - - - 13 - - - KCA#6e97ed5874d2c77e1520d9fb42e8d62a Concombre à la Crème - concombre creme - - - 2209 - - - KCA#9c5af1b10d7e724e7715b8e86365ae35 Maki Concombre - maki concombre - - - 238 - - - KCA#bf5560ccb0565182b8f64b02d6787fc3 Potage aux Concombres - potage au concombre - - - 5 - - - KCA#ef07cd0a66b8834c1e3e4d4a51ed21d2 Tomates aux Concombres - tomate au concombre - aux concombres - - 0 - - - KCA#e68cba16791b098cb72c9fb4d0d49592 ---------------------------------------------------- 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/68680a35902c6/capture.jpg', 'intents': ['Identify foods and beverages in an image'], 'solutions': {'nutrition': [{'name': 'Poulet', 'normName': ' poulet ', 'comment': '', 'normComment': '', 'rank': 8795, 'id': 'KCA#2b8a36538eae9db1a126faeda234fa36', 'quantity': 'plusieurs morceaux', 'quantityLem': 'plusieur morceau', 'pack': ['POU.w100', 'CUI.w200'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': '', 'posiNormName': 0}, {'name': 'Houmous', 'normName': ' houmou ', 'comment': '', 'normComment': '', 'rank': 0, 'id': 'OFF#f6b750163e5a60b8acea667d7fd6a72b', 'quantity': 'une portion', 'quantityLem': '1 portion', 'pack': ['CSL.w18', 'CCL.w5'], 'type': 'food', 'gtin': '03356639', 'gtinRef': '03356639', 'brand': 'Carrefour', 'time': '', 'event': 'declaration', 'serving': '', 'posiNormName': 0}, {'name': 'Poivron Rouge', 'normName': ' poivron rouge ', 'comment': 'cru', 'normComment': ' cru ', 'rank': 1711, 'id': 'CIQ#95f36fe98d87706b97c9388965ff922c', 'quantity': 'plusieurs tranches', 'quantityLem': 'plusieur tranche', 'pack': ['PEE.w150'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': '', 'posiNormName': 0}, {'name': 'Concombre', 'normName': ' concombre ', 'comment': 'pulpe, cru', 'normComment': ' pulpe cru ', 'rank': 16258, 'id': 'CIQ#e0ae4bb0663d85c9fd95184b188c1bbe', 'quantity': 'plusieurs tranches', 'quantityLem': 'plusieur tranche', 'pack': ['CO4.w300'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': '', 'posiNormName': 0}], 'activity': [], 'response': {}}, 'cputime': 3.399482488632202} ---------------------------------------------------------------------------------- LLM CPU Time: 3.399482488632202