Input path: /home/debian/html/nutritwin/output_llm/671fefdc8878a/input.json Output path: /home/debian/html/nutritwin/output_llm/671fefdc8878a/output.json Input text: Pain de mie à la rillettes de poulet et pain de mie avec un filet de poulet et une tranche de Cheddar. 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: Pain de mie à la rillettes de poulet et pain de mie avec un filet de poulet et une tranche de Cheddar. ================================================================================================================================== ==================================== Prompt ============================================= Identify in this list of intents: ["Identify food consumption or declaration", "Identify the user physical activity", "Answer a nutrition question", "Other intent"], the intents of the prompt: ###Pain de mie à la rillettes de poulet et pain de mie avec un filet de poulet et une tranche de Cheddar.###. Format the result in JSON format: {intents: []}. ========================================================================================= ------------------------------ LLM Raw response ----------------------------- ```json { "intents": ["Identify food consumption or declaration"] } ``` ----------------------------------------------------------------------------- ----------------- Make it compliant ------------------ ```json { "intents": ["Identify food consumption or declaration"] } ``` ------------------------------------------------------ ------------------------ After simplification ------------------------ { "intents": ["Identify food consumption or declaration"]} ---------------------------------------------------------------------- ==================================== Prompt ============================================= Convert this natural language query : """Pain de mie à la rillettes de poulet et pain de mie avec un filet de poulet et une tranche de Cheddar.""" into an array in JSON of consumed foods and beverages. Provide a solution without explanation. Use only the 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...)."@en; rdfs:comment "Ignore food or beverage when it is not consumed in the past, now or in the future."@en; rdfs:comment "The cooking mode is not in the name. Keep the same language"@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 examples in french: '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. Keep the same language"@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."@en; rdfs:comment "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. """ ========================================================================================= ------------------------------ LLM Raw response ----------------------------- ```json [ { "name": "Pain de mie", "quantity": "", "cooking method": "", "type of food": "food", "time of the day": "", "brand": "", "company": "", "event": "declaration" }, { "name": "Rillettes de poulet", "quantity": "", "cooking method": "", "type of food": "food", "time of the day": "", "brand": "", "company": "", "event": "declaration" }, { "name": "Pain de mie", "quantity": "", "cooking method": "", "type of food": "food", "time of the day": "", "brand": "", "company": "", "event": "declaration" }, { "name": "Filet de poulet", "quantity": "", "cooking method": "", "type of food": "food", "time of the day": "", "brand": "", "company": "", "event": "declaration" }, { "name": "Cheddar", "quantity": "une tranche", "cooking method": "", "type of food": "food", "time of the day": "", "brand": "", "company": "", "event": "declaration" } ] ``` ----------------------------------------------------------------------------- ----------------- Make it compliant ------------------ ```json [ { "name": "Pain de mie", "quantity": "", "cooking method": "", "type of food": "food", "time of the day": "", "brand": "", "company": "", "event": "declaration" }, { "name": "Rillettes de poulet", "quantity": "", "cooking method": "", "type of food": "food", "time of the day": "", "brand": "", "company": "", "event": "declaration" }, { "name": "Pain de mie", "quantity": "", "cooking method": "", "type of food": "food", "time of the day": "", "brand": "", "company": "", "event": "declaration" }, { "name": "Filet de poulet", "quantity": "", "cooking method": "", "type of food": "food", "time of the day": "", "brand": "", "company": "", "event": "declaration" }, { "name": "Cheddar", "quantity": "une tranche", "cooking method": "", "type of food": "food", "time of the day": "", "brand": "", "company": "", "event": "declaration" } ] ``` ------------------------------------------------------ ------------------------ After simplification ------------------------ [ { "name": "Pain de mie", "quantity": "", "cooking method": "", "type of food": "food", "time of the day": "", "brand": "", "company": "", "event": "declaration" }, { "name": "Rillettes de poulet", "quantity": "", "cooking method": "", "type of food": "food", "time of the day": "", "brand": "", "company": "", "event": "declaration" }, { "name": "Pain de mie", "quantity": "", "cooking method": "", "type of food": "food", "time of the day": "", "brand": "", "company": "", "event": "declaration" }, { "name": "Filet de poulet", "quantity": "", "cooking method": "", "type of food": "food", "time of the day": "", "brand": "", "company": "", "event": "declaration" }, { "name": "Cheddar", "quantity": "une tranche", "cooking method": "", "type of food": "food", "time of the day": "", "brand": "", "company": "", "event": "declaration" }] ---------------------------------------------------------------------- --------------------------------- LLM result ----------------------------------- {'response': [{'name': 'Pain de mie', 'quantity': '', 'cooking method': '', 'type of food': 'food', 'time of the day': '', 'brand': '', 'company': '', 'event': 'declaration'}, {'name': 'Rillettes de poulet', 'quantity': '', 'cooking method': '', 'type of food': 'food', 'time of the day': '', 'brand': '', 'company': '', 'event': 'declaration'}, {'name': 'Pain de mie', 'quantity': '', 'cooking method': '', 'type of food': 'food', 'time of the day': '', 'brand': '', 'company': '', 'event': 'declaration'}, {'name': 'Filet de poulet', 'quantity': '', 'cooking method': '', 'type of food': 'food', 'time of the day': '', 'brand': '', 'company': '', 'event': 'declaration'}, {'name': 'Cheddar', 'quantity': 'une tranche', 'cooking method': '', 'type of food': 'food', 'time of the day': '', 'brand': '', 'company': '', 'event': 'declaration'}], 'cost': 0.0} -------------------------------------------------------------------------------- ----------- result to be analyzed ----------- {'name': 'Pain de mie', 'quantity': '', 'cooking method': '', 'type of food': 'food', 'time of the day': '', 'brand': '', 'company': '', '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 '% pain de mie %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Pain de Mie - pain de mie - au son - - 0 - - - CIQ#1f8d06921f1e892824b0f8cef870e840 Pain de Mie - pain de mie - complet - - 7211 - - - CIQ#d93405497d2314d29dbd770c5b956eeb Pain de Mie - pain de mie - courant - - 0 - - - CIQ#667832b5357e637fdb28760b7d6c2d8d Pain de Mie - pain de mie - sans croûte - - 32 - - - CIQ#be3f663945b51703d39413cadc3becab Pain de Mie - pain de mie - multicéréale - - 0 - - - CIQ#1a7f6353f1d198d63d9190f20bf65b94 Pain de Mie BIO - pain de mie bio - - - 573 - - - KCA#de7cb7a29dddd397d84bb63484176775 Pain de Mie Brioché - pain de mie brioche - - - 39 - - - CIQ#43270a90a216c85ab3a94ad1e1b540dc Pain de Mie Complet - pain de mie complet - - - 0 - - - KCA#1f762b65417f3922103fbe02a3d22d58 Pain de Mie Blanc Complet - pain de mie blanc complet - - - 185 - - - KCA#eb6f24aca02b0ede670860dc4e4684bd Sandwich Pain de Mie - sandwich pain de mie - garnitures diverses - - 0 - - - CIQ#8af1bc20920d41ac8b1895bc748ebd00 Sandwich Pain de Mie Complet - sandwich pain de mie complet - jambon, fromage - - 0 - - - CIQ#49b8cf6a14f0f9cfd1f8e4600f5de165 Sandwich Pain de Mie Complet - sandwich pain de mie complet - thon, crudités, mayonnaise - - 0 - - - CIQ#49e46e93f6417859429add73e5ccb6bd Sandwich Pain de Mie Complet - sandwich pain de mie complet - poulet, crudités, mayonnaise - - 0 - - - CIQ#f4eecdeef4880cb180975eb8b0af38bc Sandwich Pain de Mie Complet - sandwich pain de mie complet - jambon, crudités, fromage optionnel - - 0 - - - CIQ#fd8d57dae2cac42db713e068a5372f67 ---------------------------------------------------- ERROR: Wrong quantity: '' ERROR: no solution for picto in the first solution ERROR: Wrong quantity: '' ERROR: no solution for picto in the first solution ERROR: Wrong quantity: '' ERROR: no solution for picto in the first solution ERROR: Wrong quantity: '' ERROR: no solution for picto in the first solution ERROR: Wrong quantity: '' ERROR: no solution for picto in the first solution ----------- result to be analyzed ----------- {'name': 'Rillettes de poulet', 'quantity': '', 'cooking method': '', 'type of food': 'food', 'time of the day': '', 'brand': '', 'company': '', '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 '% rillette de poulet %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Rillettes de Poulet - rillette de poulet - - - 0 - - - CIQ#8f7a29b239b124206b9d2bc62b8bdbdc ---------------------------------------------------- ERROR: Wrong quantity: '' ERROR: no solution for picto in the first solution ----------- result to be analyzed ----------- {'name': 'Pain de mie', 'quantity': '', 'cooking method': '', 'type of food': 'food', 'time of the day': '', 'brand': '', 'company': '', '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 '% pain de mie %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Pain de Mie - pain de mie - au son - - 0 - - - CIQ#1f8d06921f1e892824b0f8cef870e840 Pain de Mie - pain de mie - complet - - 7211 - - - CIQ#d93405497d2314d29dbd770c5b956eeb Pain de Mie - pain de mie - courant - - 0 - - - CIQ#667832b5357e637fdb28760b7d6c2d8d Pain de Mie - pain de mie - sans croûte - - 32 - - - CIQ#be3f663945b51703d39413cadc3becab Pain de Mie - pain de mie - multicéréale - - 0 - - - CIQ#1a7f6353f1d198d63d9190f20bf65b94 Pain de Mie BIO - pain de mie bio - - - 573 - - - KCA#de7cb7a29dddd397d84bb63484176775 Pain de Mie Brioché - pain de mie brioche - - - 39 - - - CIQ#43270a90a216c85ab3a94ad1e1b540dc Pain de Mie Complet - pain de mie complet - - - 0 - - - KCA#1f762b65417f3922103fbe02a3d22d58 Pain de Mie Blanc Complet - pain de mie blanc complet - - - 185 - - - KCA#eb6f24aca02b0ede670860dc4e4684bd Sandwich Pain de Mie - sandwich pain de mie - garnitures diverses - - 0 - - - CIQ#8af1bc20920d41ac8b1895bc748ebd00 Sandwich Pain de Mie Complet - sandwich pain de mie complet - jambon, fromage - - 0 - - - CIQ#49b8cf6a14f0f9cfd1f8e4600f5de165 Sandwich Pain de Mie Complet - sandwich pain de mie complet - thon, crudités, mayonnaise - - 0 - - - CIQ#49e46e93f6417859429add73e5ccb6bd Sandwich Pain de Mie Complet - sandwich pain de mie complet - poulet, crudités, mayonnaise - - 0 - - - CIQ#f4eecdeef4880cb180975eb8b0af38bc Sandwich Pain de Mie Complet - sandwich pain de mie complet - jambon, crudités, fromage optionnel - - 0 - - - CIQ#fd8d57dae2cac42db713e068a5372f67 ---------------------------------------------------- ERROR: Wrong quantity: '' ERROR: no solution for picto in the first solution ERROR: Wrong quantity: '' ERROR: no solution for picto in the first solution ERROR: Wrong quantity: '' ERROR: no solution for picto in the first solution ERROR: Wrong quantity: '' ERROR: no solution for picto in the first solution ERROR: Wrong quantity: '' ERROR: no solution for picto in the first solution ----------- result to be analyzed ----------- {'name': 'Filet de poulet', 'quantity': '', 'cooking method': '', 'type of food': 'food', 'time of the day': '', 'brand': '', 'company': '', '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 '% filet de poulet %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) Second 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_NormAggr LIKE '% filet de poulet %' AND V_NormTrademark LIKE '%%' ------------- Found solution (max 20) -------------- Palla Royale - palla royale - - Casino - 0 - 3222476896056 - 3222476896056 - OFF#e8eafb2fb64a5d8fecf796bd2c5220b0 Palla Royale - palla royale - - Carrefour - 0 - 3245390157232 - 3245390157232 - OFF#d6b91511535875aac4dffa9edafd0fbb Palla Royale - palla royale - - Carrefour - 0 - 3270190026730 - 3245390157232 - OFF#7aacdd65368f86541cbb0a67d22df939 l'Extra Tendre - extra tendre - - Le Gaulois - 0 - 2276746029065 - 2276746029065 - OFF#f6dd9676af1701ae2d4ba572c389a632 l'Extra Tendre - extra tendre - - Le Gaulois - 0 - 2424503034573 - 2276746029065 - OFF#cd607365bd2796b037cb7a2b34ee6adf Poulet au Curry - poulet curry - - Auchan - 0 - 3596710468935 - 3596710468935 - OFF#b6d9df799123be12b11f0415c5f50493 16 Mini Briochés - 16 mini brioche - - Casino - 0 - 3222476616784 - 3222476616784 - OFF#58278e2c56349b016ee3694f9168c61d Le Poulet Chorizo - poulet chorizo - - Monoprix - 0 - 3350033162433 - 3350033162433 - OFF#1557b3ef3841a379e17fc74724e0d1f6 Taboulé au Poulet - taboule poulet - - U - 0 - 3256225718290 - 3256224660095 - OFF#bb702614020564bd38f6e7ae103b1fbc Linguine et Poulet - linguine poulet - - Carrefour - 0 - 3270190214403 - 3270190214403 - OFF#cf9cd16cfc77b9b35596c797e0c98f77 Pasta' Campagnarde - pasta campagnarde - - Carrefour - 0 - 3560070708833 - 3560070708833 - OFF#5a7340eac8c17c86f26e63139f60698c Le Bon Poulet Rôti - bon poulet roti - - Herta - 0 - 7613035922365 - 7613035512528 - OFF#3ffef02e1fe82df4775a6a6dcc1af886 Escalope Bolognaise - escalope bolognaise - - Père Dodu - 0 - 3011250018339 - 3011250018339 - OFF#b48fe5e8c751342c560075ba8bb0e9aa Poulet Curry et Riz - poulet curry riz - - Auchan - 0 - 3596710406784 - 3596710406784 - OFF#29339dc869deca59a9f8d6bc5afaf8bc Chicken Tikka Masala - chicken tikka masala - - Marks & Spencer - 0 - 00809658 - 00809658 - OFF#0614a1d54ded42636aec5a5a90f2db8c Salad American Style - salad american style - - Delhaize - 0 - 5400119518888 - 5400119518888 - OFF#b29d3099d9595ee9f98d427ed8140309 Salade Chicken Caesar - salade chicken caesar - - McDonald's - 0 - 2000000027659 - 2000000027659 - OFF#fe981ee611e9b006fcb0456d5207cb7b Bagel Poulet Crudités - bagel poulet crudite - - Carrefour - 0 - 3560070903207 - 3560070903207 - OFF#5c15173cfcc36665a9c323b78df5bdb7 Riz Basmati et Poulet - riz basmati poulet - - Carrefour - 0 - 3560071005917 - 3560071005917 - OFF#443315627f743b375b1f3584311b1f89 Poulet Rôti Mayonnaise - poulet roti mayonnaise - - Daunat - 0 - 3367651000054 - 3367651000054 - OFF#fc5cf190895ea9eea0b8da86fe002ccd ---------------------------------------------------- ERROR: Wrong quantity: '' ERROR: no solution for picto in the first solution ERROR: Wrong quantity: '' ERROR: no solution for picto in the first solution ERROR: Wrong quantity: '' ERROR: no solution for picto in the first solution ----------- result to be analyzed ----------- {'name': 'Cheddar', 'quantity': 'une tranche', 'cooking method': '', 'type of food': 'food', 'time of the day': '', 'brand': '', 'company': '', '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 '% cheddar %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Cheddar - cheddar - - - 1528 - - - KCA#05bd8cea1d87e1bc22c725111ee7647f ---------------------------------------------------- ERROR: no solution for picto in the first solution --------------------------------- final result ----------------------------------- {'prompt': 'Pain de mie à la rillettes de poulet et pain de mie avec un filet de poulet et une tranche de Cheddar.', 'intents': ['Identify food consumption or declaration'], 'model': 'gpt-4o-2024-05-13', 'solutions': {'nutrition': [{'name': 'Pain de Mie', 'normName': ' pain de mie ', 'comment': 'au son', 'normComment': ' son ', 'rank': 0, 'id': 'CIQ#1f8d06921f1e892824b0f8cef870e840', 'quantity': '', 'quantityLem': '', 'pack': ['TR1.w20'], 'type': '', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': '', 'posiNormName': 0}, {'name': 'Rillettes de Poulet', 'normName': ' rillette de poulet ', 'comment': '', 'normComment': '', 'rank': 0, 'id': 'CIQ#8f7a29b239b124206b9d2bc62b8bdbdc', 'quantity': '', 'quantityLem': '', 'pack': ['TRT.w20'], 'type': '', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': '', 'posiNormName': 0}, {'name': 'Pain de Mie', 'normName': ' pain de mie ', 'comment': 'au son', 'normComment': ' son ', 'rank': 0, 'id': 'CIQ#1f8d06921f1e892824b0f8cef870e840', 'quantity': '', 'quantityLem': '', 'pack': ['TR1.w20'], 'type': '', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': '', 'posiNormName': 0}, {'name': 'Palla Royale', 'normName': ' palla royale ', 'comment': '', 'normComment': '', 'rank': 0, 'id': 'OFF#e8eafb2fb64a5d8fecf796bd2c5220b0', 'quantity': '', 'quantityLem': '', 'pack': ['APL.w250'], 'type': '', 'gtin': '3222476896056', 'gtinRef': '3222476896056', 'brand': 'Casino', 'time': '', 'event': 'declaration', 'serving': '', 'posiNormName': -1}, {'name': 'Cheddar', 'normName': ' cheddar ', 'comment': '', 'normComment': '', 'rank': 1528, 'id': 'KCA#05bd8cea1d87e1bc22c725111ee7647f', 'quantity': 'une tranche', 'quantityLem': '1 tranche', 'pack': ['GRU.w20'], 'type': '', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': '', 'posiNormName': 0}], 'activity': [], 'response': {}}, 'cputime': 4.495164394378662} ---------------------------------------------------------------------------------- LLM CPU Time: 4.495164394378662