Input path: /home/debian/html/nutritwin/output_llm/66aa94254726f/input.json Output path: /home/debian/html/nutritwin/output_llm/66aa94254726f/output.json Input text: Un tiers de verre de sangria avec trois chips une part de quiche lorraine et une part de salade verte avec de la vinaigrette 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: Un tiers de verre de sangria avec trois chips une part de quiche lorraine et une part de salade verte avec de la vinaigrette ================================================================================================================================== ==================================== 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: ###Un tiers de verre de sangria avec trois chips une part de quiche lorraine et une part de salade verte avec de la vinaigrette###. 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 : """Un tiers de verre de sangria avec trois chips une part de quiche lorraine et une part de salade verte avec de la vinaigrette""" 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 drink identifier, the name should not contain information related to quantity or container (like glass...). The cooking mode is not in the name. When the brand is very well-known (ex: Activia, Coca-Cola), the name is equal to the brand. 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. When the 'brand' is not specified and, the food or beverage is very well-known (like 'Coca-Cola'), provide the brand name in 'brand', otherwise set 'brand' to ''."@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": "sangria", "quantity": "un tiers de verre", "type": "beverage", "event": "declaration" }, { "name": "chips", "quantity": "trois", "type": "food", "event": "declaration" }, { "name": "quiche lorraine", "quantity": "une part", "type": "food", "event": "declaration" }, { "name": "salade verte", "quantity": "une part", "type": "food", "event": "declaration" }, { "name": "vinaigrette", "quantity": "", "type": "food", "event": "declaration" } ] ``` ----------------------------------------------------------------------------- ----------------- Make it compliant ------------------ ```json [ { "name": "sangria", "quantity": "un tiers de verre", "type": "beverage", "event": "declaration" }, { "name": "chips", "quantity": "trois", "type": "food", "event": "declaration" }, { "name": "quiche lorraine", "quantity": "une part", "type": "food", "event": "declaration" }, { "name": "salade verte", "quantity": "une part", "type": "food", "event": "declaration" }, { "name": "vinaigrette", "quantity": "", "type": "food", "event": "declaration" } ] ``` ------------------------------------------------------ ------------------------ After simplification ------------------------ [ { "name": "sangria", "quantity": "un tiers de verre", "type": "beverage", "event": "declaration" }, { "name": "chips", "quantity": "trois", "type": "food", "event": "declaration" }, { "name": "quiche lorraine", "quantity": "une part", "type": "food", "event": "declaration" }, { "name": "salade verte", "quantity": "une part", "type": "food", "event": "declaration" }, { "name": "vinaigrette", "quantity": "", "type": "food", "event": "declaration" }] ---------------------------------------------------------------------- --------------------------------- LLM result ----------------------------------- {'response': [{'name': 'sangria', 'quantity': 'un tiers de verre', 'type': 'beverage', 'event': 'declaration'}, {'name': 'chips', 'quantity': 'trois', 'type': 'food', 'event': 'declaration'}, {'name': 'quiche lorraine', 'quantity': 'une part', 'type': 'food', 'event': 'declaration'}, {'name': 'salade verte', 'quantity': 'une part', 'type': 'food', 'event': 'declaration'}, {'name': 'vinaigrette', 'quantity': '', 'type': 'food', 'event': 'declaration'}], 'cost': 0.0} -------------------------------------------------------------------------------- ----------- result to be analyzed ----------- {'name': 'sangria', 'quantity': 'un tiers de verre', 'type': 'beverage', '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 '% sangria %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Sangria - sangria - - - 0 - - - KCA#df1ec7910dcb7d4ed025364e95f82d10 ---------------------------------------------------- ERROR: no solution for picto in the first solution ----------- result to be analyzed ----------- {'name': 'chips', 'quantity': 'trois', '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 '% chip %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Chips - chip - - - 11692 - - - KCA#ac9229d8a459d621257b07ac77960cf3 Chips de Maïs - chip de mai - - - 231 - - - KCA#a9469c33139c79695a8b4afbb070090f Chips de Légumes - chip de legume - - - 246 - - - KCA#5a6ce99a16d6417aceae1a542b182077 Chips de Crevette - chip de crevette - - - 1 - - - CIQ#a5f0b02c741a004abc8b4dd1d7ba4ebf Chips de Maïs ou Tortilla Chips - chip de mai ou tortilla chip - - - 0 - - - CIQ#33e20a7e32ecbb18a4fa645d8271a66c Chips de Pommes de Terre Nature ou Aromatisées - chip de pomme de terre nature ou aromatisee - standard - - 0 - - - CIQ#338c513206f7f188f4787d650245c513 Chips de Pommes de Terre Nature ou Aromatisées - chip de pomme de terre nature ou aromatisee - à l'ancienne - - 0 - - - CIQ#1bc4f40daa372121e97cddbb0a4ffc88 Chips de Pommes de Terre et Assimilés Nature ou Aromatisées - chip de pomme de terre assimile nature ou aromatisee - allégées en matière grasse - - 0 - - - CIQ#5ccacd4be987cd574e5b4f433d519bc2 Tortilla Chips - tortilla chip - tortilla chips - - 0 - - - KCA#5cc8ced05acc8dcfa0aa432d8017ddcd Pomme de Terre Chips - pomme de terre chip - - - 42 - - - KCA#1deb7b7eab80f8586099ee58a6db9ea2 ---------------------------------------------------- ERROR: no solution for picto in the first solution ----------- result to be analyzed ----------- {'name': 'quiche lorraine', 'quantity': 'une part', '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 '% quiche lorraine %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Quiche Lorraine - quiche lorraine - - - 1665 - - - CIQ#8950efe19268de254f0eb3cae952270f ---------------------------------------------------- ----------- result to be analyzed ----------- {'name': 'salade verte', 'quantity': 'une part', '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 verte %' 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 ---------------------------------------------------- ERROR: no solution for picto in the first solution ERROR: no solution for picto in the first solution ----------- result to be analyzed ----------- {'name': 'vinaigrette', 'quantity': '', '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 '% vinaigrette %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Vinaigrette - vinaigrette - - - 16273 - - - KCA#e4a8d271a13253a076ecb84c590edc45 Vinaigrette au Sésame - vinaigrette sesame - - - 78 - - - KCA#42042e19b8d3b31a68f6ebd0a3670cac Raie à la Vinaigrette - raie vinaigrette - - - 16 - - - KCA#4ca1fb45b968beb65422f8e85881ac50 Crudité Vinaigrette - crudite vinaigrette - aliment moyen - - 3404 - - - KCA#70807618ddd3f6b30e585b929c5f006a Poireaux Vinaigrette - poireau vinaigrette - - - 1011 - - - KCA#7079a39528c94a392c83315b250f3c29 Artichauts à la Vinaigrette - artichaut vinaigrette - - - 84 - - - KCA#6821b9ef7fd9c2b91e6fada84027cbb2 Champignons Vinaigrette - champignon vinaigrette - - - 24 - - - KCA#2b370fdead13ae1b072147efe2939971 Carotte Râpée à la Vinaigrette - carotte rapee vinaigrette - - - 1371 - - - KCA#550aab930f59f61f6d4b015c1f19f2a7 Museau de Porc Vinaigrette - museau de porc vinaigrette - - - 0 - - - CIQ#6d45d5637bfe086a63507f6ce6b9b653 Salade de Tomates Vinaigrette - salade de tomate vinaigrette - - - 6673 - - - KCA#554aa2ce201cd0052f644a5f6dd86568 Museau de Boeuf en Vinaigrette - museau de boeuf en vinaigrette - - - 0 - - - CIQ#8ffeecb67101e712102cde30549c10cd ---------------------------------------------------- ERROR: Wrong quantity: '' ERROR: no solution for picto in the first solution --------------------------------- final result ----------------------------------- {'prompt': 'Un tiers de verre de sangria avec trois chips une part de quiche lorraine et une part de salade verte avec de la vinaigrette', 'intents': ['Identify food consumption or declaration'], 'model': 'gpt-4o-2024-05-13', 'solutions': {'nutrition': [{'name': 'Sangria', 'normName': ' sangria ', 'comment': '', 'normComment': '', 'rank': 0, 'id': 'KCA#df1ec7910dcb7d4ed025364e95f82d10', 'quantity': 'un tiers de verre', 'quantityLem': '1/3 verre', 'pack': ['LDK', 'VAE'], 'type': 'beverage', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': '', 'posiNormName': 0}, {'name': 'Chips', 'normName': ' chip ', 'comment': '', 'normComment': '', 'rank': 11692, 'id': 'KCA#ac9229d8a459d621257b07ac77960cf3', 'quantity': 'trois', 'quantityLem': '3', 'pack': ['CHI.w5', 'SCH.w30'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': '', 'posiNormName': 0}, {'name': 'Quiche Lorraine', 'normName': ' quiche lorraine ', 'comment': '', 'normComment': '', 'rank': 1665, 'id': 'CIQ#8950efe19268de254f0eb3cae952270f', 'quantity': 'une part', 'quantityLem': '1 part', 'pack': ['QUI.w100.p6', 'QU1.w100'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': 'QUI-13', 'posiNormName': 0}, {'name': 'Salade Verte', 'normName': ' salade verte ', 'comment': 'avec vinaigrette', 'normComment': ' avec vinaigrette ', 'rank': 61586, 'id': 'KCA#4ab5b82c387924b3ce222cda9fdf1f3e', 'quantity': 'une part', 'quantityLem': '1 part', 'pack': ['SAL.w170'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': '', 'posiNormName': 0}, {'name': 'Vinaigrette', 'normName': ' vinaigrette ', 'comment': '', 'normComment': '', 'rank': 16273, 'id': 'KCA#e4a8d271a13253a076ecb84c590edc45', 'quantity': '', 'quantityLem': '', 'pack': ['CSL', 'CCL'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': '', 'posiNormName': 0}], 'activity': [], 'response': {}}, 'cputime': 4.942976474761963} ---------------------------------------------------------------------------------- LLM CPU Time: 4.942976474761963