Input path: /home/debian/html/nutritwin/output_llm/6683172ccde76/input.json Output path: /home/debian/html/nutritwin/output_llm/6683172ccde76/output.json Input text: Chocolat dinde excellence 85 % 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: Chocolat dinde excellence 85 % ================================================================================================================================== ==================================== 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: ###Chocolat dinde excellence 85 %###. 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 : """Chocolat dinde excellence 85 %""" 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": "Chocolat", "type": "food", "brand": "", "quantity": "", "cookingMethod": "", "timeOfTheDay": "", "event": "unknown" }, { "name": "dinde", "type": "food", "brand": "", "quantity": "", "cookingMethod": "", "timeOfTheDay": "", "event": "unknown" }, { "name": "excellence 85 %", "type": "food", "brand": "", "quantity": "", "cookingMethod": "", "timeOfTheDay": "", "event": "unknown" } ] ``` ----------------------------------------------------------------------------- ----------------- Make it compliant ------------------ ```json [ { "name": "Chocolat", "type": "food", "brand": "", "quantity": "", "cookingMethod": "", "timeOfTheDay": "", "event": "unknown" }, { "name": "dinde", "type": "food", "brand": "", "quantity": "", "cookingMethod": "", "timeOfTheDay": "", "event": "unknown" }, { "name": "excellence 85 %", "type": "food", "brand": "", "quantity": "", "cookingMethod": "", "timeOfTheDay": "", "event": "unknown" } ] ``` ------------------------------------------------------ ------------------------ After simplification ------------------------ [ { "name": "Chocolat", "type": "food", "brand": "", "quantity": "", "cookingMethod": "", "timeOfTheDay": "", "event": "unknown" }, { "name": "dinde", "type": "food", "brand": "", "quantity": "", "cookingMethod": "", "timeOfTheDay": "", "event": "unknown" }, { "name": "excellence 85 %", "type": "food", "brand": "", "quantity": "", "cookingMethod": "", "timeOfTheDay": "", "event": "unknown" }] ---------------------------------------------------------------------- --------------------------------- LLM result ----------------------------------- {'response': [{'name': 'Chocolat', 'type': 'food', 'brand': '', 'quantity': '', 'cookingMethod': '', 'timeOfTheDay': '', 'event': 'unknown'}, {'name': 'dinde', 'type': 'food', 'brand': '', 'quantity': '', 'cookingMethod': '', 'timeOfTheDay': '', 'event': 'unknown'}, {'name': 'excellence 85 %', 'type': 'food', 'brand': '', 'quantity': '', 'cookingMethod': '', 'timeOfTheDay': '', 'event': 'unknown'}], 'cost': 0.0} -------------------------------------------------------------------------------- ----------- result to be analyzed ----------- {'name': 'Chocolat', 'type': 'food', 'brand': '', 'quantity': '', 'cookingMethod': '', 'timeOfTheDay': '', 'event': 'unknown'} 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 '% chocolat %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Chocolat - chocolat - en tablette, aliment moyen - - 0 - - - CIQ#ce78d6e2da46a5b975cfe742e849374c Chocolat au Lait - chocolat lait - - - 17100 - - - KCA#7a8849f6f600e38254b01cd2dcb2e2eb Chocolat à l'Eau - chocolat eau - - - 853 - - - KCA#31815811896ede162223a8bb59e9dc11 Chocolat au Lait - chocolat lait - tablette - - 0 - - - CIQ#0c766e8e90e26098e79738866cacd819 Chocolat au Lait - chocolat lait - aux Céréales croustillantes - - 2056 - - - KCA#f5d4edabe0f965da0f72bcc4c5dfb4c2 Chocolat Liégeois - chocolat liegeoi - - - 116 - - - KCA#3a4aab213a2571bd6870873db5260b98 Chocolat en Poudre - chocolat en poudre - - - 624 - - - KCA#cff72918732e66361d144848bd6d76cd Chocolat en Poudre - chocolat en poudre - et lait demi écrémé - - 9752 - - - KCA#04fe986b8c7c6d36b63cbd16492b7712 Chocolat Noir à Croquer - chocolat noir croquer - - - 18834 - - - KCA#9b500c08695e76b67b18e2fa08773333 Chocolat Noir Noisettes - chocolat noir noisette - - - 1875 - - - KCA#49fc5b19d990e357f20d1160e7d62f54 Chocolat Noir Dégustation - chocolat noir degustation - 70% Cacao - - 7359 - - - KCA#0268c0bb7380b1456496d668269e3ff4 Chocolat Noir Dégustation - chocolat noir degustation - 70% Cacao sans sucre ajouté - - 1221 - - - KCA#34b04a8e141eece15dc24eb779ae71ef Chocolat Noir aux Fruits Secs - chocolat noir au fruit sec - noisettes, amandes, raisins, praline, tablette - - 0 - - - CIQ#2ebd03c0dd9aab3bfb07ac8958b5239c Chocolat Noir à 70% Cacao Minimum - chocolat noir 70% cacao minimum - extra, dégustation, tablette - - 0 - - - CIQ#fece0a5a54ed327de64a617f20b78b6c Chocolat Noir sans Sucres Ajoutés - chocolat noir san sucre ajoute - avec édulcorants, en tablette - - 0 - - - CIQ#3cece312c84cb7ddd4bcc80edf31a153 Chocolat au Lait sans Sucres Ajoutés - chocolat lait san sucre ajoute - avec édulcorants, tablette - - 0 - - - CIQ#09bc5fef8a8b1113265bb2a0ddc95b2f Pain au Chocolat - pain chocolat - - - 8865 - - - CIQ#aa621dd97d922a7b28ca0ee09aed7449 Pain au Chocolat Feuilleté - pain chocolat feuillete - artisanal - - 0 - - - CIQ#bd38d8f7658a11f0a504009aaaa44ead Crème au Chocolat - creme chocolat - - - 210 - - - KCA#bcc59e88e7d8f6babecc21c8b7e622aa Sauce au Chocolat - sauce chocolat - - - 0 - - - CIQ#499da9cecdcb14e8c3264dd25833827c ---------------------------------------------------- ERROR: Wrong quantity: '' ERROR: no solution for picto in the first solution ----------- result to be analyzed ----------- {'name': 'dinde', 'type': 'food', 'brand': '', 'quantity': '', 'cookingMethod': '', 'timeOfTheDay': '', 'event': 'unknown'} 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 '% dinde %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Dinde - dinde - escalope, sautée/poêlée - - 0 - - - CIQ#7321d27dc4ff7ba64f51d060acf69ca7 Dinde - dinde - viande, rôtie/cuite au four - - 0 - - - CIQ#5103f081d598c13c039ba9c4a95d29a7 Dinde - dinde - escalope, rôtie/cuite au four - - 20 - - - CIQ#7d712b7ed336215cc56ee64540d3105a Dinde - dinde - escalope viennoise ou milanaise ou escalope panée - - 0 - - - CIQ#0b2873efd1207003cc6ae38c5552d6c3 Dinde Rôtie - dinde rotie - - - 485 - - - KCA#a48f602dade6e9daa93e506bddef8ce8 Dinde Farcie aux Marrons - dinde farcie au marron - - - 28 - - - KCA#d3e6d8416d1f5223cd4cce8df148b548 Oeuf de Dinde - oeuf de dinde - cru - - 0 - - - CIQ#79ebef99b59f75daee6604bde74b66a5 Haché de Dinde - hache de dinde - - - 37 - - - KCA#49e0f3a5cb2c4cf77b33171271a7be80 Jambon de Dinde ou Blanc de Dinde en Tranche - jambon de dinde ou blanc de dinde en tranche - - - 0 - - - CIQ#303f23bfcaa5624993d2b8022e2fd0d4 Graisse de Dinde - graisse de dinde - - - 0 - - - CIQ#127e45175361ef5a05147d7b80833c3f Escalope de Dinde Crue - escalope de dinde crue - - - 378 - - - KCA#2a0c210ccb93160617d9f28e34d441dc Escalope de Dinde Sautée - escalope de dinde sautee - - - 1075 - - - KCA#eef2a09a0abaf439ab83f183b1381a20 Croques Jambon de Dinde - croque jambon de dinde - - - 14 - - - KCA#de2fbc8c4ebc7ba5b6892d1be425cab5 ---------------------------------------------------- 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': 'excellence 85 %', 'type': 'food', 'brand': '', 'quantity': '', 'cookingMethod': '', 'timeOfTheDay': '', 'event': 'unknown'} 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 '% excellence 85 %' 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 '% excellence 85 %' AND V_NormTrademark LIKE '%%' ------------------------------------------- ------ERROR-------------------------------- No solution for query: 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 '% excellence 85 %' AND V_NormTrademark LIKE '%%' ------------------------------------------- ------------------------------------------- --------------------------------- final result ----------------------------------- {'prompt': 'Chocolat dinde excellence 85 %', 'intents': ['Identify food consumption or declaration'], 'model': 'gpt-4o-2024-05-13', 'solutions': {'nutrition': [{'name': 'Chocolat', 'normName': ' chocolat ', 'comment': 'en tablette, aliment moyen', 'normComment': ' en tablette aliment moyen ', 'rank': 0, 'id': 'CIQ#ce78d6e2da46a5b975cfe742e849374c', 'quantity': '', 'quantityLem': '', 'pack': ['CHO.w5'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'unknown', 'serving': '', 'posiNormName': 0}, {'name': 'Dinde', 'normName': ' dinde ', 'comment': 'escalope, sautée/poêlée', 'normComment': ' escalope sautee/poelee ', 'rank': 0, 'id': 'CIQ#7321d27dc4ff7ba64f51d060acf69ca7', 'quantity': '', 'quantityLem': '', 'pack': ['ESC.w180', 'ES3.w230', 'ES2.w100'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'unknown', 'serving': '', 'posiNormName': 0}], 'activity': [], 'response': {}}, 'cputime': 6.311485528945923} ---------------------------------------------------------------------------------- LLM CPU Time: 6.311485528945923