Input path: /home/debian/html/nutritwin/output_llm/6712b1f64fdee/input.json Output path: /home/debian/html/nutritwin/output_llm/6712b1f64fdee/output.json Input text: Yaourt au Biffy us et une cuillère de confiture. 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: Yaourt au Biffy us et une cuillère de confiture. ================================================================================================================================== ==================================== 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: ###Yaourt au Biffy us et une cuillère de confiture.###. 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 : """Yaourt au Biffy us et une cuillère de confiture.""" 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": "Yaourt au Bifidus", "quantity": "un", "type": "food", "event": "declaration" }, { "name": "confiture", "quantity": "une cuillère", "type": "food", "event": "declaration" } ] ``` ----------------------------------------------------------------------------- ----------------- Make it compliant ------------------ ```json [ { "name": "Yaourt au Bifidus", "quantity": "un", "type": "food", "event": "declaration" }, { "name": "confiture", "quantity": "une cuillère", "type": "food", "event": "declaration" } ] ``` ------------------------------------------------------ ------------------------ After simplification ------------------------ [ { "name": "Yaourt au Bifidus", "quantity": "un", "type": "food", "event": "declaration" }, { "name": "confiture", "quantity": "une cuillère", "type": "food", "event": "declaration" }] ---------------------------------------------------------------------- --------------------------------- LLM result ----------------------------------- {'response': [{'name': 'Yaourt au Bifidus', 'quantity': 'un', 'type': 'food', 'event': 'declaration'}, {'name': 'confiture', 'quantity': 'une cuillère', 'type': 'food', 'event': 'declaration'}], 'cost': 0.0} -------------------------------------------------------------------------------- ----------- result to be analyzed ----------- {'name': 'Yaourt au Bifidus', 'quantity': 'un', '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 '% yaourt bifidu %' 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 '% yaourt bifidu %' AND V_NormTrademark LIKE '%%' ------------- Found solution (max 20) -------------- B de Yoplait Nature - de yoplait nature - - Yoplait - 0 - 3348261111101 - 3348261111101 - OFF#63684b93727942a609e19c495b64ef92 Activia Bifidus Actiregularis Fusion Fraise Grenade - activia bifidu actiregulari fusion fraise grenade - - Danone - 0 - 5410146416019 - 5410146416019 - OFF#531c30b765f393bba2acf46cf613a487 Yaourt Bifidus Nature - yaourt bifidu nature - - Cora - 0 - 3257980060723 - 3257980060723 - OFF#68607a4724def235f77d72a83a281ef9 Yaourt Bifidus Brassé Nature - yaourt bifidu brasse nature - - Leader Price - 0 - 3263859621018 - 3263859621018 - OFF#fb872a3cd7ff48f5e7bf6253790d3357 Yaourt Bifidus Saveur Vanille - yaourt bifidu saveur vanille - - Leader Price - 0 - 3291330001745 - 3291330001745 - OFF#a14ffee8baf2b2fbf645922ce00848ea Yaourt Bifidus Arôme BIO Citron - yaourt bifidu arome bio citron - - Vrai - 0 - 3273220535417 - 3273220535417 - OFF#4e86dff272989c8a5dbba80c87feedac Yaourt au Bifidus Actiregularis et aux Fruits - yaourt bifidu actiregulari au fruit - - Danone - 0 - 5410146417788 - 5410146417788 - OFF#f84b315abd2239d6aec35c580506ef45 ---------------------------------------------------- ----------- result to be analyzed ----------- {'name': 'confiture', 'quantity': 'une cuillère', '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 '% confiture %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Confiture - confiture - tout type de fruits, allégée en sucres, extra ou classique - - 53737 - - - CIQ#5f4c2ed2915b774d66dc3fdc2c79d576 Confiture Allégée - confiture allegee - - - 4771 - - - KCA#cbcbd871e5c12bc077c91127844d390d Confiture d'Abricot - confiture abricot - - - 2045 - - - KCA#bd7750e2da2d1f03f7823a609548dc4d Confiture de Fraise - confiture de fraise - extra ou classique - - 0 - - - CIQ#41b7efec1a5bddcbc9466fbd067f31bf Confiture d'Abricot - confiture abricot - extra ou classique - - 0 - - - CIQ#7f8af9147bbf56bdfca2fb0975456e74 Confiture de Myrtilles - confiture de myrtille - extra ou classique - - 0 - - - CIQ#6fafaf70d20aef30be6e54d58fe9c169 Confiture ou Marmelade - confiture ou marmelade - tout type de fruits, aliment moyen - - 0 - - - CIQ#527194b244454ffd3017dcaf9dc444fc Confiture ou Marmelade - confiture ou marmelade - tout type de fruits, teneur en sucre inconnue, aliment moyen - - 0 - - - CIQ#434fd1ed6d1ba3c29f3b281690f82147 Beignet à la Confiture - beignet confiture - - - 75 - - - CIQ#0cd55080bb8acc3682b2ca6955d19cfc Barquette à la Confiture - barquette confiture - - - 235 - - - KCA#2f3f3900e6eb51f51bb41804692824c8 Tartine de Confiture - tartine de confiture - de confiture - - 0 - - - KCA#6c5c28a4f42a6ca22e6e6d39dc7c28dc Baguette Beurre Confiture - baguette beurre confiture - - - 5301 - - - KCA#d399b90a645a52039b2f409debeaa686 Tarte Alsacienne à la Confiture - tarte alsacienne confiture - la confiture - - 0 - - - KCA#7b9ea702be358c77c2fbe92bde53ae9d ---------------------------------------------------- --------------------------------- final result ----------------------------------- {'prompt': 'Yaourt au Biffy us et une cuillère de confiture.', 'intents': ['Identify food consumption or declaration'], 'model': 'gpt-4o-2024-05-13', 'solutions': {'nutrition': [{'name': 'B de Yoplait Nature', 'normName': ' de yoplait nature ', 'comment': '', 'normComment': '', 'rank': 0, 'id': 'OFF#63684b93727942a609e19c495b64ef92', 'quantity': 'un', 'quantityLem': '1', 'pack': ['YA2.w125', 'YA9.w125'], 'type': 'food', 'gtin': '3348261111101', 'gtinRef': '3348261111101', 'brand': 'Yoplait', 'time': '', 'event': 'declaration', 'serving': 'YA2-100', 'posiNormName': -1}, {'name': 'Confiture', 'normName': ' confiture ', 'comment': 'tout type de fruits, allégée en sucres, extra ou classique', 'normComment': ' tout type de fruit allegee en sucre extra ou classique ', 'rank': 53737, 'id': 'CIQ#5f4c2ed2915b774d66dc3fdc2c79d576', 'quantity': 'une cuillère', 'quantityLem': '1 cuillere', 'pack': ['CCL.w6', 'CSL.w20'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': 'CCL-100', 'posiNormName': 0}], 'activity': [], 'response': {}}, 'cputime': 2.200369119644165} ---------------------------------------------------------------------------------- LLM CPU Time: 2.200369119644165