Input path: /home/debian/html/nutritwin/output_llm/670392b265803/input.json Output path: /home/debian/html/nutritwin/output_llm/670392b265803/output.json Input text: Ce matin j'ai bu un thé avec deux cuillères à café de sucre roux. 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: Ce matin j'ai bu un thé avec deux cuillères à café de sucre roux. ================================================================================================================================== ==================================== 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: ###Ce matin j'ai bu un thé avec deux cuillères à café de sucre roux.###. 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 : """Ce matin j'ai bu un thé avec deux cuillères à café de sucre roux.""" 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": "thé", "quantity": "un", "type": "beverage", "time of the day": "breakfast", "event": "declaration" }, { "name": "sucre roux", "quantity": "deux cuillères à café", "type": "food", "time of the day": "breakfast", "event": "declaration" } ] ``` ----------------------------------------------------------------------------- ----------------- Make it compliant ------------------ ```json [ { "name": "thé", "quantity": "un", "type": "beverage", "time of the day": "breakfast", "event": "declaration" }, { "name": "sucre roux", "quantity": "deux cuillères à café", "type": "food", "time of the day": "breakfast", "event": "declaration" } ] ``` ------------------------------------------------------ ------------------------ After simplification ------------------------ [ { "name": "thé", "quantity": "un", "type": "beverage", "time of the day": "breakfast", "event": "declaration" }, { "name": "sucre roux", "quantity": "deux cuillères à café", "type": "food", "time of the day": "breakfast", "event": "declaration" }] ---------------------------------------------------------------------- --------------------------------- LLM result ----------------------------------- {'response': [{'name': 'thé', 'quantity': 'un', 'type': 'beverage', 'time of the day': 'breakfast', 'event': 'declaration'}, {'name': 'sucre roux', 'quantity': 'deux cuillères à café', 'type': 'food', 'time of the day': 'breakfast', 'event': 'declaration'}], 'cost': 0.0} -------------------------------------------------------------------------------- ----------- result to be analyzed ----------- {'name': 'thé', 'quantity': 'un', 'type': 'beverage', 'time of the day': 'breakfast', '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 '% the %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Thé Vert - the vert - infusé, non sucré - - 0 - - - CIQ#eac5c73b642ef9eb1db2cafc9d1843ba Thé Noir - the noir - infusé, non sucré - - 0 - - - CIQ#bf75fb01672a7afe76ba5a88645e87ca Thé Infusé - the infuse - non sucré - - 0 - - - CIQ#09bb3cfe071d2337b58db8e32379af6d Thé Oolong - the oolong - infusé, non sucré - - 0 - - - CIQ#dcf2a40c30e0bd1cf9736831ce2f1a07 Thé sans Sucre - the san sucre - sans sucre - - 0 - - - KCA#9de5d7e3a39cb14df7a2014ed9319364 Thé au Lait Sucré - the lait sucre - 1 sucre - - 2799 - - - KCA#f79219b7fdb1e0186da32547f7467cc3 Thé Sucré (1 Sucre) - the sucre - sucré (1 sucre) - - 0 - - - KCA#ce556337e0d9788306e32b24fe0fe081 Thé au Lait sans Sucre - the lait san sucre - sans sucre - - 0 - - - KCA#978c8f4bf945ce13218480e6d937996a Thé à la Menthe sans Sucre - the menthe san sucre - sans sucre - - 0 - - - KCA#d6b018fd859ac0e6ee70bca51b09db90 Sex On The Beach - se on the beach - the beach - - 0 - - - KCA#f07d74af373a5290a216c60de530b430 Boisson au Thé - boisson the - aromatisée, sucrée - - 94 - - - KCA#b6e1f48e249eca1255475b06f7bf38aa Boisson au Thé - boisson the - aromatisée, sucrée - - 0 - - - CIQ#b6e1f48e249eca1255475b06f7bf38aa Boisson au Thé - boisson the - aromatisée, 'light' - - 6 - - - KCA#c1894f128b1446d7f36c0d2f350d199c Boisson au Thé - boisson the - aromatisée, teneur en sucre et édulcorant inconnue, aliment moyen - - 0 - - - CIQ#7deb532133632b6172af215d3ff1ff5b Pruneaux au Thé - pruneau the - - - 6 - - - KCA#8cb9a957c6950b74118bd4b2efeeb2b9 ---------------------------------------------------- ----------- result to be analyzed ----------- {'name': 'sucre roux', 'quantity': 'deux cuillères à café', 'type': 'food', 'time of the day': 'breakfast', '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 '% sucre rou %' 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 '% sucre rou %' AND V_NormTrademark LIKE '%%' ------------- Found solution (max 20) -------------- Sucre Roux de Canne Bioéquitable - sucre rou de canne bioequitable - - Biocoop - 0 - 3760004870777 - 3760004870777 - OFF#2a9c334d75dc39ca251b5123ceb3a1b3 Sucre Roux de Canne en Morceauxcasino - sucre rou de canne en morceauxcasino - - Casino - 0 - 3222476216243 - 3222476216243 - OFF#d4d157427765ac80a5fd583b5c6ecc9e ---------------------------------------------------- ERROR: no solution for picto in the first solution --------------------------------- final result ----------------------------------- {'prompt': "Ce matin j'ai bu un thé avec deux cuillères à café de sucre roux.", 'intents': ['Identify food consumption or declaration'], 'model': 'gpt-4o-2024-05-13', 'solutions': {'nutrition': [{'name': 'Thé Vert', 'normName': ' the vert ', 'comment': 'infusé, non sucré', 'normComment': ' infuse non sucre ', 'rank': 0, 'id': 'CIQ#eac5c73b642ef9eb1db2cafc9d1843ba', 'quantity': 'un', 'quantityLem': '1', 'pack': ['TAC'], 'type': 'beverage', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': 'TAC-100', 'posiNormName': 0}, {'name': 'Sucre Roux de Canne Bioéquitable', 'normName': ' sucre rou de canne bioequitable ', 'comment': '', 'normComment': '', 'rank': 0, 'id': 'OFF#2a9c334d75dc39ca251b5123ceb3a1b3', 'quantity': 'deux cuillères à café', 'quantityLem': '2 cuillere cafe', 'pack': ['FEU.w100'], 'type': 'food', 'gtin': '3760004870777', 'gtinRef': '3760004870777', 'brand': 'Biocoop', 'time': '', 'event': 'declaration', 'serving': '', 'posiNormName': 0}], 'activity': [], 'response': {}}, 'cputime': 2.066894292831421} ---------------------------------------------------------------------------------- LLM CPU Time: 2.066894292831421