Input path: /home/debian/html/nutritwin/output_llm/67547ec6076db/input.json Output path: /home/debian/html/nutritwin/output_llm/67547ec6076db/output.json Input text: Des marrons deux marrons un morceau de gruyère une tranche de pain. 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: Des marrons deux marrons un morceau de gruyère une tranche de pain. ================================================================================================================================== ==================================== Prompt ============================================= Identify in this list of intents: ["Identify food and beverage consumption or declaration", "Identify the user physical activity", "Answer a nutrition question", "Other intent"], the intents of the prompt: ###Des marrons deux marrons un morceau de gruyère une tranche de pain.###. Format the result in JSON format: {"intents": []}. ========================================================================================= ------------------------------ LLM Raw response ----------------------------- {"intents": ["Identify food and beverage consumption or declaration"]} ----------------------------------------------------------------------------- ----------------- Make it compliant ------------------ {"intents": ["Identify food and beverage consumption or declaration"]} ------------------------------------------------------ ERROR: wrong object representation: {'intents': ['Identify food and beverage consumption or declaration']} ------------------------ After simplification ------------------------ { "intents": [ "Identify food and beverage consumption or declaration" ] } ---------------------------------------------------------------------- ==================================== Prompt ============================================= Convert this natural language query : """Des marrons deux marrons un morceau de gruyère une tranche de pain.""" into an array of JSON. Ignore what it is not connected to nutrition, beverage or food. Provide a solution without explanation. Use the following ontology and only this 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. The name is only in french."@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 is only in french. Here are examples: '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. The cooking method is in french."@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. 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. """ Here is an example of result: [ { "name": "blanquette de veau", "quantity": "un plat", "cookingMethod": "mijot\u00e9", "timeOfTheDay": "lunch", "company": "Leclerc", "type": "food", "event": "declaration" }, { "name": "eau", "brand": "Evian", "company": "Danone", "timeOfTheDay": "breakfast", "quantity": "un verre", "type": "beverage", "event": "intent" } ] ========================================================================================= ------------------------------ LLM Raw response ----------------------------- [ { "name": "marrons", "quantity": "deux", "type": "food", "event": "declaration" }, { "name": "gruyère", "quantity": "un morceau", "type": "food", "event": "declaration" }, { "name": "pain", "quantity": "une tranche", "type": "food", "event": "declaration" } ] ----------------------------------------------------------------------------- ----------------- Make it compliant ------------------ [ { "name": "marrons", "quantity": "deux", "type": "food", "event": "declaration" }, { "name": "gruyère", "quantity": "un morceau", "type": "food", "event": "declaration" }, { "name": "pain", "quantity": "une tranche", "type": "food", "event": "declaration" } ] ------------------------------------------------------ ------------------------ After simplification ------------------------ [ { "name": "marrons", "quantity": "deux", "type": "food", "event": "declaration" }, { "name": "gruy\u00e8re", "quantity": "un morceau", "type": "food", "event": "declaration" }, { "name": "pain", "quantity": "une tranche", "type": "food", "event": "declaration" } ] ---------------------------------------------------------------------- --------------------------------- LLM result ----------------------------------- {'response': [{'name': 'marrons', 'quantity': 'deux', 'type': 'food', 'event': 'declaration'}, {'name': 'gruyère', 'quantity': 'un morceau', 'type': 'food', 'event': 'declaration'}, {'name': 'pain', 'quantity': 'une tranche', 'type': 'food', 'event': 'declaration'}], 'cost': 0.10937999999999999} -------------------------------------------------------------------------------- ----------- result to be analyzed ----------- {'name': 'marrons', 'quantity': 'deux', '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 '% marron %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Marrons - marron - - - 430 - - - KCA#017507f71a0b416a3cbb929b7f064939 Marrons - marron - purée - - 21 - - - KCA#323a29942c726f2a29c06fa493a99516 Marrons - marron - crème - - 17 - - - KCA#e994190e27447674c96dcddf5cf1706b Marron Glacé - marron glace - - - 452 - - - CIQ#517b2246a4339708a2edea581823a6e6 Marrons Glacés - marron glace - - - 0 - - - KCA#517b2246a4339708a2edea581823a6e6 Marron de Rhubarbe - marron de rhubarbe - - - 2 - - - KCA#05641079b77133465a594ad12a30e514 Marrons à la Lyonnaise - marron lyonnaise - - - 2 - - - KCA#8cfc8445d295a1a8d25c5dddef7b33cd Bûche au Marrons - buche marron - - - 78 - - - KCA#ee2c8fe7efdac305db9ce46660f56dae Purée de Marron - puree de marron - - - 45 - - - KCA#b566ca1956b609eb13eb9abfed8408c3 Crème de Marron Vanillée - creme de marron vanillee - - - 93 - - - KCA#13f1d2c6b03581084d3f9c9e2f7d5f80 Chou Rouge aux Marrons - chou rouge au marron - - - 22 - - - KCA#8e63a93b8367bf737960134e66c7117b Dinde Farcie aux Marrons - dinde farcie au marron - - - 28 - - - KCA#d3e6d8416d1f5223cd4cce8df148b548 Mousse à la Crème de Marrons - mousse creme de marron - - - 12 - - - CIQ#375a47e3bd7c7948199ed19d8f48280f Filet de Mouton aux Marrons - filet de mouton au marron - - - 1 - - - KCA#e9cb51fa3358982ef07a952bf7dd9492 ---------------------------------------------------- ----------- result to be analyzed ----------- {'name': 'gruyère', 'quantity': 'un morceau', '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 '% gruyere %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Gruyère - gruyere - - - 7521 - - - CIQ#d7e39e05c4ee4a769906946413508445 Gruyère Râpé - gruyere rape - - - 7939 - - - KCA#d032470204b47c710c23a5c02e473e76 Gruyère Igp France - gruyere igp france - - - 0 - - - CIQ#a2251fb6591d063e5530ed6abaeaa7a7 Oeufs au Gruyère - oeuf gruyere - - - 25 - - - KCA#f6cb9ec99a098e09f221a093b9aadd85 Salée au Gruyère - salee gruyere - au gruyère - - 0 - - - KCA#ef167b86172b0d1e41bb21a5ed052daa Tarte au Gruyère - tarte gruyere - au gruyère - - 0 - - - KCA#8c5685d741d45bf69ebf27535ec200f1 Tourte au Gruyère - tourte gruyere - au gruyère - - 0 - - - KCA#5eb9a59879d570dffe6bf6c085fb2b6b Croutes au Gruyère - croute gruyere - - - 3 - - - KCA#e6ba8444478468d24d8d27ddbf5b75aa Crème de Gruyère - creme de gruyere - - - 35 - - - KCA#c7551826cc0013fca4072fff660254e7 Escalopes au Gruyère - escalope gruyere - - - 14 - - - KCA#93f26860c5cb1aa23bd465e0ac822370 Salade de Gruyère - salade de gruyere - - - 68 - - - KCA#e2dc1c2130c264d70159c6c8cc8a0cc4 Soufflé de Semoule au Gruyère - souffle de semoule gruyere - au gruyère - - 0 - - - KCA#b461072b24c1ab65dec61a5db2481981 ---------------------------------------------------- ----------- result to be analyzed ----------- {'name': 'pain', 'quantity': 'une tranche', '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 '% pain %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Pain - pain - - - 261532 - - - CIQ#78316c0b820d8f80c640c9d0bc741c50 Pain - pain - sans gluten - - 29 - - - CIQ#9d6a800b4a9dbe9504fb68b26057ad7b Pain - pain - baguette, courante - - 0 - - - CIQ#c92016dc98d790db0bc7c949d601f5c2 Pain - pain - baguette ou boule, au levain - - 0 - - - CIQ#4b65f0348cbdd1f29daadea789369616 Pain - pain - baguette ou boule, de campagne - - 0 - - - CIQ#665da1982ec8e7e74501d57dc7e111b8 Pain - pain - baguette, de tradition française - - 0 - - - CIQ#e5e8a2a86b1a95d66e26a64c18c0b520 Pain - pain - baguette ou boule, bis, à la farine T80 ou T110 - - 0 - - - CIQ#233b9a74f0cc423be7b3fe6fa040567b Pain - pain - baguette ou boule, bio, à la farine T55 jusqu'à T110 - - 0 - - - CIQ#91fae3ae1c9b87dd0039d7caa03a7d72 Pain - pain - baguette ou boule, aux céréales et graines, artisanal - - 0 - - - CIQ#5fed24621fe6dde995398f020bf84d7d Pain Bis - pain bi - - - 77 - - - KCA#0d04d397f5620b8618c8972be2ce29a7 Pain Pita - pain pita - - - 951 - - - KCA#0a6b29619370c1e5c09e5ec16992feed Pain Azyme - pain azyme - - - 1038 - - - KCA#90d292248257ebd4aba91b7e0f6f67d7 Pain Perdu - pain perdu - - - 783 - - - CIQ#67427fe34e70bfc99fd131b16908c1ee Pain de Son - pain de son - - - 302 - - - KCA#3ccdb3c87985b4f83e1354ee3a2cebfd Pain au Son - pain son - - - 0 - - - CIQ#825cc00fe7ac81ed34e142fde0f6ddf4 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 Grillé - pain grille - domestique - - 0 - - - CIQ#f4bc68c618fb825e526db4034e88b66a Pain de Mie - pain de mie - sans croûte - - 32 - - - CIQ#be3f663945b51703d39413cadc3becab ---------------------------------------------------- --------------------------------- final result ----------------------------------- {'prompt': 'Des marrons deux marrons un morceau de gruyère une tranche de pain.', 'model': 'mistral-large-2411', 'imagePath': '', 'intents': ['Identify food and beverage consumption or declaration'], 'solutions': {'nutrition': [{'name': 'Marrons', 'normName': ' marron ', 'comment': '', 'normComment': '', 'rank': 430, 'id': 'KCA#017507f71a0b416a3cbb929b7f064939', 'quantity': 'deux', 'quantityLem': '2', 'pack': ['UNI.w15'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': 'UNI-200', 'posiNormName': 0}, {'name': 'Gruyère', 'normName': ' gruyere ', 'comment': '', 'normComment': '', 'rank': 7521, 'id': 'CIQ#d7e39e05c4ee4a769906946413508445', 'quantity': 'un morceau', 'quantityLem': '1 morceau', 'pack': ['GRU.w20'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': 'GRU-100', 'posiNormName': 0}, {'name': 'Pain', 'normName': ' pain ', 'comment': '', 'normComment': '', 'rank': 261532, 'id': 'CIQ#78316c0b820d8f80c640c9d0bc741c50', 'quantity': 'une tranche', 'quantityLem': '1 tranche', 'pack': ['PAI.w60', 'BAG.w60', 'TPA.w30'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': 'TPA-100', 'posiNormName': 0}], 'activity': [], 'response': {}}, 'cputime': 3.3384928703308105} ---------------------------------------------------------------------------------- LLM CPU Time: 3.3384928703308105