Input path: /home/debian/html/nutritwin/output_llm/6721c89d907ab/input.json
Output path: /home/debian/html/nutritwin/output_llm/6721c89d907ab/output.json
Input text: J'ai mangé 50 g de pain avec de la confiture et du beurre.
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: J'ai mangé 50 g de pain avec de la confiture et du beurre.
==================================================================================================================================
==================================== 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: ###J'ai mangé 50 g de pain avec de la confiture et du beurre.###.
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 : """J'ai mangé 50 g de pain avec de la confiture et du beurre.""" 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": "pain",
"quantity": "50 g",
"type": "food",
"event": "declaration"
},
{
"name": "confiture",
"type": "food",
"event": "declaration"
},
{
"name": "beurre",
"type": "food",
"event": "declaration"
}
]
```
-----------------------------------------------------------------------------
----------------- Make it compliant ------------------
```json
[
{
"name": "pain",
"quantity": "50 g",
"type": "food",
"event": "declaration"
},
{
"name": "confiture",
"type": "food",
"event": "declaration"
},
{
"name": "beurre",
"type": "food",
"event": "declaration"
}
]
```
------------------------------------------------------
------------------------ After simplification ------------------------
[ { "name": "pain", "quantity": "50 g", "type": "food", "event": "declaration" }, { "name": "confiture", "type": "food", "event": "declaration" }, { "name": "beurre", "type": "food", "event": "declaration" }]
----------------------------------------------------------------------
--------------------------------- LLM result -----------------------------------
{'response': [{'name': 'pain', 'quantity': '50 g', 'type': 'food', 'event': 'declaration'}, {'name': 'confiture', 'type': 'food', 'event': 'declaration'}, {'name': 'beurre', 'type': 'food', 'event': 'declaration'}], 'cost': 0.0}
--------------------------------------------------------------------------------
----------- result to be analyzed -----------
{'name': 'pain', 'quantity': '50 g', '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
----------------------------------------------------
ERROR: no solution for picto in the first solution
ERROR: no solution for picto in the first solution
ERROR: no solution for picto in the first solution
ERROR: no solution for picto in the first solution
ERROR: no solution for picto in the first solution
ERROR: no solution for picto in the first solution
ERROR: no solution for picto in the first solution
ERROR: no solution for picto in the first solution
ERROR: no solution for picto in the first solution
----------- result to be analyzed -----------
{'name': 'confiture', '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
----------------------------------------------------
ERROR: Wrong quantity: ''
ERROR: no solution for picto in the first solution
----------- result to be analyzed -----------
{'name': 'beurre', '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 '% beurre %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL)
------------- Found solution (max 20) --------------
Beurre Doux - beurre dou - - - 78338 - - - KCA#70e9c7551c333018468c7d83aa296ffb
Beurre Allégé - beurre allege - - - 951 - - - KCA#e5fa3181212a47a965532c52b5386037
Beurre Demi-sel - beurre demi sel - - - 4320 - - - KCA#35fac54cc4123c12fb12b350abb9b457
Beurre à 80% MG - beurre 80% mg - salé - - 0 - - - CIQ#d5e469e83eef82ff717fa1e221cde650
Beurre à 82% MG - beurre 82% mg - doux - - 0 - - - CIQ#3a7a92623060e0f381d677274ed57211
Beurre à 80% MG - beurre 80% mg - demi-sel - - 0 - - - CIQ#35e38c233cccb53f6cefdd1ec56c4b5c
Beurre à 82% MG - beurre 82% mg - doux, tendre - - 0 - - - CIQ#786b1aab29e436814daeb984092dd932
Beurre à 39-41% MG - beurre 39 41% mg - léger, doux - - 0 - - - CIQ#ff256be25c78202b0129214d377078fb
Beurre à 60-62% MG - beurre 60 62% mg - à teneur réduite en matière grasse, doux - - 0 - - - CIQ#73ce45af94ffc409f4861c7199a2763b
Beurre à 60-62% MG - beurre 60 62% mg - à teneur réduite en matière grasse, demi-sel - - 0 - - - CIQ#66500be73ce80bda379e9a7f7301e55e
Beurre ou Assimilé Allégé - beurre ou assimile allege - léger ou à teneur reduite en matière grasse, doux, aliment moyen - - 0 - - - CIQ#39265899332bfa2f5a199208dbbcc2e4
Beurre Léger 39-41% MG Doux - beurre leger 39 41% mg dou - - - 148 - - - KCA#3c9a43dcdff911e58d4868ccce7295f5
Beurre Léger 39-41% MG Demi-sel - beurre leger 39 41% mg demi sel - - - 652 - - - KCA#1379376ecc87973b7f43402c587fe353
Beurre à Teneur en Matière Grasse Inconnue - beurre teneur en matiere grasse inconnue - allégé ou non, demi-sel, aliment moyen - - 0 - - - CIQ#b13b44b9cead6168da8f188d7acc178b
Beurre ou Assimilé à Teneur en Matière Grasse Inconnue - beurre ou assimile teneur en matiere grasse inconnue - doux, aliment moyen - - 0 - - - CIQ#4b726ca38cd9d14e2956083e7e442827
Raie au Beurre Noir - raie beurre noir - - - 78 - - - KCA#89fb07f55a25aa8cbb884e6ce5baa12c
Crème au Beurre - creme beurre - - - 43 - - - KCA#8239042903c3d4e3b577b2c276b39ee8
Crêpe Beurre Sucre - crepe beurre sucre - - - 1261 - - - KCA#adf06f3567a044e35baea32b960ad4dc
Petit Beurre Industriel - petit beurre industriel - - - 41 - - - KCA#99d8a990698f19e6a4feca4736bb7a6c
Haricot Beurre - haricot beurre - bouilli/cuit à l'eau - - 0 - - - CIQ#114be26033d424582a109fd9eea38878
----------------------------------------------------
ERROR: Wrong quantity: ''
ERROR: no solution for picto in the first solution
--------------------------------- final result -----------------------------------
{'prompt': "J'ai mangé 50 g de pain avec de la confiture et du beurre.", 'intents': ['Identify food consumption or declaration'], 'model': 'gpt-4o-2024-05-13', 'solutions': {'nutrition': [{'name': 'Pain', 'normName': ' pain ', 'comment': '', 'normComment': '', 'rank': 261532, 'id': 'CIQ#78316c0b820d8f80c640c9d0bc741c50', 'quantity': '50 g', 'quantityLem': '50 g', 'pack': ['PAI.w60', 'BAG.w60', 'TPA.w30'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': '', 'posiNormName': 0}, {'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': '', 'quantityLem': '', 'pack': ['CCL.w6', 'CSL.w20'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': '', 'posiNormName': 0}, {'name': 'Beurre Doux', 'normName': ' beurre dou ', 'comment': '', 'normComment': '', 'rank': 78338, 'id': 'KCA#70e9c7551c333018468c7d83aa296ffb', 'quantity': '', 'quantityLem': '', 'pack': ['NOI.w10', 'BEU.w15'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': '', 'posiNormName': 0}], 'activity': [], 'response': {}}, 'cputime': 2.016554117202759}
----------------------------------------------------------------------------------
LLM CPU Time: 2.016554117202759