Input path: /home/debian/html/nutritwin/output_llm/667b06e6c6d94/input.json
Output path: /home/debian/html/nutritwin/output_llm/667b06e6c6d94/output.json
Input text: Ce matin j'ai mangé une orange et en rentrant du travail j'ai mangé un sandwich au jambon et je suis allé courir 30 minutes dans le parc
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 mangé une orange et en rentrant du travail j'ai mangé un sandwich au jambon et je suis allé courir 30 minutes dans le parc
==================================================================================================================================
==================================== 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 mangé une orange et en rentrant du travail j'ai mangé un sandwich au jambon et je suis allé courir 30 minutes dans le parc###.
Format the result in JSON format: {intents: []}.
=========================================================================================
------------------------------ LLM Raw response -----------------------------
```json
{
"intents": [
"Identify food consumption or declaration",
"Identify the user physical activity"
]
}
```
-----------------------------------------------------------------------------
----------------- Make it compliant ------------------
```json
{
"intents": [
"Identify food consumption or declaration",
"Identify the user physical activity"
]
}
```
------------------------------------------------------
------------------------ After simplification ------------------------
{ "intents": [ "Identify food consumption or declaration", "Identify the user physical activity" ]}
----------------------------------------------------------------------
==================================== Prompt =============================================
Convert this natural language query : """Ce matin j'ai mangé une orange et en rentrant du travail j'ai mangé un sandwich au jambon et je suis allé courir 30 minutes dans le parc""" 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": "orange",
"quantity": "une",
"type": "food",
"timeOfTheDay": "breakfast",
"event": "declaration"
},
{
"name": "sandwich au jambon",
"quantity": "un",
"type": "food",
"timeOfTheDay": "dinner",
"event": "declaration"
}
]
```
-----------------------------------------------------------------------------
----------------- Make it compliant ------------------
```json
[
{
"name": "orange",
"quantity": "une",
"type": "food",
"timeOfTheDay": "breakfast",
"event": "declaration"
},
{
"name": "sandwich au jambon",
"quantity": "un",
"type": "food",
"timeOfTheDay": "dinner",
"event": "declaration"
}
]
```
------------------------------------------------------
------------------------ After simplification ------------------------
[ { "name": "orange", "quantity": "une", "type": "food", "timeOfTheDay": "breakfast", "event": "declaration" }, { "name": "sandwich au jambon", "quantity": "un", "type": "food", "timeOfTheDay": "dinner", "event": "declaration" }]
----------------------------------------------------------------------
--------------------------------- LLM result -----------------------------------
{'response': [{'name': 'orange', 'quantity': 'une', 'type': 'food', 'timeOfTheDay': 'breakfast', 'event': 'declaration'}, {'name': 'sandwich au jambon', 'quantity': 'un', 'type': 'food', 'timeOfTheDay': 'dinner', 'event': 'declaration'}], 'cost': 0.0}
--------------------------------------------------------------------------------
----------- result to be analyzed -----------
{'name': 'orange', 'quantity': 'une', 'type': 'food', 'timeOfTheDay': '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 '% orange %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL)
------------- Found solution (max 20) --------------
Orange - orange - pulpe, crue - - 19789 - - - CIQ#a84ec3c1b9bc46c10b639fa15eeef5f4
Orange Givrée - orange givree - - - 31 - - - KCA#78bd77a68826904b6b891043ddcc9d5a
Orange Pressée - orange pressee - - - 3137 - - - KCA#d951c9057cfe647b69b7f30181322ad1
Jus d'Orange - ju orange - - - 52983 - - - KCA#da7a1f81a8cd82dbbbbbedf56a167258
Jus d'Orange - ju orange - pur jus - - 0 - - - CIQ#a4328be11b7e0fb0c4474532724cf38f
Jus d'Orange - ju orange - à base de concentré - - 0 - - - CIQ#72928c242781a6ee15266175037b3fb8
Jus d'Orange Pasteurisé - ju orange pasteurise - - - 44 - - - KCA#8dc9e7ac955777e77122f7bd97350613
Jus d'Orange et Gingembre - ju orange gingembre - - - 31 - - - KCA#ac517779183d5fdeff117cfe8eb4be98
Jus d'Orange, Mangue et Fraise - ju orange mangue fraise - - - 60 - - - KCA#12cc18043b0813e5110bb808101edc8e
Jus Orange Pamplemousse Pressés - ju orange pamplemousse presse - - - 517 - - - KCA#e606e760b12355e0cc070fbf069b4261
Jus d'Orange, Carotte et Céleri - ju orange carotte celeri - - - 117 - - - KCA#ba4cb33c47a671db82eeaad9ddd5c63e
Jus d'Orange, Gingembre et Ananas - ju orange gingembre anana - - - 6 - - - KCA#e2edd8bdeebd69177ece6caee7f071d8
Jus d'Orange, Carotte et Gingembre - ju orange carotte gingembre - - - 73 - - - KCA#0c209cbc5beac761ddcf7ea316e5b29e
Jus d'Orange, Ananas et Glace au Melon - ju orange anana glace melon - - - 21 - - - KCA#3e4e71456576da23059304f3eba50c9c
Gin Orange - gin orange - - - 11 - - - KCA#69422eafcd803a4841e22ba7a24dbeaf
Vodka Orange - vodka orange - - - 303 - - - KCA#afee6734db3389d9a53ba62d8e345e8e
Tarte à l'Orange - tarte orange - à l'orange - - 0 - - - KCA#8cf553da1e0c3135218833739419ea98
Salade d'Oranges - salade orange - - - 71 - - - KCA#a7fe61d6cb0d6c12eba4ca95e0f74781
Dorade à l'Orange - dorade orange - - - 76 - - - KCA#f37ceb94004879aa0221259fea9ea8bd
Canard à l'Orange - canard orange - - - 33 - - - KCA#42651abfdc29355ec0cf7e410b802f1a
----------------------------------------------------
----------- result to be analyzed -----------
{'name': 'sandwich au jambon', 'quantity': 'un', 'type': 'food', 'timeOfTheDay': 'dinner', '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 '% sandwich jambon %' 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 '% sandwich jambon %' AND V_NormTrademark LIKE '%%'
------------- Found solution (max 20) --------------
Croque Monsieur - croque monsieur - - Starbucks - 0 - 3700365092791 - 3700365092791 - OFF#f680b2833f2d16fdc8fa21bc2f5051f4
Pain Polaire Surprise - pain polaire surprise - - Carrefour - 0 - 3560071067533 - 3560071067533 - OFF#7ba281b28490d1d425d5448caff19ce7
Le Jambon Fumé Comté AOP - jambon fume comte aop - - Monoprix - 0 - 3350033274808 - 3350033274808 - OFF#576130ad3aa43ec111c1e2d5eaf88a05
Jambon Cheddar et Roquette - jambon cheddar roquette - - Monoprix - 0 - 3350033199552 - 3350033199552 - OFF#59768325df841c07684b18e39df6b5e9
Le Petit Viennois Jambon Beurre - petit viennoi jambon beurre - - Monoprix - 0 - 3350033183070 - 3350033183070 - OFF#ac467c1ee45336a8940d95d9e9a8f579
Simple et Bon Complet Jambon Beurre - simple bon complet jambon beurre - - Sodebo - 0 - 3242272861058 - 3242272861058 - OFF#1ed117a739d3bed3cbc7650c4afc49d0
Xxl 3 Jambon Emmental Salade 1 Gratuit - xxl jambon emmental salade gratuit - - Daunat - 0 - 3367651003680 - 3367651003680 - OFF#fdb69ad3194c5dc60dd8e1a3491565f4
Sandwich Maxi Simple Bon Jambon Salade Emmental - sandwich maxi simple bon jambon salade emmental - - Sodebo - 0 - 3242272907251 - 3242272907251 - OFF#4c8d2a7c166b43ad59940dd7062627bf
Le Club Jambon Emmental et Pain de Mie au Blé Malté - club jambon emmental pain de mie ble malte - - Monoprix - 0 - 3350033021150 - 3350033021150 - OFF#b66a66aded20a321501798cb9e068a75
Sandwich Jambon Cuit - sandwich jambon cuit - - Carrefour - 0 - 5400101055797 - 5400101055797 - OFF#1db1ee3db9926e1d54c860f2b05d23c9
Sandwich Jambon Chèvre - sandwich jambon chevre - - Sodebo - 0 - 16958395 - 16958395 - OFF#b0bd0a61822057a02bd645eeaa97cb2a
Sandwich Jambon Beurre - sandwich jambon beurre - - Cora - 0 - 3257981230804 - 3257981230804 - OFF#df2c3ed8f8d4bf5c06d723fc0f53163b
Sandwich Jambon Beurre - sandwich jambon beurre - - Belle France - 0 - 3258561471037 - 3258561471037 - OFF#80691b1d68ad2c2cae779666783f2d77
Sandwich Jambon Beurre - sandwich jambon beurre - - Franprix - 0 - 3263858768714 - 3263858768714 - OFF#1af700d4f0e31f205cebd97609b52591
Sandwich Jambon Beurre - sandwich jambon beurre - - Franprix - 0 - 3263858768721 - 3263858768714 - OFF#810cd55349743dcc3113c6000a8f13df
Sandwich Jambon Cheddar - sandwich jambon cheddar - - Daunat - 0 - 13676513 - 13676513 - OFF#be510678d401cfad6f31279f1b7c5866
Sandwich Jambon Fromage - sandwich jambon fromage - - Marks & Spencer - 0 - 29038305 - 29038305 - OFF#0cd8a35c87512eb3d3739295278be696
Sandwich Jambon Cheddar - sandwich jambon cheddar - - Cora - 0 - 3257985754580 - 3257985754580 - OFF#1813c52e6c3d085aa9bd7e7ffa5b0816
Sandwich Jambon Crudité - sandwich jambon crudite - - Monoprix - 0 - 3350033021167 - 3350033021167 - OFF#d7f7bc914e02a95528ca6754a713c432
Sandwich Jambon Emmental - sandwich jambon emmental - - Les Mousquetaires - 0 - 3250392384364 - 3250392384364 - OFF#afe625c2115a98e4139e3fce4cb16c49
----------------------------------------------------
==================================== Prompt =============================================
Convert this natural language query : """Ce matin j'ai mangé une orange et en rentrant du travail j'ai mangé un sandwich au jambon et je suis allé courir 30 minutes dans le parc""" into an array in JSON of sport or physical activities.
Provide a solution in JSON without explanation.
Use only the ontology described in this Turtle/RDF model:
"""
@prefix activity: .
@prefix rdfs: .
@prefix xsd: .
@prefix owl: .
@prefix prov: .
activity: a owl:Ontology ;
rdfs:comment "Definition of the sport and physical activity archetype"@en .
activity:name a owl:DatatypeProperty;
rdfs:label "name"@en;
rdfs:comment "Sport or physical activity identifier, the name should not contain information related to duration.It is mandatory. Ignore the negative action. Keep the same language"@en;
rdfs:range xsd:string.
activity:duration a owl:DatatypeProperty ;
rdfs:label "duration"@en;
rdfs:comment "t is the time spent to practise the activity or the sport. This duration must be in minute. If the duration is unknown, set duration to 0. A full day of activity is equivalent to a duration of 8 hours. A half day of activity is equivalent to a duration of 4 hours."@en;
rdfs:range xsd:integer.
# Define the enumeration class
activity:EnumActivity a rdfs:Class .
activity:BasketBall a activity:EnumActivity ;
rdfs:label "Basket-ball"@fr .
activity:Cyclisme a activity:EnumActivity ;
rdfs:label "Cyclisme"@fr .
activity:Boxe a activity:EnumActivity ;
rdfs:label "Boxe"@fr .
activity:Danse a activity:EnumActivity ;
rdfs:label "Danse"@fr .
activity:Zumba a activity:EnumActivity ;
rdfs:label "Zumba"@fr .
activity:PlongeeSousMarine a activity:EnumActivity ;
rdfs:label "Plongée sous-marine"@fr .
activity:Escrime a activity:EnumActivity ;
rdfs:label "Escrime"@fr .
activity:Football a activity:EnumActivity ;
rdfs:label "Football"@fr .
activity:Jardinage a activity:EnumActivity ;
rdfs:label "Jardinage"@fr .
activity:Golf a activity:EnumActivity ;
rdfs:label "Golf"@fr .
activity:Gymnastique a activity:EnumActivity ;
rdfs:label "Gymnastique"@fr .
activity:Judo a activity:EnumActivity ;
rdfs:label "Judo"@fr .
activity:Karate a activity:EnumActivity ;
rdfs:label "Karaté"@fr .
activity:CordeASauter a activity:EnumActivity ;
rdfs:label "Corde à sauter"@fr .
activity:RameurDAppartement a activity:EnumActivity ;
rdfs:label "Rameur d'appartement"@fr .
activity:CourseAPied a activity:EnumActivity ;
rdfs:label "Course à pied"@fr .
activity:FaireLAmour a activity:EnumActivity ;
rdfs:label "Faire l'amour"@fr .
activity:SkiDeDescente a activity:EnumActivity ;
rdfs:label "Ski de descente"@fr .
activity:Natation a activity:EnumActivity ;
rdfs:label "Natation"@fr .
activity:Tennis a activity:EnumActivity ;
rdfs:label "Tennis"@fr .
activity:TapisDeCourse a activity:EnumActivity ;
rdfs:label "Tapis de course"@fr .
activity:SkiDeFond a activity:EnumActivity ;
rdfs:label "Ski de fond"@fr .
activity:VeloDAppartement a activity:EnumActivity ;
rdfs:label "Vélo d'appartement"@fr .
activity:Aquabiking a activity:EnumActivity ;
rdfs:label "Aquabiking"@fr .
activity:VeloElliptique a activity:EnumActivity ;
rdfs:label "Vélo elliptique"@fr .
activity:Equitation a activity:EnumActivity ;
rdfs:label "Equitation"@fr .
activity:Escalade a activity:EnumActivity ;
rdfs:label "Escalade"@fr .
activity:PatinsEnLigne a activity:EnumActivity ;
rdfs:label "Patins en ligne"@fr .
activity:TennisDeTable a activity:EnumActivity ;
rdfs:label "Tennis de table"@fr .
activity:Marche a activity:EnumActivity ;
rdfs:label "Marche"@fr .
activity:MarcheAvecUnChien a activity:EnumActivity ;
rdfs:label "Marche avec un chien"@fr .
activity:TachesMenageres a activity:EnumActivity ;
rdfs:label "Tâches ménagères"@fr .
activity:MarcheNordique a activity:EnumActivity ;
rdfs:label "Marche nordique"@fr .
activity:event a owl:DatatypeProperty ;
rdfs:label "event"@en;
rdfs:comment "Event of eating or drinking. Each must have an event"@en;
rdfs:range xsd:string.
activity:intent a activity:event ;
rdfs:label "intent"@en ;
rdfs:comment "When the event should happen"@en.
activity:declaration a activity:event ;
rdfs:label "declaration"@en ;
rdfs:comment "When the event has already occured"@en.
activity:unknownEvent a activity:event ;
rdfs:label "unknown"@en ;
rdfs:comment "When the event is unknown in the day, it is the default value"@en.
activity:enumIntensity a rdfs:Class .
activity:intensity a owl:DatatypeProperty ;
rdfs:label "intensity"@en;
rdfs:comment "Sport or activity intensity"@en;
rdfs:range activity:enumIntensity .
activity:lowLevel a activity:enumIntensity ;
rdfs:label "low"@en ;
rdfs:comment "When the activity intensity is low"@en.
activity:moderateLevel a activity:enumIntensity ;
rdfs:label "moderate"@en ;
rdfs:comment "When the activity intensity is moderate"@en.
activity:highLevel a activity:enumIntensity ;
rdfs:label "high"@en ;
rdfs:comment "When the activity intensity is high"@en.
activity:intenseLevel a activity:enumIntensity ;
rdfs:label "intense"@en ;
rdfs:comment "When the activity intensity is intense"@en.
activity:veryIntenseLevel a activity:enumIntensity ;
rdfs:label "very intense"@en ;
rdfs:comment "When the activity intensity is very intense or like a daredevil or like a madman or I sweat a lot"@en.
activity:unknownLevel a activity:enumIntensity ;
rdfs:label "unknown"@en ;
rdfs:comment "When the activity intensity is unknown, it is the default value"@en.
"""
=========================================================================================
------------------------------ LLM Raw response -----------------------------
```json
[
{
"name": "Course à pied",
"duration": 30
}
]
```
-----------------------------------------------------------------------------
----------------- Make it compliant ------------------
```json
[
{
"name": "Course à pied",
"duration": 30
}
]
```
------------------------------------------------------
------------------------ After simplification ------------------------
[ { "name": "Course à pied", "duration": 30 }]
----------------------------------------------------------------------
--------------------------------- LLM result -----------------------------------
{'response': [{'name': 'Course à pied', 'duration': 30}], 'cost': 0.0}
--------------------------------------------------------------------------------
--------------------------------- final result -----------------------------------
{'prompt': "Ce matin j'ai mangé une orange et en rentrant du travail j'ai mangé un sandwich au jambon et je suis allé courir 30 minutes dans le parc", 'intents': ['Identify food consumption or declaration', 'Identify the user physical activity'], 'model': 'gpt-4o-2024-05-13', 'solutions': {'nutrition': [{'name': 'Orange', 'normName': ' orange ', 'comment': 'pulpe, crue', 'normComment': ' pulpe crue ', 'rank': 19789, 'id': 'CIQ#a84ec3c1b9bc46c10b639fa15eeef5f4', 'quantity': 'une', 'quantityLem': '1', 'pack': ['ORA.w200'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': 'breakfast', 'event': 'declaration', 'serving': 'ORA-100', 'posiNormName': 0}, {'name': 'Croque Monsieur', 'normName': ' croque monsieur ', 'comment': '', 'normComment': '', 'rank': 0, 'id': 'OFF#f680b2833f2d16fdc8fa21bc2f5051f4', 'quantity': 'un', 'quantityLem': '1', 'pack': ['SAN.w150'], 'type': 'food', 'gtin': '3700365092791', 'gtinRef': '3700365092791', 'brand': 'Starbucks', 'time': 'dinner', 'event': 'declaration', 'serving': 'SAN-100', 'posiNormName': -1}], 'activity': [{'trigram': 'RUN', 'duration': 30, 'event': '', 'level': 'RUN10'}], 'response': {}}, 'cputime': 3.8149735927581787}
----------------------------------------------------------------------------------
LLM CPU Time: 3.8149735927581787