HotelManagement / gen3

Viewer
!new Booking('booking4')
!booking4.startDate := '2024-02-20'
!booking4.endDate := '2024-02-25'
!booking4.canceled := false
!booking4.bookingId := 104
!booking4.confirmed := true

!new Bill('bill4')
!bill4.price := 560.00
!bill4.billId := 5004

!new Customer('customer4')
!customer4.firstName := 'Dave'
!customer4.lastName := 'Evans'

!new RoomReservation('reservation4')
!reservation4.checkInDate := '2024-02-20'
!reservation4.checkOutDate := '2024-02-25'

!new Room('room105')
!room105.numBeds := 2
!room105.pricePerNight := 120.00
!room105.occupied := true
!room105.blocked := false
!room105.roomNumber := 105

!new RoomExtra('extra4')
!extra4.price := 25.00
!extra4.description := 'Gym Access'

!new RoomExtra('extra5')
!extra5.price := 15.00
!extra5.description := 'Welcome Drink'

!insert (booking4, bill4) into BookingBill
!insert (booking4, customer4) into BookingCustomer
!insert (booking4, reservation4) into BookingRoomReservation
!insert (reservation4, extra4) into RoomReservationExtras
!insert (reservation4, extra5) into RoomReservationExtras
!insert (reservation4, room105) into RoomReservationRoom
!insert (bill4, reservation4) into BillRoomReservation
model HotelManagement

class Booking
attributes
    startDate : String
    endDate : String
    canceled : Boolean
    bookingId : Integer
    confirmed : Boolean
end

class Bill
attributes
    price : Real
    billId : Integer
end

class FreeRoomTypesDTO
attributes
    roomTypeDescription : String
    numBeds : Integer
    pricePerNight : Real
    numFreeRooms : Integer
end

class Customer
attributes
    firstName : String
    lastName : String
end

class RoomReservation
attributes
    checkInDate : String
    checkOutDate : String
end

class RoomExtra
attributes
    price : Real
    description : String
end

class Room
attributes
    numBeds : Integer
    pricePerNight : Real
    occupied : Boolean
    blocked : Boolean
    roomNumber : Integer
end

association BookingBill between
    Booking [1]
    Bill [0..*] role bills
end

association BookingCustomer between
    Booking [1]
    Customer [1] role customer
end

association BookingRoomReservation between
    Booking [1]
    RoomReservation [*] role roomReservations
end

association RoomReservationExtras between
    RoomReservation [1]
    RoomExtra [*] role roomExtras
end

association RoomReservationRoom between
    RoomReservation [1]
    Room [*] role room
end

association BillRoomReservation between
    Bill [1]
    RoomReservation [1] role roomReservation
end

constraints
context Bill inv positiveBill:
    self.price >= 0

context Bill inv uniqueBillId:
    Bill.allInstances->isUnique(b | b.billId)

context Room inv positiveNumBeds:
    self.numBeds > 0
Given a conceptual model expressed in the UML-based Specification Environment (USE), your task is to generate valid and realistic instances that conform to the provided model. <requirements> - Instances must be syntactically correct according to the USE syntax_reference. - Avoid unnecessary comments and output the instance in plain text (i.e., not markdown). - Make sure instances fulfill all the model's constraints, and that multiplicities, relationships, and attributes are valid and realistic. - Provide multiple instances with diverse data values and structure. </requirements>  <syntax_reference> Here there is a snippet showing how to create objects and set values in the specific .soil language required: -- This is a comment example  -- Primitive data types:     -- Integer i.e. 1, 2, 3, etc.     -- Real i.e. 1.0, 21.89, 322.05556, etc.     -- Boolean i.e. true or false     -- String i.e. 'Hello World'  -- You can create instances with the following syntax: !new <instance type>('<instance name>') -- Example: !new Client('client1') !new Store('store4')  -- You can assign values to attributes for a created instance with the following syntax: !<instance name>.<attribute name> := <value> -- Example for different data types: !client1.clientId := 1 -- For Integer !client1.balance := 1123.45 -- For Real !client1.name := 'John' -- For Strings !store4.available := true -- For Boolean  -- You can create associations between instances with the following syntax: !insert (<instance name1>, <instance name2>) into <association name> -- Example: !insert (client1, store4) into ClientStore  -- Custom data types usage:     -- dataType Location     -- operations     --   Location(x : Real, y : Real)     --   some other operations     -- end -- You can create custom data types by calling the constructor directly; in this case, the constructor of Location requires two arguments: x and y of type Real. So it can be used as follows: !store4.location := Location(14.0, 289.0)  -- Enums usage:     -- enum Type { Clothes, Shoes } -- Can be used as follows: !store4.type := #Clothes </syntax_reference>
Please generate another instance that is structurally and semantically different from the previous ones.
<role>
You are an expert software and system modeler. You are able to assess the semantic quality of object models that have been created to conform to a domain model. The models are defined in USE (UML-based Specification Environment) and OCL (Object Constraint Language).

Your primary capability is "Semantic Reality Checking". You do not just check for syntactic correctness; you check for real-world plausibility and logical consistency within a given domain.
</role>

<context>
The user will provide two types of content:
1. **Domain Model (.use)**: A class diagram definition including classes, attributes, enums, relationships, multiplicities and roles.
2. **Object Model (.soil)**: An object model. This object model can be seen as a script composed of instructions for the creation of objects, relationships and setting attribute values (snapshot).

Your goal is to act as a judge to determine if the object model represents a **REALISTIC** scenario based on the domain model and common sense real-world logic.
</context>

<definitions>
- **Realistic**: The object model is syntactically correct AND semantically plausible (e.g., A 'Person' has an age between 0 and 120; a 'Car' has a positive price).
- **Unrealistic**: The object model contains contradictions, impossible physical values, or nonsensical relationships (e.g., A 'Person' is their own father; a 'Product' has a negative weight).
- **Doubtful**: You cannot determine whether the object model is realistic or not.
</definitions>

<instructions>
Follow this thinking process strictly before generating the final output:

1. **Analyze the Domain (.use)**: Understand the classes and what they represent in the real world.
2. **Analyze the Instances (.soil)**: Map the created objects to their classes. Look at the specific values assigned to attributes and the relationships created between objects.
3. **Evaluate Semantics**:
    - Apply "Common Sense Knowledge" to the attribute values.
    - Check cardinality and relationship logic beyond simple OCL constraints.
    - Identify any outliers or logical fallacies.
4. **Determine Verdict**: Select one of the defined labels (Realistic/Unrealistic/Doubtful).
</instructions>

<constraints>
- **Tone**: Objective, Analytical, Technical.
- **Verbosity**: Low. Be direct.
- **Reasoning**: The "Why" section must be concise and specific, citing variable names, objects, or relationships when possible.
- Do not output the internal thinking process. Only output the final formatted result.
</constraints>

<output_format>
Structure your response exactly as follows:

**Response**: [Realistic | Unrealistic | Doubtful]
**Why**: [Concise explanation of your reasoning. If Unrealistic, specify the exact objects, values or relationships that break realism.]
</output_format>

<examples>
Example 1:
Input:

<domain_model>
class Person
attributes
    age: Integer
end
class Pet
attributes
    name: String
end
association Ownership between
    Person [1] role owner
    Pet [*] role pets
end
</domain_model>
<object_model>
!new Person('p1')
!p1.age := 250
!new Pet('pet1')
!pet1.name := 'Luna'
… 1.000 more pets creation …
!pet1000.name := 'Max'
!insert (p1, pet1) into Ownership
…1.000 more pets associated with p1 …
!insert (p1, pet1000) into Ownership
</object_model>

Output:

**Response**: Unrealistic
**Why**: The object 'p1' of class 'Person' has an age of 250, which exceeds the biologically plausible lifespan of a human. Although it is not plausible that 1 same person owns 1.000 pets.


Example 2:
Input:

<domain_model>
class Car
attributes
    brand: String
end
class Person
attributes
    name: String
end
association Ownership between
    Person [1] role owner
    Car [*] role cars
end
</domain_model>
<object_model>
!new Person('p1')
!p1.age := 19
!new Car('c1')
!c1.brand := 'Toyota'
!insert (p1, c1) into Ownership
</object_model>

Output:

**Response**: Realistic
**Why**: The object 'c1' has a valid, recognized real-world car brand assigned, and its plausible that a teenager has only one car.


Example 3:
Input:

<domain_model>
class Component
attributes
    setting_val: Integer
    config_mode: String
end
</domain_model>
<object_model>
!new Component('c1')
!c1.setting_val := 8080
!c1.config_mode := 'Legacy'
</object_model>

Output:

**Response**: Doubtful
**Why**: The class 'Component' and attribute 'setting_val' are generic and lack specific real-world semantic context. Without knowing what specific physical or software system this represents, it is impossible to determine if '8080' is a realistic value or an outlier.

</examples>
<domain_model>
model HotelManagement

class Booking
attributes
    startDate : String
    endDate : String
    canceled : Boolean
    bookingId : Integer
    confirmed : Boolean
end

class Bill
attributes
    price : Real
    billId : Integer
end

class FreeRoomTypesDTO
attributes
    roomTypeDescription : String
    numBeds : Integer
    pricePerNight : Real
    numFreeRooms : Integer
end

class Customer
attributes
    firstName : String
    lastName : String
end

class RoomReservation
attributes
    checkInDate : String
    checkOutDate : String
end

class RoomExtra
attributes
    price : Real
    description : String
end

class Room
attributes
    numBeds : Integer
    pricePerNight : Real
    occupied : Boolean
    blocked : Boolean
    roomNumber : Integer
end

association BookingBill between
    Booking [1]
    Bill [0..*] role bills
end

association BookingCustomer between
    Booking [1]
    Customer [1] role customer
end

association BookingRoomReservation between
    Booking [1]
    RoomReservation [*] role roomReservations
end

association RoomReservationExtras between
    RoomReservation [1]
    RoomExtra [*] role roomExtras
end

association RoomReservationRoom between
    RoomReservation [1]
    Room [*] role room
end

association BillRoomReservation between
    Bill [1]
    RoomReservation [1] role roomReservation
end

constraints
context Bill inv positiveBill:
    self.price >= 0

context Bill inv uniqueBillId:
    Bill.allInstances->isUnique(b | b.billId)

context Room inv positiveNumBeds:
    self.numBeds > 0
</domain_model>

<object_model>
!new Booking('booking4')
!booking4.startDate := '2024-02-20'
!booking4.endDate := '2024-02-25'
!booking4.canceled := false
!booking4.bookingId := 104
!booking4.confirmed := true

!new Bill('bill4')
!bill4.price := 560.00
!bill4.billId := 5004

!new Customer('customer4')
!customer4.firstName := 'Dave'
!customer4.lastName := 'Evans'

!new RoomReservation('reservation4')
!reservation4.checkInDate := '2024-02-20'
!reservation4.checkOutDate := '2024-02-25'

!new Room('room105')
!room105.numBeds := 2
!room105.pricePerNight := 120.00
!room105.occupied := true
!room105.blocked := false
!room105.roomNumber := 105

!new RoomExtra('extra4')
!extra4.price := 25.00
!extra4.description := 'Gym Access'

!new RoomExtra('extra5')
!extra5.price := 15.00
!extra5.description := 'Welcome Drink'

!insert (booking4, bill4) into BookingBill
!insert (booking4, customer4) into BookingCustomer
!insert (booking4, reservation4) into BookingRoomReservation
!insert (reservation4, extra4) into RoomReservationExtras
!insert (reservation4, extra5) into RoomReservationExtras
!insert (reservation4, room105) into RoomReservationRoom
!insert (bill4, reservation4) into BillRoomReservation
</object_model>
No Shannon Data for this model Available: AddressBook, Football, MyExpenses, PickupNet, Restaurant, VehicleRental, VideoClub
LLM as a Judge
Realistic

The object model represents a plausible real-world hotel booking scenario. The dates for the booking and check-in/out match logically, room attributes and pricing ($120/night, 2 beds) are typical, and extras like 'Gym Access' or 'Welcome Drink' with their respective prices make perfect sense within a hotel context. The billed amount is also within a realistic range for the stay length.

Metrics
Stats i
Stats
Breakdown of the total cost and elapsed time for generating the instances.
  • Elapsed Time = Console Time (ie. Processing Time + API Calls)
  • Cost = (input tokens * input price) + (output tokens * output price)
Total Cost $0.01
Validation i
Validation
Measures the correctness of the instantiation using the USE check function.
  • Syntax = 1 - (Total Number of syntax errors [use check] / Total Number of lines [instance])
  • Multiplicities = 1 - (Total Number of multiplicities errors [use check] / Total Number of relationships ([instance] !insert))
  • Invariants = 1 - (Total Number of invariants errors [use check] / Total Number of invariants ([model] constraints))
Syntax 0/34
Multiplicities 0/7
Invariants 0/3
Diversity i
Diversity
Measures the variability of the generated instances. Attributes (NumericEquals, StringEquals, StringLv): It identifies how much the LLM repeats specific values versus generating unique data points across instances (100%: Diverse, 0%: Repetitive). We group all generated attributes into bags (numeric and string) and then perform pairwise comparisons between every element to obtain. Structure (GED): Measures the Graph Edit Distance (GED) similarity between instances. Distribution (Shannon): Measures the entropy and evenness (balanced distribution) of the generated enum values.
  • NumericEquals = Total number of numeric attribute pairs with different values / Total number of possible pairs (n * (n - 1) / 2)
  • StringEquals = Total number of string attribute pairs that are NOT exactly identical / Total number of possible pairs (n * (n - 1) / 2)
  • StringLv = Sum of (Levenshtein Distance(a, b) / max(length(a), length(b))) for all string pairs / Total number of possible pairs (n * (n - 1) / 2)
  • GED = Similarity = 1 - (GED / (0.5 * (GED_to_empty_A + GED_to_empty_B))). 1 = red = identical graphs, <=0.5 = green = different graphs. We consider as edit operations: Nodes, Edges, Node_Labels and Edge_Labels [https://github.com/a-coman/ged]
  • Shannon (Active) = Entropy / log2(Number of unique groups actually generated). Measures how evenly the generated values are distributed, considering only the categories the LLM actually used.
  • Shannon (All) = Entropy / log2(Total number of valid groups defined in the model). Measures how evenly the generated values are distributed against the full spectrum of all possible valid options defined in the .use file.
Numeric 100.0%
String Equals 92.9%
String LV 77.8%
Coverage i
Model Coverage
Measures the breadth of the instantiation. It answers: "How much of the structural blueprint (the model) was used?"
  • Classes = Total Unique Classes instantiated (!new) in the .soil / Total Number of classes (class) in the model .use
  • Attributes = Total Unique Attributes instantiated (!Class.Attribute or !set) in the .soil / Total Number of attributes (attributes) in the model .use
  • Relationships = Total Unique Relationships instantiated (!insert) in the .soil / Total Number of relationships (association, composition, aggregation) in the model .use
Classes 85.7%
Attributes 81.8%
Relationships 100.0%
Uncovered Items 5
Classes 1
FreeRoomTypesDTO
Attributes 4
FreeRoomTypesDTO.numBedsFreeRoomTypesDTO.numFreeRoomsFreeRoomTypesDTO.pricePerNightFreeRoomTypesDTO.roomTypeDescription
Instantiation i
Instance Instantiation
Measures the depth or density of the data. It answers: "Of the objects the LLM decided to create, how many of their available 'slots' did it fill?"
  • Classes = Total Number of classes (!new) in the instance / Total possible that could have been instantiated (infinity)
  • Attributes = Total Number of attributes (!Class.Attribute or !set) in the instance / Total possible that could have been instantiated (sum(number of classes instantiated of that type * Class.Attributes))
  • Relationships = Total Number of relationships (!insert) in the instance / Total possible that could have been instantiated (infinity)
Classes 7/∞
Attributes 20/20
Relationships 7/∞
Viewer
!new Customer('customer14')
!customer14.firstName := 'Priya'
!customer14.lastName := 'Singh'

!new Booking('booking13')
!booking13.startDate := '2024-03-05'
!booking13.endDate := '2024-03-10'
!booking13.canceled := false
!booking13.bookingId := 103
!booking13.confirmed := true

!new Bill('bill26')
!bill26.price := 1000.0
!bill26.billId := 401

!new Bill('bill27')
!bill27.price := 500.0
!bill27.billId := 402

!new Bill('bill28')
!bill28.price := 400.0
!bill28.billId := 403

!new FreeRoomTypesDTO('freeRoomType11')
!freeRoomType11.roomTypeDescription := 'Executive Suite'
!freeRoomType11.numBeds := 1
!freeRoomType11.pricePerNight := 200.0
!freeRoomType11.numFreeRooms := 5

!new RoomReservation('roomReservation13_1')
!roomReservation13_1.checkInDate := '2024-03-05'
!roomReservation13_1.checkOutDate := '2024-03-10'

!new RoomReservation('roomReservation13_2')
!roomReservation13_2.checkInDate := '2024-03-06'
!roomReservation13_2.checkOutDate := '2024-03-09'

!new RoomExtra('extra13_1')
!extra13_1.price := 100.0
!extra13_1.description := 'High-Speed Wi-Fi Access'

!new RoomExtra('extra13_2')
!extra13_2.price := 200.0
!extra13_2.description := 'Audio-Visual Equipment Rental'

!new Room('room13_501')
!room13_501.numBeds := 1
!room13_501.pricePerNight := 200.0
!room13_501.occupied := true
!room13_501.blocked := false
!room13_501.roomNumber := 501

!new Room('room13_101')
!room13_101.numBeds := 1
!room13_101.pricePerNight := 0.0
!room13_101.occupied := true
!room13_101.blocked := true
!room13_101.roomNumber := 101

!insert (booking13, customer14) into BookingCustomer

!insert (booking13, bill26) into BookingBill
!insert (booking13, bill27) into BookingBill
!insert (booking13, bill28) into BookingBill

!insert (booking13, roomReservation13_1) into BookingRoomReservation
!insert (booking13, roomReservation13_2) into BookingRoomReservation

!insert (roomReservation13_1, room13_501) into RoomReservationRoom
!insert (roomReservation13_2, room13_101) into RoomReservationRoom

!insert (roomReservation13_1, extra13_1) into RoomReservationExtras
!insert (roomReservation13_2, extra13_2) into RoomReservationExtras

!insert (bill26, roomReservation13_1) into BillRoomReservation
!insert (bill27, roomReservation13_2) into BillRoomReservation
!insert (bill28, roomReservation13_2) into BillRoomReservation
model HotelManagement

class Booking
attributes
    startDate : String
    endDate : String
    canceled : Boolean
    bookingId : Integer
    confirmed : Boolean
end

class Bill
attributes
    price : Real
    billId : Integer
end

class FreeRoomTypesDTO
attributes
    roomTypeDescription : String
    numBeds : Integer
    pricePerNight : Real
    numFreeRooms : Integer
end

class Customer
attributes
    firstName : String
    lastName : String
end

class RoomReservation
attributes
    checkInDate : String
    checkOutDate : String
end

class RoomExtra
attributes
    price : Real
    description : String
end

class Room
attributes
    numBeds : Integer
    pricePerNight : Real
    occupied : Boolean
    blocked : Boolean
    roomNumber : Integer
end

association BookingBill between
    Booking [1]
    Bill [0..*] role bills
end

association BookingCustomer between
    Booking [1]
    Customer [1] role customer
end

association BookingRoomReservation between
    Booking [1]
    RoomReservation [*] role roomReservations
end

association RoomReservationExtras between
    RoomReservation [1]
    RoomExtra [*] role roomExtras
end

association RoomReservationRoom between
    RoomReservation [1]
    Room [*] role room
end

association BillRoomReservation between
    Bill [1]
    RoomReservation [1] role roomReservation
end

constraints
context Bill inv positiveBill:
    self.price >= 0

context Bill inv uniqueBillId:
    Bill.allInstances->isUnique(b | b.billId)

context Room inv positiveNumBeds:
    self.numBeds > 0
You are tasked with analyzing conceptual models represented as class diagrams and expressed in the UML-based specification environment using its native syntax. You must adhere to the following requirements: - Use very clear language. - Do not overexplain, be concise. - Multiplicities must be very clear and easy to understand.  You should follow the structure and requirements below: ## Description Start by explaining the overall structure and purpose of the model. ### Components Break down the components of the model (i.e., classes and attributes), describing each, their type and purpose.  ## Relationships Describe the relationships between the components of the model, dependencies and multiplicities (i.e., minimum and maximum number of instances of one class that can be associated with instances of another class). Describe the multiplicities at both ends of each association.  ## Invariants Define the invariants that apply to the model (i.e., those constraints that must be fulfilled).
Your task is to generate a complete and diverse instance, in plain English, for a given category and based on a provided conceptual model description. The instance must adhere to these requirements: - Be self-contained: Include all required attributes, relationships, and related entities in full detail. - Conform to the model: Fulfill the constraints, multiplicities, relationships, and attributes defined in the class diagram model. - Understand the context: Ensure that its attributes and relationships are relevant. - Avoid duplication of instances: Take into consideration those instances previously built to avoid redundancy. - Semantic diversity: From a semantic point of view, incorporate varied scenarios, including regional, linguistic, or cultural differences. - Structural diversity: Include instances with different numbers of elements, different numbers of relationships and complexity, and create varied examples by changing entity attributes.
You are tasked with creating instances of a conceptual model in the UML-based Specification Environment (USE). You will receive: 1. The UML class diagram that the instance follows. 2. A sample syntax of instances creation. 3. A description of the instance that needs to be created.  Your goal is to generate these instances based on the provided description, adhering strictly to these requirements: - The output must be in plain text, with no additional comments, descriptions, or explanations. - Ensure that the created instance adheres to the provided description. - Follow the syntax sample provided, without deviation. - Take into account previously created instances to avoid using duplicate naming.
<role>
You are an expert software and system modeler. You are able to assess the semantic quality of object models that have been created to conform to a domain model. The models are defined in USE (UML-based Specification Environment) and OCL (Object Constraint Language).

Your primary capability is "Semantic Reality Checking". You do not just check for syntactic correctness; you check for real-world plausibility and logical consistency within a given domain.
</role>

<context>
The user will provide two types of content:
1. **Domain Model (.use)**: A class diagram definition including classes, attributes, enums, relationships, multiplicities and roles.
2. **Object Model (.soil)**: An object model. This object model can be seen as a script composed of instructions for the creation of objects, relationships and setting attribute values (snapshot).

Your goal is to act as a judge to determine if the object model represents a **REALISTIC** scenario based on the domain model and common sense real-world logic.
</context>

<definitions>
- **Realistic**: The object model is syntactically correct AND semantically plausible (e.g., A 'Person' has an age between 0 and 120; a 'Car' has a positive price).
- **Unrealistic**: The object model contains contradictions, impossible physical values, or nonsensical relationships (e.g., A 'Person' is their own father; a 'Product' has a negative weight).
- **Doubtful**: You cannot determine whether the object model is realistic or not.
</definitions>

<instructions>
Follow this thinking process strictly before generating the final output:

1. **Analyze the Domain (.use)**: Understand the classes and what they represent in the real world.
2. **Analyze the Instances (.soil)**: Map the created objects to their classes. Look at the specific values assigned to attributes and the relationships created between objects.
3. **Evaluate Semantics**:
    - Apply "Common Sense Knowledge" to the attribute values.
    - Check cardinality and relationship logic beyond simple OCL constraints.
    - Identify any outliers or logical fallacies.
4. **Determine Verdict**: Select one of the defined labels (Realistic/Unrealistic/Doubtful).
</instructions>

<constraints>
- **Tone**: Objective, Analytical, Technical.
- **Verbosity**: Low. Be direct.
- **Reasoning**: The "Why" section must be concise and specific, citing variable names, objects, or relationships when possible.
- Do not output the internal thinking process. Only output the final formatted result.
</constraints>

<output_format>
Structure your response exactly as follows:

**Response**: [Realistic | Unrealistic | Doubtful]
**Why**: [Concise explanation of your reasoning. If Unrealistic, specify the exact objects, values or relationships that break realism.]
</output_format>

<examples>
Example 1:
Input:

<domain_model>
class Person
attributes
    age: Integer
end
class Pet
attributes
    name: String
end
association Ownership between
    Person [1] role owner
    Pet [*] role pets
end
</domain_model>
<object_model>
!new Person('p1')
!p1.age := 250
!new Pet('pet1')
!pet1.name := 'Luna'
… 1.000 more pets creation …
!pet1000.name := 'Max'
!insert (p1, pet1) into Ownership
…1.000 more pets associated with p1 …
!insert (p1, pet1000) into Ownership
</object_model>

Output:

**Response**: Unrealistic
**Why**: The object 'p1' of class 'Person' has an age of 250, which exceeds the biologically plausible lifespan of a human. Although it is not plausible that 1 same person owns 1.000 pets.


Example 2:
Input:

<domain_model>
class Car
attributes
    brand: String
end
class Person
attributes
    name: String
end
association Ownership between
    Person [1] role owner
    Car [*] role cars
end
</domain_model>
<object_model>
!new Person('p1')
!p1.age := 19
!new Car('c1')
!c1.brand := 'Toyota'
!insert (p1, c1) into Ownership
</object_model>

Output:

**Response**: Realistic
**Why**: The object 'c1' has a valid, recognized real-world car brand assigned, and its plausible that a teenager has only one car.


Example 3:
Input:

<domain_model>
class Component
attributes
    setting_val: Integer
    config_mode: String
end
</domain_model>
<object_model>
!new Component('c1')
!c1.setting_val := 8080
!c1.config_mode := 'Legacy'
</object_model>

Output:

**Response**: Doubtful
**Why**: The class 'Component' and attribute 'setting_val' are generic and lack specific real-world semantic context. Without knowing what specific physical or software system this represents, it is impossible to determine if '8080' is a realistic value or an outlier.

</examples>
Analyze the following UML class diagram:
model HotelManagement

class Booking
attributes
    startDate : String
    endDate : String
    canceled : Boolean
    bookingId : Integer
    confirmed : Boolean
end

class Bill
attributes
    price : Real
    billId : Integer
end

class FreeRoomTypesDTO
attributes
    roomTypeDescription : String
    numBeds : Integer
    pricePerNight : Real
    numFreeRooms : Integer
end

class Customer
attributes
    firstName : String
    lastName : String
end

class RoomReservation
attributes
    checkInDate : String
    checkOutDate : String
end

class RoomExtra
attributes
    price : Real
    description : String
end

class Room
attributes
    numBeds : Integer
    pricePerNight : Real
    occupied : Boolean
    blocked : Boolean
    roomNumber : Integer
end

association BookingBill between
    Booking [1]
    Bill [0..*] role bills
end

association BookingCustomer between
    Booking [1]
    Customer [1] role customer
end

association BookingRoomReservation between
    Booking [1]
    RoomReservation [*] role roomReservations
end

association RoomReservationExtras between
    RoomReservation [1]
    RoomExtra [*] role roomExtras
end

association RoomReservationRoom between
    RoomReservation [1]
    Room [*] role room
end

association BillRoomReservation between
    Bill [1]
    RoomReservation [1] role roomReservation
end

constraints
context Bill inv positiveBill:
    self.price >= 0

context Bill inv uniqueBillId:
    Bill.allInstances->isUnique(b | b.billId)

context Room inv positiveNumBeds:
    self.numBeds > 0
For the same category and model description, generate another instance that is structurally and semantically different from the previous ones
Continue with the following description, creating the instance according to the syntax example and this specification: 
## Baseline Instance: Business Conference Stay Scenario

### Entities and Attributes:

1. **Customer**
   - `firstName`: Priya
   - `lastName`: Singh

2. **Booking**
   - `startDate`: "2024-03-05"
   - `endDate`: "2024-03-10"
   - `canceled`: false
   - `bookingId`: 103
   - `confirmed`: true

3. **Bill** (For room reservation charges)
   - `price`: 1000.0
   - `billId`: 401

4. **Bill** (For conference room rental)
   - `price`: 500.0
   - `billId`: 402

5. **Bill** (For catering services)
   - `price`: 400.0
   - `billId`: 403

6. **FreeRoomTypesDTO**
   - `roomTypeDescription`: "Executive Suite"
   - `numBeds`: 1
   - `pricePerNight`: 200.0
   - `numFreeRooms`: 5

7. **RoomReservation** (For the executive suite)
   - `checkInDate`: "2024-03-05"
   - `checkOutDate`: "2024-03-10"

8. **RoomReservation** (For the conference room)
   - `checkInDate`: "2024-03-06"
   - `checkOutDate`: "2024-03-09"

9. **RoomExtra** (Wi-Fi access)
   - `price`: 100.0
   - `description`: "High-Speed Wi-Fi Access"

10. **RoomExtra** (Audio-Visual Equipment)
    - `price`: 200.0
    - `description`: "Audio-Visual Equipment Rental"

11. **Room** (For executive suite)
    - `numBeds`: 1
    - `pricePerNight`: 200.0
    - `occupied`: true
    - `blocked`: false
    - `roomNumber`: 501

12. **Room** (For conference)
    - `numBeds`: 0
    - `pricePerNight`: N/A (Not applicable as it's a conference room)
    - `occupied`: true
    - `blocked`: true
    - `roomNumber`: 101

### Relationships and Associations:

1. **BookingCustomer**
   - The Booking with `bookingId` 103 is associated with Customer Priya Singh.

2. **BookingBill**
   - The Booking with `bookingId` 103 is associated with Bills `billId` 401, `billId` 402, and `billId` 403.

3. **BookingRoomReservation**
   - The Booking with `bookingId` 103 is associated with two Room Reservations; one for the executive suite and one for the conference room.

4. **RoomReservationExtras**
   - The Room Reservation for the executive suite includes RoomExtra: Wi-Fi access (`description`: "High-Speed Wi-Fi Access", `price`: 100.0).
   - The Room Reservation for the conference room includes RoomExtra: Audio-Visual Equipment (`description`: "Audio-Visual Equipment Rental", `price`: 200.0).

5. **RoomReservationRoom**
   - The Room Reservation for the executive suite is associated with Room number 501, which has 1 bed.
   - The Room Reservation for the conference is associated with Room number 101, which is a conference room (no beds).

6. **BillRoomReservation**
   - Bill `billId` 401 is associated with the Room Reservation for the executive suite room charges.
   - Bill `billId` 402 is associated with the Room Reservation for the conference room rental.
   - Bill `billId` 403 is associated with the Room Reservation for catering services related to the conference.

### Invariants:
- `positiveBill`: All bill prices, 1000.0, 500.0, and 400.0, are non-negative.
- `uniqueBillId`: `billId` 401, `billId` 402, and `billId` 403 are unique.
- `positiveNumBeds`: While Room 501 has more than 0 beds (`numBeds`: 1), the conference room does not require beds, as it's intended for meetings.

This instance diversely explores a business-oriented setting with executive and conference room usage, multiple billing entries for varied services, and additional amenities for a seamless conference experience, reflecting the range of possibilities within the hotel management system.
The last output is partially incorrect: 
checking structure...
Multiplicity constraint violation in association `BillRoomReservation':
  Object `roomReservation13_2' of class `RoomReservation' is connected to 2 objects of class `Bill'
  at association end `bill' but the multiplicity is specified as `1'.
checking invariants...
checking invariant (1) `Bill::positiveBill': OK.
checking invariant (2) `Bill::uniqueBillId': OK.
checking invariant (3) `Room::positiveNumBeds': FAILED.
  -> false : Boolean
checked 3 invariants in 0.001s, 1 failure.

Invariants
- **positiveBill**: Ensures that the `price` attribute of a Bill is non-negative (`self.price >= 0`).
- **uniqueBillId**: Ensures that each Bill has a unique `billId` (`Bill.allInstances->isUnique(b | b.billId)`).
- **positiveNumBeds**: Ensures that each Room has a positive number of beds (`self.numBeds > 0`).

Please provide the complete output corrected
The last output is partially incorrect: 
checking structure...
Multiplicity constraint violation in association `BillRoomReservation':
  Object `bill28' of class `Bill' is connected to 0 objects of class `RoomReservation'
  at association end `roomReservation' but the multiplicity is specified as `1'.

Please provide the complete output corrected
<domain_model>
model HotelManagement

class Booking
attributes
    startDate : String
    endDate : String
    canceled : Boolean
    bookingId : Integer
    confirmed : Boolean
end

class Bill
attributes
    price : Real
    billId : Integer
end

class FreeRoomTypesDTO
attributes
    roomTypeDescription : String
    numBeds : Integer
    pricePerNight : Real
    numFreeRooms : Integer
end

class Customer
attributes
    firstName : String
    lastName : String
end

class RoomReservation
attributes
    checkInDate : String
    checkOutDate : String
end

class RoomExtra
attributes
    price : Real
    description : String
end

class Room
attributes
    numBeds : Integer
    pricePerNight : Real
    occupied : Boolean
    blocked : Boolean
    roomNumber : Integer
end

association BookingBill between
    Booking [1]
    Bill [0..*] role bills
end

association BookingCustomer between
    Booking [1]
    Customer [1] role customer
end

association BookingRoomReservation between
    Booking [1]
    RoomReservation [*] role roomReservations
end

association RoomReservationExtras between
    RoomReservation [1]
    RoomExtra [*] role roomExtras
end

association RoomReservationRoom between
    RoomReservation [1]
    Room [*] role room
end

association BillRoomReservation between
    Bill [1]
    RoomReservation [1] role roomReservation
end

constraints
context Bill inv positiveBill:
    self.price >= 0

context Bill inv uniqueBillId:
    Bill.allInstances->isUnique(b | b.billId)

context Room inv positiveNumBeds:
    self.numBeds > 0
</domain_model>

<object_model>
!new Customer('customer14')
!customer14.firstName := 'Priya'
!customer14.lastName := 'Singh'

!new Booking('booking13')
!booking13.startDate := '2024-03-05'
!booking13.endDate := '2024-03-10'
!booking13.canceled := false
!booking13.bookingId := 103
!booking13.confirmed := true

!new Bill('bill26')
!bill26.price := 1000.0
!bill26.billId := 401

!new Bill('bill27')
!bill27.price := 500.0
!bill27.billId := 402

!new Bill('bill28')
!bill28.price := 400.0
!bill28.billId := 403

!new FreeRoomTypesDTO('freeRoomType11')
!freeRoomType11.roomTypeDescription := 'Executive Suite'
!freeRoomType11.numBeds := 1
!freeRoomType11.pricePerNight := 200.0
!freeRoomType11.numFreeRooms := 5

!new RoomReservation('roomReservation13_1')
!roomReservation13_1.checkInDate := '2024-03-05'
!roomReservation13_1.checkOutDate := '2024-03-10'

!new RoomReservation('roomReservation13_2')
!roomReservation13_2.checkInDate := '2024-03-06'
!roomReservation13_2.checkOutDate := '2024-03-09'

!new RoomExtra('extra13_1')
!extra13_1.price := 100.0
!extra13_1.description := 'High-Speed Wi-Fi Access'

!new RoomExtra('extra13_2')
!extra13_2.price := 200.0
!extra13_2.description := 'Audio-Visual Equipment Rental'

!new Room('room13_501')
!room13_501.numBeds := 1
!room13_501.pricePerNight := 200.0
!room13_501.occupied := true
!room13_501.blocked := false
!room13_501.roomNumber := 501

!new Room('room13_101')
!room13_101.numBeds := 1
!room13_101.pricePerNight := 0.0
!room13_101.occupied := true
!room13_101.blocked := true
!room13_101.roomNumber := 101

!insert (booking13, customer14) into BookingCustomer

!insert (booking13, bill26) into BookingBill
!insert (booking13, bill27) into BookingBill
!insert (booking13, bill28) into BookingBill

!insert (booking13, roomReservation13_1) into BookingRoomReservation
!insert (booking13, roomReservation13_2) into BookingRoomReservation

!insert (roomReservation13_1, room13_501) into RoomReservationRoom
!insert (roomReservation13_2, room13_101) into RoomReservationRoom

!insert (roomReservation13_1, extra13_1) into RoomReservationExtras
!insert (roomReservation13_2, extra13_2) into RoomReservationExtras

!insert (bill26, roomReservation13_1) into BillRoomReservation
!insert (bill27, roomReservation13_2) into BillRoomReservation
!insert (bill28, roomReservation13_2) into BillRoomReservation
</object_model>
No judge system prompt available
No judge user prompt available
No Shannon Data for this model Available: AddressBook, Football, MyExpenses, PickupNet, Restaurant, VehicleRental, VideoClub
LLM as a Judge
Unrealistic

The object 'room13_101' has a 'pricePerNight' of 0.0, which is unrealistic for a hotel room's catalog rate. Furthermore, 'roomReservation13_2' is linked to this free room along with 200.0 in extras, yet it generates two separate bills ('bill27' at 500.0 and 'bill28' at 400.0) totaling 900.0, which is mathematically contradictory. Finally, associating two bills to 'roomReservation13_2' directly violates the strictly 1-to-1 multiplicity of the 'BillRoomReservation' association.

Metrics
Stats i
Stats
Breakdown of the total cost and elapsed time for generating the instances.
  • Elapsed Time = Console Time (ie. Processing Time + API Calls)
  • Cost = (input tokens * input price) + (output tokens * output price)
Total Cost $0.26
Validation i
Validation
Measures the correctness of the instantiation using the USE check function.
  • Syntax = 1 - (Total Number of syntax errors [use check] / Total Number of lines [instance])
  • Multiplicities = 1 - (Total Number of multiplicities errors [use check] / Total Number of relationships ([instance] !insert))
  • Invariants = 1 - (Total Number of invariants errors [use check] / Total Number of invariants ([model] constraints))
Syntax 0/60
Multiplicities 1/13
Invariants 0/3
Diversity i
Diversity
Measures the variability of the generated instances. Attributes (NumericEquals, StringEquals, StringLv): It identifies how much the LLM repeats specific values versus generating unique data points across instances (100%: Diverse, 0%: Repetitive). We group all generated attributes into bags (numeric and string) and then perform pairwise comparisons between every element to obtain. Structure (GED): Measures the Graph Edit Distance (GED) similarity between instances. Distribution (Shannon): Measures the entropy and evenness (balanced distribution) of the generated enum values.
  • NumericEquals = Total number of numeric attribute pairs with different values / Total number of possible pairs (n * (n - 1) / 2)
  • StringEquals = Total number of string attribute pairs that are NOT exactly identical / Total number of possible pairs (n * (n - 1) / 2)
  • StringLv = Sum of (Levenshtein Distance(a, b) / max(length(a), length(b))) for all string pairs / Total number of possible pairs (n * (n - 1) / 2)
  • GED = Similarity = 1 - (GED / (0.5 * (GED_to_empty_A + GED_to_empty_B))). 1 = red = identical graphs, <=0.5 = green = different graphs. We consider as edit operations: Nodes, Edges, Node_Labels and Edge_Labels [https://github.com/a-coman/ged]
  • Shannon (Active) = Entropy / log2(Number of unique groups actually generated). Measures how evenly the generated values are distributed, considering only the categories the LLM actually used.
  • Shannon (All) = Entropy / log2(Total number of valid groups defined in the model). Measures how evenly the generated values are distributed against the full spectrum of all possible valid options defined in the .use file.
Numeric 96.1%
String Equals 96.4%
String LV 73.6%
Coverage i
Model Coverage
Measures the breadth of the instantiation. It answers: "How much of the structural blueprint (the model) was used?"
  • Classes = Total Unique Classes instantiated (!new) in the .soil / Total Number of classes (class) in the model .use
  • Attributes = Total Unique Attributes instantiated (!Class.Attribute or !set) in the .soil / Total Number of attributes (attributes) in the model .use
  • Relationships = Total Unique Relationships instantiated (!insert) in the .soil / Total Number of relationships (association, composition, aggregation) in the model .use
Classes 100.0%
Attributes 100.0%
Relationships 100.0%
Instantiation i
Instance Instantiation
Measures the depth or density of the data. It answers: "Of the objects the LLM decided to create, how many of their available 'slots' did it fill?"
  • Classes = Total Number of classes (!new) in the instance / Total possible that could have been instantiated (infinity)
  • Attributes = Total Number of attributes (!Class.Attribute or !set) in the instance / Total possible that could have been instantiated (sum(number of classes instantiated of that type * Class.Attributes))
  • Relationships = Total Number of relationships (!insert) in the instance / Total possible that could have been instantiated (infinity)
Classes 12/∞
Attributes 35/35
Relationships 13/∞
Viewer
!new Customer('customer12')
!customer12.firstName := 'Fatima'
!customer12.lastName := 'Ali'

!new Booking('booking11')
!booking11.startDate := '2023-01-01'
!booking11.endDate := '2023-01-02'
!booking11.canceled := false
!booking11.bookingId := 303
!booking11.confirmed := true

!new Bill('bill22')
!bill22.price := 150.0
!bill22.billId := 701

!new FreeRoomTypesDTO('freeRoomType9')
!freeRoomType9.roomTypeDescription := 'Deluxe Room'
!freeRoomType9.numBeds := 2
!freeRoomType9.pricePerNight := 150.00
!freeRoomType9.numFreeRooms := 10

!new RoomReservation('roomReservation11')
!roomReservation11.checkInDate := '2023-01-01'
!roomReservation11.checkOutDate := '2023-01-02'

!new RoomExtra('extra11_1')
!extra11_1.price := 20.0
!extra11_1.description := 'Room Service'

!new Room('room11_501')
!room11_501.numBeds := 2
!room11_501.pricePerNight := 150.0
!room11_501.occupied := true
!room11_501.blocked := false
!room11_501.roomNumber := 501

!insert (booking11, customer12) into BookingCustomer

!insert (booking11, bill22) into BookingBill

!insert (booking11, roomReservation11) into BookingRoomReservation

!insert (roomReservation11, room11_501) into RoomReservationRoom

!insert (roomReservation11, extra11_1) into RoomReservationExtras

!insert (bill22, roomReservation11) into BillRoomReservation
model HotelManagement

class Booking
attributes
    startDate : String
    endDate : String
    canceled : Boolean
    bookingId : Integer
    confirmed : Boolean
end

class Bill
attributes
    price : Real
    billId : Integer
end

class FreeRoomTypesDTO
attributes
    roomTypeDescription : String
    numBeds : Integer
    pricePerNight : Real
    numFreeRooms : Integer
end

class Customer
attributes
    firstName : String
    lastName : String
end

class RoomReservation
attributes
    checkInDate : String
    checkOutDate : String
end

class RoomExtra
attributes
    price : Real
    description : String
end

class Room
attributes
    numBeds : Integer
    pricePerNight : Real
    occupied : Boolean
    blocked : Boolean
    roomNumber : Integer
end

association BookingBill between
    Booking [1]
    Bill [0..*] role bills
end

association BookingCustomer between
    Booking [1]
    Customer [1] role customer
end

association BookingRoomReservation between
    Booking [1]
    RoomReservation [*] role roomReservations
end

association RoomReservationExtras between
    RoomReservation [1]
    RoomExtra [*] role roomExtras
end

association RoomReservationRoom between
    RoomReservation [1]
    Room [*] role room
end

association BillRoomReservation between
    Bill [1]
    RoomReservation [1] role roomReservation
end

constraints
context Bill inv positiveBill:
    self.price >= 0

context Bill inv uniqueBillId:
    Bill.allInstances->isUnique(b | b.billId)

context Room inv positiveNumBeds:
    self.numBeds > 0
You are tasked with analyzing conceptual models represented as class diagrams and expressed in the UML-based specification environment using its native syntax. You must adhere to the following requirements: - Use very clear language. - Do not overexplain, be concise. - Multiplicities must be very clear and easy to understand.  You should follow the structure and requirements below: ## Description Start by explaining the overall structure and purpose of the model. ### Components Break down the components of the model (i.e., classes and attributes), describing each, their type and purpose.  ## Relationships Describe the relationships between the components of the model, dependencies and multiplicities (i.e., minimum and maximum number of instances of one class that can be associated with instances of another class). Describe the multiplicities at both ends of each association.  ## Invariants Define the invariants that apply to the model (i.e., those constraints that must be fulfilled).
Your task is to generate a complete and diverse instance, in plain English, for a given category and based on a provided conceptual model description. The instance must adhere to these requirements: - Be self-contained: Include all required attributes, relationships, and related entities in full detail. - Conform to the model: Fulfill the constraints, multiplicities, relationships, and attributes defined in the class diagram model. - Understand the context: Ensure that its attributes and relationships are relevant. - Avoid duplication of instances: Take into consideration those instances previously built to avoid redundancy. - Semantic diversity: From a semantic point of view, incorporate varied scenarios, including regional, linguistic, or cultural differences. - Structural diversity: Include instances with different numbers of elements, different numbers of relationships and complexity, and create varied examples by changing entity attributes.
You are tasked with creating instances of a conceptual model in the UML-based Specification Environment (USE). You will receive: 1. The UML class diagram that the instance follows. 2. A sample syntax of instances creation. 3. A description of the instance that needs to be created.  Your goal is to generate these instances based on the provided description, adhering strictly to these requirements: - The output must be in plain text, with no additional comments, descriptions, or explanations. - Ensure that the created instance adheres to the provided description. - Follow the syntax sample provided, without deviation. - Take into account previously created instances to avoid using duplicate naming.
<role>
You are an expert software and system modeler. You are able to assess the semantic quality of object models that have been created to conform to a domain model. The models are defined in USE (UML-based Specification Environment) and OCL (Object Constraint Language).

Your primary capability is "Semantic Reality Checking". You do not just check for syntactic correctness; you check for real-world plausibility and logical consistency within a given domain.
</role>

<context>
The user will provide two types of content:
1. **Domain Model (.use)**: A class diagram definition including classes, attributes, enums, relationships, multiplicities and roles.
2. **Object Model (.soil)**: An object model. This object model can be seen as a script composed of instructions for the creation of objects, relationships and setting attribute values (snapshot).

Your goal is to act as a judge to determine if the object model represents a **REALISTIC** scenario based on the domain model and common sense real-world logic.
</context>

<definitions>
- **Realistic**: The object model is syntactically correct AND semantically plausible (e.g., A 'Person' has an age between 0 and 120; a 'Car' has a positive price).
- **Unrealistic**: The object model contains contradictions, impossible physical values, or nonsensical relationships (e.g., A 'Person' is their own father; a 'Product' has a negative weight).
- **Doubtful**: You cannot determine whether the object model is realistic or not.
</definitions>

<instructions>
Follow this thinking process strictly before generating the final output:

1. **Analyze the Domain (.use)**: Understand the classes and what they represent in the real world.
2. **Analyze the Instances (.soil)**: Map the created objects to their classes. Look at the specific values assigned to attributes and the relationships created between objects.
3. **Evaluate Semantics**:
    - Apply "Common Sense Knowledge" to the attribute values.
    - Check cardinality and relationship logic beyond simple OCL constraints.
    - Identify any outliers or logical fallacies.
4. **Determine Verdict**: Select one of the defined labels (Realistic/Unrealistic/Doubtful).
</instructions>

<constraints>
- **Tone**: Objective, Analytical, Technical.
- **Verbosity**: Low. Be direct.
- **Reasoning**: The "Why" section must be concise and specific, citing variable names, objects, or relationships when possible.
- Do not output the internal thinking process. Only output the final formatted result.
</constraints>

<output_format>
Structure your response exactly as follows:

**Response**: [Realistic | Unrealistic | Doubtful]
**Why**: [Concise explanation of your reasoning. If Unrealistic, specify the exact objects, values or relationships that break realism.]
</output_format>

<examples>
Example 1:
Input:

<domain_model>
class Person
attributes
    age: Integer
end
class Pet
attributes
    name: String
end
association Ownership between
    Person [1] role owner
    Pet [*] role pets
end
</domain_model>
<object_model>
!new Person('p1')
!p1.age := 250
!new Pet('pet1')
!pet1.name := 'Luna'
… 1.000 more pets creation …
!pet1000.name := 'Max'
!insert (p1, pet1) into Ownership
…1.000 more pets associated with p1 …
!insert (p1, pet1000) into Ownership
</object_model>

Output:

**Response**: Unrealistic
**Why**: The object 'p1' of class 'Person' has an age of 250, which exceeds the biologically plausible lifespan of a human. Although it is not plausible that 1 same person owns 1.000 pets.


Example 2:
Input:

<domain_model>
class Car
attributes
    brand: String
end
class Person
attributes
    name: String
end
association Ownership between
    Person [1] role owner
    Car [*] role cars
end
</domain_model>
<object_model>
!new Person('p1')
!p1.age := 19
!new Car('c1')
!c1.brand := 'Toyota'
!insert (p1, c1) into Ownership
</object_model>

Output:

**Response**: Realistic
**Why**: The object 'c1' has a valid, recognized real-world car brand assigned, and its plausible that a teenager has only one car.


Example 3:
Input:

<domain_model>
class Component
attributes
    setting_val: Integer
    config_mode: String
end
</domain_model>
<object_model>
!new Component('c1')
!c1.setting_val := 8080
!c1.config_mode := 'Legacy'
</object_model>

Output:

**Response**: Doubtful
**Why**: The class 'Component' and attribute 'setting_val' are generic and lack specific real-world semantic context. Without knowing what specific physical or software system this represents, it is impossible to determine if '8080' is a realistic value or an outlier.

</examples>
Analyze the following UML class diagram:
model HotelManagement

class Booking
attributes
    startDate : String
    endDate : String
    canceled : Boolean
    bookingId : Integer
    confirmed : Boolean
end

class Bill
attributes
    price : Real
    billId : Integer
end

class FreeRoomTypesDTO
attributes
    roomTypeDescription : String
    numBeds : Integer
    pricePerNight : Real
    numFreeRooms : Integer
end

class Customer
attributes
    firstName : String
    lastName : String
end

class RoomReservation
attributes
    checkInDate : String
    checkOutDate : String
end

class RoomExtra
attributes
    price : Real
    description : String
end

class Room
attributes
    numBeds : Integer
    pricePerNight : Real
    occupied : Boolean
    blocked : Boolean
    roomNumber : Integer
end

association BookingBill between
    Booking [1]
    Bill [0..*] role bills
end

association BookingCustomer between
    Booking [1]
    Customer [1] role customer
end

association BookingRoomReservation between
    Booking [1]
    RoomReservation [*] role roomReservations
end

association RoomReservationExtras between
    RoomReservation [1]
    RoomExtra [*] role roomExtras
end

association RoomReservationRoom between
    RoomReservation [1]
    Room [*] role room
end

association BillRoomReservation between
    Bill [1]
    RoomReservation [1] role roomReservation
end

constraints
context Bill inv positiveBill:
    self.price >= 0

context Bill inv uniqueBillId:
    Bill.allInstances->isUnique(b | b.billId)

context Room inv positiveNumBeds:
    self.numBeds > 0
For the same category and model description, generate another instance that is structurally and semantically different from the previous ones
Continue with the following description, creating the instance according to the syntax example and this specification: 
## Yet Another Boundary Case Instance for Hotel Management

### Booking Details
- **Booking 303**:
  - `startDate`: "2023-01-01"
  - `endDate`: "2023-01-02"
  - `canceled`: False
  - `bookingId`: 303
  - `confirmed`: True (Testing edge case with shortest valid stay duration)

### Customer
- **Fatima Ali**:
  - `firstName`: "Fatima"
  - `lastName`: "Ali"

### Bills
1. **Bill 701**:
   - `price`: 150.0 (Moderately priced bill aligning with a single-night booking)
   - `billId`: 701

### FreeRoomTypesDTO
- **Free Room Type Details**:
  - `roomTypeDescription`: "Deluxe Room"
  - `numBeds`: 2
  - `pricePerNight`: 150.00
  - `numFreeRooms`: 10 (Testing the presence of numerous free rooms)

### RoomReservation
- **Reservation for Booking 303**:
  - `checkInDate`: "2023-01-01"
  - `checkOutDate`: "2023-01-02"

### RoomExtras
1. **Room Extra 5**:
   - `price`: 20.0
   - `description`: "Room Service"

### Rooms
1. **Room 501**:
   - `numBeds`: 2
   - `pricePerNight`: 150.0
   - `occupied`: True
   - `blocked`: False
   - `roomNumber`: 501 (Testing a scenarios where a room is typical and falls within standard rates)

### Relationships
- **Booking 303 to Fatima Ali**: Demonstrates a typical customer booking relationship.
- **Booking 303 to a Single Bill**: Clearly reflects the cost of a one-night stay with Bill 701.
- **Booking 303 to Room Reservation**: Demonstrates a brief but confirmed stay.
- **Room Reservation to Room Extra**: Involves a common additional service, Room Extra 5.
- **Room Reservation to Rooms**: Involves Room 501, a standard setup for a short stay.

This instance explores extreme constraints such as the shortest valid reservation (one night), uses only one room and one extra, and ensures the bill is proportionate to a single night. It is balanced by a high availability of similar room types, enhancing semantic diversity by providing a snapshot of what's typical for short and standard customer stays.
<domain_model>
model HotelManagement

class Booking
attributes
    startDate : String
    endDate : String
    canceled : Boolean
    bookingId : Integer
    confirmed : Boolean
end

class Bill
attributes
    price : Real
    billId : Integer
end

class FreeRoomTypesDTO
attributes
    roomTypeDescription : String
    numBeds : Integer
    pricePerNight : Real
    numFreeRooms : Integer
end

class Customer
attributes
    firstName : String
    lastName : String
end

class RoomReservation
attributes
    checkInDate : String
    checkOutDate : String
end

class RoomExtra
attributes
    price : Real
    description : String
end

class Room
attributes
    numBeds : Integer
    pricePerNight : Real
    occupied : Boolean
    blocked : Boolean
    roomNumber : Integer
end

association BookingBill between
    Booking [1]
    Bill [0..*] role bills
end

association BookingCustomer between
    Booking [1]
    Customer [1] role customer
end

association BookingRoomReservation between
    Booking [1]
    RoomReservation [*] role roomReservations
end

association RoomReservationExtras between
    RoomReservation [1]
    RoomExtra [*] role roomExtras
end

association RoomReservationRoom between
    RoomReservation [1]
    Room [*] role room
end

association BillRoomReservation between
    Bill [1]
    RoomReservation [1] role roomReservation
end

constraints
context Bill inv positiveBill:
    self.price >= 0

context Bill inv uniqueBillId:
    Bill.allInstances->isUnique(b | b.billId)

context Room inv positiveNumBeds:
    self.numBeds > 0
</domain_model>

<object_model>
!new Customer('customer12')
!customer12.firstName := 'Fatima'
!customer12.lastName := 'Ali'

!new Booking('booking11')
!booking11.startDate := '2023-01-01'
!booking11.endDate := '2023-01-02'
!booking11.canceled := false
!booking11.bookingId := 303
!booking11.confirmed := true

!new Bill('bill22')
!bill22.price := 150.0
!bill22.billId := 701

!new FreeRoomTypesDTO('freeRoomType9')
!freeRoomType9.roomTypeDescription := 'Deluxe Room'
!freeRoomType9.numBeds := 2
!freeRoomType9.pricePerNight := 150.00
!freeRoomType9.numFreeRooms := 10

!new RoomReservation('roomReservation11')
!roomReservation11.checkInDate := '2023-01-01'
!roomReservation11.checkOutDate := '2023-01-02'

!new RoomExtra('extra11_1')
!extra11_1.price := 20.0
!extra11_1.description := 'Room Service'

!new Room('room11_501')
!room11_501.numBeds := 2
!room11_501.pricePerNight := 150.0
!room11_501.occupied := true
!room11_501.blocked := false
!room11_501.roomNumber := 501

!insert (booking11, customer12) into BookingCustomer

!insert (booking11, bill22) into BookingBill

!insert (booking11, roomReservation11) into BookingRoomReservation

!insert (roomReservation11, room11_501) into RoomReservationRoom

!insert (roomReservation11, extra11_1) into RoomReservationExtras

!insert (bill22, roomReservation11) into BillRoomReservation
</object_model>
No judge system prompt available
No judge user prompt available
No Shannon Data for this model Available: AddressBook, Football, MyExpenses, PickupNet, Restaurant, VehicleRental, VideoClub
LLM as a Judge
Realistic

The object model uses logically consistent and plausible values (valid dates that match between the booking and reservation objects, positive and accurate prices, and sensible names). The relationships correctly model a standard hotel stay scenario without any logical contradictions.

Metrics
Stats i
Stats
Breakdown of the total cost and elapsed time for generating the instances.
  • Elapsed Time = Console Time (ie. Processing Time + API Calls)
  • Cost = (input tokens * input price) + (output tokens * output price)
Total Cost $0.08
Validation i
Validation
Measures the correctness of the instantiation using the USE check function.
  • Syntax = 1 - (Total Number of syntax errors [use check] / Total Number of lines [instance])
  • Multiplicities = 1 - (Total Number of multiplicities errors [use check] / Total Number of relationships ([instance] !insert))
  • Invariants = 1 - (Total Number of invariants errors [use check] / Total Number of invariants ([model] constraints))
Syntax 0/35
Multiplicities 0/6
Invariants 0/3
Diversity i
Diversity
Measures the variability of the generated instances. Attributes (NumericEquals, StringEquals, StringLv): It identifies how much the LLM repeats specific values versus generating unique data points across instances (100%: Diverse, 0%: Repetitive). We group all generated attributes into bags (numeric and string) and then perform pairwise comparisons between every element to obtain. Structure (GED): Measures the Graph Edit Distance (GED) similarity between instances. Distribution (Shannon): Measures the entropy and evenness (balanced distribution) of the generated enum values.
  • NumericEquals = Total number of numeric attribute pairs with different values / Total number of possible pairs (n * (n - 1) / 2)
  • StringEquals = Total number of string attribute pairs that are NOT exactly identical / Total number of possible pairs (n * (n - 1) / 2)
  • StringLv = Sum of (Levenshtein Distance(a, b) / max(length(a), length(b))) for all string pairs / Total number of possible pairs (n * (n - 1) / 2)
  • GED = Similarity = 1 - (GED / (0.5 * (GED_to_empty_A + GED_to_empty_B))). 1 = red = identical graphs, <=0.5 = green = different graphs. We consider as edit operations: Nodes, Edges, Node_Labels and Edge_Labels [https://github.com/a-coman/ged]
  • Shannon (Active) = Entropy / log2(Number of unique groups actually generated). Measures how evenly the generated values are distributed, considering only the categories the LLM actually used.
  • Shannon (All) = Entropy / log2(Total number of valid groups defined in the model). Measures how evenly the generated values are distributed against the full spectrum of all possible valid options defined in the .use file.
Numeric 91.1%
String Equals 92.9%
String LV 78.2%
Coverage i
Model Coverage
Measures the breadth of the instantiation. It answers: "How much of the structural blueprint (the model) was used?"
  • Classes = Total Unique Classes instantiated (!new) in the .soil / Total Number of classes (class) in the model .use
  • Attributes = Total Unique Attributes instantiated (!Class.Attribute or !set) in the .soil / Total Number of attributes (attributes) in the model .use
  • Relationships = Total Unique Relationships instantiated (!insert) in the .soil / Total Number of relationships (association, composition, aggregation) in the model .use
Classes 100.0%
Attributes 100.0%
Relationships 100.0%
Instantiation i
Instance Instantiation
Measures the depth or density of the data. It answers: "Of the objects the LLM decided to create, how many of their available 'slots' did it fill?"
  • Classes = Total Number of classes (!new) in the instance / Total possible that could have been instantiated (infinity)
  • Attributes = Total Number of attributes (!Class.Attribute or !set) in the instance / Total possible that could have been instantiated (sum(number of classes instantiated of that type * Class.Attributes))
  • Relationships = Total Number of relationships (!insert) in the instance / Total possible that could have been instantiated (infinity)
Classes 7/∞
Attributes 22/22
Relationships 6/∞
Viewer
!new Customer('customer15')
!customer15.firstName := 'Ayesha'
!customer15.lastName := 'Al-Mansoori'

!new Booking('booking14')
!booking14.startDate := '2023-10-15'
!booking14.endDate := '2023-10-22'
!booking14.canceled := false
!booking14.bookingId := 1023
!booking14.confirmed := true

!new Bill('bill29_1')
!bill29_1.price := 1225.00
!bill29_1.billId := 3027

!new Bill('bill29_2')
!bill29_2.price := 1225.00
!bill29_2.billId := 3028

!new RoomReservation('roomReservation14_1')
!roomReservation14_1.checkInDate := '2023-10-15'
!roomReservation14_1.checkOutDate := '2023-10-18'

!new RoomReservation('roomReservation14_2')
!roomReservation14_2.checkInDate := '2023-10-18'
!roomReservation14_2.checkOutDate := '2023-10-22'

!new Room('room14_310')
!room14_310.numBeds := 2
!room14_310.pricePerNight := 300.00
!room14_310.occupied := true
!room14_310.blocked := false
!room14_310.roomNumber := 310

!new Room('room14_312')
!room14_312.numBeds := 1
!room14_312.pricePerNight := 250.00
!room14_312.occupied := true
!room14_312.blocked := false
!room14_312.roomNumber := 312

!new RoomExtra('extra14_1')
!extra14_1.price := 50.00
!extra14_1.description := 'Desert Safari Adventure'

!new RoomExtra('extra14_2')
!extra14_2.price := 20.00
!extra14_2.description := 'Arabic Coffee and Pastry Service'

!new FreeRoomTypesDTO('freeRoomType12')
!freeRoomType12.roomTypeDescription := 'Luxury King Suite with Balcony'
!freeRoomType12.numBeds := 1
!freeRoomType12.pricePerNight := 380.00
!freeRoomType12.numFreeRooms := 0

!insert (booking14, customer15) into BookingCustomer

!insert (booking14, bill29_1) into BookingBill
!insert (booking14, bill29_2) into BookingBill

!insert (booking14, roomReservation14_1) into BookingRoomReservation
!insert (booking14, roomReservation14_2) into BookingRoomReservation

!insert (roomReservation14_1, room14_310) into RoomReservationRoom
!insert (roomReservation14_1, extra14_1) into RoomReservationExtras

!insert (roomReservation14_2, room14_312) into RoomReservationRoom
!insert (roomReservation14_2, extra14_2) into RoomReservationExtras

!insert (bill29_1, roomReservation14_1) into BillRoomReservation
!insert (bill29_2, roomReservation14_2) into BillRoomReservation
model HotelManagement

class Booking
attributes
    startDate : String
    endDate : String
    canceled : Boolean
    bookingId : Integer
    confirmed : Boolean
end

class Bill
attributes
    price : Real
    billId : Integer
end

class FreeRoomTypesDTO
attributes
    roomTypeDescription : String
    numBeds : Integer
    pricePerNight : Real
    numFreeRooms : Integer
end

class Customer
attributes
    firstName : String
    lastName : String
end

class RoomReservation
attributes
    checkInDate : String
    checkOutDate : String
end

class RoomExtra
attributes
    price : Real
    description : String
end

class Room
attributes
    numBeds : Integer
    pricePerNight : Real
    occupied : Boolean
    blocked : Boolean
    roomNumber : Integer
end

association BookingBill between
    Booking [1]
    Bill [0..*] role bills
end

association BookingCustomer between
    Booking [1]
    Customer [1] role customer
end

association BookingRoomReservation between
    Booking [1]
    RoomReservation [*] role roomReservations
end

association RoomReservationExtras between
    RoomReservation [1]
    RoomExtra [*] role roomExtras
end

association RoomReservationRoom between
    RoomReservation [1]
    Room [*] role room
end

association BillRoomReservation between
    Bill [1]
    RoomReservation [1] role roomReservation
end

constraints
context Bill inv positiveBill:
    self.price >= 0

context Bill inv uniqueBillId:
    Bill.allInstances->isUnique(b | b.billId)

context Room inv positiveNumBeds:
    self.numBeds > 0
You are tasked with analyzing conceptual models represented as class diagrams and expressed in the UML-based specification environment using its native syntax. You must adhere to the following requirements: - Use very clear language. - Do not overexplain, be concise. - Multiplicities must be very clear and easy to understand.  You should follow the structure and requirements below: ## Description Start by explaining the overall structure and purpose of the model. ### Components Break down the components of the model (i.e., classes and attributes), describing each, their type and purpose.  ## Relationships Describe the relationships between the components of the model, dependencies and multiplicities (i.e., minimum and maximum number of instances of one class that can be associated with instances of another class). Describe the multiplicities at both ends of each association.  ## Invariants Define the invariants that apply to the model (i.e., those constraints that must be fulfilled).
Your task is to generate a complete and diverse instance, in plain English, for a given category and based on a provided conceptual model description. The instance must adhere to these requirements: - Be self-contained: Include all required attributes, relationships, and related entities in full detail. - Conform to the model: Fulfill the constraints, multiplicities, relationships, and attributes defined in the class diagram model. - Understand the context: Ensure that its attributes and relationships are relevant. - Avoid duplication of instances: Take into consideration those instances previously built to avoid redundancy. - Semantic diversity: From a semantic point of view, incorporate varied scenarios, including regional, linguistic, or cultural differences. - Structural diversity: Include instances with different numbers of elements, different numbers of relationships and complexity, and create varied examples by changing entity attributes.
You are tasked with creating instances of a conceptual model in the UML-based Specification Environment (USE). You will receive: 1. The UML class diagram that the instance follows. 2. A sample syntax of instances creation. 3. A description of the instance that needs to be created.  Your goal is to generate these instances based on the provided description, adhering strictly to these requirements: - The output must be in plain text, with no additional comments, descriptions, or explanations. - Ensure that the created instance adheres to the provided description. - Follow the syntax sample provided, without deviation. - Take into account previously created instances to avoid using duplicate naming.
<role>
You are an expert software and system modeler. You are able to assess the semantic quality of object models that have been created to conform to a domain model. The models are defined in USE (UML-based Specification Environment) and OCL (Object Constraint Language).

Your primary capability is "Semantic Reality Checking". You do not just check for syntactic correctness; you check for real-world plausibility and logical consistency within a given domain.
</role>

<context>
The user will provide two types of content:
1. **Domain Model (.use)**: A class diagram definition including classes, attributes, enums, relationships, multiplicities and roles.
2. **Object Model (.soil)**: An object model. This object model can be seen as a script composed of instructions for the creation of objects, relationships and setting attribute values (snapshot).

Your goal is to act as a judge to determine if the object model represents a **REALISTIC** scenario based on the domain model and common sense real-world logic.
</context>

<definitions>
- **Realistic**: The object model is syntactically correct AND semantically plausible (e.g., A 'Person' has an age between 0 and 120; a 'Car' has a positive price).
- **Unrealistic**: The object model contains contradictions, impossible physical values, or nonsensical relationships (e.g., A 'Person' is their own father; a 'Product' has a negative weight).
- **Doubtful**: You cannot determine whether the object model is realistic or not.
</definitions>

<instructions>
Follow this thinking process strictly before generating the final output:

1. **Analyze the Domain (.use)**: Understand the classes and what they represent in the real world.
2. **Analyze the Instances (.soil)**: Map the created objects to their classes. Look at the specific values assigned to attributes and the relationships created between objects.
3. **Evaluate Semantics**:
    - Apply "Common Sense Knowledge" to the attribute values.
    - Check cardinality and relationship logic beyond simple OCL constraints.
    - Identify any outliers or logical fallacies.
4. **Determine Verdict**: Select one of the defined labels (Realistic/Unrealistic/Doubtful).
</instructions>

<constraints>
- **Tone**: Objective, Analytical, Technical.
- **Verbosity**: Low. Be direct.
- **Reasoning**: The "Why" section must be concise and specific, citing variable names, objects, or relationships when possible.
- Do not output the internal thinking process. Only output the final formatted result.
</constraints>

<output_format>
Structure your response exactly as follows:

**Response**: [Realistic | Unrealistic | Doubtful]
**Why**: [Concise explanation of your reasoning. If Unrealistic, specify the exact objects, values or relationships that break realism.]
</output_format>

<examples>
Example 1:
Input:

<domain_model>
class Person
attributes
    age: Integer
end
class Pet
attributes
    name: String
end
association Ownership between
    Person [1] role owner
    Pet [*] role pets
end
</domain_model>
<object_model>
!new Person('p1')
!p1.age := 250
!new Pet('pet1')
!pet1.name := 'Luna'
… 1.000 more pets creation …
!pet1000.name := 'Max'
!insert (p1, pet1) into Ownership
…1.000 more pets associated with p1 …
!insert (p1, pet1000) into Ownership
</object_model>

Output:

**Response**: Unrealistic
**Why**: The object 'p1' of class 'Person' has an age of 250, which exceeds the biologically plausible lifespan of a human. Although it is not plausible that 1 same person owns 1.000 pets.


Example 2:
Input:

<domain_model>
class Car
attributes
    brand: String
end
class Person
attributes
    name: String
end
association Ownership between
    Person [1] role owner
    Car [*] role cars
end
</domain_model>
<object_model>
!new Person('p1')
!p1.age := 19
!new Car('c1')
!c1.brand := 'Toyota'
!insert (p1, c1) into Ownership
</object_model>

Output:

**Response**: Realistic
**Why**: The object 'c1' has a valid, recognized real-world car brand assigned, and its plausible that a teenager has only one car.


Example 3:
Input:

<domain_model>
class Component
attributes
    setting_val: Integer
    config_mode: String
end
</domain_model>
<object_model>
!new Component('c1')
!c1.setting_val := 8080
!c1.config_mode := 'Legacy'
</object_model>

Output:

**Response**: Doubtful
**Why**: The class 'Component' and attribute 'setting_val' are generic and lack specific real-world semantic context. Without knowing what specific physical or software system this represents, it is impossible to determine if '8080' is a realistic value or an outlier.

</examples>
Analyze the following UML class diagram:
model HotelManagement

class Booking
attributes
    startDate : String
    endDate : String
    canceled : Boolean
    bookingId : Integer
    confirmed : Boolean
end

class Bill
attributes
    price : Real
    billId : Integer
end

class FreeRoomTypesDTO
attributes
    roomTypeDescription : String
    numBeds : Integer
    pricePerNight : Real
    numFreeRooms : Integer
end

class Customer
attributes
    firstName : String
    lastName : String
end

class RoomReservation
attributes
    checkInDate : String
    checkOutDate : String
end

class RoomExtra
attributes
    price : Real
    description : String
end

class Room
attributes
    numBeds : Integer
    pricePerNight : Real
    occupied : Boolean
    blocked : Boolean
    roomNumber : Integer
end

association BookingBill between
    Booking [1]
    Bill [0..*] role bills
end

association BookingCustomer between
    Booking [1]
    Customer [1] role customer
end

association BookingRoomReservation between
    Booking [1]
    RoomReservation [*] role roomReservations
end

association RoomReservationExtras between
    RoomReservation [1]
    RoomExtra [*] role roomExtras
end

association RoomReservationRoom between
    RoomReservation [1]
    Room [*] role room
end

association BillRoomReservation between
    Bill [1]
    RoomReservation [1] role roomReservation
end

constraints
context Bill inv positiveBill:
    self.price >= 0

context Bill inv uniqueBillId:
    Bill.allInstances->isUnique(b | b.billId)

context Room inv positiveNumBeds:
    self.numBeds > 0
For the same category and model description, generate another instance that is structurally and semantically different from the previous ones
Continue with the following description, creating the instance according to the syntax example and this specification: 
## Complex Instance Description

Welcome to the Oasis of Serenity, a picturesque resort nestled in the heart of Dubai's stunning desert landscape, offering a blend of modern elegance and traditional Middle Eastern charm. This example outlines a complex instance using our hotel management model.

### Booking Details

- **Booking**:
  - **StartDate**: "2023-10-15"
  - **EndDate**: "2023-10-22"
  - **Canceled**: False
  - **BookingId**: 1023
  - **Confirmed**: True

### Customer Information

- **Customer**:
  - **FirstName**: "Ayesha"
  - **LastName**: "Al-Mansoori"

### Billing Details

- **Bill**:
  - **Price**: 2450.00
  - **BillId**: 3027

### RoomReservation Details

1. **RoomReservation 1**:
   - **CheckInDate**: "2023-10-15"
   - **CheckOutDate**: "2023-10-18"

2. **RoomReservation 2**:
   - **CheckInDate**: "2023-10-18"
   - **CheckOutDate**: "2023-10-22"

### Associated Rooms

- **Room 310**:
  - **NumBeds**: 2
  - **PricePerNight**: 300.00
  - **Occupied**: True
  - **Blocked**: False
  - **RoomNumber**: 310

- **Room 312**:
  - **NumBeds**: 1
  - **PricePerNight**: 250.00
  - **Occupied**: True
  - **Blocked**: False
  - **RoomNumber**: 312

### Room Extras

- **RoomExtra**:
  - **Price**: 50.00
  - **Description**: "Desert Safari Adventure"

- **RoomExtra**:
  - **Price**: 20.00
  - **Description**: "Arabic Coffee and Pastry Service"

### FreeRoomTypesDTO

- **RoomType**:
  - **RoomTypeDescription**: "Luxury King Suite with Balcony"
  - **NumBeds**: 1
  - **PricePerNight**: 380.00
  - **NumFreeRooms**: 0

### Relationships

- **Booking 1023**:
  - Associated with **Customer** Ayesha Al-Mansoori.
  - Linked to **Bill 3027** for a total of 2450.00 AED.
  - Involves two **RoomReservations** (Reservation 1 & 2).

- **RoomReservation 1**:
  - Includes Room **310**.
  - Has RoomExtra: "Desert Safari Adventure".
  - Linked to **Bill 3027** (First three nights).

- **RoomReservation 2**:
  - Consists of Room **312**.
  - Includes RoomExtra: "Arabic Coffee and Pastry Service".
  - Linked to **Bill 3027** (Last four nights).

In this complex scenario, Ayesha Al-Mansoori experiences an immersive stay at the Oasis of Serenity, enjoying the captivating blend of desert adventures and luxurious comforts. The stay is marked by varied accommodations and cultural extras, showcasing the adaptability and thorough capability of the hotel management system to accommodate the luxury-oriented and culturally rich experiences of Middle Eastern hospitality.
The last output is partially incorrect: 
checking structure...
Multiplicity constraint violation in association `BillRoomReservation':
  Object `bill29' of class `Bill' is connected to 2 objects of class `RoomReservation'
  at association end `roomReservation' but the multiplicity is specified as `1'.

Please provide the complete output corrected
<domain_model>
model HotelManagement

class Booking
attributes
    startDate : String
    endDate : String
    canceled : Boolean
    bookingId : Integer
    confirmed : Boolean
end

class Bill
attributes
    price : Real
    billId : Integer
end

class FreeRoomTypesDTO
attributes
    roomTypeDescription : String
    numBeds : Integer
    pricePerNight : Real
    numFreeRooms : Integer
end

class Customer
attributes
    firstName : String
    lastName : String
end

class RoomReservation
attributes
    checkInDate : String
    checkOutDate : String
end

class RoomExtra
attributes
    price : Real
    description : String
end

class Room
attributes
    numBeds : Integer
    pricePerNight : Real
    occupied : Boolean
    blocked : Boolean
    roomNumber : Integer
end

association BookingBill between
    Booking [1]
    Bill [0..*] role bills
end

association BookingCustomer between
    Booking [1]
    Customer [1] role customer
end

association BookingRoomReservation between
    Booking [1]
    RoomReservation [*] role roomReservations
end

association RoomReservationExtras between
    RoomReservation [1]
    RoomExtra [*] role roomExtras
end

association RoomReservationRoom between
    RoomReservation [1]
    Room [*] role room
end

association BillRoomReservation between
    Bill [1]
    RoomReservation [1] role roomReservation
end

constraints
context Bill inv positiveBill:
    self.price >= 0

context Bill inv uniqueBillId:
    Bill.allInstances->isUnique(b | b.billId)

context Room inv positiveNumBeds:
    self.numBeds > 0
</domain_model>

<object_model>
!new Customer('customer15')
!customer15.firstName := 'Ayesha'
!customer15.lastName := 'Al-Mansoori'

!new Booking('booking14')
!booking14.startDate := '2023-10-15'
!booking14.endDate := '2023-10-22'
!booking14.canceled := false
!booking14.bookingId := 1023
!booking14.confirmed := true

!new Bill('bill29_1')
!bill29_1.price := 1225.00
!bill29_1.billId := 3027

!new Bill('bill29_2')
!bill29_2.price := 1225.00
!bill29_2.billId := 3028

!new RoomReservation('roomReservation14_1')
!roomReservation14_1.checkInDate := '2023-10-15'
!roomReservation14_1.checkOutDate := '2023-10-18'

!new RoomReservation('roomReservation14_2')
!roomReservation14_2.checkInDate := '2023-10-18'
!roomReservation14_2.checkOutDate := '2023-10-22'

!new Room('room14_310')
!room14_310.numBeds := 2
!room14_310.pricePerNight := 300.00
!room14_310.occupied := true
!room14_310.blocked := false
!room14_310.roomNumber := 310

!new Room('room14_312')
!room14_312.numBeds := 1
!room14_312.pricePerNight := 250.00
!room14_312.occupied := true
!room14_312.blocked := false
!room14_312.roomNumber := 312

!new RoomExtra('extra14_1')
!extra14_1.price := 50.00
!extra14_1.description := 'Desert Safari Adventure'

!new RoomExtra('extra14_2')
!extra14_2.price := 20.00
!extra14_2.description := 'Arabic Coffee and Pastry Service'

!new FreeRoomTypesDTO('freeRoomType12')
!freeRoomType12.roomTypeDescription := 'Luxury King Suite with Balcony'
!freeRoomType12.numBeds := 1
!freeRoomType12.pricePerNight := 380.00
!freeRoomType12.numFreeRooms := 0

!insert (booking14, customer15) into BookingCustomer

!insert (booking14, bill29_1) into BookingBill
!insert (booking14, bill29_2) into BookingBill

!insert (booking14, roomReservation14_1) into BookingRoomReservation
!insert (booking14, roomReservation14_2) into BookingRoomReservation

!insert (roomReservation14_1, room14_310) into RoomReservationRoom
!insert (roomReservation14_1, extra14_1) into RoomReservationExtras

!insert (roomReservation14_2, room14_312) into RoomReservationRoom
!insert (roomReservation14_2, extra14_2) into RoomReservationExtras

!insert (bill29_1, roomReservation14_1) into BillRoomReservation
!insert (bill29_2, roomReservation14_2) into BillRoomReservation
</object_model>
No judge system prompt available
No judge user prompt available
No Shannon Data for this model Available: AddressBook, Football, MyExpenses, PickupNet, Restaurant, VehicleRental, VideoClub
LLM as a Judge
Realistic

The object model portrays a plausible scenario of a customer booking a 7-night stay split across two different rooms (moving mid-stay). All dates are chronological and align correctly, pricing and room features are standard for the hospitality domain, and the associations correctly link reservations to their respective bills, rooms, and extras.

Metrics
Stats i
Stats
Breakdown of the total cost and elapsed time for generating the instances.
  • Elapsed Time = Console Time (ie. Processing Time + API Calls)
  • Cost = (input tokens * input price) + (output tokens * output price)
Total Cost $0.19
Validation i
Validation
Measures the correctness of the instantiation using the USE check function.
  • Syntax = 1 - (Total Number of syntax errors [use check] / Total Number of lines [instance])
  • Multiplicities = 1 - (Total Number of multiplicities errors [use check] / Total Number of relationships ([instance] !insert))
  • Invariants = 1 - (Total Number of invariants errors [use check] / Total Number of invariants ([model] constraints))
Syntax 0/55
Multiplicities 0/11
Invariants 0/3
Diversity i
Diversity
Measures the variability of the generated instances. Attributes (NumericEquals, StringEquals, StringLv): It identifies how much the LLM repeats specific values versus generating unique data points across instances (100%: Diverse, 0%: Repetitive). We group all generated attributes into bags (numeric and string) and then perform pairwise comparisons between every element to obtain. Structure (GED): Measures the Graph Edit Distance (GED) similarity between instances. Distribution (Shannon): Measures the entropy and evenness (balanced distribution) of the generated enum values.
  • NumericEquals = Total number of numeric attribute pairs with different values / Total number of possible pairs (n * (n - 1) / 2)
  • StringEquals = Total number of string attribute pairs that are NOT exactly identical / Total number of possible pairs (n * (n - 1) / 2)
  • StringLv = Sum of (Levenshtein Distance(a, b) / max(length(a), length(b))) for all string pairs / Total number of possible pairs (n * (n - 1) / 2)
  • GED = Similarity = 1 - (GED / (0.5 * (GED_to_empty_A + GED_to_empty_B))). 1 = red = identical graphs, <=0.5 = green = different graphs. We consider as edit operations: Nodes, Edges, Node_Labels and Edge_Labels [https://github.com/a-coman/ged]
  • Shannon (Active) = Entropy / log2(Number of unique groups actually generated). Measures how evenly the generated values are distributed, considering only the categories the LLM actually used.
  • Shannon (All) = Entropy / log2(Total number of valid groups defined in the model). Measures how evenly the generated values are distributed against the full spectrum of all possible valid options defined in the .use file.
Numeric 98.3%
String Equals 94.5%
String LV 74.0%
Coverage i
Model Coverage
Measures the breadth of the instantiation. It answers: "How much of the structural blueprint (the model) was used?"
  • Classes = Total Unique Classes instantiated (!new) in the .soil / Total Number of classes (class) in the model .use
  • Attributes = Total Unique Attributes instantiated (!Class.Attribute or !set) in the .soil / Total Number of attributes (attributes) in the model .use
  • Relationships = Total Unique Relationships instantiated (!insert) in the .soil / Total Number of relationships (association, composition, aggregation) in the model .use
Classes 100.0%
Attributes 100.0%
Relationships 100.0%
Instantiation i
Instance Instantiation
Measures the depth or density of the data. It answers: "Of the objects the LLM decided to create, how many of their available 'slots' did it fill?"
  • Classes = Total Number of classes (!new) in the instance / Total possible that could have been instantiated (infinity)
  • Attributes = Total Number of attributes (!Class.Attribute or !set) in the instance / Total possible that could have been instantiated (sum(number of classes instantiated of that type * Class.Attributes))
  • Relationships = Total Number of relationships (!insert) in the instance / Total possible that could have been instantiated (infinity)
Classes 11/∞
Attributes 33/33
Relationships 11/∞
Viewer
!new Customer('customer16')
!customer16.firstName := 'Thabo'
!customer16.lastName := 'Dlamini'

!new Booking('booking15')
!booking15.startDate := '15-01-2024'
!booking15.endDate := '22-01-2024'
!booking15.canceled := false
!booking15.bookingId := 103
!booking15.confirmed := true

!new RoomReservation('roomReservation15')
!roomReservation15.checkInDate := '15-01-2024'
!roomReservation15.checkOutDate := '22-01-2024'

!new Room('room15_101')
!room15_101.numBeds := 1
!room15_101.pricePerNight := 50.00
!room15_101.occupied := true
!room15_101.blocked := false
!room15_101.roomNumber := 101

!new RoomExtra('extra15_1')
!extra15_1.price := 5.00
!extra15_1.description := 'Daily Newspaper'

!new RoomExtra('extra15_2')
!extra15_2.price := 10.00
!extra15_2.description := 'One-Time Gym Access'

!new RoomExtra('extra15_3')
!extra15_3.price := 8.00
!extra15_3.description := 'Evening Snack Combo'

!new Bill('bill30')
!bill30.price := 453.00
!bill30.billId := 506

!insert (booking15, customer16) into BookingCustomer

!insert (booking15, roomReservation15) into BookingRoomReservation

!insert (booking15, bill30) into BookingBill

!insert (roomReservation15, room15_101) into RoomReservationRoom

!insert (roomReservation15, extra15_1) into RoomReservationExtras
!insert (roomReservation15, extra15_2) into RoomReservationExtras
!insert (roomReservation15, extra15_3) into RoomReservationExtras

!insert (bill30, roomReservation15) into BillRoomReservation
model HotelManagement

class Booking
attributes
    startDate : String
    endDate : String
    canceled : Boolean
    bookingId : Integer
    confirmed : Boolean
end

class Bill
attributes
    price : Real
    billId : Integer
end

class FreeRoomTypesDTO
attributes
    roomTypeDescription : String
    numBeds : Integer
    pricePerNight : Real
    numFreeRooms : Integer
end

class Customer
attributes
    firstName : String
    lastName : String
end

class RoomReservation
attributes
    checkInDate : String
    checkOutDate : String
end

class RoomExtra
attributes
    price : Real
    description : String
end

class Room
attributes
    numBeds : Integer
    pricePerNight : Real
    occupied : Boolean
    blocked : Boolean
    roomNumber : Integer
end

association BookingBill between
    Booking [1]
    Bill [0..*] role bills
end

association BookingCustomer between
    Booking [1]
    Customer [1] role customer
end

association BookingRoomReservation between
    Booking [1]
    RoomReservation [*] role roomReservations
end

association RoomReservationExtras between
    RoomReservation [1]
    RoomExtra [*] role roomExtras
end

association RoomReservationRoom between
    RoomReservation [1]
    Room [*] role room
end

association BillRoomReservation between
    Bill [1]
    RoomReservation [1] role roomReservation
end

constraints
context Bill inv positiveBill:
    self.price >= 0

context Bill inv uniqueBillId:
    Bill.allInstances->isUnique(b | b.billId)

context Room inv positiveNumBeds:
    self.numBeds > 0
You are tasked with analyzing conceptual models represented as class diagrams and expressed in the UML-based specification environment using its native syntax. You must adhere to the following requirements: - Use very clear language. - Do not overexplain, be concise. - Multiplicities must be very clear and easy to understand.  You should follow the structure and requirements below: ## Description Start by explaining the overall structure and purpose of the model. ### Components Break down the components of the model (i.e., classes and attributes), describing each, their type and purpose.  ## Relationships Describe the relationships between the components of the model, dependencies and multiplicities (i.e., minimum and maximum number of instances of one class that can be associated with instances of another class). Describe the multiplicities at both ends of each association.  ## Invariants Define the invariants that apply to the model (i.e., those constraints that must be fulfilled).
Your task is to generate a complete and diverse instance, in plain English, for a given category and based on a provided conceptual model description. The instance must adhere to these requirements: - Be self-contained: Include all required attributes, relationships, and related entities in full detail. - Conform to the model: Fulfill the constraints, multiplicities, relationships, and attributes defined in the class diagram model. - Understand the context: Ensure that its attributes and relationships are relevant. - Avoid duplication of instances: Take into consideration those instances previously built to avoid redundancy. - Semantic diversity: From a semantic point of view, incorporate varied scenarios, including regional, linguistic, or cultural differences. - Structural diversity: Include instances with different numbers of elements, different numbers of relationships and complexity, and create varied examples by changing entity attributes.
You are tasked with creating instances of a conceptual model in the UML-based Specification Environment (USE). You will receive: 1. The UML class diagram that the instance follows. 2. A sample syntax of instances creation. 3. A description of the instance that needs to be created.  Your goal is to generate these instances based on the provided description, adhering strictly to these requirements: - The output must be in plain text, with no additional comments, descriptions, or explanations. - Ensure that the created instance adheres to the provided description. - Follow the syntax sample provided, without deviation. - Take into account previously created instances to avoid using duplicate naming.
<role>
You are an expert software and system modeler. You are able to assess the semantic quality of object models that have been created to conform to a domain model. The models are defined in USE (UML-based Specification Environment) and OCL (Object Constraint Language).

Your primary capability is "Semantic Reality Checking". You do not just check for syntactic correctness; you check for real-world plausibility and logical consistency within a given domain.
</role>

<context>
The user will provide two types of content:
1. **Domain Model (.use)**: A class diagram definition including classes, attributes, enums, relationships, multiplicities and roles.
2. **Object Model (.soil)**: An object model. This object model can be seen as a script composed of instructions for the creation of objects, relationships and setting attribute values (snapshot).

Your goal is to act as a judge to determine if the object model represents a **REALISTIC** scenario based on the domain model and common sense real-world logic.
</context>

<definitions>
- **Realistic**: The object model is syntactically correct AND semantically plausible (e.g., A 'Person' has an age between 0 and 120; a 'Car' has a positive price).
- **Unrealistic**: The object model contains contradictions, impossible physical values, or nonsensical relationships (e.g., A 'Person' is their own father; a 'Product' has a negative weight).
- **Doubtful**: You cannot determine whether the object model is realistic or not.
</definitions>

<instructions>
Follow this thinking process strictly before generating the final output:

1. **Analyze the Domain (.use)**: Understand the classes and what they represent in the real world.
2. **Analyze the Instances (.soil)**: Map the created objects to their classes. Look at the specific values assigned to attributes and the relationships created between objects.
3. **Evaluate Semantics**:
    - Apply "Common Sense Knowledge" to the attribute values.
    - Check cardinality and relationship logic beyond simple OCL constraints.
    - Identify any outliers or logical fallacies.
4. **Determine Verdict**: Select one of the defined labels (Realistic/Unrealistic/Doubtful).
</instructions>

<constraints>
- **Tone**: Objective, Analytical, Technical.
- **Verbosity**: Low. Be direct.
- **Reasoning**: The "Why" section must be concise and specific, citing variable names, objects, or relationships when possible.
- Do not output the internal thinking process. Only output the final formatted result.
</constraints>

<output_format>
Structure your response exactly as follows:

**Response**: [Realistic | Unrealistic | Doubtful]
**Why**: [Concise explanation of your reasoning. If Unrealistic, specify the exact objects, values or relationships that break realism.]
</output_format>

<examples>
Example 1:
Input:

<domain_model>
class Person
attributes
    age: Integer
end
class Pet
attributes
    name: String
end
association Ownership between
    Person [1] role owner
    Pet [*] role pets
end
</domain_model>
<object_model>
!new Person('p1')
!p1.age := 250
!new Pet('pet1')
!pet1.name := 'Luna'
… 1.000 more pets creation …
!pet1000.name := 'Max'
!insert (p1, pet1) into Ownership
…1.000 more pets associated with p1 …
!insert (p1, pet1000) into Ownership
</object_model>

Output:

**Response**: Unrealistic
**Why**: The object 'p1' of class 'Person' has an age of 250, which exceeds the biologically plausible lifespan of a human. Although it is not plausible that 1 same person owns 1.000 pets.


Example 2:
Input:

<domain_model>
class Car
attributes
    brand: String
end
class Person
attributes
    name: String
end
association Ownership between
    Person [1] role owner
    Car [*] role cars
end
</domain_model>
<object_model>
!new Person('p1')
!p1.age := 19
!new Car('c1')
!c1.brand := 'Toyota'
!insert (p1, c1) into Ownership
</object_model>

Output:

**Response**: Realistic
**Why**: The object 'c1' has a valid, recognized real-world car brand assigned, and its plausible that a teenager has only one car.


Example 3:
Input:

<domain_model>
class Component
attributes
    setting_val: Integer
    config_mode: String
end
</domain_model>
<object_model>
!new Component('c1')
!c1.setting_val := 8080
!c1.config_mode := 'Legacy'
</object_model>

Output:

**Response**: Doubtful
**Why**: The class 'Component' and attribute 'setting_val' are generic and lack specific real-world semantic context. Without knowing what specific physical or software system this represents, it is impossible to determine if '8080' is a realistic value or an outlier.

</examples>
Analyze the following UML class diagram:
model HotelManagement

class Booking
attributes
    startDate : String
    endDate : String
    canceled : Boolean
    bookingId : Integer
    confirmed : Boolean
end

class Bill
attributes
    price : Real
    billId : Integer
end

class FreeRoomTypesDTO
attributes
    roomTypeDescription : String
    numBeds : Integer
    pricePerNight : Real
    numFreeRooms : Integer
end

class Customer
attributes
    firstName : String
    lastName : String
end

class RoomReservation
attributes
    checkInDate : String
    checkOutDate : String
end

class RoomExtra
attributes
    price : Real
    description : String
end

class Room
attributes
    numBeds : Integer
    pricePerNight : Real
    occupied : Boolean
    blocked : Boolean
    roomNumber : Integer
end

association BookingBill between
    Booking [1]
    Bill [0..*] role bills
end

association BookingCustomer between
    Booking [1]
    Customer [1] role customer
end

association BookingRoomReservation between
    Booking [1]
    RoomReservation [*] role roomReservations
end

association RoomReservationExtras between
    RoomReservation [1]
    RoomExtra [*] role roomExtras
end

association RoomReservationRoom between
    RoomReservation [1]
    Room [*] role room
end

association BillRoomReservation between
    Bill [1]
    RoomReservation [1] role roomReservation
end

constraints
context Bill inv positiveBill:
    self.price >= 0

context Bill inv uniqueBillId:
    Bill.allInstances->isUnique(b | b.billId)

context Room inv positiveNumBeds:
    self.numBeds > 0
For the same category and model description, generate another instance that is structurally and semantically different from the previous ones
Continue with the following description, creating the instance according to the syntax example and this specification: 
## Edge Case Instance: Budget Traveler with Pay-As-You-Go Room Services

### Description:
This instance illustrates a budget-conscious solo traveler who opts to book a single room with minimal upfront amenities and decides to add extra room services incrementally during their stay. A single, continuously updated bill records these dynamic transactions, reflecting a flexible, low-cost approach.

### Entities and Relationships:

#### Booking:
- **Attributes**:
  - `startDate`: "15-01-2024"
  - `endDate`: "22-01-2024"
  - `canceled`: `False`
  - `bookingId`: 103
  - `confirmed`: `True`

#### Customer:
- **Attributes**:
  - `firstName`: "Thabo"
  - `lastName`: "Dlamini"

#### RoomReservation:
- **Attributes**:
  - `checkInDate`: "15-01-2024"
  - `checkOutDate`: "22-01-2024"

#### Room:
- **Attributes**:
  - `numBeds`: 1
  - `pricePerNight`: 50.00
  - `occupied`: `True`
  - `blocked`: `False`
  - `roomNumber`: 101

#### RoomExtra:
1. **Extra1**
   - **Attributes**:
     - `price`: 5.00
     - `description`: "Daily Newspaper"
2. **Extra2**
   - **Attributes**:
     - `price`: 10.00
     - `description`: "One-Time Gym Access"
3. **Extra3**
   - **Attributes**:
     - `price`: 8.00
     - `description`: "Evening Snack Combo"

#### Bill:
- **Attributes**:
  - `price`: 453.00
  - `billId`: 506

### Relationships:

- **BookingCustomer**:
  - Booking ID 103 is associated with Customer "Thabo Dlamini".

- **BookingRoomReservation**:
  - Booking ID 103 is linked to one RoomReservation.

- **BookingBill**:
  - Booking ID 103 has one associated bill: Bill506.

- **RoomReservationExtras**:
  - The Room Reservation dynamically includes all RoomExtras (Extra1, Extra2, Extra3) incrementally during the stay. 

- **RoomReservationRoom**:
  - RoomReservation is associated with Room101.

- **BillRoomReservation**:
  - Bill 506 is linked to the complete Room Reservation, incorporating the ongoing charges for all extras and the room stay.

### Special Scenario Characteristics:
- The customer manages costs effectively, choosing a minimal initial booking with additional features purchased a la carte.
- Multiple small expenses accrue over the stay as add-ons reflecting changing daily needs rather than one-time upfront payments.
- This reflects a dynamic pricing and service selection environment model catering to flexible, budget-conscious usage patterns.
  
This instance showcases the flexibility and adaptability of the system to handle budget-centric decisions with evolving service use, reflecting variability in customer preferences and the incremental capture of accompanying costs.
<domain_model>
model HotelManagement

class Booking
attributes
    startDate : String
    endDate : String
    canceled : Boolean
    bookingId : Integer
    confirmed : Boolean
end

class Bill
attributes
    price : Real
    billId : Integer
end

class FreeRoomTypesDTO
attributes
    roomTypeDescription : String
    numBeds : Integer
    pricePerNight : Real
    numFreeRooms : Integer
end

class Customer
attributes
    firstName : String
    lastName : String
end

class RoomReservation
attributes
    checkInDate : String
    checkOutDate : String
end

class RoomExtra
attributes
    price : Real
    description : String
end

class Room
attributes
    numBeds : Integer
    pricePerNight : Real
    occupied : Boolean
    blocked : Boolean
    roomNumber : Integer
end

association BookingBill between
    Booking [1]
    Bill [0..*] role bills
end

association BookingCustomer between
    Booking [1]
    Customer [1] role customer
end

association BookingRoomReservation between
    Booking [1]
    RoomReservation [*] role roomReservations
end

association RoomReservationExtras between
    RoomReservation [1]
    RoomExtra [*] role roomExtras
end

association RoomReservationRoom between
    RoomReservation [1]
    Room [*] role room
end

association BillRoomReservation between
    Bill [1]
    RoomReservation [1] role roomReservation
end

constraints
context Bill inv positiveBill:
    self.price >= 0

context Bill inv uniqueBillId:
    Bill.allInstances->isUnique(b | b.billId)

context Room inv positiveNumBeds:
    self.numBeds > 0
</domain_model>

<object_model>
!new Customer('customer16')
!customer16.firstName := 'Thabo'
!customer16.lastName := 'Dlamini'

!new Booking('booking15')
!booking15.startDate := '15-01-2024'
!booking15.endDate := '22-01-2024'
!booking15.canceled := false
!booking15.bookingId := 103
!booking15.confirmed := true

!new RoomReservation('roomReservation15')
!roomReservation15.checkInDate := '15-01-2024'
!roomReservation15.checkOutDate := '22-01-2024'

!new Room('room15_101')
!room15_101.numBeds := 1
!room15_101.pricePerNight := 50.00
!room15_101.occupied := true
!room15_101.blocked := false
!room15_101.roomNumber := 101

!new RoomExtra('extra15_1')
!extra15_1.price := 5.00
!extra15_1.description := 'Daily Newspaper'

!new RoomExtra('extra15_2')
!extra15_2.price := 10.00
!extra15_2.description := 'One-Time Gym Access'

!new RoomExtra('extra15_3')
!extra15_3.price := 8.00
!extra15_3.description := 'Evening Snack Combo'

!new Bill('bill30')
!bill30.price := 453.00
!bill30.billId := 506

!insert (booking15, customer16) into BookingCustomer

!insert (booking15, roomReservation15) into BookingRoomReservation

!insert (booking15, bill30) into BookingBill

!insert (roomReservation15, room15_101) into RoomReservationRoom

!insert (roomReservation15, extra15_1) into RoomReservationExtras
!insert (roomReservation15, extra15_2) into RoomReservationExtras
!insert (roomReservation15, extra15_3) into RoomReservationExtras

!insert (bill30, roomReservation15) into BillRoomReservation
</object_model>
No judge system prompt available
No judge user prompt available
No Shannon Data for this model Available: AddressBook, Football, MyExpenses, PickupNet, Restaurant, VehicleRental, VideoClub
LLM as a Judge
Realistic

The object model represents a plausible 7-night hotel booking. The dates align correctly between the booking and the room reservation. The room details (1 bed, $50/night), the customer's name, and the room extras (Newspaper, Gym, Snacks) are highly realistic for a hotel domain. The total bill price of $453 is mathematically reasonable for a 7-night stay at $50/night plus the added extras.

Metrics
Stats i
Stats
Breakdown of the total cost and elapsed time for generating the instances.
  • Elapsed Time = Console Time (ie. Processing Time + API Calls)
  • Cost = (input tokens * input price) + (output tokens * output price)
Total Cost $0.10
Validation i
Validation
Measures the correctness of the instantiation using the USE check function.
  • Syntax = 1 - (Total Number of syntax errors [use check] / Total Number of lines [instance])
  • Multiplicities = 1 - (Total Number of multiplicities errors [use check] / Total Number of relationships ([instance] !insert))
  • Invariants = 1 - (Total Number of invariants errors [use check] / Total Number of invariants ([model] constraints))
Syntax 0/38
Multiplicities 0/8
Invariants 0/3
Diversity i
Diversity
Measures the variability of the generated instances. Attributes (NumericEquals, StringEquals, StringLv): It identifies how much the LLM repeats specific values versus generating unique data points across instances (100%: Diverse, 0%: Repetitive). We group all generated attributes into bags (numeric and string) and then perform pairwise comparisons between every element to obtain. Structure (GED): Measures the Graph Edit Distance (GED) similarity between instances. Distribution (Shannon): Measures the entropy and evenness (balanced distribution) of the generated enum values.
  • NumericEquals = Total number of numeric attribute pairs with different values / Total number of possible pairs (n * (n - 1) / 2)
  • StringEquals = Total number of string attribute pairs that are NOT exactly identical / Total number of possible pairs (n * (n - 1) / 2)
  • StringLv = Sum of (Levenshtein Distance(a, b) / max(length(a), length(b))) for all string pairs / Total number of possible pairs (n * (n - 1) / 2)
  • GED = Similarity = 1 - (GED / (0.5 * (GED_to_empty_A + GED_to_empty_B))). 1 = red = identical graphs, <=0.5 = green = different graphs. We consider as edit operations: Nodes, Edges, Node_Labels and Edge_Labels [https://github.com/a-coman/ged]
  • Shannon (Active) = Entropy / log2(Number of unique groups actually generated). Measures how evenly the generated values are distributed, considering only the categories the LLM actually used.
  • Shannon (All) = Entropy / log2(Total number of valid groups defined in the model). Measures how evenly the generated values are distributed against the full spectrum of all possible valid options defined in the .use file.
Numeric 100.0%
String Equals 94.4%
String LV 82.0%
Coverage i
Model Coverage
Measures the breadth of the instantiation. It answers: "How much of the structural blueprint (the model) was used?"
  • Classes = Total Unique Classes instantiated (!new) in the .soil / Total Number of classes (class) in the model .use
  • Attributes = Total Unique Attributes instantiated (!Class.Attribute or !set) in the .soil / Total Number of attributes (attributes) in the model .use
  • Relationships = Total Unique Relationships instantiated (!insert) in the .soil / Total Number of relationships (association, composition, aggregation) in the model .use
Classes 85.7%
Attributes 81.8%
Relationships 100.0%
Uncovered Items 5
Classes 1
FreeRoomTypesDTO
Attributes 4
FreeRoomTypesDTO.numBedsFreeRoomTypesDTO.numFreeRoomsFreeRoomTypesDTO.pricePerNightFreeRoomTypesDTO.roomTypeDescription
Instantiation i
Instance Instantiation
Measures the depth or density of the data. It answers: "Of the objects the LLM decided to create, how many of their available 'slots' did it fill?"
  • Classes = Total Number of classes (!new) in the instance / Total possible that could have been instantiated (infinity)
  • Attributes = Total Number of attributes (!Class.Attribute or !set) in the instance / Total possible that could have been instantiated (sum(number of classes instantiated of that type * Class.Attributes))
  • Relationships = Total Number of relationships (!insert) in the instance / Total possible that could have been instantiated (infinity)
Classes 8/∞
Attributes 22/22
Relationships 8/∞
Viewer
!new Customer('customer13')
!customer13.firstName := 'Deepak'
!customer13.lastName := 'Hegde'

!new Booking('booking12')
!booking12.startDate := '2024-01-05'
!booking12.endDate := '2024-01-12'
!booking12.canceled := false
!booking12.bookingId := 3003
!booking12.confirmed := true

!new RoomReservation('roomReservation12_1')
!roomReservation12_1.checkInDate := '2024-01-05'
!roomReservation12_1.checkOutDate := '2024-01-12'

!new RoomReservation('roomReservation12_2')
!roomReservation12_2.checkInDate := '2024-01-05'
!roomReservation12_2.checkOutDate := '2024-01-12'

!new RoomReservation('roomReservation12_3')
!roomReservation12_3.checkInDate := '2024-01-05'
!roomReservation12_3.checkOutDate := '2024-01-12'

!new Room('room12_801')
!room12_801.numBeds := 2
!room12_801.pricePerNight := 300.0
!room12_801.occupied := true
!room12_801.blocked := false
!room12_801.roomNumber := 801

!new Room('room12_802')
!room12_802.numBeds := 2
!room12_802.pricePerNight := 300.0
!room12_802.occupied := true
!room12_802.blocked := false
!room12_802.roomNumber := 802

!new Room('room12_901')
!room12_901.numBeds := 2
!room12_901.pricePerNight := 300.0
!room12_901.occupied := true
!room12_901.blocked := false
!room12_901.roomNumber := 901

!new Room('room12_902')
!room12_902.numBeds := 2
!room12_902.pricePerNight := 300.0
!room12_902.occupied := true
!room12_902.blocked := false
!room12_902.roomNumber := 902

!new Room('room12_1001')
!room12_1001.numBeds := 2
!room12_1001.pricePerNight := 300.0
!room12_1001.occupied := true
!room12_1001.blocked := false
!room12_1001.roomNumber := 1001

!new Bill('bill23')
!bill23.price := 4100.0
!bill23.billId := 701

!new Bill('bill24')
!bill24.price := 4300.0
!bill24.billId := 702

!new Bill('bill25')
!bill25.price := 2200.0
!bill25.billId := 703

!new RoomExtra('extra12_1')
!extra12_1.price := 20.0
!extra12_1.description := 'Vegetarian Breakfast'

!new RoomExtra('extra12_2')
!extra12_2.price := 35.0
!extra12_2.description := 'Mandarin Language Guide'

!new FreeRoomTypesDTO('freeRoomType10')
!freeRoomType10.roomTypeDescription := 'Family Double Room'
!freeRoomType10.numBeds := 2
!freeRoomType10.pricePerNight := 300.0
!freeRoomType10.numFreeRooms := 5

!insert (booking12, customer13) into BookingCustomer

!insert (booking12, roomReservation12_1) into BookingRoomReservation
!insert (booking12, roomReservation12_2) into BookingRoomReservation
!insert (booking12, roomReservation12_3) into BookingRoomReservation

!insert (booking12, bill23) into BookingBill
!insert (booking12, bill24) into BookingBill
!insert (booking12, bill25) into BookingBill

!insert (roomReservation12_1, room12_801) into RoomReservationRoom
!insert (roomReservation12_1, room12_802) into RoomReservationRoom

!insert (roomReservation12_2, room12_901) into RoomReservationRoom
!insert (roomReservation12_2, room12_902) into RoomReservationRoom

!insert (roomReservation12_3, room12_1001) into RoomReservationRoom

!insert (roomReservation12_1, extra12_1) into RoomReservationExtras
!insert (roomReservation12_2, extra12_2) into RoomReservationExtras

!insert (bill23, roomReservation12_1) into BillRoomReservation
!insert (bill24, roomReservation12_2) into BillRoomReservation
!insert (bill25, roomReservation12_3) into BillRoomReservation
model HotelManagement

class Booking
attributes
    startDate : String
    endDate : String
    canceled : Boolean
    bookingId : Integer
    confirmed : Boolean
end

class Bill
attributes
    price : Real
    billId : Integer
end

class FreeRoomTypesDTO
attributes
    roomTypeDescription : String
    numBeds : Integer
    pricePerNight : Real
    numFreeRooms : Integer
end

class Customer
attributes
    firstName : String
    lastName : String
end

class RoomReservation
attributes
    checkInDate : String
    checkOutDate : String
end

class RoomExtra
attributes
    price : Real
    description : String
end

class Room
attributes
    numBeds : Integer
    pricePerNight : Real
    occupied : Boolean
    blocked : Boolean
    roomNumber : Integer
end

association BookingBill between
    Booking [1]
    Bill [0..*] role bills
end

association BookingCustomer between
    Booking [1]
    Customer [1] role customer
end

association BookingRoomReservation between
    Booking [1]
    RoomReservation [*] role roomReservations
end

association RoomReservationExtras between
    RoomReservation [1]
    RoomExtra [*] role roomExtras
end

association RoomReservationRoom between
    RoomReservation [1]
    Room [*] role room
end

association BillRoomReservation between
    Bill [1]
    RoomReservation [1] role roomReservation
end

constraints
context Bill inv positiveBill:
    self.price >= 0

context Bill inv uniqueBillId:
    Bill.allInstances->isUnique(b | b.billId)

context Room inv positiveNumBeds:
    self.numBeds > 0
You are tasked with analyzing conceptual models represented as class diagrams and expressed in the UML-based specification environment using its native syntax. You must adhere to the following requirements: - Use very clear language. - Do not overexplain, be concise. - Multiplicities must be very clear and easy to understand.  You should follow the structure and requirements below: ## Description Start by explaining the overall structure and purpose of the model. ### Components Break down the components of the model (i.e., classes and attributes), describing each, their type and purpose.  ## Relationships Describe the relationships between the components of the model, dependencies and multiplicities (i.e., minimum and maximum number of instances of one class that can be associated with instances of another class). Describe the multiplicities at both ends of each association.  ## Invariants Define the invariants that apply to the model (i.e., those constraints that must be fulfilled).
Your task is to generate a complete and diverse instance, in plain English, for a given category and based on a provided conceptual model description. The instance must adhere to these requirements: - Be self-contained: Include all required attributes, relationships, and related entities in full detail. - Conform to the model: Fulfill the constraints, multiplicities, relationships, and attributes defined in the class diagram model. - Understand the context: Ensure that its attributes and relationships are relevant. - Avoid duplication of instances: Take into consideration those instances previously built to avoid redundancy. - Semantic diversity: From a semantic point of view, incorporate varied scenarios, including regional, linguistic, or cultural differences. - Structural diversity: Include instances with different numbers of elements, different numbers of relationships and complexity, and create varied examples by changing entity attributes.
You are tasked with creating instances of a conceptual model in the UML-based Specification Environment (USE). You will receive: 1. The UML class diagram that the instance follows. 2. A sample syntax of instances creation. 3. A description of the instance that needs to be created.  Your goal is to generate these instances based on the provided description, adhering strictly to these requirements: - The output must be in plain text, with no additional comments, descriptions, or explanations. - Ensure that the created instance adheres to the provided description. - Follow the syntax sample provided, without deviation. - Take into account previously created instances to avoid using duplicate naming.
<role>
You are an expert software and system modeler. You are able to assess the semantic quality of object models that have been created to conform to a domain model. The models are defined in USE (UML-based Specification Environment) and OCL (Object Constraint Language).

Your primary capability is "Semantic Reality Checking". You do not just check for syntactic correctness; you check for real-world plausibility and logical consistency within a given domain.
</role>

<context>
The user will provide two types of content:
1. **Domain Model (.use)**: A class diagram definition including classes, attributes, enums, relationships, multiplicities and roles.
2. **Object Model (.soil)**: An object model. This object model can be seen as a script composed of instructions for the creation of objects, relationships and setting attribute values (snapshot).

Your goal is to act as a judge to determine if the object model represents a **REALISTIC** scenario based on the domain model and common sense real-world logic.
</context>

<definitions>
- **Realistic**: The object model is syntactically correct AND semantically plausible (e.g., A 'Person' has an age between 0 and 120; a 'Car' has a positive price).
- **Unrealistic**: The object model contains contradictions, impossible physical values, or nonsensical relationships (e.g., A 'Person' is their own father; a 'Product' has a negative weight).
- **Doubtful**: You cannot determine whether the object model is realistic or not.
</definitions>

<instructions>
Follow this thinking process strictly before generating the final output:

1. **Analyze the Domain (.use)**: Understand the classes and what they represent in the real world.
2. **Analyze the Instances (.soil)**: Map the created objects to their classes. Look at the specific values assigned to attributes and the relationships created between objects.
3. **Evaluate Semantics**:
    - Apply "Common Sense Knowledge" to the attribute values.
    - Check cardinality and relationship logic beyond simple OCL constraints.
    - Identify any outliers or logical fallacies.
4. **Determine Verdict**: Select one of the defined labels (Realistic/Unrealistic/Doubtful).
</instructions>

<constraints>
- **Tone**: Objective, Analytical, Technical.
- **Verbosity**: Low. Be direct.
- **Reasoning**: The "Why" section must be concise and specific, citing variable names, objects, or relationships when possible.
- Do not output the internal thinking process. Only output the final formatted result.
</constraints>

<output_format>
Structure your response exactly as follows:

**Response**: [Realistic | Unrealistic | Doubtful]
**Why**: [Concise explanation of your reasoning. If Unrealistic, specify the exact objects, values or relationships that break realism.]
</output_format>

<examples>
Example 1:
Input:

<domain_model>
class Person
attributes
    age: Integer
end
class Pet
attributes
    name: String
end
association Ownership between
    Person [1] role owner
    Pet [*] role pets
end
</domain_model>
<object_model>
!new Person('p1')
!p1.age := 250
!new Pet('pet1')
!pet1.name := 'Luna'
… 1.000 more pets creation …
!pet1000.name := 'Max'
!insert (p1, pet1) into Ownership
…1.000 more pets associated with p1 …
!insert (p1, pet1000) into Ownership
</object_model>

Output:

**Response**: Unrealistic
**Why**: The object 'p1' of class 'Person' has an age of 250, which exceeds the biologically plausible lifespan of a human. Although it is not plausible that 1 same person owns 1.000 pets.


Example 2:
Input:

<domain_model>
class Car
attributes
    brand: String
end
class Person
attributes
    name: String
end
association Ownership between
    Person [1] role owner
    Car [*] role cars
end
</domain_model>
<object_model>
!new Person('p1')
!p1.age := 19
!new Car('c1')
!c1.brand := 'Toyota'
!insert (p1, c1) into Ownership
</object_model>

Output:

**Response**: Realistic
**Why**: The object 'c1' has a valid, recognized real-world car brand assigned, and its plausible that a teenager has only one car.


Example 3:
Input:

<domain_model>
class Component
attributes
    setting_val: Integer
    config_mode: String
end
</domain_model>
<object_model>
!new Component('c1')
!c1.setting_val := 8080
!c1.config_mode := 'Legacy'
</object_model>

Output:

**Response**: Doubtful
**Why**: The class 'Component' and attribute 'setting_val' are generic and lack specific real-world semantic context. Without knowing what specific physical or software system this represents, it is impossible to determine if '8080' is a realistic value or an outlier.

</examples>
Analyze the following UML class diagram:
model HotelManagement

class Booking
attributes
    startDate : String
    endDate : String
    canceled : Boolean
    bookingId : Integer
    confirmed : Boolean
end

class Bill
attributes
    price : Real
    billId : Integer
end

class FreeRoomTypesDTO
attributes
    roomTypeDescription : String
    numBeds : Integer
    pricePerNight : Real
    numFreeRooms : Integer
end

class Customer
attributes
    firstName : String
    lastName : String
end

class RoomReservation
attributes
    checkInDate : String
    checkOutDate : String
end

class RoomExtra
attributes
    price : Real
    description : String
end

class Room
attributes
    numBeds : Integer
    pricePerNight : Real
    occupied : Boolean
    blocked : Boolean
    roomNumber : Integer
end

association BookingBill between
    Booking [1]
    Bill [0..*] role bills
end

association BookingCustomer between
    Booking [1]
    Customer [1] role customer
end

association BookingRoomReservation between
    Booking [1]
    RoomReservation [*] role roomReservations
end

association RoomReservationExtras between
    RoomReservation [1]
    RoomExtra [*] role roomExtras
end

association RoomReservationRoom between
    RoomReservation [1]
    Room [*] role room
end

association BillRoomReservation between
    Bill [1]
    RoomReservation [1] role roomReservation
end

constraints
context Bill inv positiveBill:
    self.price >= 0

context Bill inv uniqueBillId:
    Bill.allInstances->isUnique(b | b.billId)

context Room inv positiveNumBeds:
    self.numBeds > 0
For the same category and model description, generate another instance that is structurally and semantically different from the previous ones
Continue with the following description, creating the instance according to the syntax example and this specification: 
## Instance: Cultural Festival Group Booking

### Scenario Description:
A travel group led by Mr. Deepak Hegde from India plans to attend the Harbin Ice Festival in China. This instance reveals the complexity of handling a large group’s booking under cultural requirements, emphasizing food preferences and room sharing within family units.

#### Booking
- **startDate**: "2024-01-05"
- **endDate**: "2024-01-12"
- **canceled**: False
- **bookingId**: 3003
- **confirmed**: True

#### Customer
- **firstName**: Deepak
- **lastName**: Hegde

#### RoomReservations (Handling multiple family groups)
- **RoomReservation 1**:
  - **checkInDate**: "2024-01-05"
  - **checkOutDate**: "2024-01-12"
  - **Associated Rooms**:
    - **Room 801**: Family Double Room
    - **Room 802**: Family Double Room

- **RoomReservation 2**:
  - **checkInDate**: "2024-01-05"
  - **checkOutDate**: "2024-01-12"
  - **Associated Rooms**:
    - **Room 901**: Family Double Room
    - **Room 902**: Family Double Room

- **RoomReservation 3**:
  - **checkInDate**: "2024-01-05"
  - **checkOutDate**: "2024-01-12"
  - **Associated Rooms**:
    - **Room 1001**: Deluxe Double Room

#### Bills
- **Bill 1** (linked to RoomReservation 1):
  - **price**: 4100.0
  - **billId**: 701

- **Bill 2** (linked to RoomReservation 2):
  - **price**: 4300.0
  - **billId**: 702

- **Bill 3** (linked to RoomReservation 3):
  - **price**: 2200.0
  - **billId**: 703

#### FreeRoomTypesDTO (For Reference)
- **roomTypeDescription**: "Family Double Room"
- **numBeds**: 2
- **pricePerNight**: 300.0
- **numFreeRooms**: 5

#### Room
- **Room 801**:
  - **numBeds**: 2
  - **pricePerNight**: 300.0
  - **occupied**: True
  - **blocked**: False
  - **roomNumber**: 801
- **Room 902**:
  - **numBeds**: 2
  - **pricePerNight**: 300.0
  - **occupied**: True
  - **blocked**: False
  - **roomNumber**: 902

#### RoomExtra (Culturally specific extras for reservations)
- **RoomExtra 1**:
  - **price**: 20.0
  - **description**: "Vegetarian Breakfast"
- **RoomExtra 2**:
  - **price**: 35.0
  - **description**: "Mandarin Language Guide"

### Violation Note:
This instance underscores the model's challenges in accommodating cultural and familial booking specifics. The large group and their unique needs, such as room type distributions and dietary considerations, point to an overly simple booking association. It highlights how the current model can restrict larger and more diverse group management, especially when cultural contexts demand specific concessions.
<domain_model>
model HotelManagement

class Booking
attributes
    startDate : String
    endDate : String
    canceled : Boolean
    bookingId : Integer
    confirmed : Boolean
end

class Bill
attributes
    price : Real
    billId : Integer
end

class FreeRoomTypesDTO
attributes
    roomTypeDescription : String
    numBeds : Integer
    pricePerNight : Real
    numFreeRooms : Integer
end

class Customer
attributes
    firstName : String
    lastName : String
end

class RoomReservation
attributes
    checkInDate : String
    checkOutDate : String
end

class RoomExtra
attributes
    price : Real
    description : String
end

class Room
attributes
    numBeds : Integer
    pricePerNight : Real
    occupied : Boolean
    blocked : Boolean
    roomNumber : Integer
end

association BookingBill between
    Booking [1]
    Bill [0..*] role bills
end

association BookingCustomer between
    Booking [1]
    Customer [1] role customer
end

association BookingRoomReservation between
    Booking [1]
    RoomReservation [*] role roomReservations
end

association RoomReservationExtras between
    RoomReservation [1]
    RoomExtra [*] role roomExtras
end

association RoomReservationRoom between
    RoomReservation [1]
    Room [*] role room
end

association BillRoomReservation between
    Bill [1]
    RoomReservation [1] role roomReservation
end

constraints
context Bill inv positiveBill:
    self.price >= 0

context Bill inv uniqueBillId:
    Bill.allInstances->isUnique(b | b.billId)

context Room inv positiveNumBeds:
    self.numBeds > 0
</domain_model>

<object_model>
!new Customer('customer13')
!customer13.firstName := 'Deepak'
!customer13.lastName := 'Hegde'

!new Booking('booking12')
!booking12.startDate := '2024-01-05'
!booking12.endDate := '2024-01-12'
!booking12.canceled := false
!booking12.bookingId := 3003
!booking12.confirmed := true

!new RoomReservation('roomReservation12_1')
!roomReservation12_1.checkInDate := '2024-01-05'
!roomReservation12_1.checkOutDate := '2024-01-12'

!new RoomReservation('roomReservation12_2')
!roomReservation12_2.checkInDate := '2024-01-05'
!roomReservation12_2.checkOutDate := '2024-01-12'

!new RoomReservation('roomReservation12_3')
!roomReservation12_3.checkInDate := '2024-01-05'
!roomReservation12_3.checkOutDate := '2024-01-12'

!new Room('room12_801')
!room12_801.numBeds := 2
!room12_801.pricePerNight := 300.0
!room12_801.occupied := true
!room12_801.blocked := false
!room12_801.roomNumber := 801

!new Room('room12_802')
!room12_802.numBeds := 2
!room12_802.pricePerNight := 300.0
!room12_802.occupied := true
!room12_802.blocked := false
!room12_802.roomNumber := 802

!new Room('room12_901')
!room12_901.numBeds := 2
!room12_901.pricePerNight := 300.0
!room12_901.occupied := true
!room12_901.blocked := false
!room12_901.roomNumber := 901

!new Room('room12_902')
!room12_902.numBeds := 2
!room12_902.pricePerNight := 300.0
!room12_902.occupied := true
!room12_902.blocked := false
!room12_902.roomNumber := 902

!new Room('room12_1001')
!room12_1001.numBeds := 2
!room12_1001.pricePerNight := 300.0
!room12_1001.occupied := true
!room12_1001.blocked := false
!room12_1001.roomNumber := 1001

!new Bill('bill23')
!bill23.price := 4100.0
!bill23.billId := 701

!new Bill('bill24')
!bill24.price := 4300.0
!bill24.billId := 702

!new Bill('bill25')
!bill25.price := 2200.0
!bill25.billId := 703

!new RoomExtra('extra12_1')
!extra12_1.price := 20.0
!extra12_1.description := 'Vegetarian Breakfast'

!new RoomExtra('extra12_2')
!extra12_2.price := 35.0
!extra12_2.description := 'Mandarin Language Guide'

!new FreeRoomTypesDTO('freeRoomType10')
!freeRoomType10.roomTypeDescription := 'Family Double Room'
!freeRoomType10.numBeds := 2
!freeRoomType10.pricePerNight := 300.0
!freeRoomType10.numFreeRooms := 5

!insert (booking12, customer13) into BookingCustomer

!insert (booking12, roomReservation12_1) into BookingRoomReservation
!insert (booking12, roomReservation12_2) into BookingRoomReservation
!insert (booking12, roomReservation12_3) into BookingRoomReservation

!insert (booking12, bill23) into BookingBill
!insert (booking12, bill24) into BookingBill
!insert (booking12, bill25) into BookingBill

!insert (roomReservation12_1, room12_801) into RoomReservationRoom
!insert (roomReservation12_1, room12_802) into RoomReservationRoom

!insert (roomReservation12_2, room12_901) into RoomReservationRoom
!insert (roomReservation12_2, room12_902) into RoomReservationRoom

!insert (roomReservation12_3, room12_1001) into RoomReservationRoom

!insert (roomReservation12_1, extra12_1) into RoomReservationExtras
!insert (roomReservation12_2, extra12_2) into RoomReservationExtras

!insert (bill23, roomReservation12_1) into BillRoomReservation
!insert (bill24, roomReservation12_2) into BillRoomReservation
!insert (bill25, roomReservation12_3) into BillRoomReservation
</object_model>
No judge system prompt available
No judge user prompt available
No Shannon Data for this model Available: AddressBook, Football, MyExpenses, PickupNet, Restaurant, VehicleRental, VideoClub
LLM as a Judge
Realistic

The object model represents a coherent real-world scenario where a customer makes a booking for multiple rooms divided into three smaller reservations logically spanning the same dates. The billed amounts ($4100, $4300, $2200) closely align with the physical reality of paying for the assigned rooms acting at $300/night for a 7-night stay, including plausible variations for taxes or discounts. The attributes, dates, and relationships all demonstrate logical consistency.

Metrics
Stats i
Stats
Breakdown of the total cost and elapsed time for generating the instances.
  • Elapsed Time = Console Time (ie. Processing Time + API Calls)
  • Cost = (input tokens * input price) + (output tokens * output price)
Total Cost $0.09
Validation i
Validation
Measures the correctness of the instantiation using the USE check function.
  • Syntax = 1 - (Total Number of syntax errors [use check] / Total Number of lines [instance])
  • Multiplicities = 1 - (Total Number of multiplicities errors [use check] / Total Number of relationships ([instance] !insert))
  • Invariants = 1 - (Total Number of invariants errors [use check] / Total Number of invariants ([model] constraints))
Syntax 0/85
Multiplicities 0/17
Invariants 0/3
Diversity i
Diversity
Measures the variability of the generated instances. Attributes (NumericEquals, StringEquals, StringLv): It identifies how much the LLM repeats specific values versus generating unique data points across instances (100%: Diverse, 0%: Repetitive). We group all generated attributes into bags (numeric and string) and then perform pairwise comparisons between every element to obtain. Structure (GED): Measures the Graph Edit Distance (GED) similarity between instances. Distribution (Shannon): Measures the entropy and evenness (balanced distribution) of the generated enum values.
  • NumericEquals = Total number of numeric attribute pairs with different values / Total number of possible pairs (n * (n - 1) / 2)
  • StringEquals = Total number of string attribute pairs that are NOT exactly identical / Total number of possible pairs (n * (n - 1) / 2)
  • StringLv = Sum of (Levenshtein Distance(a, b) / max(length(a), length(b))) for all string pairs / Total number of possible pairs (n * (n - 1) / 2)
  • GED = Similarity = 1 - (GED / (0.5 * (GED_to_empty_A + GED_to_empty_B))). 1 = red = identical graphs, <=0.5 = green = different graphs. We consider as edit operations: Nodes, Edges, Node_Labels and Edge_Labels [https://github.com/a-coman/ged]
  • Shannon (Active) = Entropy / log2(Number of unique groups actually generated). Measures how evenly the generated values are distributed, considering only the categories the LLM actually used.
  • Shannon (All) = Entropy / log2(Total number of valid groups defined in the model). Measures how evenly the generated values are distributed against the full spectrum of all possible valid options defined in the .use file.
Numeric 91.5%
String Equals 84.6%
String LV 66.5%
Coverage i
Model Coverage
Measures the breadth of the instantiation. It answers: "How much of the structural blueprint (the model) was used?"
  • Classes = Total Unique Classes instantiated (!new) in the .soil / Total Number of classes (class) in the model .use
  • Attributes = Total Unique Attributes instantiated (!Class.Attribute or !set) in the .soil / Total Number of attributes (attributes) in the model .use
  • Relationships = Total Unique Relationships instantiated (!insert) in the .soil / Total Number of relationships (association, composition, aggregation) in the model .use
Classes 100.0%
Attributes 100.0%
Relationships 100.0%
Instantiation i
Instance Instantiation
Measures the depth or density of the data. It answers: "Of the objects the LLM decided to create, how many of their available 'slots' did it fill?"
  • Classes = Total Number of classes (!new) in the instance / Total possible that could have been instantiated (infinity)
  • Attributes = Total Number of attributes (!Class.Attribute or !set) in the instance / Total possible that could have been instantiated (sum(number of classes instantiated of that type * Class.Attributes))
  • Relationships = Total Number of relationships (!insert) in the instance / Total possible that could have been instantiated (infinity)
Classes 16/∞
Attributes 52/52
Relationships 17/∞