HotelManagement / gen2

Viewer
!new Booking('booking3')
!booking3.startDate := '2024-01-05'
!booking3.endDate := '2024-01-12'
!booking3.canceled := true
!booking3.bookingId := 103
!booking3.confirmed := false

!new Bill('bill3')
!bill3.price := 0.00
!bill3.billId := 5003

!new Customer('customer3')
!customer3.firstName := 'Charlie'
!customer3.lastName := 'Davis'

!new RoomReservation('reservation3')
!reservation3.checkInDate := '2024-01-05'
!reservation3.checkOutDate := '2024-01-12'

!new Room('room103')
!room103.numBeds := 1
!room103.pricePerNight := 80.00
!room103.occupied := false
!room103.blocked := true
!room103.roomNumber := 103

!new Room('room104')
!room104.numBeds := 1
!room104.pricePerNight := 85.00
!room104.occupied := false
!room104.blocked := false
!room104.roomNumber := 104

!new RoomExtra('extra3')
!extra3.price := 30.00
!extra3.description := 'Late Checkout'

!insert (booking3, bill3) into BookingBill
!insert (booking3, customer3) into BookingCustomer
!insert (booking3, reservation3) into BookingRoomReservation
!insert (reservation3, extra3) into RoomReservationExtras
!insert (reservation3, room103) into RoomReservationRoom
!insert (reservation3, room104) into RoomReservationRoom
!insert (bill3, reservation3) 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('booking3')
!booking3.startDate := '2024-01-05'
!booking3.endDate := '2024-01-12'
!booking3.canceled := true
!booking3.bookingId := 103
!booking3.confirmed := false

!new Bill('bill3')
!bill3.price := 0.00
!bill3.billId := 5003

!new Customer('customer3')
!customer3.firstName := 'Charlie'
!customer3.lastName := 'Davis'

!new RoomReservation('reservation3')
!reservation3.checkInDate := '2024-01-05'
!reservation3.checkOutDate := '2024-01-12'

!new Room('room103')
!room103.numBeds := 1
!room103.pricePerNight := 80.00
!room103.occupied := false
!room103.blocked := true
!room103.roomNumber := 103

!new Room('room104')
!room104.numBeds := 1
!room104.pricePerNight := 85.00
!room104.occupied := false
!room104.blocked := false
!room104.roomNumber := 104

!new RoomExtra('extra3')
!extra3.price := 30.00
!extra3.description := 'Late Checkout'

!insert (booking3, bill3) into BookingBill
!insert (booking3, customer3) into BookingCustomer
!insert (booking3, reservation3) into BookingRoomReservation
!insert (reservation3, extra3) into RoomReservationExtras
!insert (reservation3, room103) into RoomReservationRoom
!insert (reservation3, room104) into RoomReservationRoom
!insert (bill3, reservation3) 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 valid scenario of a canceled hotel booking. The dates align correctly, associated room prices and bed counts are positive, and the bill having a price of 0.00 logically reflects that the customer was not charged for a canceled, unconfirmed reservation. Associating multiple rooms and an extra with the reservation prior to cancellation is also plausible.

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 0/37
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 95.6%
String Equals 90.5%
String LV 72.8%
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 23/23
Relationships 7/∞
Viewer
!new Customer('customer8')
!customer8.firstName := 'Akira'
!customer8.lastName := 'Nakamura'

!new Booking('booking8')
!booking8.startDate := '2023-12-01'
!booking8.endDate := '2023-12-10'
!booking8.canceled := false
!booking8.bookingId := 102
!booking8.confirmed := true

!new Bill('bill16')
!bill16.price := 1800.0
!bill16.billId := 301

!new Bill('bill17')
!bill17.price := 300.0
!bill17.billId := 302

!new FreeRoomTypesDTO('freeRoomType7')
!freeRoomType7.roomTypeDescription := 'Family Suite'
!freeRoomType7.numBeds := 4
!freeRoomType7.pricePerNight := 200.0
!freeRoomType7.numFreeRooms := 1

!new RoomReservation('roomReservation8_1')
!roomReservation8_1.checkInDate := '2023-12-01'
!roomReservation8_1.checkOutDate := '2023-12-10'

!new RoomReservation('roomReservation8_2')
!roomReservation8_2.checkInDate := '2023-12-01'
!roomReservation8_2.checkOutDate := '2023-12-10'

!new RoomExtra('extra8_1')
!extra8_1.price := 80.0
!extra8_1.description := 'Daily Room Service'

!new RoomExtra('extra8_2')
!extra8_2.price := 220.0
!extra8_2.description := 'City Tour Package'

!new Room('room8_401')
!room8_401.numBeds := 2
!room8_401.pricePerNight := 200.0
!room8_401.occupied := true
!room8_401.blocked := false
!room8_401.roomNumber := 401

!new Room('room8_402')
!room8_402.numBeds := 2
!room8_402.pricePerNight := 200.0
!room8_402.occupied := true
!room8_402.blocked := false
!room8_402.roomNumber := 402

!insert (booking8, customer8) into BookingCustomer

!insert (booking8, bill16) into BookingBill
!insert (booking8, bill17) into BookingBill

!insert (booking8, roomReservation8_1) into BookingRoomReservation
!insert (booking8, roomReservation8_2) into BookingRoomReservation

!insert (roomReservation8_1, room8_401) into RoomReservationRoom
!insert (roomReservation8_2, room8_402) into RoomReservationRoom

!insert (roomReservation8_1, extra8_1) into RoomReservationExtras
!insert (roomReservation8_2, extra8_2) into RoomReservationExtras

!insert (bill16, roomReservation8_1) into BillRoomReservation
!insert (bill17, roomReservation8_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: Extended Family Vacation Scenario

### Entities and Attributes:

1. **Customer**
   - `firstName`: Akira
   - `lastName`: Nakamura

2. **Booking**
   - `startDate`: "2023-12-01"
   - `endDate`: "2023-12-10"
   - `canceled`: false
   - `bookingId`: 102
   - `confirmed`: true

3. **Bill** (For room reservation charges)
   - `price`: 1800.0
   - `billId`: 301

4. **Bill** (For dining services)
   - `price`: 300.0
   - `billId`: 302

5. **FreeRoomTypesDTO**
   - `roomTypeDescription`: "Family Suite"
   - `numBeds`: 4
   - `pricePerNight`: 200.0
   - `numFreeRooms`: 1

6. **RoomReservation** (For the parents' room)
   - `checkInDate`: "2023-12-01"
   - `checkOutDate`: "2023-12-10"

7. **RoomReservation** (For the children’s room)
   - `checkInDate`: "2023-12-01"
   - `checkOutDate`: "2023-12-10"

8. **RoomExtra** (Room service)
   - `price`: 80.0
   - `description`: "Daily Room Service"

9. **RoomExtra** (Tour Package)
   - `price`: 220.0
   - `description`: "City Tour Package"

10. **Room** (For parents)
    - `numBeds`: 2
    - `pricePerNight`: 200.0
    - `occupied`: true
    - `blocked`: false
    - `roomNumber`: 401

11. **Room** (For children)
    - `numBeds`: 2
    - `pricePerNight`: 200.0
    - `occupied`: true
    - `blocked`: false
    - `roomNumber`: 402

### Relationships and Associations:

1. **BookingCustomer**
   - The Booking with `bookingId` 102 is associated with Customer Akira Nakamura.

2. **BookingBill**
   - The Booking with `bookingId` 102 is associated with Bills `billId` 301 and `billId` 302.

3. **BookingRoomReservation**
   - The Booking with `bookingId` 102 is associated with two Room Reservations; one for the parents' room and one for the children’s room.

4. **RoomReservationExtras**
   - The Room Reservation for the parents' room includes RoomExtra: Room Service (`description`: "Daily Room Service", `price`: 80.0).
   - The Room Reservation for the children’s room includes RoomExtra: Tour Package (`description`: "City Tour Package", `price`: 220.0).

5. **RoomReservationRoom**
   - The Room Reservation for the parents is associated with Room number 401, which has 2 beds.
   - The Room Reservation for the children is associated with Room number 402, which also has 2 beds.

6. **BillRoomReservation**
   - Bill `billId` 301 is associated with both Room Reservations for the room charges.
   - Bill `billId` 302 is associated with the parents' Room Reservation for additional dining services.

### Invariants:
- `positiveBill`: Both bill prices, 1800.0 and 300.0, are non-negative.
- `uniqueBillId`: `billId` 301 and `billId` 302 are unique.
- `positiveNumBeds`: Rooms 401 and 402 each have more than 0 beds (`numBeds`: 2).

This instance illustrates a more complex family vacation scenario involving multiple room reservations for a family, showcasing various services like room service and tours, adhering to the model's structural multiplicities and logical semantic diversity.
The last output is partially incorrect: 
checking structure...
Multiplicity constraint violation in association `BillRoomReservation':
  Object `bill16' of class `Bill' is connected to 2 objects of class `RoomReservation'
  at association end `roomReservation' but the multiplicity is specified as `1'.
Multiplicity constraint violation in association `BillRoomReservation':
  Object `roomReservation8_1' of class `RoomReservation' is connected to 2 objects of class `Bill'
  at association end `bill' 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('customer8')
!customer8.firstName := 'Akira'
!customer8.lastName := 'Nakamura'

!new Booking('booking8')
!booking8.startDate := '2023-12-01'
!booking8.endDate := '2023-12-10'
!booking8.canceled := false
!booking8.bookingId := 102
!booking8.confirmed := true

!new Bill('bill16')
!bill16.price := 1800.0
!bill16.billId := 301

!new Bill('bill17')
!bill17.price := 300.0
!bill17.billId := 302

!new FreeRoomTypesDTO('freeRoomType7')
!freeRoomType7.roomTypeDescription := 'Family Suite'
!freeRoomType7.numBeds := 4
!freeRoomType7.pricePerNight := 200.0
!freeRoomType7.numFreeRooms := 1

!new RoomReservation('roomReservation8_1')
!roomReservation8_1.checkInDate := '2023-12-01'
!roomReservation8_1.checkOutDate := '2023-12-10'

!new RoomReservation('roomReservation8_2')
!roomReservation8_2.checkInDate := '2023-12-01'
!roomReservation8_2.checkOutDate := '2023-12-10'

!new RoomExtra('extra8_1')
!extra8_1.price := 80.0
!extra8_1.description := 'Daily Room Service'

!new RoomExtra('extra8_2')
!extra8_2.price := 220.0
!extra8_2.description := 'City Tour Package'

!new Room('room8_401')
!room8_401.numBeds := 2
!room8_401.pricePerNight := 200.0
!room8_401.occupied := true
!room8_401.blocked := false
!room8_401.roomNumber := 401

!new Room('room8_402')
!room8_402.numBeds := 2
!room8_402.pricePerNight := 200.0
!room8_402.occupied := true
!room8_402.blocked := false
!room8_402.roomNumber := 402

!insert (booking8, customer8) into BookingCustomer

!insert (booking8, bill16) into BookingBill
!insert (booking8, bill17) into BookingBill

!insert (booking8, roomReservation8_1) into BookingRoomReservation
!insert (booking8, roomReservation8_2) into BookingRoomReservation

!insert (roomReservation8_1, room8_401) into RoomReservationRoom
!insert (roomReservation8_2, room8_402) into RoomReservationRoom

!insert (roomReservation8_1, extra8_1) into RoomReservationExtras
!insert (roomReservation8_2, extra8_2) into RoomReservationExtras

!insert (bill16, roomReservation8_1) into BillRoomReservation
!insert (bill17, roomReservation8_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 uses valid and logical string formats for dates, sensible real-world combinations of prices (e.g., 200/night room, 220 for a city tour package, 80 for room service), and correct boolean states (confirmed=true, canceled=false). Multiplicities and real-world hotel booking structures (a single customer booking multiple rooms with separate bills and specific extras) are mapped coherently.

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 $0.12
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 96.7%
String Equals 89.1%
String LV 72.2%
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 11/∞
Attributes 33/33
Relationships 11/∞
Viewer
!new Customer('customer6')
!customer6.firstName := 'Jorge'
!customer6.lastName := 'Ruiz'

!new Booking('booking6')
!booking6.startDate := '2024-06-01'
!booking6.endDate := '2024-06-05'
!booking6.canceled := true
!booking6.bookingId := 202
!booking6.confirmed := false

!new Bill('bill12')
!bill12.price := 500.0
!bill12.billId := 601

!new FreeRoomTypesDTO('freeRoomType5')
!freeRoomType5.roomTypeDescription := 'Single Room'
!freeRoomType5.numBeds := 1
!freeRoomType5.pricePerNight := 50.00
!freeRoomType5.numFreeRooms := 5

!new RoomReservation('roomReservation6')
!roomReservation6.checkInDate := '2024-06-01'
!roomReservation6.checkOutDate := '2024-06-05'

!new RoomExtra('extra6_1')
!extra6_1.price := 30.0
!extra6_1.description := 'Airport Pickup Service'

!new RoomExtra('extra6_2')
!extra6_2.price := 10.0
!extra6_2.description := 'Late Check-out'

!new Room('room6_401')
!room6_401.numBeds := 2
!room6_401.pricePerNight := 75.0
!room6_401.occupied := true
!room6_401.blocked := false
!room6_401.roomNumber := 401

!new Room('room6_402')
!room6_402.numBeds := 3
!room6_402.pricePerNight := 120.0
!room6_402.occupied := false
!room6_402.blocked := false
!room6_402.roomNumber := 402

!insert (booking6, customer6) into BookingCustomer

!insert (booking6, bill12) into BookingBill

!insert (booking6, roomReservation6) into BookingRoomReservation

!insert (roomReservation6, extra6_1) into RoomReservationExtras
!insert (roomReservation6, extra6_2) into RoomReservationExtras

!insert (roomReservation6, room6_401) into RoomReservationRoom
!insert (roomReservation6, room6_402) into RoomReservationRoom

!insert (bill12, roomReservation6) 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: 
## Alternative Boundary Case Instance for Hotel Management

### Booking Details
- **Booking 202**:
  - `startDate`: "2024-06-01"
  - `endDate`: "2024-06-05"
  - `canceled`: True (Exploring a canceled booking case)
  - `bookingId`: 202
  - `confirmed`: False (A booking that was canceled before confirmation)

### Customer
- **Jorge Ruiz**:
  - `firstName`: "Jorge"
  - `lastName`: "Ruiz"

### Bills
1. **Bill 601**:
   - `price`: 500.0
   - `billId`: 601 (Unique identifier ensuring diversity from other instances)

### FreeRoomTypesDTO
- **Free Room Type Details**:
  - `roomTypeDescription`: "Single Room"
  - `numBeds`: 1 (Testing lower boundary for room types)
  - `pricePerNight`: 50.00 (Affordable single room, lower end of price scale)
  - `numFreeRooms`: 5

### RoomReservation
- **Reservation for Booking 202**:
  - `checkInDate`: "2024-06-01"
  - `checkOutDate`: "2024-06-05"

### RoomExtras
1. **Room Extra 3**:
   - `price`: 30.0
   - `description`: "Airport Pickup Service"

2. **Room Extra 4**:
   - `price`: 10.0
   - `description`: "Late Check-out"

### Rooms
1. **Room 401**:
   - `numBeds`: 2 (A more standard configuration room to test ordinary case)
   - `pricePerNight`: 75.0
   - `occupied`: True
   - `blocked`: False
   - `roomNumber`: 401

2. **Room 402**:
   - `numBeds`: 3 (Testing mid-range in bed number)
   - `pricePerNight`: 120.0
   - `occupied`: False
   - `blocked`: False
   - `roomNumber`: 402

### Relationships
- **Booking 202 to Jorge Ruiz**: Following the model's rule of one booking per customer, even if canceled.
- **Booking 202 to Bill**: Associates with Bill 601, reflecting a partially fulfilled service.
- **Booking 202 to Room Reservation**: Reflects the booking intentions despite cancellation.
- **Room Reservation to Extras**: Including moderately priced services, Room Extra 3 and Room Extra 4.
- **Room Reservation to Rooms**: Encompassing Room 401, a common configuration, and Room 402 to explore diversity.

This instance examines boundary scenarios with a focus on canceled bookings, minimum bed numbers, and unique room configurations, contrasting with the previous instance by presenting different states, such as canceled bookings and unconfirmed reservations.
<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('customer6')
!customer6.firstName := 'Jorge'
!customer6.lastName := 'Ruiz'

!new Booking('booking6')
!booking6.startDate := '2024-06-01'
!booking6.endDate := '2024-06-05'
!booking6.canceled := true
!booking6.bookingId := 202
!booking6.confirmed := false

!new Bill('bill12')
!bill12.price := 500.0
!bill12.billId := 601

!new FreeRoomTypesDTO('freeRoomType5')
!freeRoomType5.roomTypeDescription := 'Single Room'
!freeRoomType5.numBeds := 1
!freeRoomType5.pricePerNight := 50.00
!freeRoomType5.numFreeRooms := 5

!new RoomReservation('roomReservation6')
!roomReservation6.checkInDate := '2024-06-01'
!roomReservation6.checkOutDate := '2024-06-05'

!new RoomExtra('extra6_1')
!extra6_1.price := 30.0
!extra6_1.description := 'Airport Pickup Service'

!new RoomExtra('extra6_2')
!extra6_2.price := 10.0
!extra6_2.description := 'Late Check-out'

!new Room('room6_401')
!room6_401.numBeds := 2
!room6_401.pricePerNight := 75.0
!room6_401.occupied := true
!room6_401.blocked := false
!room6_401.roomNumber := 401

!new Room('room6_402')
!room6_402.numBeds := 3
!room6_402.pricePerNight := 120.0
!room6_402.occupied := false
!room6_402.blocked := false
!room6_402.roomNumber := 402

!insert (booking6, customer6) into BookingCustomer

!insert (booking6, bill12) into BookingBill

!insert (booking6, roomReservation6) into BookingRoomReservation

!insert (roomReservation6, extra6_1) into RoomReservationExtras
!insert (roomReservation6, extra6_2) into RoomReservationExtras

!insert (roomReservation6, room6_401) into RoomReservationRoom
!insert (roomReservation6, room6_402) into RoomReservationRoom

!insert (bill12, roomReservation6) 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 hotel booking scenario. The attribute values for prices, dates, room capacities, and customer names are realistic. A canceled, unconfirmed booking can still have an associated bill (e.g., representing a deposit or cancellation fee) and specific rooms tied to the reservation history.

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 $0.05
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 0/46
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 81.2%
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 9/∞
Attributes 29/29
Relationships 8/∞
Viewer
!new Customer('customer9')
!customer9.firstName := 'Liam'
!customer9.lastName := 'MacGregor'

!new Booking('booking9')
!booking9.startDate := '2023-12-05'
!booking9.endDate := '2023-12-12'
!booking9.canceled := false
!booking9.bookingId := 1015
!booking9.confirmed := true

!new Bill('bill18')
!bill18.price := 850.00
!bill18.billId := 3015

!new Bill('bill19')
!bill19.price := 860.00
!bill19.billId := 3016

!new RoomReservation('roomReservation9_1')
!roomReservation9_1.checkInDate := '2023-12-05'
!roomReservation9_1.checkOutDate := '2023-12-09'

!new RoomReservation('roomReservation9_2')
!roomReservation9_2.checkInDate := '2023-12-09'
!roomReservation9_2.checkOutDate := '2023-12-12'

!new Room('room9_203')
!room9_203.numBeds := 1
!room9_203.pricePerNight := 120.00
!room9_203.occupied := true
!room9_203.blocked := false
!room9_203.roomNumber := 203

!new Room('room9_208')
!room9_208.numBeds := 2
!room9_208.pricePerNight := 180.00
!room9_208.occupied := true
!room9_208.blocked := false
!room9_208.roomNumber := 208

!new RoomExtra('extra9_1')
!extra9_1.price := 40.00
!extra9_1.description := 'Traditional Scottish Breakfast'

!new RoomExtra('extra9_2')
!extra9_2.price := 60.00
!extra9_2.description := 'Guided Highland Tour with Lunch'

!new FreeRoomTypesDTO('freeRoomType8')
!freeRoomType8.roomTypeDescription := 'Family Room with Mountain View'
!freeRoomType8.numBeds := 3
!freeRoomType8.pricePerNight := 210.00
!freeRoomType8.numFreeRooms := 2

!insert (booking9, customer9) into BookingCustomer

!insert (booking9, bill18) into BookingBill
!insert (booking9, bill19) into BookingBill

!insert (booking9, roomReservation9_1) into BookingRoomReservation
!insert (booking9, roomReservation9_2) into BookingRoomReservation

!insert (roomReservation9_1, room9_203) into RoomReservationRoom
!insert (roomReservation9_1, extra9_1) into RoomReservationExtras

!insert (roomReservation9_2, room9_208) into RoomReservationRoom
!insert (roomReservation9_2, extra9_2) into RoomReservationExtras

!insert (bill18, roomReservation9_1) into BillRoomReservation
!insert (bill19, roomReservation9_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 Highland Retreat, a luxury hotel in the serene Scottish Highlands, known for its rolling landscapes, rich history, and cozy, traditional charm. This scenario outlines a complex and interconnected set of instances demonstrating our hotel management model in action.

### Booking Details

- **Booking**:
  - **StartDate**: "2023-12-05"
  - **EndDate**: "2023-12-12"
  - **Canceled**: False
  - **BookingId**: 1015
  - **Confirmed**: True

### Customer Information

- **Customer**:
  - **FirstName**: "Liam"
  - **LastName**: "MacGregor"

### Billing Details

- **Bill**:
  - **Price**: 1710.00
  - **BillId**: 3015

### RoomReservation Details

1. **RoomReservation 1**:
   - **CheckInDate**: "2023-12-05"
   - **CheckOutDate**: "2023-12-09"

2. **RoomReservation 2**:
   - **CheckInDate**: "2023-12-09"
   - **CheckOutDate**: "2023-12-12"

### Associated Rooms

- **Room 203**:
  - **NumBeds**: 1
  - **PricePerNight**: 120.00
  - **Occupied**: True
  - **Blocked**: False
  - **RoomNumber**: 203

- **Room 208**:
  - **NumBeds**: 2
  - **PricePerNight**: 180.00
  - **Occupied**: True
  - **Blocked**: False
  - **RoomNumber**: 208

### Room Extras

- **RoomExtra**:
  - **Price**: 40.00
  - **Description**: "Traditional Scottish Breakfast"

- **RoomExtra**:
  - **Price**: 60.00
  - **Description**: "Guided Highland Tour with Lunch"

### FreeRoomTypesDTO

- **RoomType**:
  - **RoomTypeDescription**: "Family Room with Mountain View"
  - **NumBeds**: 3
  - **PricePerNight**: 210.00
  - **NumFreeRooms**: 2

### Relationships

- **Booking 1015**:
  - Associated with **Customer** Liam MacGregor.
  - Linked to **Bill 3015** for a total of 1710.00 GBP.
  - Involves two **RoomReservations** (Reservation 1 & 2).

- **RoomReservation 1**:
  - Includes Room **203**.
  - Has RoomExtra: "Traditional Scottish Breakfast".
  - Linked to **Bill 3015** (First four nights).

- **RoomReservation 2**:
  - Consists of Room **208**.
  - Includes RoomExtra: "Guided Highland Tour with Lunch".
  - Linked to **Bill 3015** (Last three nights).

This complex instance highlights a unique cultural and geographical setting where Liam MacGregor experiences the warm hospitality of the Highlands. His stay encompasses diverse accommodations and enriching activities, portraying the flexibility and comprehensive management within the hotel system. The Highland Retreat effectively balances single-room simplicity with a multi-room luxury that captures the spirit of the Scottish Highlands.
The last output is partially incorrect: 
checking structure...
Multiplicity constraint violation in association `BillRoomReservation':
  Object `bill18' 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
The last output is partially incorrect: 
checking structure...
Multiplicity constraint violation in association `BookingBill':
  Object `bill19' of class `Bill' is connected to 0 objects of class `Booking'
  at association end `booking' 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('customer9')
!customer9.firstName := 'Liam'
!customer9.lastName := 'MacGregor'

!new Booking('booking9')
!booking9.startDate := '2023-12-05'
!booking9.endDate := '2023-12-12'
!booking9.canceled := false
!booking9.bookingId := 1015
!booking9.confirmed := true

!new Bill('bill18')
!bill18.price := 850.00
!bill18.billId := 3015

!new Bill('bill19')
!bill19.price := 860.00
!bill19.billId := 3016

!new RoomReservation('roomReservation9_1')
!roomReservation9_1.checkInDate := '2023-12-05'
!roomReservation9_1.checkOutDate := '2023-12-09'

!new RoomReservation('roomReservation9_2')
!roomReservation9_2.checkInDate := '2023-12-09'
!roomReservation9_2.checkOutDate := '2023-12-12'

!new Room('room9_203')
!room9_203.numBeds := 1
!room9_203.pricePerNight := 120.00
!room9_203.occupied := true
!room9_203.blocked := false
!room9_203.roomNumber := 203

!new Room('room9_208')
!room9_208.numBeds := 2
!room9_208.pricePerNight := 180.00
!room9_208.occupied := true
!room9_208.blocked := false
!room9_208.roomNumber := 208

!new RoomExtra('extra9_1')
!extra9_1.price := 40.00
!extra9_1.description := 'Traditional Scottish Breakfast'

!new RoomExtra('extra9_2')
!extra9_2.price := 60.00
!extra9_2.description := 'Guided Highland Tour with Lunch'

!new FreeRoomTypesDTO('freeRoomType8')
!freeRoomType8.roomTypeDescription := 'Family Room with Mountain View'
!freeRoomType8.numBeds := 3
!freeRoomType8.pricePerNight := 210.00
!freeRoomType8.numFreeRooms := 2

!insert (booking9, customer9) into BookingCustomer

!insert (booking9, bill18) into BookingBill
!insert (booking9, bill19) into BookingBill

!insert (booking9, roomReservation9_1) into BookingRoomReservation
!insert (booking9, roomReservation9_2) into BookingRoomReservation

!insert (roomReservation9_1, room9_203) into RoomReservationRoom
!insert (roomReservation9_1, extra9_1) into RoomReservationExtras

!insert (roomReservation9_2, room9_208) into RoomReservationRoom
!insert (roomReservation9_2, extra9_2) into RoomReservationExtras

!insert (bill18, roomReservation9_1) into BillRoomReservation
!insert (bill19, roomReservation9_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 represents a plausible real-world hotel booking. The customer books a stay from Dec 5 to Dec 12, split across two consecutive room reservations with different rooms. Dates, prices, bed counts, and extras perfectly align with logical hotel operations.

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 99.2%
String Equals 94.5%
String LV 74.8%
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 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('customer10')
!customer10.firstName := 'Juan'
!customer10.lastName := 'Rodriguez'

!new Customer('customer11')
!customer11.firstName := 'Anna'
!customer11.lastName := 'Kowalski'

!new Booking('booking10')
!booking10.startDate := '05-12-2023'
!booking10.endDate := '12-12-2023'
!booking10.canceled := false
!booking10.bookingId := 102
!booking10.confirmed := true

!new RoomReservation('roomReservation10_1')
!roomReservation10_1.checkInDate := '05-12-2023'
!roomReservation10_1.checkOutDate := '12-12-2023'

!new RoomReservation('roomReservation10_2')
!roomReservation10_2.checkInDate := '05-12-2023'
!roomReservation10_2.checkOutDate := '12-12-2023'

!new Room('room10_201')
!room10_201.numBeds := 2
!room10_201.pricePerNight := 100.00
!room10_201.occupied := true
!room10_201.blocked := false
!room10_201.roomNumber := 204

!new Room('room10_202')
!room10_202.numBeds := 3
!room10_202.pricePerNight := 150.00
!room10_202.occupied := true
!room10_202.blocked := false
!room10_202.roomNumber := 205

!new RoomExtra('extra10_1')
!extra10_1.price := 100.00
!extra10_1.description := 'Shared Family Dinner'

!new RoomExtra('extra10_2')
!extra10_2.price := 75.00
!extra10_2.description := 'Shared Private Tour'

!new Bill('bill20')
!bill20.price := 1200.00
!bill20.billId := 504

!new Bill('bill21')
!bill21.price := 1225.00
!bill21.billId := 505

!insert (booking10, customer10) into BookingCustomer

!insert (booking10, roomReservation10_1) into BookingRoomReservation
!insert (booking10, roomReservation10_2) into BookingRoomReservation

!insert (booking10, bill20) into BookingBill
!insert (booking10, bill21) into BookingBill

!insert (roomReservation10_1, room10_201) into RoomReservationRoom
!insert (roomReservation10_2, room10_202) into RoomReservationRoom

!insert (roomReservation10_1, extra10_1) into RoomReservationExtras
!insert (roomReservation10_2, extra10_2) into RoomReservationExtras

!insert (bill20, roomReservation10_1) into BillRoomReservation
!insert (bill21, roomReservation10_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: 
## Edge Case Instance: Multi-Family Group Booking with Shared Amenities

### Description:
This instance presents a scenario where two families book several rooms jointly for a group vacation. They utilize shared amenities and incur collective costs, managed under a single booking while maintaining individual bills per family. This highlights overlapping room reservations with diverse billing arrangements and shared extras.

### Entities and Relationships:

#### Booking:
- **Attributes**:
  - `startDate`: "05-12-2023"
  - `endDate`: "12-12-2023"
  - `canceled`: `False`
  - `bookingId`: 102
  - `confirmed`: `True`

#### Customer:
1. **Customer1**:
   - **Attributes**:
     - `firstName`: "Juan"
     - `lastName`: "Rodriguez"
2. **Customer2**:
   - **Attributes**:
     - `firstName`: "Anna"
     - `lastName`: "Kowalski"

#### RoomReservation:
1. **RoomReservation1** (Family Rodriguez):
   - **Attributes**:
     - `checkInDate`: "05-12-2023"
     - `checkOutDate`: "12-12-2023"
2. **RoomReservation2** (Family Kowalski):
   - **Attributes**:
     - `checkInDate`: "05-12-2023"
     - `checkOutDate`: "12-12-2023"

#### Room:
1. **Room201**
   - **Attributes**:
     - `numBeds`: 2
     - `pricePerNight`: 100.00
     - `occupied`: `True`
     - `blocked`: `False`
     - `roomNumber`: 204

2. **Room202**
   - **Attributes**:
     - `numBeds`: 3
     - `pricePerNight`: 150.00
     - `occupied`: `True`
     - `blocked`: `False`
     - `roomNumber`: 205

#### RoomExtra:
1. **Extra1**
   - **Attributes**:
     - `price`: 100.00
     - `description`: "Shared Family Dinner"
2. **Extra2**
   - **Attributes**:
     - `price`: 75.00
     - `description`: "Shared Private Tour"

#### Bill:
1. **Bill1**
   - **Attributes**:
     - `price`: 1200.00
     - `billId`: 504
2. **Bill2**
   - **Attributes**:
     - `price`: 1225.00
     - `billId`: 505

### Relationships:

- **BookingCustomer**:
  - Booking ID 102 is associated with both Customer1 and Customer2. However, by model requirement, the official customer responsible is Juan Rodriguez for record tracking.

- **BookingRoomReservation**:
  - Booking ID 102 is linked to both RoomReservation1 and RoomReservation2.

- **BookingBill**:
  - Booking ID 102 has related bills: Bill1 (Family Rodriguez) and Bill2 (Family Kowalski).

- **RoomReservationExtras**:
  - RoomReservation1 includes Extras Extra1 shared by both families equally.
  - RoomReservation2 includes Extra2 shared by both families equally.

- **RoomReservationRoom**:
  - RoomReservation1 involves Room201 (Family Rodriguez Part).
  - RoomReservation2 involves Room202 (Family Kowalski Part).

- **BillRoomReservation**:
  - Bill1 is linked to RoomReservation1, capturing the room charge for the entire stay and shared expenses.
  - Bill2 is linked to RoomReservation2, covering its own room charges and a share of the joint extras.

### Special Scenario Characteristics:
- Joint usage and sharing of amenities provided under a single overarching booking, but divided for equitable billing.
- Both rooms are occupied throughout the stay, with integrated family activities accounted as extras.
- Uncommon, yet compliant overlap of multiple families under a single booking, distinctly billing each while creating an interconnected reservation experience.

This instance demonstrates integrated multisession booking operations and highlights family-style lodging options accommodating shared activities through clearly partitioned billing and layered room-amalgamation strategy amidst unified service-oriented booking.
The last output is partially incorrect: 
checking structure...
Multiplicity constraint violation in association `BookingCustomer':
  Object `customer11' of class `Customer' is connected to 0 objects of class `Booking'
  at association end `booking' but the multiplicity is specified as `1'.

Please provide the complete output corrected
The last output is partially incorrect: 
checking structure...
Multiplicity constraint violation in association `BookingCustomer':
  Object `booking10' of class `Booking' is connected to 2 objects of class `Customer'
  at association end `customer' 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('customer10')
!customer10.firstName := 'Juan'
!customer10.lastName := 'Rodriguez'

!new Customer('customer11')
!customer11.firstName := 'Anna'
!customer11.lastName := 'Kowalski'

!new Booking('booking10')
!booking10.startDate := '05-12-2023'
!booking10.endDate := '12-12-2023'
!booking10.canceled := false
!booking10.bookingId := 102
!booking10.confirmed := true

!new RoomReservation('roomReservation10_1')
!roomReservation10_1.checkInDate := '05-12-2023'
!roomReservation10_1.checkOutDate := '12-12-2023'

!new RoomReservation('roomReservation10_2')
!roomReservation10_2.checkInDate := '05-12-2023'
!roomReservation10_2.checkOutDate := '12-12-2023'

!new Room('room10_201')
!room10_201.numBeds := 2
!room10_201.pricePerNight := 100.00
!room10_201.occupied := true
!room10_201.blocked := false
!room10_201.roomNumber := 204

!new Room('room10_202')
!room10_202.numBeds := 3
!room10_202.pricePerNight := 150.00
!room10_202.occupied := true
!room10_202.blocked := false
!room10_202.roomNumber := 205

!new RoomExtra('extra10_1')
!extra10_1.price := 100.00
!extra10_1.description := 'Shared Family Dinner'

!new RoomExtra('extra10_2')
!extra10_2.price := 75.00
!extra10_2.description := 'Shared Private Tour'

!new Bill('bill20')
!bill20.price := 1200.00
!bill20.billId := 504

!new Bill('bill21')
!bill21.price := 1225.00
!bill21.billId := 505

!insert (booking10, customer10) into BookingCustomer

!insert (booking10, roomReservation10_1) into BookingRoomReservation
!insert (booking10, roomReservation10_2) into BookingRoomReservation

!insert (booking10, bill20) into BookingBill
!insert (booking10, bill21) into BookingBill

!insert (roomReservation10_1, room10_201) into RoomReservationRoom
!insert (roomReservation10_2, room10_202) into RoomReservationRoom

!insert (roomReservation10_1, extra10_1) into RoomReservationExtras
!insert (roomReservation10_2, extra10_2) into RoomReservationExtras

!insert (bill20, roomReservation10_1) into BillRoomReservation
!insert (bill21, roomReservation10_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 represents a highly coherent and logical real-world scenario: a single customer makes one booking that includes two separate room reservations for the exact same dates. Each room generates its own distinct bill associated back to the main booking, and each room applies realistic extras and valid prices. Having a registered customer without a booking ('customer11') is also entirely plausible in a real customer database.

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 $0.21
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 0/53
Multiplicities 1/11
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 98.7%
String Equals 90.9%
String LV 77.3%
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 11/∞
Attributes 31/31
Relationships 11/∞
Viewer
!new Customer('customer7')
!customer7.firstName := 'Hiroshi'
!customer7.lastName := 'Yamamoto'

!new Booking('booking7')
!booking7.startDate := '2023-11-10'
!booking7.endDate := '2023-11-14'
!booking7.canceled := false
!booking7.bookingId := 2002
!booking7.confirmed := true

!new RoomReservation('roomReservation7_1')
!roomReservation7_1.checkInDate := '2023-11-10'
!roomReservation7_1.checkOutDate := '2023-11-14'

!new RoomReservation('roomReservation7_2')
!roomReservation7_2.checkInDate := '2023-11-10'
!roomReservation7_2.checkOutDate := '2023-11-14'

!new RoomReservation('roomReservation7_3')
!roomReservation7_3.checkInDate := '2023-11-10'
!roomReservation7_3.checkOutDate := '2023-11-14'

!new Room('room701')
!room701.numBeds := 1
!room701.pricePerNight := 400.0
!room701.occupied := true
!room701.blocked := false
!room701.roomNumber := 701

!new Room('room7_401')
!room7_401.numBeds := 1
!room7_401.pricePerNight := 300.0
!room7_401.occupied := true
!room7_401.blocked := false
!room7_401.roomNumber := 401

!new Room('room7_402')
!room7_402.numBeds := 1
!room7_402.pricePerNight := 300.0
!room7_402.occupied := true
!room7_402.blocked := false
!room7_402.roomNumber := 402

!new Room('room7_501')
!room7_501.numBeds := 1
!room7_501.pricePerNight := 200.0
!room7_501.occupied := true
!room7_501.blocked := false
!room7_501.roomNumber := 501

!new Room('room7_502')
!room7_502.numBeds := 1
!room7_502.pricePerNight := 200.0
!room7_502.occupied := true
!room7_502.blocked := false
!room7_502.roomNumber := 502

!new Bill('bill13')
!bill13.price := 3600.0
!bill13.billId := 601

!new Bill('bill14')
!bill14.price := 2800.0
!bill14.billId := 602

!new Bill('bill15')
!bill15.price := 4000.0
!bill15.billId := 603

!new RoomExtra('extra7_1')
!extra7_1.price := 100.0
!extra7_1.description := 'Airport Shuttle Service'

!new RoomExtra('extra7_2')
!extra7_2.price := 75.0
!extra7_2.description := 'Tokyo City Tour'

!new FreeRoomTypesDTO('freeRoomType6')
!freeRoomType6.roomTypeDescription := 'Executive Suite'
!freeRoomType6.numBeds := 1
!freeRoomType6.pricePerNight := 400.0
!freeRoomType6.numFreeRooms := 1

!insert (booking7, customer7) into BookingCustomer

!insert (booking7, roomReservation7_1) into BookingRoomReservation
!insert (booking7, roomReservation7_2) into BookingRoomReservation
!insert (booking7, roomReservation7_3) into BookingRoomReservation

!insert (booking7, bill13) into BookingBill
!insert (booking7, bill14) into BookingBill
!insert (booking7, bill15) into BookingBill

!insert (roomReservation7_1, room7_401) into RoomReservationRoom
!insert (roomReservation7_1, room7_402) into RoomReservationRoom

!insert (roomReservation7_2, room7_501) into RoomReservationRoom
!insert (roomReservation7_2, room7_502) into RoomReservationRoom

!insert (roomReservation7_3, room701) into RoomReservationRoom

!insert (roomReservation7_1, extra7_1) into RoomReservationExtras
!insert (roomReservation7_2, extra7_2) into RoomReservationExtras

!insert (bill13, roomReservation7_1) into BillRoomReservation
!insert (bill14, roomReservation7_2) into BillRoomReservation
!insert (bill15, roomReservation7_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: Corporate Booking with Limited Room Types

### Scenario Description:
A corporate client, Mr. Hiroshi Yamamoto, is coordinating a company retreat for delegates attending a conference in Tokyo. The booking showcases difficulties in managing varied room types under a straightforward booking, revealing the need for flexibility beyond the current model.

#### Booking
- **startDate**: "2023-11-10"
- **endDate**: "2023-11-14"
- **canceled**: False
- **bookingId**: 2002
- **confirmed**: True

#### Customer
- **firstName**: Hiroshi
- **lastName**: Yamamoto

#### RoomReservations (Attempting to accommodate different room types)
- **RoomReservation 1**:
  - **checkInDate**: "2023-11-10"
  - **checkOutDate**: "2023-11-14"
  - **Associated Rooms**:
    - **Room 401**: Deluxe room
    - **Room 402**: Deluxe room

- **RoomReservation 2**:
  - **checkInDate**: "2023-11-10"
  - **checkOutDate**: "2023-11-14"
  - **Associated Rooms**:
    - **Room 501**: Standard room
    - **Room 502**: Standard room

- **RoomReservation 3**:
  - **checkInDate**: "2023-11-10"
  - **checkOutDate**: "2023-11-14"
  - **Associated Rooms**:
    - **Room 701**: Executive suite

#### Bills
- **Bill 1** (linked to RoomReservation 1):
  - **price**: 3600.0
  - **billId**: 601

- **Bill 2** (linked to RoomReservation 2):
  - **price**: 2800.0
  - **billId**: 602

- **Bill 3** (linked to RoomReservation 3):
  - **price**: 4000.0
  - **billId**: 603

#### FreeRoomTypesDTO (For Reference)
- **roomTypeDescription**: "Executive Suite"
- **numBeds**: 1
- **pricePerNight**: 400.0
- **numFreeRooms**: 1

#### Room
- **Room 401**:
  - **numBeds**: 1
  - **pricePerNight**: 300.0
  - **occupied**: True
  - **blocked**: False
  - **roomNumber**: 401
- **Room 501**:
  - **numBeds**: 1
  - **pricePerNight**: 200.0
  - **occupied**: True
  - **blocked**: False
  - **roomNumber**: 501

#### RoomExtra (Example linked extras for reservations)
- **RoomExtra 1**:
  - **price**: 100.0
  - **description**: "Airport Shuttle Service"
- **RoomExtra 2**:
  - **price**: 75.0
  - **description**: "Tokyo City Tour"

### Violation Note:
This instance highlights the complexity when managing different room types under one Booking. The model implicitly assumes simple room allocations but in cases requiring variety—like corporate needs across varying room standards—the model’s structure becomes overly restrictive. Here, booking flexibility clashes with systematic constraints and challenges in accurately reflecting diversified accommodations under one booking ID.
<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('customer7')
!customer7.firstName := 'Hiroshi'
!customer7.lastName := 'Yamamoto'

!new Booking('booking7')
!booking7.startDate := '2023-11-10'
!booking7.endDate := '2023-11-14'
!booking7.canceled := false
!booking7.bookingId := 2002
!booking7.confirmed := true

!new RoomReservation('roomReservation7_1')
!roomReservation7_1.checkInDate := '2023-11-10'
!roomReservation7_1.checkOutDate := '2023-11-14'

!new RoomReservation('roomReservation7_2')
!roomReservation7_2.checkInDate := '2023-11-10'
!roomReservation7_2.checkOutDate := '2023-11-14'

!new RoomReservation('roomReservation7_3')
!roomReservation7_3.checkInDate := '2023-11-10'
!roomReservation7_3.checkOutDate := '2023-11-14'

!new Room('room701')
!room701.numBeds := 1
!room701.pricePerNight := 400.0
!room701.occupied := true
!room701.blocked := false
!room701.roomNumber := 701

!new Room('room7_401')
!room7_401.numBeds := 1
!room7_401.pricePerNight := 300.0
!room7_401.occupied := true
!room7_401.blocked := false
!room7_401.roomNumber := 401

!new Room('room7_402')
!room7_402.numBeds := 1
!room7_402.pricePerNight := 300.0
!room7_402.occupied := true
!room7_402.blocked := false
!room7_402.roomNumber := 402

!new Room('room7_501')
!room7_501.numBeds := 1
!room7_501.pricePerNight := 200.0
!room7_501.occupied := true
!room7_501.blocked := false
!room7_501.roomNumber := 501

!new Room('room7_502')
!room7_502.numBeds := 1
!room7_502.pricePerNight := 200.0
!room7_502.occupied := true
!room7_502.blocked := false
!room7_502.roomNumber := 502

!new Bill('bill13')
!bill13.price := 3600.0
!bill13.billId := 601

!new Bill('bill14')
!bill14.price := 2800.0
!bill14.billId := 602

!new Bill('bill15')
!bill15.price := 4000.0
!bill15.billId := 603

!new RoomExtra('extra7_1')
!extra7_1.price := 100.0
!extra7_1.description := 'Airport Shuttle Service'

!new RoomExtra('extra7_2')
!extra7_2.price := 75.0
!extra7_2.description := 'Tokyo City Tour'

!new FreeRoomTypesDTO('freeRoomType6')
!freeRoomType6.roomTypeDescription := 'Executive Suite'
!freeRoomType6.numBeds := 1
!freeRoomType6.pricePerNight := 400.0
!freeRoomType6.numFreeRooms := 1

!insert (booking7, customer7) into BookingCustomer

!insert (booking7, roomReservation7_1) into BookingRoomReservation
!insert (booking7, roomReservation7_2) into BookingRoomReservation
!insert (booking7, roomReservation7_3) into BookingRoomReservation

!insert (booking7, bill13) into BookingBill
!insert (booking7, bill14) into BookingBill
!insert (booking7, bill15) into BookingBill

!insert (roomReservation7_1, room7_401) into RoomReservationRoom
!insert (roomReservation7_1, room7_402) into RoomReservationRoom

!insert (roomReservation7_2, room7_501) into RoomReservationRoom
!insert (roomReservation7_2, room7_502) into RoomReservationRoom

!insert (roomReservation7_3, room701) into RoomReservationRoom

!insert (roomReservation7_1, extra7_1) into RoomReservationExtras
!insert (roomReservation7_2, extra7_2) into RoomReservationExtras

!insert (bill13, roomReservation7_1) into BillRoomReservation
!insert (bill14, roomReservation7_2) into BillRoomReservation
!insert (bill15, roomReservation7_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 portrays a completely valid and consistent scenario where a customer books multiple rooms under sub-reservations for a group or family stay. The dates are logically formatted and consistent across the booking and reservations, the room prices and extra fees are positive and typical for a hotel, and the structural relationships correctly map each bill to its respective reservation and the primary booking 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 $0.06
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 93.2%
String Equals 84.6%
String LV 64.5%
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/∞