HotelManagement / gen5

Viewer
!new Booking('booking6')
!booking6.startDate := '2024-04-05'
!booking6.endDate := '2024-04-10'
!booking6.canceled := false
!booking6.bookingId := 106
!booking6.confirmed := true

!new Bill('bill6')
!bill6.price := 300.00
!bill6.billId := 5006

!new Customer('customer6')
!customer6.firstName := 'Frank'
!customer6.lastName := 'Green'

!new RoomReservation('reservation6')
!reservation6.checkInDate := '2024-04-05'
!reservation6.checkOutDate := '2024-04-10'

!new Room('room301')
!room301.numBeds := 2
!room301.pricePerNight := 100.00
!room301.occupied := true
!room301.blocked := false
!room301.roomNumber := 301

!new RoomExtra('extra7')
!extra7.price := 20.00
!extra7.description := 'Airport Pickup'

!insert (booking6, bill6) into BookingBill
!insert (booking6, customer6) into BookingCustomer
!insert (booking6, reservation6) into BookingRoomReservation
!insert (reservation6, extra7) into RoomReservationExtras
!insert (reservation6, room301) into RoomReservationRoom
!insert (bill6, reservation6) 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('booking6')
!booking6.startDate := '2024-04-05'
!booking6.endDate := '2024-04-10'
!booking6.canceled := false
!booking6.bookingId := 106
!booking6.confirmed := true

!new Bill('bill6')
!bill6.price := 300.00
!bill6.billId := 5006

!new Customer('customer6')
!customer6.firstName := 'Frank'
!customer6.lastName := 'Green'

!new RoomReservation('reservation6')
!reservation6.checkInDate := '2024-04-05'
!reservation6.checkOutDate := '2024-04-10'

!new Room('room301')
!room301.numBeds := 2
!room301.pricePerNight := 100.00
!room301.occupied := true
!room301.blocked := false
!room301.roomNumber := 301

!new RoomExtra('extra7')
!extra7.price := 20.00
!extra7.description := 'Airport Pickup'

!insert (booking6, bill6) into BookingBill
!insert (booking6, customer6) into BookingCustomer
!insert (booking6, reservation6) into BookingRoomReservation
!insert (reservation6, extra7) into RoomReservationExtras
!insert (reservation6, room301) into RoomReservationRoom
!insert (bill6, reservation6) 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 accurately represents a standard hotel booking scenario. The dates perfectly align between the booking and reservation. The room details, customer information, room extra (Airport Pickup), and prices are all logically consistent and reflect plausible real-world values. The $300 bill is also realistic, possibly representing a deposit or partial payment for the 5-night stay.

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 0/30
Multiplicities 0/6
Invariants 0/3
Diversity i
Diversity
Measures the variability of the generated instances. Attributes (NumericEquals, StringEquals, StringLv): It identifies how much the LLM repeats specific values versus generating unique data points across instances (100%: Diverse, 0%: Repetitive). We group all generated attributes into bags (numeric and string) and then perform pairwise comparisons between every element to obtain. Structure (GED): Measures the Graph Edit Distance (GED) similarity between instances. Distribution (Shannon): Measures the entropy and evenness (balanced distribution) of the generated enum values.
  • NumericEquals = Total number of numeric attribute pairs with different values / Total number of possible pairs (n * (n - 1) / 2)
  • StringEquals = Total number of string attribute pairs that are NOT exactly identical / Total number of possible pairs (n * (n - 1) / 2)
  • StringLv = Sum of (Levenshtein Distance(a, b) / max(length(a), length(b))) for all string pairs / Total number of possible pairs (n * (n - 1) / 2)
  • GED = Similarity = 1 - (GED / (0.5 * (GED_to_empty_A + GED_to_empty_B))). 1 = red = identical graphs, <=0.5 = green = different graphs. We consider as edit operations: Nodes, Edges, Node_Labels and Edge_Labels [https://github.com/a-coman/ged]
  • Shannon (Active) = Entropy / log2(Number of unique groups actually generated). Measures how evenly the generated values are distributed, considering only the categories the LLM actually used.
  • Shannon (All) = Entropy / log2(Total number of valid groups defined in the model). Measures how evenly the generated values are distributed against the full spectrum of all possible valid options defined in the .use file.
Numeric 100.0%
String Equals 90.5%
String LV 73.3%
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 6/∞
Attributes 18/18
Relationships 6/∞
Viewer
!new Customer('customer21')
!customer21.firstName := 'Carlos'
!customer21.lastName := 'Hernández'

!new Booking('booking20')
!booking20.startDate := '2024-02-01'
!booking20.endDate := '2024-04-01'
!booking20.canceled := false
!booking20.bookingId := 105
!booking20.confirmed := true

!new Bill('bill40')
!bill40.price := 3000.0
!bill40.billId := 601

!new Bill('bill41')
!bill41.price := 2900.0
!bill41.billId := 602

!new Bill('bill42')
!bill42.price := 100.0
!bill42.billId := 603

!new FreeRoomTypesDTO('freeRoomType17')
!freeRoomType17.roomTypeDescription := 'Business Apartment'
!freeRoomType17.numBeds := 1
!freeRoomType17.pricePerNight := 100.0
!freeRoomType17.numFreeRooms := 4

!new RoomReservation('roomReservation20_1')
!roomReservation20_1.checkInDate := '2024-02-01'
!roomReservation20_1.checkOutDate := '2024-03-01'

!new RoomReservation('roomReservation20_2')
!roomReservation20_2.checkInDate := '2024-03-01'
!roomReservation20_2.checkOutDate := '2024-04-01'

!new RoomExtra('extra20_1')
!extra20_1.price := 50.0
!extra20_1.description := 'Printer Rental'

!new RoomExtra('extra20_2')
!extra20_2.price := 50.0
!extra20_2.description := 'Extended Pantry Kitchen Set'

!new Room('room20_701')
!room20_701.numBeds := 1
!room20_701.pricePerNight := 100.0
!room20_701.occupied := true
!room20_701.blocked := false
!room20_701.roomNumber := 701

!insert (booking20, customer21) into BookingCustomer

!insert (booking20, bill40) into BookingBill
!insert (booking20, bill41) into BookingBill
!insert (booking20, bill42) into BookingBill

!insert (booking20, roomReservation20_1) into BookingRoomReservation
!insert (booking20, roomReservation20_2) into BookingRoomReservation

!insert (roomReservation20_1, room20_701) into RoomReservationRoom
!insert (roomReservation20_2, room20_701) into RoomReservationRoom

!insert (roomReservation20_1, extra20_1) into RoomReservationExtras
!insert (roomReservation20_2, extra20_2) into RoomReservationExtras

!insert (bill40, roomReservation20_1) into BillRoomReservation
!insert (bill41, roomReservation20_2) into BillRoomReservation
!insert (bill42, roomReservation20_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: Long-Term Business Project Stay Scenario

### Entities and Attributes:

1. **Customer**
   - `firstName`: Carlos
   - `lastName`: Hernández

2. **Booking**
   - `startDate`: "2024-02-01"
   - `endDate`: "2024-04-01"
   - `canceled`: false
   - `bookingId`: 105
   - `confirmed`: true

3. **Bill** (For initial month accommodation)
   - `price`: 3000.0
   - `billId`: 601

4. **Bill** (For second month accommodation)
   - `price`: 2900.0
   - `billId`: 602

5. **Bill** (For kitchen amenities)
   - `price`: 100.0
   - `billId`: 603

6. **FreeRoomTypesDTO**
   - `roomTypeDescription`: "Business Apartment"
   - `numBeds`: 1
   - `pricePerNight`: 100.0
   - `numFreeRooms`: 4

7. **RoomReservation** (For the first month)
   - `checkInDate`: "2024-02-01"
   - `checkOutDate`: "2024-03-01"

8. **RoomReservation** (For the second month)
   - `checkInDate`: "2024-03-01"
   - `checkOutDate`: "2024-04-01"

9. **RoomExtra** (Printer rental)
   - `price`: 50.0
   - `description`: "Printer Rental"

10. **RoomExtra** (Extended kitchen set)
    - `price`: 50.0
    - `description`: "Extended Pantry Kitchen Set"

11. **Room**
    - `numBeds`: 1
    - `pricePerNight`: 100.0
    - `occupied`: true
    - `blocked`: false
    - `roomNumber`: 701

### Relationships and Associations:

1. **BookingCustomer**
   - The Booking with `bookingId` 105 is associated with Customer Carlos Hernández.

2. **BookingBill**
   - The Booking with `bookingId` 105 is associated with Bills `billId` 601, `billId` 602, and `billId` 603.

3. **BookingRoomReservation**
   - The Booking with `bookingId` 105 is associated with two Room Reservations; one for the first month and another for the second month.

4. **RoomReservationExtras**
   - The Room Reservation for the first month includes RoomExtra: Printer Rental.
   - The Room Reservation for the second month includes RoomExtra: Extended Kitchen Set.

5. **RoomReservationRoom**
   - Both Room Reservations are associated with Room number 701.

6. **BillRoomReservation**
   - Bill `billId` 601 is associated with the Room Reservation for the first month accommodation.
   - Bill `billId` 602 is associated with the Room Reservation for the second month accommodation.
   - Bill `billId` 603 is associated with amenities, shared across both room reservations.

### Invariants:
- `positiveBill`: All bill prices, 3000.0, 2900.0, and 100.0, are non-negative.
- `uniqueBillId`: `billId` 601, `billId` 602, and `billId` 603 are unique.
- `positiveNumBeds`: Room 701 has more than 0 beds (`numBeds`: 1).

This instance represents a long-term stay for a business executive, emphasizing the stability and continuity required for extended projects, with support services and discounted rates over time, illustrating a different structural setup in a recurring reservation context.
The last output is partially incorrect: 
checking structure...
Multiplicity constraint violation in association `BillRoomReservation':
  Object `roomReservation20_1' of class `RoomReservation' is connected to 2 objects of class `Bill'
  at association end `bill' but the multiplicity is specified as `1'.
Multiplicity constraint violation in association `RoomReservationRoom':
  Object `room20_701' of class `Room' 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 `BillRoomReservation':
  Object `bill42' of class `Bill' is connected to 0 objects of class `RoomReservation'
  at association end `roomReservation' but the multiplicity is specified as `1'.

Please provide the complete output corrected
<domain_model>
model HotelManagement

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

class Bill
attributes
    price : Real
    billId : Integer
end

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

class Customer
attributes
    firstName : String
    lastName : String
end

class RoomReservation
attributes
    checkInDate : String
    checkOutDate : String
end

class RoomExtra
attributes
    price : Real
    description : String
end

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

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

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

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

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

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

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

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

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

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

<object_model>
!new Customer('customer21')
!customer21.firstName := 'Carlos'
!customer21.lastName := 'Hernández'

!new Booking('booking20')
!booking20.startDate := '2024-02-01'
!booking20.endDate := '2024-04-01'
!booking20.canceled := false
!booking20.bookingId := 105
!booking20.confirmed := true

!new Bill('bill40')
!bill40.price := 3000.0
!bill40.billId := 601

!new Bill('bill41')
!bill41.price := 2900.0
!bill41.billId := 602

!new Bill('bill42')
!bill42.price := 100.0
!bill42.billId := 603

!new FreeRoomTypesDTO('freeRoomType17')
!freeRoomType17.roomTypeDescription := 'Business Apartment'
!freeRoomType17.numBeds := 1
!freeRoomType17.pricePerNight := 100.0
!freeRoomType17.numFreeRooms := 4

!new RoomReservation('roomReservation20_1')
!roomReservation20_1.checkInDate := '2024-02-01'
!roomReservation20_1.checkOutDate := '2024-03-01'

!new RoomReservation('roomReservation20_2')
!roomReservation20_2.checkInDate := '2024-03-01'
!roomReservation20_2.checkOutDate := '2024-04-01'

!new RoomExtra('extra20_1')
!extra20_1.price := 50.0
!extra20_1.description := 'Printer Rental'

!new RoomExtra('extra20_2')
!extra20_2.price := 50.0
!extra20_2.description := 'Extended Pantry Kitchen Set'

!new Room('room20_701')
!room20_701.numBeds := 1
!room20_701.pricePerNight := 100.0
!room20_701.occupied := true
!room20_701.blocked := false
!room20_701.roomNumber := 701

!insert (booking20, customer21) into BookingCustomer

!insert (booking20, bill40) into BookingBill
!insert (booking20, bill41) into BookingBill
!insert (booking20, bill42) into BookingBill

!insert (booking20, roomReservation20_1) into BookingRoomReservation
!insert (booking20, roomReservation20_2) into BookingRoomReservation

!insert (roomReservation20_1, room20_701) into RoomReservationRoom
!insert (roomReservation20_2, room20_701) into RoomReservationRoom

!insert (roomReservation20_1, extra20_1) into RoomReservationExtras
!insert (roomReservation20_2, extra20_2) into RoomReservationExtras

!insert (bill40, roomReservation20_1) into BillRoomReservation
!insert (bill41, roomReservation20_2) into BillRoomReservation
!insert (bill42, roomReservation20_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 model consistently represents a 2-month business stay. The dates (Feb 1 to Apr 1, 2024) equal 60 nights, matching the room price (100.0/night) and total bill amount exactly (3000 + 2900 + 100 = 6000). The inclusion of specific extras like a "Printer Rental" for a business apartment demonstrates logical real-world 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 $0.38
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 0/54
Multiplicities 2/13
Invariants 0/3
Diversity i
Diversity
Measures the variability of the generated instances. Attributes (NumericEquals, StringEquals, StringLv): It identifies how much the LLM repeats specific values versus generating unique data points across instances (100%: Diverse, 0%: Repetitive). We group all generated attributes into bags (numeric and string) and then perform pairwise comparisons between every element to obtain. Structure (GED): Measures the Graph Edit Distance (GED) similarity between instances. Distribution (Shannon): Measures the entropy and evenness (balanced distribution) of the generated enum values.
  • NumericEquals = Total number of numeric attribute pairs with different values / Total number of possible pairs (n * (n - 1) / 2)
  • StringEquals = Total number of string attribute pairs that are NOT exactly identical / Total number of possible pairs (n * (n - 1) / 2)
  • StringLv = Sum of (Levenshtein Distance(a, b) / max(length(a), length(b))) for all string pairs / Total number of possible pairs (n * (n - 1) / 2)
  • GED = Similarity = 1 - (GED / (0.5 * (GED_to_empty_A + GED_to_empty_B))). 1 = red = identical graphs, <=0.5 = green = different graphs. We consider as edit operations: Nodes, Edges, Node_Labels and Edge_Labels [https://github.com/a-coman/ged]
  • Shannon (Active) = Entropy / log2(Number of unique groups actually generated). Measures how evenly the generated values are distributed, considering only the categories the LLM actually used.
  • Shannon (All) = Entropy / log2(Total number of valid groups defined in the model). Measures how evenly the generated values are distributed against the full spectrum of all possible valid options defined in the .use file.
Numeric 95.2%
String Equals 94.5%
String LV 72.1%
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 30/30
Relationships 13/∞
Viewer
!new Customer('customer22')
!customer22.firstName := 'Lila'
!customer22.lastName := 'Chen'

!new Booking('booking21')
!booking21.startDate := '2025-11-01'
!booking21.endDate := '2025-11-01'
!booking21.canceled := false
!booking21.bookingId := 505
!booking21.confirmed := true

!new Bill('bill43')
!bill43.price := 0.0
!bill43.billId := 901

!new FreeRoomTypesDTO('freeRoomType18')
!freeRoomType18.roomTypeDescription := 'Conference Room'
!freeRoomType18.numBeds := 0
!freeRoomType18.pricePerNight := 500.00
!freeRoomType18.numFreeRooms := 3

!new RoomReservation('roomReservation21')
!roomReservation21.checkInDate := '2025-11-01'
!roomReservation21.checkOutDate := '2025-11-01'

!new RoomExtra('extra21_1')
!extra21_1.price := 0.0
!extra21_1.description := 'Projector Rental'

!new RoomExtra('extra21_2')
!extra21_2.price := 15.0
!extra21_2.description := 'Coffee and Snacks Service'

!new Room('room21_701')
!room21_701.numBeds := 1
!room21_701.pricePerNight := 0.0
!room21_701.occupied := true
!room21_701.blocked := false
!room21_701.roomNumber := 701

!insert (booking21, customer22) into BookingCustomer

!insert (booking21, bill43) into BookingBill

!insert (booking21, roomReservation21) into BookingRoomReservation

!insert (roomReservation21, room21_701) into RoomReservationRoom

!insert (roomReservation21, extra21_1) into RoomReservationExtras
!insert (roomReservation21, extra21_2) into RoomReservationExtras

!insert (bill43, roomReservation21) 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: 
## Distinct Boundary Case Instance for Hotel Management

### Booking Details
- **Booking 505**:
  - `startDate`: "2025-11-01"
  - `endDate`: "2025-11-01"
  - `canceled`: False
  - `bookingId`: 505
  - `confirmed`: True (The edge of the shortest possible stay with only one day without overnight)

### Customer
- **Lila Chen**:
  - `firstName`: "Lila"
  - `lastName`: "Chen"

### Bills
1. **Bill 901**:
   - `price`: 0.0 (Illustrating an instance where promotional or reward points cover the entire cost)
   - `billId`: 901

### FreeRoomTypesDTO
- **Free Room Type Details**:
  - `roomTypeDescription`: "Conference Room"
  - `numBeds`: 0 (Testing edge with no beds, applicable for non-overnight activities)
  - `pricePerNight`: 500.00
  - `numFreeRooms`: 3

### RoomReservation
- **Reservation for Booking 505**:
  - `checkInDate`: "2025-11-01"
  - `checkOutDate`: "2025-11-01"

### RoomExtras
1. **Room Extra 9**:
   - `price`: 0.0 (Included without extra charge, such as complimentary conference amenities)
   - `description`: "Projector Rental"

2. **Room Extra 10**:
   - `price`: 15.0
   - `description`: "Coffee and Snacks Service"

### Rooms
1. **Room 701**:
   - `numBeds`: 0
   - `pricePerNight`: 0.0 (For showcasing instances like a brief conference or meeting hall use)
   - `occupied`: True
   - `blocked`: False
   - `roomNumber`: 701 (Ensures unique room usability and availability are tested)

### Relationships
- **Booking 505 to Lila Chen**: Maintains the required client association though brief.
- **Booking 505 to a Unique Bill**: Uses Bill 901, providing insight into zero-cost transactions.
- **Booking 505 to Room Reservation**: Reflects brief, day-specific room use without nights.
- **Room Reservation to Extras**: Demonstrates standard and complimentary services, using Room Extras 9 and 10.
- **Room Reservation to Rooms**: Highlights room numbering and facilities focusing on non-bed facilities, Room 701.

This instance challenges the model with a non-standard, non-overnight booking scenario. It features zero-cost elements and specialty rooms without beds, such as a conference or meeting setup, providing a distinct perspective on short-term, specialized use.
The last output is partially incorrect: 
checking invariants...
checking invariant (1) `Bill::positiveBill': OK.
checking invariant (2) `Bill::uniqueBillId': OK.
checking invariant (3) `Room::positiveNumBeds': FAILED.
  -> false : Boolean
checked 3 invariants in 0.001s, 1 failure.

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

Please provide the complete output corrected
<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('customer22')
!customer22.firstName := 'Lila'
!customer22.lastName := 'Chen'

!new Booking('booking21')
!booking21.startDate := '2025-11-01'
!booking21.endDate := '2025-11-01'
!booking21.canceled := false
!booking21.bookingId := 505
!booking21.confirmed := true

!new Bill('bill43')
!bill43.price := 0.0
!bill43.billId := 901

!new FreeRoomTypesDTO('freeRoomType18')
!freeRoomType18.roomTypeDescription := 'Conference Room'
!freeRoomType18.numBeds := 0
!freeRoomType18.pricePerNight := 500.00
!freeRoomType18.numFreeRooms := 3

!new RoomReservation('roomReservation21')
!roomReservation21.checkInDate := '2025-11-01'
!roomReservation21.checkOutDate := '2025-11-01'

!new RoomExtra('extra21_1')
!extra21_1.price := 0.0
!extra21_1.description := 'Projector Rental'

!new RoomExtra('extra21_2')
!extra21_2.price := 15.0
!extra21_2.description := 'Coffee and Snacks Service'

!new Room('room21_701')
!room21_701.numBeds := 1
!room21_701.pricePerNight := 0.0
!room21_701.occupied := true
!room21_701.blocked := false
!room21_701.roomNumber := 701

!insert (booking21, customer22) into BookingCustomer

!insert (booking21, bill43) into BookingBill

!insert (booking21, roomReservation21) into BookingRoomReservation

!insert (roomReservation21, room21_701) into RoomReservationRoom

!insert (roomReservation21, extra21_1) into RoomReservationExtras
!insert (roomReservation21, extra21_2) into RoomReservationExtras

!insert (bill43, roomReservation21) into BillRoomReservation
</object_model>
No judge system prompt available
No judge user prompt available
No Shannon Data for this model Available: AddressBook, Football, MyExpenses, PickupNet, Restaurant, VehicleRental, VideoClub
LLM as a Judge
Unrealistic

The bill 'bill43' has a price of 0.0 despite being associated with 'roomReservation21', which contains an extra ('extra21_2' - Coffee and Snacks) that costs 15.0. Additionally, 'room21_701' has a base 'pricePerNight' of 0.0, which is not commercially viable, and renting a projector ('extra21_1') for a standard 1-bed hotel room is logically out of place.

Metrics
Stats i
Stats
Breakdown of the total cost and elapsed time for generating the instances.
  • Elapsed Time = Console Time (ie. Processing Time + API Calls)
  • Cost = (input tokens * input price) + (output tokens * output price)
Total Cost $0.26
Validation i
Validation
Measures the correctness of the instantiation using the USE check function.
  • Syntax = 1 - (Total Number of syntax errors [use check] / Total Number of lines [instance])
  • Multiplicities = 1 - (Total Number of multiplicities errors [use check] / Total Number of relationships ([instance] !insert))
  • Invariants = 1 - (Total Number of invariants errors [use check] / Total Number of invariants ([model] constraints))
Syntax 0/39
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 89.1%
String Equals 83.3%
String LV 80.3%
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 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 8/∞
Attributes 24/24
Relationships 7/∞
Viewer
!new Customer('customer24')
!customer24.firstName := 'Eva'
!customer24.lastName := 'Schneider'

!new Booking('booking23')
!booking23.startDate := '2024-01-15'
!booking23.endDate := '2024-01-22'
!booking23.canceled := false
!booking23.bookingId := 1041
!booking23.confirmed := true

!new Bill('bill46_1')
!bill46_1.price := 925.00
!bill46_1.billId := 3045

!new Bill('bill46_2')
!bill46_2.price := 925.00
!bill46_2.billId := 3046

!new RoomReservation('roomReservation23_1')
!roomReservation23_1.checkInDate := '2024-01-15'
!roomReservation23_1.checkOutDate := '2024-01-19'

!new RoomReservation('roomReservation23_2')
!roomReservation23_2.checkInDate := '2024-01-19'
!roomReservation23_2.checkOutDate := '2024-01-22'

!new Room('room23_12')
!room23_12.numBeds := 1
!room23_12.pricePerNight := 130.00
!room23_12.occupied := true
!room23_12.blocked := false
!room23_12.roomNumber := 12

!new Room('room23_14')
!room23_14.numBeds := 2
!room23_14.pricePerNight := 180.00
!room23_14.occupied := true
!room23_14.blocked := false
!room23_14.roomNumber := 14

!new RoomExtra('extra23_1')
!extra23_1.price := 65.00
!extra23_1.description := 'Ski Pass and Equipment Rental'

!new RoomExtra('extra23_2')
!extra23_2.price := 30.00
!extra23_2.description := 'Guided Snowshoe Hike'

!new FreeRoomTypesDTO('freeRoomType19')
!freeRoomType19.roomTypeDescription := 'Romantic Chalet Room'
!freeRoomType19.numBeds := 1
!freeRoomType19.pricePerNight := 150.00
!freeRoomType19.numFreeRooms := 5

!insert (booking23, customer24) into BookingCustomer

!insert (booking23, bill46_1) into BookingBill
!insert (booking23, bill46_2) into BookingBill

!insert (booking23, roomReservation23_1) into BookingRoomReservation
!insert (booking23, roomReservation23_2) into BookingRoomReservation

!insert (roomReservation23_1, room23_12) into RoomReservationRoom
!insert (roomReservation23_1, extra23_1) into RoomReservationExtras

!insert (roomReservation23_2, room23_14) into RoomReservationRoom
!insert (roomReservation23_2, extra23_2) into RoomReservationExtras

!insert (bill46_1, roomReservation23_1) into BillRoomReservation
!insert (bill46_2, roomReservation23_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 Alpine Lodge, a charming getaway nestled in the Austrian Alps, where breathtaking mountain vistas and cozy alpine hospitality define the experience. This scenario presents a varied instance exploring different facets of our hotel management model.

### Booking Details

- **Booking**:
  - **StartDate**: "2024-01-15"
  - **EndDate**: "2024-01-22"
  - **Canceled**: False
  - **BookingId**: 1041
  - **Confirmed**: True

### Customer Information

- **Customer**:
  - **FirstName**: "Eva"
  - **LastName**: "Schneider"

### Billing Details

- **Bill**:
  - **Price**: 1850.00
  - **BillId**: 3045

### RoomReservation Details

1. **RoomReservation 1**:
   - **CheckInDate**: "2024-01-15"
   - **CheckOutDate**: "2024-01-19"

2. **RoomReservation 2**:
   - **CheckInDate**: "2024-01-19"
   - **CheckOutDate**: "2024-01-22"

### Associated Rooms

- **Room 12**:
  - **NumBeds**: 1
  - **PricePerNight**: 130.00
  - **Occupied**: True
  - **Blocked**: False
  - **RoomNumber**: 12

- **Room 14**:
  - **NumBeds**: 2
  - **PricePerNight**: 180.00
  - **Occupied**: True
  - **Blocked**: False
  - **RoomNumber**: 14

### Room Extras

- **RoomExtra**:
  - **Price**: 65.00
  - **Description**: "Ski Pass and Equipment Rental"

- **RoomExtra**:
  - **Price**: 30.00
  - **Description**: "Guided Snowshoe Hike"

### FreeRoomTypesDTO

- **RoomType**:
  - **RoomTypeDescription**: "Romantic Chalet Room"
  - **NumBeds**: 1
  - **PricePerNight**: 150.00
  - **NumFreeRooms**: 5

### Relationships

- **Booking 1041**:
  - Associated with **Customer** Eva Schneider.
  - Linked to **Bill 3045** for a total of 1850.00 EUR.
  - Involves two **RoomReservations** (Reservation 1 & 2).

- **RoomReservation 1**:
  - Includes Room **12**.
  - Has RoomExtra: "Ski Pass and Equipment Rental".
  - Linked to **Bill 3045** (First four nights).

- **RoomReservation 2**:
  - Consists of Room **14**.
  - Includes RoomExtra: "Guided Snowshoe Hike".
  - Linked to **Bill 3045** (Last three nights).

This complex instance showcases Eva Schneider's enchanting stay at the Alpine Lodge, where she experiences the wintery charm of Austria through snowy adventures and alpine comforts. The mixture of different room accommodations and specialized winter activites reflects the system's capability to cater to recreational and seasonal demands, enhancing the guest's alpine retreat experience to its fullest potential.
The last output is partially incorrect: 
checking structure...
Multiplicity constraint violation in association `BillRoomReservation':
  Object `bill46' of class `Bill' is connected to 2 objects of class `RoomReservation'
  at association end `roomReservation' but the multiplicity is specified as `1'.

Please provide the complete output corrected
<domain_model>
model HotelManagement

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

class Bill
attributes
    price : Real
    billId : Integer
end

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

class Customer
attributes
    firstName : String
    lastName : String
end

class RoomReservation
attributes
    checkInDate : String
    checkOutDate : String
end

class RoomExtra
attributes
    price : Real
    description : String
end

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

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

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

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

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

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

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

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

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

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

<object_model>
!new Customer('customer24')
!customer24.firstName := 'Eva'
!customer24.lastName := 'Schneider'

!new Booking('booking23')
!booking23.startDate := '2024-01-15'
!booking23.endDate := '2024-01-22'
!booking23.canceled := false
!booking23.bookingId := 1041
!booking23.confirmed := true

!new Bill('bill46_1')
!bill46_1.price := 925.00
!bill46_1.billId := 3045

!new Bill('bill46_2')
!bill46_2.price := 925.00
!bill46_2.billId := 3046

!new RoomReservation('roomReservation23_1')
!roomReservation23_1.checkInDate := '2024-01-15'
!roomReservation23_1.checkOutDate := '2024-01-19'

!new RoomReservation('roomReservation23_2')
!roomReservation23_2.checkInDate := '2024-01-19'
!roomReservation23_2.checkOutDate := '2024-01-22'

!new Room('room23_12')
!room23_12.numBeds := 1
!room23_12.pricePerNight := 130.00
!room23_12.occupied := true
!room23_12.blocked := false
!room23_12.roomNumber := 12

!new Room('room23_14')
!room23_14.numBeds := 2
!room23_14.pricePerNight := 180.00
!room23_14.occupied := true
!room23_14.blocked := false
!room23_14.roomNumber := 14

!new RoomExtra('extra23_1')
!extra23_1.price := 65.00
!extra23_1.description := 'Ski Pass and Equipment Rental'

!new RoomExtra('extra23_2')
!extra23_2.price := 30.00
!extra23_2.description := 'Guided Snowshoe Hike'

!new FreeRoomTypesDTO('freeRoomType19')
!freeRoomType19.roomTypeDescription := 'Romantic Chalet Room'
!freeRoomType19.numBeds := 1
!freeRoomType19.pricePerNight := 150.00
!freeRoomType19.numFreeRooms := 5

!insert (booking23, customer24) into BookingCustomer

!insert (booking23, bill46_1) into BookingBill
!insert (booking23, bill46_2) into BookingBill

!insert (booking23, roomReservation23_1) into BookingRoomReservation
!insert (booking23, roomReservation23_2) into BookingRoomReservation

!insert (roomReservation23_1, room23_12) into RoomReservationRoom
!insert (roomReservation23_1, extra23_1) into RoomReservationExtras

!insert (roomReservation23_2, room23_14) into RoomReservationRoom
!insert (roomReservation23_2, extra23_2) into RoomReservationExtras

!insert (bill46_1, roomReservation23_1) into BillRoomReservation
!insert (bill46_2, roomReservation23_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 valid, well-structured scenario of a hotel stay, likely at a winter resort. The main booking dates (Jan 15 to Jan 22) perfectly align with the two consecutive room reservations (Jan 15-19 and Jan 19-22), demonstrating a completely plausible real-world scenario of a customer switching rooms during their stay. The room prices, attributes, and contextual extras (like a ski pass and snowshoe hike) are logically consistent and semantically sound.

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 $0.29
Validation i
Validation
Measures the correctness of the instantiation using the USE check function.
  • Syntax = 1 - (Total Number of syntax errors [use check] / Total Number of lines [instance])
  • Multiplicities = 1 - (Total Number of multiplicities errors [use check] / Total Number of relationships ([instance] !insert))
  • Invariants = 1 - (Total Number of invariants errors [use check] / Total Number of invariants ([model] constraints))
Syntax 0/55
Multiplicities 0/11
Invariants 0/3
Diversity i
Diversity
Measures the variability of the generated instances. Attributes (NumericEquals, StringEquals, StringLv): It identifies how much the LLM repeats specific values versus generating unique data points across instances (100%: Diverse, 0%: Repetitive). We group all generated attributes into bags (numeric and string) and then perform pairwise comparisons between every element to obtain. Structure (GED): Measures the Graph Edit Distance (GED) similarity between instances. Distribution (Shannon): Measures the entropy and evenness (balanced distribution) of the generated enum values.
  • NumericEquals = Total number of numeric attribute pairs with different values / Total number of possible pairs (n * (n - 1) / 2)
  • StringEquals = Total number of string attribute pairs that are NOT exactly identical / Total number of possible pairs (n * (n - 1) / 2)
  • StringLv = Sum of (Levenshtein Distance(a, b) / max(length(a), length(b))) for all string pairs / Total number of possible pairs (n * (n - 1) / 2)
  • GED = Similarity = 1 - (GED / (0.5 * (GED_to_empty_A + GED_to_empty_B))). 1 = red = identical graphs, <=0.5 = green = different graphs. We consider as edit operations: Nodes, Edges, Node_Labels and Edge_Labels [https://github.com/a-coman/ged]
  • Shannon (Active) = Entropy / log2(Number of unique groups actually generated). Measures how evenly the generated values are distributed, considering only the categories the LLM actually used.
  • Shannon (All) = Entropy / log2(Total number of valid groups defined in the model). Measures how evenly the generated values are distributed against the full spectrum of all possible valid options defined in the .use file.
Numeric 98.3%
String Equals 94.5%
String LV 74.5%
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 11/∞
Attributes 33/33
Relationships 11/∞
Viewer
!new Customer('customer28')
!customer28.firstName := 'Emergency'
!customer28.lastName := 'Coordinator'

!new Booking('booking27')
!booking27.startDate := '10-02-2024'
!booking27.endDate := '15-02-2024'
!booking27.canceled := false
!booking27.bookingId := 105
!booking27.confirmed := true

!new RoomReservation('roomReservation27')
!roomReservation27.checkInDate := '10-02-2024'
!roomReservation27.checkOutDate := '15-02-2024'

!new Room('room27_401')
!room27_401.numBeds := 4
!room27_401.pricePerNight := 0.00
!room27_401.occupied := true
!room27_401.blocked := false
!room27_401.roomNumber := 601

!new Room('room27_402')
!room27_402.numBeds := 4
!room27_402.pricePerNight := 0.00
!room27_402.occupied := true
!room27_402.blocked := false
!room27_402.roomNumber := 602

!new RoomExtra('extra27_1')
!extra27_1.price := 0.00
!extra27_1.description := 'Rapid Medical Assistance'

!new RoomExtra('extra27_2')
!extra27_2.price := 0.00
!extra27_2.description := 'Round-the-Clock Meal Service'

!new RoomExtra('extra27_3')
!extra27_3.price := 0.00
!extra27_3.description := 'Temporary Clothing Supply'

!new Bill('bill53')
!bill53.price := 0.00
!bill53.billId := 509

!insert (booking27, customer28) into BookingCustomer

!insert (booking27, roomReservation27) into BookingRoomReservation

!insert (booking27, bill53) into BookingBill

!insert (roomReservation27, room27_401) into RoomReservationRoom
!insert (roomReservation27, room27_402) into RoomReservationRoom

!insert (roomReservation27, extra27_1) into RoomReservationExtras
!insert (roomReservation27, extra27_2) into RoomReservationExtras
!insert (roomReservation27, extra27_3) into RoomReservationExtras

!insert (bill53, roomReservation27) 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: Emergency Evacuation Booking with Immediate Needs

### Description:
This instance depicts an extraordinary situation where a group of individuals is provided emergency shelter at the hotel due to a sudden evacuation necessity caused by a natural disaster. The booking is rushed, with all services needed immediately and reflected in a singular, comprehensive bill.

### Entities and Relationships:

#### Booking:
- **Attributes**:
  - `startDate`: "10-02-2024"
  - `endDate`: "15-02-2024"
  - `canceled`: `False`
  - `bookingId`: 105
  - `confirmed`: `True`

#### Customer:
- **Attributes**:
  - `firstName`: "Emergency"
  - `lastName`: "Coordinator"

#### RoomReservation:
- **Attributes**:
  - `checkInDate`: "10-02-2024"
  - `checkOutDate`: "15-02-2024"

#### Room:
1. **Room401**
   - **Attributes**:
     - `numBeds`: 4
     - `pricePerNight`: 0.00 (waived as part of emergency support)
     - `occupied`: `True`
     - `blocked`: `False`
     - `roomNumber`: 601

2. **Room402**
   - **Attributes**:
     - `numBeds`: 4
     - `pricePerNight`: 0.00 (waived)
     - `occupied`: `True`
     - `blocked`: `False`
     - `roomNumber`: 602

#### RoomExtra:
1. **Extra1**
   - **Attributes**:
     - `price`: 0.00
     - `description`: "Rapid Medical Assistance"
2. **Extra2**
   - **Attributes**:
     - `price`: 0.00
     - `description`: "Round-the-Clock Meal Service"
3. **Extra3**
   - **Attributes**:
     - `price`: 0.00
     - `description`: "Temporary Clothing Supply"

#### Bill:
- **Attributes**:
  - `price`: 0.00
  - `billId`: 509

### Relationships:

- **BookingCustomer**:
  - Booking ID 105 is associated with the Customer "Emergency Coordinator", representing the official in charge during the crisis.

- **BookingRoomReservation**:
  - Booking ID 105 is linked to a RoomReservation covering all necessary logistics for the temporarily displaced individuals.

- **BookingBill**:
  - Booking ID 105 is associated with Bill509, reflecting the waived costs as part of the emergency response.

- **RoomReservationExtras**:
  - The Room Reservation includes all RoomExtras (Extra1, Extra2, Extra3) needed for immediate support without any cost.

- **RoomReservationRoom**:
  - RoomReservation involves Room401 and Room402, ensuring immediate shelter for the affected group.

- **BillRoomReservation**:
  - Bill 509 is linked to the single Room Reservation, encapsulating the organized relief efforts and necessary amenities extended without charge.

### Special Scenario Characteristics:
- All room and service costs are waived as part of a humanitarian response, representing an unlikely but necessitated scenario of hotel adaptation.
- The instance showcases the hotel’s capacity to rapidly transform into an emergency operations center with comprehensive service offerings at no cost to the occupants.
- Operations focus not on hospitality or profit but on goodwill and essential support during crises, underscoring flexibility in a zero-revenue, high-community-service context.

This example highlights the exceptional circumstances under which the hotel services are rapidly adapted to cater to emergency shelter needs, illustrating emergency management efforts that extend beyond traditional hospitality roles.
<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('customer28')
!customer28.firstName := 'Emergency'
!customer28.lastName := 'Coordinator'

!new Booking('booking27')
!booking27.startDate := '10-02-2024'
!booking27.endDate := '15-02-2024'
!booking27.canceled := false
!booking27.bookingId := 105
!booking27.confirmed := true

!new RoomReservation('roomReservation27')
!roomReservation27.checkInDate := '10-02-2024'
!roomReservation27.checkOutDate := '15-02-2024'

!new Room('room27_401')
!room27_401.numBeds := 4
!room27_401.pricePerNight := 0.00
!room27_401.occupied := true
!room27_401.blocked := false
!room27_401.roomNumber := 601

!new Room('room27_402')
!room27_402.numBeds := 4
!room27_402.pricePerNight := 0.00
!room27_402.occupied := true
!room27_402.blocked := false
!room27_402.roomNumber := 602

!new RoomExtra('extra27_1')
!extra27_1.price := 0.00
!extra27_1.description := 'Rapid Medical Assistance'

!new RoomExtra('extra27_2')
!extra27_2.price := 0.00
!extra27_2.description := 'Round-the-Clock Meal Service'

!new RoomExtra('extra27_3')
!extra27_3.price := 0.00
!extra27_3.description := 'Temporary Clothing Supply'

!new Bill('bill53')
!bill53.price := 0.00
!bill53.billId := 509

!insert (booking27, customer28) into BookingCustomer

!insert (booking27, roomReservation27) into BookingRoomReservation

!insert (booking27, bill53) into BookingBill

!insert (roomReservation27, room27_401) into RoomReservationRoom
!insert (roomReservation27, room27_402) into RoomReservationRoom

!insert (roomReservation27, extra27_1) into RoomReservationExtras
!insert (roomReservation27, extra27_2) into RoomReservationExtras
!insert (roomReservation27, extra27_3) into RoomReservationExtras

!insert (bill53, roomReservation27) 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 consistent and plausible disaster relief or emergency response scenario. Rooms and emergency-specific extras (medical assistance, temporary clothing) are provided free of charge (price = 0.00). Furthermore, using 'Emergency' and 'Coordinator' for the customer's first and last name is a common realistic workaround in systems that lack a dedicated 'Organization' or 'Role' class.

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 $0.17
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 0/45
Multiplicities 0/9
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 75.8%
String Equals 94.4%
String LV 79.5%
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 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 9/∞
Attributes 27/27
Relationships 9/∞
Viewer
!new Customer('customer25')
!customer25.firstName := 'Jane'
!customer25.lastName := 'Dupont'

!new Booking('booking24')
!booking24.startDate := '2024-06-15'
!booking24.endDate := '2024-06-22'
!booking24.canceled := false
!booking24.bookingId := 5005
!booking24.confirmed := true

!new RoomReservation('roomReservation24_1')
!roomReservation24_1.checkInDate := '2024-06-15'
!roomReservation24_1.checkOutDate := '2024-06-22'

!new RoomReservation('roomReservation24_2')
!roomReservation24_2.checkInDate := '2024-06-15'
!roomReservation24_2.checkOutDate := '2024-06-22'

!new RoomReservation('roomReservation24_3')
!roomReservation24_3.checkInDate := '2024-06-15'
!roomReservation24_3.checkOutDate := '2024-06-22'

!new Room('room24_2101')
!room24_2101.numBeds := 1
!room24_2101.pricePerNight := 1250.0
!room24_2101.occupied := true
!room24_2101.blocked := false
!room24_2101.roomNumber := 2101

!new Room('room24_2102')
!room24_2102.numBeds := 1
!room24_2102.pricePerNight := 1250.0
!room24_2102.occupied := true
!room24_2102.blocked := false
!room24_2102.roomNumber := 2102

!new Room('room24_3101')
!room24_3101.numBeds := 1
!room24_3101.pricePerNight := 950.0
!room24_3101.occupied := true
!room24_3101.blocked := false
!room24_3101.roomNumber := 3101

!new Room('room24_3102')
!room24_3102.numBeds := 1
!room24_3102.pricePerNight := 950.0
!room24_3102.occupied := true
!room24_3102.blocked := false
!room24_3102.roomNumber := 3102

!new Room('room24_4101')
!room24_4101.numBeds := 1
!room24_4101.pricePerNight := 1500.0
!room24_4101.occupied := true
!room24_4101.blocked := false
!room24_4101.roomNumber := 4101

!new Bill('bill47')
!bill47.price := 8800.0
!bill47.billId := 901

!new Bill('bill48')
!bill48.price := 7600.0
!bill48.billId := 902

!new Bill('bill49')
!bill49.price := 12000.0
!bill49.billId := 903

!new RoomExtra('extra24_1')
!extra24_1.price := 300.0
!extra24_1.description := 'Wedding Arch Decoration'

!new RoomExtra('extra24_2')
!extra24_2.price := 200.0
!extra24_2.description := 'Private Dinner Setup on Beach'

!new FreeRoomTypesDTO('freeRoomType20')
!freeRoomType20.roomTypeDescription := 'Beachfront Suite'
!freeRoomType20.numBeds := 1
!freeRoomType20.pricePerNight := 1250.0
!freeRoomType20.numFreeRooms := 4

!insert (booking24, customer25) into BookingCustomer

!insert (booking24, roomReservation24_1) into BookingRoomReservation
!insert (booking24, roomReservation24_2) into BookingRoomReservation
!insert (booking24, roomReservation24_3) into BookingRoomReservation

!insert (booking24, bill47) into BookingBill
!insert (booking24, bill48) into BookingBill
!insert (booking24, bill49) into BookingBill

!insert (roomReservation24_1, room24_2101) into RoomReservationRoom
!insert (roomReservation24_1, room24_2102) into RoomReservationRoom

!insert (roomReservation24_2, room24_3101) into RoomReservationRoom
!insert (roomReservation24_2, room24_3102) into RoomReservationRoom

!insert (roomReservation24_3, room24_4101) into RoomReservationRoom

!insert (roomReservation24_1, extra24_1) into RoomReservationExtras
!insert (roomReservation24_2, extra24_2) into RoomReservationExtras

!insert (bill47, roomReservation24_1) into BillRoomReservation
!insert (bill48, roomReservation24_2) into BillRoomReservation
!insert (bill49, roomReservation24_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: Wedding Party Booking

### Scenario Description:
A luxurious booking is organized by Jane Dupont, a wedding planner from Paris, for a high-profile client’s wedding party at a prestigious hotel in Bali, Indonesia. This instance illustrates complications arising in booking numerous suites and managing unique wedding-related extras.

#### Booking
- **startDate**: "2024-06-15"
- **endDate**: "2024-06-22"
- **canceled**: False
- **bookingId**: 5005
- **confirmed**: True

#### Customer
- **firstName**: Jane
- **lastName**: Dupont

#### RoomReservations (Catering to different groups within the wedding party)
- **RoomReservation 1**:
  - **checkInDate**: "2024-06-15"
  - **checkOutDate**: "2024-06-22"
  - **Associated Rooms**:
    - **Room 2101**: Beachfront Suite
    - **Room 2102**: Beachfront Suite

- **RoomReservation 2**:
  - **checkInDate**: "2024-06-15"
  - **checkOutDate**: "2024-06-22"
  - **Associated Rooms**:
    - **Room 3101**: Garden View Suite
    - **Room 3102**: Garden View Suite

- **RoomReservation 3**:
  - **checkInDate**: "2024-06-15"
  - **checkOutDate**: "2024-06-22"
  - **Associated Rooms**:
    - **Room 4101**: Honeymoon Suite

#### Bills
- **Bill 1** (linked to RoomReservation 1):
  - **price**: 8800.0
  - **billId**: 901

- **Bill 2** (linked to RoomReservation 2):
  - **price**: 7600.0
  - **billId**: 902

- **Bill 3** (linked to RoomReservation 3):
  - **price**: 12000.0
  - **billId**: 903

#### FreeRoomTypesDTO (For Reference)
- **roomTypeDescription**: "Beachfront Suite"
- **numBeds**: 1
- **pricePerNight**: 1250.0
- **numFreeRooms**: 4

#### Room
- **Room 2101**:
  - **numBeds**: 1
  - **pricePerNight**: 1250.0
  - **occupied**: True
  - **blocked**: False
  - **roomNumber**: 2101
- **Room 3102**:
  - **numBeds**: 1
  - **pricePerNight**: 950.0
  - **occupied**: True
  - **blocked**: False
  - **roomNumber**: 3102

#### RoomExtra (Wedding-specific requests)
- **RoomExtra 1**:
  - **price**: 300.0
  - **description**: "Wedding Arch Decoration"
- **RoomExtra 2**:
  - **price**: 200.0
  - **description**: "Private Dinner Setup on Beach"

### Violation Note:
This booking scenario levies stress on the model due to the layered nature of distinct room types and additional services needed for a wedding setting. It illustrates constraints when one booking IDs attempts to account for differing room types and extras associated with a high-profile event, challenging the existing assumption that a booking manages uniform accommodations rather than a composite offering tailored to a specific event, thus showcasing overly restrictive rules in accommodating complex event-driven bookings.
<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('customer25')
!customer25.firstName := 'Jane'
!customer25.lastName := 'Dupont'

!new Booking('booking24')
!booking24.startDate := '2024-06-15'
!booking24.endDate := '2024-06-22'
!booking24.canceled := false
!booking24.bookingId := 5005
!booking24.confirmed := true

!new RoomReservation('roomReservation24_1')
!roomReservation24_1.checkInDate := '2024-06-15'
!roomReservation24_1.checkOutDate := '2024-06-22'

!new RoomReservation('roomReservation24_2')
!roomReservation24_2.checkInDate := '2024-06-15'
!roomReservation24_2.checkOutDate := '2024-06-22'

!new RoomReservation('roomReservation24_3')
!roomReservation24_3.checkInDate := '2024-06-15'
!roomReservation24_3.checkOutDate := '2024-06-22'

!new Room('room24_2101')
!room24_2101.numBeds := 1
!room24_2101.pricePerNight := 1250.0
!room24_2101.occupied := true
!room24_2101.blocked := false
!room24_2101.roomNumber := 2101

!new Room('room24_2102')
!room24_2102.numBeds := 1
!room24_2102.pricePerNight := 1250.0
!room24_2102.occupied := true
!room24_2102.blocked := false
!room24_2102.roomNumber := 2102

!new Room('room24_3101')
!room24_3101.numBeds := 1
!room24_3101.pricePerNight := 950.0
!room24_3101.occupied := true
!room24_3101.blocked := false
!room24_3101.roomNumber := 3101

!new Room('room24_3102')
!room24_3102.numBeds := 1
!room24_3102.pricePerNight := 950.0
!room24_3102.occupied := true
!room24_3102.blocked := false
!room24_3102.roomNumber := 3102

!new Room('room24_4101')
!room24_4101.numBeds := 1
!room24_4101.pricePerNight := 1500.0
!room24_4101.occupied := true
!room24_4101.blocked := false
!room24_4101.roomNumber := 4101

!new Bill('bill47')
!bill47.price := 8800.0
!bill47.billId := 901

!new Bill('bill48')
!bill48.price := 7600.0
!bill48.billId := 902

!new Bill('bill49')
!bill49.price := 12000.0
!bill49.billId := 903

!new RoomExtra('extra24_1')
!extra24_1.price := 300.0
!extra24_1.description := 'Wedding Arch Decoration'

!new RoomExtra('extra24_2')
!extra24_2.price := 200.0
!extra24_2.description := 'Private Dinner Setup on Beach'

!new FreeRoomTypesDTO('freeRoomType20')
!freeRoomType20.roomTypeDescription := 'Beachfront Suite'
!freeRoomType20.numBeds := 1
!freeRoomType20.pricePerNight := 1250.0
!freeRoomType20.numFreeRooms := 4

!insert (booking24, customer25) into BookingCustomer

!insert (booking24, roomReservation24_1) into BookingRoomReservation
!insert (booking24, roomReservation24_2) into BookingRoomReservation
!insert (booking24, roomReservation24_3) into BookingRoomReservation

!insert (booking24, bill47) into BookingBill
!insert (booking24, bill48) into BookingBill
!insert (booking24, bill49) into BookingBill

!insert (roomReservation24_1, room24_2101) into RoomReservationRoom
!insert (roomReservation24_1, room24_2102) into RoomReservationRoom

!insert (roomReservation24_2, room24_3101) into RoomReservationRoom
!insert (roomReservation24_2, room24_3102) into RoomReservationRoom

!insert (roomReservation24_3, room24_4101) into RoomReservationRoom

!insert (roomReservation24_1, extra24_1) into RoomReservationExtras
!insert (roomReservation24_2, extra24_2) into RoomReservationExtras

!insert (bill47, roomReservation24_1) into BillRoomReservation
!insert (bill48, roomReservation24_2) into BillRoomReservation
!insert (bill49, roomReservation24_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 highly cohesive and logically consistent real-world scenario of a customer booking multiple high-end hotel rooms for a week-long event (implied to be a beach wedding, given the 'Wedding Arch Decoration' and 'Private Dinner Setup on Beach' extras). The prices, dates, room allocations, and multiplicities all align plausibly with this scenario without violating any constraints or common sense.

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 $0.16
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 94.6%
String Equals 84.6%
String LV 66.2%
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 16/∞
Attributes 52/52
Relationships 17/∞