AddressBook / gen1

Viewer
!new AddressBook('addressBook1')

!new Company('company1')
!company1.name := 'TechCorp'
!company1.phone := '123-456-7890'
!company1.website := 'www.techcorp.com'
!company1.email := 'info@techcorp.com'
!company1.industry := 'Technology'

!new Person('person1')
!person1.name := 'John Doe'
!person1.phone := '987-654-3210'
!person1.website := 'www.johndoeconsulting.com'
!person1.email := 'john.doe@example.com'
!person1.title := 'CEO'

!new Person('person2')
!person2.name := 'Jane Smith'
!person2.phone := '123-321-1234'
!person2.website := 'www.janesmith.me'
!person2.email := 'jane.smith@example.com'
!person2.title := 'Developer'

!new Note('note1')
!note1.author := 'John Doe'
!note1.time := Date('2023-10-05')
!note1.type := #MEETING
!note1.comment := 'Discuss project update.'

!new Note('note2')
!note2.author := 'Jane Smith'
!note2.time := Date('2023-10-06')
!note2.type := #CALL
!note2.comment := 'Follow up on action items.'

!new Address('address1')
!address1.city := 'TechCity'
!address1.houseNr := '1234'
!address1.street := 'Innovation Lane'

!new Address('address2')
!address2.city := 'Smithtown'
!address2.houseNr := '5678'
!address2.street := 'Development Drive'

!new Relationship('relationship1')
!relationship1.type := #BOSS

!new Relationship('relationship2')
!relationship2.type := #EMPLOYEE

!insert (addressBook1, company1) into AddressBookMadeOfContact
!insert (addressBook1, person1) into AddressBookMadeOfContact
!insert (addressBook1, person2) into AddressBookMadeOfContact

!insert (company1, note1) into ContactContainsNote
!insert (person2, note2) into ContactContainsNote

!insert (company1, relationship1) into ContactToRelationship
!insert (relationship1, person1) into RelationshipToContact

!insert (person1, relationship2) into ContactToRelationship
!insert (relationship2, person2) into RelationshipToContact

!insert (company1, address1) into ContactContainsAddress
!insert (person2, address2) into ContactContainsAddress
model AddressBook

enum NoteType {
    MEETING,
    CALL,
    EMAIL
}

enum RelationshipType {
    BOSS,
    EMPLOYEE,
    SUBDIVISION,
    COWORKER
}

dataType Date
operations
    Date(date : String)
end

class AddressBook
end

abstract class Contact
attributes
    name : String
    phone : String
    website : String
    email : String
end

class Note
attributes
    author : String
    time : Date
    type : NoteType
    comment : String
end

class Company < Contact
attributes
    industry : String
end

class Person < Contact
attributes
    title : String
end

class Address
attributes
    city : String
    houseNr : String
    street : String
end

class Relationship
attributes
    type : RelationshipType
end

composition AddressBookMadeOfContact between
    AddressBook[1]
    Contact[*]
end

composition ContactContainsNote between
    Contact[1]
    Note[*]
end

association RelationshipToContact between
    Relationship[*] role isRelated
    Contact[1] role target
end

composition ContactToRelationship between
    Contact[1]
    Relationship[*] role relates
end

composition ContactContainsAddress between
    Contact[1] role source
    Address[*] role address
end


constraints
context Contact inv DifferentSourceTarget:
    self.relates->forAll(r | r.target<>self)
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>
Create an instance for the following domain model:
<domain_model>
model AddressBook

enum NoteType {
    MEETING,
    CALL,
    EMAIL
}

enum RelationshipType {
    BOSS,
    EMPLOYEE,
    SUBDIVISION,
    COWORKER
}

dataType Date
operations
    Date(date : String)
end

class AddressBook
end

abstract class Contact
attributes
    name : String
    phone : String
    website : String
    email : String
end

class Note
attributes
    author : String
    time : Date
    type : NoteType
    comment : String
end

class Company < Contact
attributes
    industry : String
end

class Person < Contact
attributes
    title : String
end

class Address
attributes
    city : String
    houseNr : String
    street : String
end

class Relationship
attributes
    type : RelationshipType
end

composition AddressBookMadeOfContact between
    AddressBook[1]
    Contact[*]
end

composition ContactContainsNote between
    Contact[1]
    Note[*]
end

association RelationshipToContact between
    Relationship[*] role isRelated
    Contact[1] role target
end

composition ContactToRelationship between
    Contact[1]
    Relationship[*] role relates
end

composition ContactContainsAddress between
    Contact[1] role source
    Address[*] role address
end


constraints
context Contact inv DifferentSourceTarget:
    self.relates->forAll(r | r.target<>self)
</domain_model>
<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 AddressBook

enum NoteType {
    MEETING,
    CALL,
    EMAIL
}

enum RelationshipType {
    BOSS,
    EMPLOYEE,
    SUBDIVISION,
    COWORKER
}

dataType Date
operations
    Date(date : String)
end

class AddressBook
end

abstract class Contact
attributes
    name : String
    phone : String
    website : String
    email : String
end

class Note
attributes
    author : String
    time : Date
    type : NoteType
    comment : String
end

class Company < Contact
attributes
    industry : String
end

class Person < Contact
attributes
    title : String
end

class Address
attributes
    city : String
    houseNr : String
    street : String
end

class Relationship
attributes
    type : RelationshipType
end

composition AddressBookMadeOfContact between
    AddressBook[1]
    Contact[*]
end

composition ContactContainsNote between
    Contact[1]
    Note[*]
end

association RelationshipToContact between
    Relationship[*] role isRelated
    Contact[1] role target
end

composition ContactToRelationship between
    Contact[1]
    Relationship[*] role relates
end

composition ContactContainsAddress between
    Contact[1] role source
    Address[*] role address
end


constraints
context Contact inv DifferentSourceTarget:
    self.relates->forAll(r | r.target<>self)
</domain_model>

<object_model>
!new AddressBook('addressBook1')

!new Company('company1')
!company1.name := 'TechCorp'
!company1.phone := '123-456-7890'
!company1.website := 'www.techcorp.com'
!company1.email := 'info@techcorp.com'
!company1.industry := 'Technology'

!new Person('person1')
!person1.name := 'John Doe'
!person1.phone := '987-654-3210'
!person1.website := 'www.johndoeconsulting.com'
!person1.email := 'john.doe@example.com'
!person1.title := 'CEO'

!new Person('person2')
!person2.name := 'Jane Smith'
!person2.phone := '123-321-1234'
!person2.website := 'www.janesmith.me'
!person2.email := 'jane.smith@example.com'
!person2.title := 'Developer'

!new Note('note1')
!note1.author := 'John Doe'
!note1.time := Date('2023-10-05')
!note1.type := #MEETING
!note1.comment := 'Discuss project update.'

!new Note('note2')
!note2.author := 'Jane Smith'
!note2.time := Date('2023-10-06')
!note2.type := #CALL
!note2.comment := 'Follow up on action items.'

!new Address('address1')
!address1.city := 'TechCity'
!address1.houseNr := '1234'
!address1.street := 'Innovation Lane'

!new Address('address2')
!address2.city := 'Smithtown'
!address2.houseNr := '5678'
!address2.street := 'Development Drive'

!new Relationship('relationship1')
!relationship1.type := #BOSS

!new Relationship('relationship2')
!relationship2.type := #EMPLOYEE

!insert (addressBook1, company1) into AddressBookMadeOfContact
!insert (addressBook1, person1) into AddressBookMadeOfContact
!insert (addressBook1, person2) into AddressBookMadeOfContact

!insert (company1, note1) into ContactContainsNote
!insert (person2, note2) into ContactContainsNote

!insert (company1, relationship1) into ContactToRelationship
!insert (relationship1, person1) into RelationshipToContact

!insert (person1, relationship2) into ContactToRelationship
!insert (relationship2, person2) into RelationshipToContact

!insert (company1, address1) into ContactContainsAddress
!insert (person2, address2) into ContactContainsAddress
</object_model>
Note.type
Evenness (active groups) = 1.0000 Evenness (all groups) = 0.6309
1
MEETING
1
CALL
0
EMAIL
Relationship.type
Evenness (active groups) = 1.0000 Evenness (all groups) = 0.5000
1
BOSS
1
EMPLOYEE
0
SUBDIVISION
0
COWORKER
LLM as a Judge
Realistic

The object model represents a standard and completely plausible address book snapshot. The attributes for companies and persons (names, emails, phone numbers, job titles) contain valid and standard formats. The relationships (a company related to a CEO as 'BOSS', a CEO related to a developer as 'EMPLOYEE') make logical sense, and adding meeting/call notes to contacts reflects a normal real-world use case for a CRM or address book. All constraints and cardinalities are respected.

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 0/52
Multiplicities 0/11
Invariants 0/1
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
String Equals 99.3%
String LV 88.8%
Shannon (Active) 1.000 ± 0.000
Shannon (All) 0.565 ± 0.065
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 10/∞
Attributes 31/31
Relationships 11/∞
Viewer
!new AddressBook('GlobalConnectAddressBook')

!new Person('MariaGonzalez')
!MariaGonzalez.name := 'Maria Gonzalez'
!MariaGonzalez.phone := '+34-608-123456'
!MariaGonzalez.website := 'www.mariagonzalez.com'
!MariaGonzalez.email := 'maria.gonzalez@example.com'
!MariaGonzalez.title := 'Software Engineer'

!new Address('MariaGonzalezAddress')
!MariaGonzalezAddress.city := 'Barcelona'
!MariaGonzalezAddress.street := 'Carrer de Balmes'
!MariaGonzalezAddress.houseNr := '10B'
!insert (MariaGonzalez, MariaGonzalezAddress) into ContactContainsAddress

!new Note('MariaGonzalezNote1')
!MariaGonzalezNote1.author := 'Maria Gonzalez'
!MariaGonzalezNote1.time := Date('2023-03-15')
!MariaGonzalezNote1.type := #MEETING
!MariaGonzalezNote1.comment := 'Discuss project milestones with team A.'
!insert (MariaGonzalez, MariaGonzalezNote1) into ContactContainsNote

!new Note('MariaGonzalezNote2')
!MariaGonzalezNote2.author := 'Maria Gonzalez'
!MariaGonzalezNote2.time := Date('2023-06-05')
!MariaGonzalezNote2.type := #CALL
!MariaGonzalezNote2.comment := 'Client feedback on the recent software release.'
!insert (MariaGonzalez, MariaGonzalezNote2) into ContactContainsNote

!new Person('AliceChen')
!AliceChen.name := 'Alice Chen'
!AliceChen.phone := '+86-21-3338-7766'
!AliceChen.website := 'www.alicechen.cn'
!AliceChen.email := 'alice.chen@example.cn'
!AliceChen.title := 'Product Manager'

!new Address('AliceChenAddress')
!AliceChenAddress.city := 'Shanghai'
!AliceChenAddress.street := 'Nanjing Road'
!AliceChenAddress.houseNr := '89'
!insert (AliceChen, AliceChenAddress) into ContactContainsAddress

!new Note('AliceChenNote1')
!AliceChenNote1.author := 'Alice Chen'
!AliceChenNote1.time := Date('2023-05-01')
!AliceChenNote1.type := #CALL
!AliceChenNote1.comment := 'Supplier negotiation update.'
!insert (AliceChen, AliceChenNote1) into ContactContainsNote

!new Relationship('MariaToAliceCoworker')
!MariaToAliceCoworker.type := #COWORKER
!insert (MariaToAliceCoworker, AliceChen) into RelationshipToContact
!insert (MariaGonzalez, MariaToAliceCoworker) into ContactToRelationship

!new Person('DavidEllis')
!DavidEllis.name := 'David Ellis'
!DavidEllis.phone := '+44-20-555-9876'
!DavidEllis.website := 'www.davidellis.net'
!DavidEllis.email := 'david.ellis@corporatemail.com'
!DavidEllis.title := 'CEO'

!new Address('DavidEllisAddress')
!DavidEllisAddress.city := 'London'
!DavidEllisAddress.street := 'Kensington High St'
!DavidEllisAddress.houseNr := '245'
!insert (DavidEllis, DavidEllisAddress) into ContactContainsAddress

!new Note('DavidEllisNote1')
!DavidEllisNote1.author := 'David Ellis'
!DavidEllisNote1.time := Date('2023-11-14')
!DavidEllisNote1.type := #MEETING
!DavidEllisNote1.comment := 'Board meeting scheduled for next year\'s planning.'
!insert (DavidEllis, DavidEllisNote1) into ContactContainsNote

!new Relationship('MariaToDavidBoss')
!MariaToDavidBoss.type := #BOSS
!insert (MariaToDavidBoss, DavidEllis) into RelationshipToContact
!insert (MariaGonzalez, MariaToDavidBoss) into ContactToRelationship

!new Relationship('DavidToMariaEmployee')
!DavidToMariaEmployee.type := #EMPLOYEE
!insert (DavidToMariaEmployee, MariaGonzalez) into RelationshipToContact
!insert (DavidEllis, DavidToMariaEmployee) into ContactToRelationship

!new Relationship('DavidToAliceCoworker')
!DavidToAliceCoworker.type := #COWORKER
!insert (DavidToAliceCoworker, AliceChen) into RelationshipToContact
!insert (DavidEllis, DavidToAliceCoworker) into ContactToRelationship

!new Company('TechSolutionsLtd')
!TechSolutionsLtd.name := 'Tech Solutions Ltd.'
!TechSolutionsLtd.phone := '+1-213-555-0110'
!TechSolutionsLtd.website := 'www.techsolutions.com'
!TechSolutionsLtd.email := 'contact@techsolutions.com'
!TechSolutionsLtd.industry := 'Information Technology'

!new Address('TechSolutionsAddress1')
!TechSolutionsAddress1.city := 'Los Angeles'
!TechSolutionsAddress1.street := 'Sunset Blvd'
!TechSolutionsAddress1.houseNr := '120'
!insert (TechSolutionsLtd, TechSolutionsAddress1) into ContactContainsAddress

!new Address('TechSolutionsAddress2')
!TechSolutionsAddress2.city := 'New York'
!TechSolutionsAddress2.street := 'Avenue of the Americas'
!TechSolutionsAddress2.houseNr := '55'
!insert (TechSolutionsLtd, TechSolutionsAddress2) into ContactContainsAddress

!new Note('TechSolutionsNote1')
!TechSolutionsNote1.author := 'John Doe'
!TechSolutionsNote1.time := Date('2023-08-22')
!TechSolutionsNote1.type := #EMAIL
!TechSolutionsNote1.comment := 'Confirmation of the annual contract renewal.'
!insert (TechSolutionsLtd, TechSolutionsNote1) into ContactContainsNote

!new Relationship('AliceToTechSolutionsSubdivision')
!AliceToTechSolutionsSubdivision.type := #SUBDIVISION
!insert (AliceToTechSolutionsSubdivision, TechSolutionsLtd) into RelationshipToContact
!insert (AliceChen, AliceToTechSolutionsSubdivision) into ContactToRelationship

!insert (GlobalConnectAddressBook, MariaGonzalez) into AddressBookMadeOfContact
!insert (GlobalConnectAddressBook, TechSolutionsLtd) into AddressBookMadeOfContact
!insert (GlobalConnectAddressBook, DavidEllis) into AddressBookMadeOfContact
!insert (GlobalConnectAddressBook, AliceChen) into AddressBookMadeOfContact
model AddressBook

enum NoteType {
    MEETING,
    CALL,
    EMAIL
}

enum RelationshipType {
    BOSS,
    EMPLOYEE,
    SUBDIVISION,
    COWORKER
}

dataType Date
operations
    Date(date : String)
end

class AddressBook
end

abstract class Contact
attributes
    name : String
    phone : String
    website : String
    email : String
end

class Note
attributes
    author : String
    time : Date
    type : NoteType
    comment : String
end

class Company < Contact
attributes
    industry : String
end

class Person < Contact
attributes
    title : String
end

class Address
attributes
    city : String
    houseNr : String
    street : String
end

class Relationship
attributes
    type : RelationshipType
end

composition AddressBookMadeOfContact between
    AddressBook[1]
    Contact[*]
end

composition ContactContainsNote between
    Contact[1]
    Note[*]
end

association RelationshipToContact between
    Relationship[*] role isRelated
    Contact[1] role target
end

composition ContactToRelationship between
    Contact[1]
    Relationship[*] role relates
end

composition ContactContainsAddress between
    Contact[1] role source
    Address[*] role address
end


constraints
context Contact inv DifferentSourceTarget:
    self.relates->forAll(r | r.target<>self)
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 AddressBook

enum NoteType {
    MEETING,
    CALL,
    EMAIL
}

enum RelationshipType {
    BOSS,
    EMPLOYEE,
    SUBDIVISION,
    COWORKER
}

dataType Date
operations
    Date(date : String)
end

class AddressBook
end

abstract class Contact
attributes
    name : String
    phone : String
    website : String
    email : String
end

class Note
attributes
    author : String
    time : Date
    type : NoteType
    comment : String
end

class Company < Contact
attributes
    industry : String
end

class Person < Contact
attributes
    title : String
end

class Address
attributes
    city : String
    houseNr : String
    street : String
end

class Relationship
attributes
    type : RelationshipType
end

composition AddressBookMadeOfContact between
    AddressBook[1]
    Contact[*]
end

composition ContactContainsNote between
    Contact[1]
    Note[*]
end

association RelationshipToContact between
    Relationship[*] role isRelated
    Contact[1] role target
end

composition ContactToRelationship between
    Contact[1]
    Relationship[*] role relates
end

composition ContactContainsAddress between
    Contact[1] role source
    Address[*] role address
end


constraints
context Contact inv DifferentSourceTarget:
    self.relates->forAll(r | r.target<>self)
# Conceptual model description:
## Description
The model represents an address book system where an address book can contain multiple contacts, such as people and companies. Contacts can have associated notes, addresses, and relationships with other contacts. The primary purpose is to manage and record contact information, notes, and relationships within an address book.

### Components
- **NoteType (enum)**: Enumerates the types of notes, including MEETING, CALL, and EMAIL.
- **RelationshipType (enum)**: Defines possible relationship types: BOSS, EMPLOYEE, SUBDIVISION, COWORKER.
- **Date (dataType)**: Represents a date, initialized using a string.
- **AddressBook (class)**: Acts as the container for all contacts.
- **Contact (abstract class)**: Represents the general concept of a contact with attributes such as name, phone, website, and email.
- **Note (class)**: Contains note details with attributes author, time (Date type), type (NoteType), and comment.
- **Company (class)**: Specialized contact for companies with an additional attribute, industry.
- **Person (class)**: Specialized contact for people with an additional attribute, title.
- **Address (class)**: Represents an address with attributes city, houseNr, and street.
- **Relationship (class)**: Represents a relationship between contacts, featuring a type attribute of RelationshipType.

## Relationships
- **AddressBookMadeOfContact**: A composition between AddressBook and Contact.
  - AddressBook: Exactly 1 instance of AddressBook.
  - Contact: Zero or more instances associated with an AddressBook.

- **ContactContainsNote**: A composition between Contact and Note.
  - Contact: Exactly 1 instance of Contact.
  - Note: Zero or more instances associated with a Contact.

- **RelationshipToContact**: An association between Relationship and Contact.
  - Relationship: Zero or more instances associated as relating entities.
  - Contact: Exactly 1 instance acts as the target.

- **ContactToRelationship**: A composition between Contact and Relationship.
  - Contact: Exactly 1 instance of Contact.
  - Relationship: Zero or more instances associated as related entities.

- **ContactContainsAddress**: A composition between Contact and Address.
  - Contact: Exactly 1 instance of Contact.
  - Address: Zero or more instances associated as addresses.

## Invariants
- **DifferentSourceTarget (context Contact)**: Ensures that a Contact cannot be the target of its own relationships. This constraint is expressed as: `self.relates->forAll(r | r.target<>self)`.

# Category: Baseline Instances
Create a baseline instance. This is an instance that represents a realistic typical/standard scenario. Ensure every class and relationship is present in the instance at least once.
Continue with the following description, creating the instance according to the syntax example and this specification: 
## Instance: Global Connect Address Book

### Address Book
- **Name**: Global Connect Address Book

### Contacts

#### 1. Person Contact
- **Name**: Maria Gonzalez
- **Phone**: +34-608-123456
- **Website**: www.mariagonzalez.com
- **Email**: maria.gonzalez@example.com
- **Title**: Software Engineer

##### Notes for Maria Gonzalez
1. **Note**
   - **Author**: Maria Gonzalez
   - **Time**: "2023-03-15"
   - **Type**: MEETING
   - **Comment**: Discuss project milestones with team A.

2. **Note**
   - **Author**: Maria Gonzalez
   - **Time**: "2023-06-05"
   - **Type**: CALL
   - **Comment**: Client feedback on the recent software release.

##### Address for Maria Gonzalez
- **City**: Barcelona
- **House Number**: 10B
- **Street**: Carrer de Balmes

##### Relationships for Maria Gonzalez
1. **Relationship**
   - **Type**: COWORKER
   - **Target**: Alice Chen

2. **Relationship**
   - **Type**: BOSS
   - **Target**: David Ellis

#### 2. Company Contact
- **Name**: Tech Solutions Ltd.
- **Phone**: +1-213-555-0110
- **Website**: www.techsolutions.com
- **Email**: contact@techsolutions.com
- **Industry**: Information Technology

##### Notes for Tech Solutions Ltd.
- **Note**
  - **Author**: John Doe
  - **Time**: "2023-08-22"
  - **Type**: EMAIL
  - **Comment**: Confirmation of the annual contract renewal.

##### Address for Tech Solutions Ltd.
1. **Address**
   - **City**: Los Angeles
   - **House Number**: 120
   - **Street**: Sunset Blvd

2. **Address**
   - **City**: New York
   - **House Number**: 55
   - **Street**: Avenue of the Americas

#### 3. Person Contact
- **Name**: David Ellis
- **Phone**: +44-20-555-9876
- **Website**: www.davidellis.net
- **Email**: david.ellis@corporatemail.com
- **Title**: CEO

##### Notes for David Ellis
- **Note**
  - **Author**: David Ellis
  - **Time**: "2023-11-14"
  - **Type**: MEETING
  - **Comment**: Board meeting scheduled for next year's planning.

##### Address for David Ellis
- **City**: London
- **House Number**: 245
- **Street**: Kensington High St

##### Relationships for David Ellis
1. **Relationship**
   - **Type**: EMPLOYEE
   - **Target**: Maria Gonzalez

2. **Relationship**
   - **Type**: COWORKER
   - **Target**: Alice Chen

#### 4. Person Contact
- **Name**: Alice Chen
- **Phone**: +86-21-3338-7766
- **Website**: www.alicechen.cn
- **Email**: alice.chen@example.cn
- **Title**: Product Manager

##### Notes for Alice Chen
- **Note**
  - **Author**: Alice Chen
  - **Time**: "2023-05-01"
  - **Type**: CALL
  - **Comment**: Supplier negotiation update.

##### Address for Alice Chen
- **City**: Shanghai
- **House Number**: 89
- **Street**: Nanjing Road

##### Relationships for Alice Chen
- **Relationship**
  - **Type**: SUBDIVISION
  - **Target**: Tech Solutions Ltd.

### Relationships

- **Maria Gonzalez** is a **COWORKER** with **Alice Chen**.
- **Maria Gonzalez** reports to her **BOSS**, **David Ellis**.
- **David Ellis** works as a **COWORKER** with **Alice Chen**.
- **David Ellis** is the **BOSS** of **Maria Gonzalez**.
- **Alice Chen** oversees a **SUBDIVISION**, which is **Tech Solutions Ltd**.

This address book model encapsulates a basic yet comprehensive scenario, representing different contacts, affiliations, and varied geographical presence. It ensures all aspects and relationships are covered.
The last output is partially incorrect: 
temp.soil> !MariaToAliceCoworker.type := #COWORKER
temp.soil> !insert (MariaToAliceCoworker, AliceChen) into RelationshipToContact
<input>:1:0: Variable `AliceChen' in expression `AliceChen' is undefined.

temp.soil> !MariaToDavidBoss.type := #BOSS
temp.soil> !insert (MariaToDavidBoss, DavidEllis) into RelationshipToContact
<input>:1:0: Variable `DavidEllis' in expression `DavidEllis' is undefined.

temp.soil> !DavidEllisNote1.type := #MEETING
temp.soil> !DavidEllisNote1.comment := "Board meeting scheduled for next year's planning."
<input>:line 1:15 mismatched input '.' expecting :=

temp.soil> !DavidToAliceCoworker.type := #COWORKER
temp.soil> !insert (DavidToAliceCoworker, AliceChen) into RelationshipToContact
<input>:1:0: Variable `AliceChen' in expression `AliceChen' is undefined.

Please provide the complete output corrected
The last output is partially incorrect: 
temp.soil> !DavidEllisNote1.type := #MEETING
temp.soil> !DavidEllisNote1.comment := "Board meeting scheduled for next year's planning."
<input>:line 1:15 mismatched input '.' expecting :=

Please provide the complete output corrected
<domain_model>
model AddressBook

enum NoteType {
    MEETING,
    CALL,
    EMAIL
}

enum RelationshipType {
    BOSS,
    EMPLOYEE,
    SUBDIVISION,
    COWORKER
}

dataType Date
operations
    Date(date : String)
end

class AddressBook
end

abstract class Contact
attributes
    name : String
    phone : String
    website : String
    email : String
end

class Note
attributes
    author : String
    time : Date
    type : NoteType
    comment : String
end

class Company < Contact
attributes
    industry : String
end

class Person < Contact
attributes
    title : String
end

class Address
attributes
    city : String
    houseNr : String
    street : String
end

class Relationship
attributes
    type : RelationshipType
end

composition AddressBookMadeOfContact between
    AddressBook[1]
    Contact[*]
end

composition ContactContainsNote between
    Contact[1]
    Note[*]
end

association RelationshipToContact between
    Relationship[*] role isRelated
    Contact[1] role target
end

composition ContactToRelationship between
    Contact[1]
    Relationship[*] role relates
end

composition ContactContainsAddress between
    Contact[1] role source
    Address[*] role address
end


constraints
context Contact inv DifferentSourceTarget:
    self.relates->forAll(r | r.target<>self)
</domain_model>

<object_model>
!new AddressBook('GlobalConnectAddressBook')

!new Person('MariaGonzalez')
!MariaGonzalez.name := 'Maria Gonzalez'
!MariaGonzalez.phone := '+34-608-123456'
!MariaGonzalez.website := 'www.mariagonzalez.com'
!MariaGonzalez.email := 'maria.gonzalez@example.com'
!MariaGonzalez.title := 'Software Engineer'

!new Address('MariaGonzalezAddress')
!MariaGonzalezAddress.city := 'Barcelona'
!MariaGonzalezAddress.street := 'Carrer de Balmes'
!MariaGonzalezAddress.houseNr := '10B'
!insert (MariaGonzalez, MariaGonzalezAddress) into ContactContainsAddress

!new Note('MariaGonzalezNote1')
!MariaGonzalezNote1.author := 'Maria Gonzalez'
!MariaGonzalezNote1.time := Date('2023-03-15')
!MariaGonzalezNote1.type := #MEETING
!MariaGonzalezNote1.comment := 'Discuss project milestones with team A.'
!insert (MariaGonzalez, MariaGonzalezNote1) into ContactContainsNote

!new Note('MariaGonzalezNote2')
!MariaGonzalezNote2.author := 'Maria Gonzalez'
!MariaGonzalezNote2.time := Date('2023-06-05')
!MariaGonzalezNote2.type := #CALL
!MariaGonzalezNote2.comment := 'Client feedback on the recent software release.'
!insert (MariaGonzalez, MariaGonzalezNote2) into ContactContainsNote

!new Person('AliceChen')
!AliceChen.name := 'Alice Chen'
!AliceChen.phone := '+86-21-3338-7766'
!AliceChen.website := 'www.alicechen.cn'
!AliceChen.email := 'alice.chen@example.cn'
!AliceChen.title := 'Product Manager'

!new Address('AliceChenAddress')
!AliceChenAddress.city := 'Shanghai'
!AliceChenAddress.street := 'Nanjing Road'
!AliceChenAddress.houseNr := '89'
!insert (AliceChen, AliceChenAddress) into ContactContainsAddress

!new Note('AliceChenNote1')
!AliceChenNote1.author := 'Alice Chen'
!AliceChenNote1.time := Date('2023-05-01')
!AliceChenNote1.type := #CALL
!AliceChenNote1.comment := 'Supplier negotiation update.'
!insert (AliceChen, AliceChenNote1) into ContactContainsNote

!new Relationship('MariaToAliceCoworker')
!MariaToAliceCoworker.type := #COWORKER
!insert (MariaToAliceCoworker, AliceChen) into RelationshipToContact
!insert (MariaGonzalez, MariaToAliceCoworker) into ContactToRelationship

!new Person('DavidEllis')
!DavidEllis.name := 'David Ellis'
!DavidEllis.phone := '+44-20-555-9876'
!DavidEllis.website := 'www.davidellis.net'
!DavidEllis.email := 'david.ellis@corporatemail.com'
!DavidEllis.title := 'CEO'

!new Address('DavidEllisAddress')
!DavidEllisAddress.city := 'London'
!DavidEllisAddress.street := 'Kensington High St'
!DavidEllisAddress.houseNr := '245'
!insert (DavidEllis, DavidEllisAddress) into ContactContainsAddress

!new Note('DavidEllisNote1')
!DavidEllisNote1.author := 'David Ellis'
!DavidEllisNote1.time := Date('2023-11-14')
!DavidEllisNote1.type := #MEETING
!DavidEllisNote1.comment := 'Board meeting scheduled for next year\'s planning.'
!insert (DavidEllis, DavidEllisNote1) into ContactContainsNote

!new Relationship('MariaToDavidBoss')
!MariaToDavidBoss.type := #BOSS
!insert (MariaToDavidBoss, DavidEllis) into RelationshipToContact
!insert (MariaGonzalez, MariaToDavidBoss) into ContactToRelationship

!new Relationship('DavidToMariaEmployee')
!DavidToMariaEmployee.type := #EMPLOYEE
!insert (DavidToMariaEmployee, MariaGonzalez) into RelationshipToContact
!insert (DavidEllis, DavidToMariaEmployee) into ContactToRelationship

!new Relationship('DavidToAliceCoworker')
!DavidToAliceCoworker.type := #COWORKER
!insert (DavidToAliceCoworker, AliceChen) into RelationshipToContact
!insert (DavidEllis, DavidToAliceCoworker) into ContactToRelationship

!new Company('TechSolutionsLtd')
!TechSolutionsLtd.name := 'Tech Solutions Ltd.'
!TechSolutionsLtd.phone := '+1-213-555-0110'
!TechSolutionsLtd.website := 'www.techsolutions.com'
!TechSolutionsLtd.email := 'contact@techsolutions.com'
!TechSolutionsLtd.industry := 'Information Technology'

!new Address('TechSolutionsAddress1')
!TechSolutionsAddress1.city := 'Los Angeles'
!TechSolutionsAddress1.street := 'Sunset Blvd'
!TechSolutionsAddress1.houseNr := '120'
!insert (TechSolutionsLtd, TechSolutionsAddress1) into ContactContainsAddress

!new Address('TechSolutionsAddress2')
!TechSolutionsAddress2.city := 'New York'
!TechSolutionsAddress2.street := 'Avenue of the Americas'
!TechSolutionsAddress2.houseNr := '55'
!insert (TechSolutionsLtd, TechSolutionsAddress2) into ContactContainsAddress

!new Note('TechSolutionsNote1')
!TechSolutionsNote1.author := 'John Doe'
!TechSolutionsNote1.time := Date('2023-08-22')
!TechSolutionsNote1.type := #EMAIL
!TechSolutionsNote1.comment := 'Confirmation of the annual contract renewal.'
!insert (TechSolutionsLtd, TechSolutionsNote1) into ContactContainsNote

!new Relationship('AliceToTechSolutionsSubdivision')
!AliceToTechSolutionsSubdivision.type := #SUBDIVISION
!insert (AliceToTechSolutionsSubdivision, TechSolutionsLtd) into RelationshipToContact
!insert (AliceChen, AliceToTechSolutionsSubdivision) into ContactToRelationship

!insert (GlobalConnectAddressBook, MariaGonzalez) into AddressBookMadeOfContact
!insert (GlobalConnectAddressBook, TechSolutionsLtd) into AddressBookMadeOfContact
!insert (GlobalConnectAddressBook, DavidEllis) into AddressBookMadeOfContact
!insert (GlobalConnectAddressBook, AliceChen) into AddressBookMadeOfContact
</object_model>
No judge system prompt available
No judge user prompt available
Note.type
Evenness (active groups) = 0.9602 Evenness (all groups) = 0.9602
2
MEETING
2
CALL
1
EMAIL
Relationship.type
Evenness (active groups) = 0.9610 Evenness (all groups) = 0.9610
1
BOSS
1
EMPLOYEE
1
SUBDIVISION
2
COWORKER
LLM as a Judge
Unrealistic

The relationship 'AliceToTechSolutionsSubdivision' assigns the relationship type 'SUBDIVISION' between the Person 'AliceChen' and the Company 'TechSolutionsLtd'. In the real world, a person cannot represent an organizational subdivision of a company, making this relationship logically impossible.

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 $0.20
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 0/104
Multiplicities 0/24
Invariants 0/1
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
String Equals 99.5%
String LV 89.2%
Shannon (Active) 0.961 ± 0.000
Shannon (All) 0.961 ± 0.000
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 20/∞
Attributes 60/60
Relationships 24/∞
Viewer
!new AddressBook('GlobalBusinessNetworkAddressBook')

!new Company('WorldCorp')
!WorldCorp.name := 'World Corp'
!WorldCorp.phone := '+1-800-555-0198'
!WorldCorp.website := 'www.worldcorp.com'
!WorldCorp.email := 'contact@worldcorp.com'
!WorldCorp.industry := 'Technology'

!new Address('WorldCorpAddress1')
!WorldCorpAddress1.city := 'New York'
!WorldCorpAddress1.houseNr := '789'
!WorldCorpAddress1.street := 'Broad Street'
!insert (WorldCorp, WorldCorpAddress1) into ContactContainsAddress

!new Note('WorldCorpNote1')
!WorldCorpNote1.author := 'John Smith'
!WorldCorpNote1.time := Date('2023-03-15')
!WorldCorpNote1.type := #MEETING
!WorldCorpNote1.comment := 'Initial meeting to discuss potential partnership.'
!insert (WorldCorp, WorldCorpNote1) into ContactContainsNote

!new Note('WorldCorpNote2')
!WorldCorpNote2.author := 'Jane Doe'
!WorldCorpNote2.time := Date('2023-04-01')
!WorldCorpNote2.type := #CALL
!WorldCorpNote2.comment := 'Follow-up call regarding merger details.'
!insert (WorldCorp, WorldCorpNote2) into ContactContainsNote

!new Note('WorldCorpNote3')
!WorldCorpNote3.author := 'Michael Chan'
!WorldCorpNote3.time := Date('2023-05-10')
!WorldCorpNote3.type := #EMAIL
!WorldCorpNote3.comment := 'Email correspondence about project timelines.'
!insert (WorldCorp, WorldCorpNote3) into ContactContainsNote

!new Person('JaneDoe')
!JaneDoe.name := 'Jane Doe'
!JaneDoe.phone := '+44-20-7946-0958'
!JaneDoe.email := 'jane.doe@globalnetwork.com'
!JaneDoe.title := 'Senior Project Manager'

!new Address('JaneDoeAddress1')
!JaneDoeAddress1.city := 'London'
!JaneDoeAddress1.houseNr := '12'
!JaneDoeAddress1.street := 'Fleet Street'
!insert (JaneDoe, JaneDoeAddress1) into ContactContainsAddress

!new Company('InnovateLtd')
!InnovateLtd.name := 'Innovate Ltd'
!InnovateLtd.phone := '+49-89-123456'
!InnovateLtd.website := 'www.innovateltd.de'
!InnovateLtd.email := 'info@innovateltd.de'
!InnovateLtd.industry := 'Engineering'

!new Address('InnovateLtdAddress1')
!InnovateLtdAddress1.city := 'Munich'
!InnovateLtdAddress1.houseNr := '101'
!InnovateLtdAddress1.street := 'Beethovenstrasse'
!insert (InnovateLtd, InnovateLtdAddress1) into ContactContainsAddress

!new Note('InnovateLtdNote1')
!InnovateLtdNote1.author := 'Linda Bernard'
!InnovateLtdNote1.time := Date('2023-02-28')
!InnovateLtdNote1.type := #MEETING
!InnovateLtdNote1.comment := 'Reviewed technical specifications for joint venture.'
!insert (InnovateLtd, InnovateLtdNote1) into ContactContainsNote

!new Relationship('WorldCorpInnovateLtdSubdivision')
!WorldCorpInnovateLtdSubdivision.type := #SUBDIVISION
!insert (WorldCorpInnovateLtdSubdivision, InnovateLtd) into RelationshipToContact
!insert (WorldCorp, WorldCorpInnovateLtdSubdivision) into ContactToRelationship

!new Relationship('JaneDoeWorldCorpCoworker')
!JaneDoeWorldCorpCoworker.type := #COWORKER
!insert (JaneDoeWorldCorpCoworker, WorldCorp) into RelationshipToContact
!insert (JaneDoe, JaneDoeWorldCorpCoworker) into ContactToRelationship

!new Relationship('WorldCorpJaneDoeBoss')
!WorldCorpJaneDoeBoss.type := #BOSS
!insert (WorldCorpJaneDoeBoss, JaneDoe) into RelationshipToContact
!insert (WorldCorp, WorldCorpJaneDoeBoss) into ContactToRelationship

!insert (GlobalBusinessNetworkAddressBook, WorldCorp) into AddressBookMadeOfContact
!insert (GlobalBusinessNetworkAddressBook, JaneDoe) into AddressBookMadeOfContact
!insert (GlobalBusinessNetworkAddressBook, InnovateLtd) into AddressBookMadeOfContact
model AddressBook

enum NoteType {
    MEETING,
    CALL,
    EMAIL
}

enum RelationshipType {
    BOSS,
    EMPLOYEE,
    SUBDIVISION,
    COWORKER
}

dataType Date
operations
    Date(date : String)
end

class AddressBook
end

abstract class Contact
attributes
    name : String
    phone : String
    website : String
    email : String
end

class Note
attributes
    author : String
    time : Date
    type : NoteType
    comment : String
end

class Company < Contact
attributes
    industry : String
end

class Person < Contact
attributes
    title : String
end

class Address
attributes
    city : String
    houseNr : String
    street : String
end

class Relationship
attributes
    type : RelationshipType
end

composition AddressBookMadeOfContact between
    AddressBook[1]
    Contact[*]
end

composition ContactContainsNote between
    Contact[1]
    Note[*]
end

association RelationshipToContact between
    Relationship[*] role isRelated
    Contact[1] role target
end

composition ContactToRelationship between
    Contact[1]
    Relationship[*] role relates
end

composition ContactContainsAddress between
    Contact[1] role source
    Address[*] role address
end


constraints
context Contact inv DifferentSourceTarget:
    self.relates->forAll(r | r.target<>self)
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 AddressBook

enum NoteType {
    MEETING,
    CALL,
    EMAIL
}

enum RelationshipType {
    BOSS,
    EMPLOYEE,
    SUBDIVISION,
    COWORKER
}

dataType Date
operations
    Date(date : String)
end

class AddressBook
end

abstract class Contact
attributes
    name : String
    phone : String
    website : String
    email : String
end

class Note
attributes
    author : String
    time : Date
    type : NoteType
    comment : String
end

class Company < Contact
attributes
    industry : String
end

class Person < Contact
attributes
    title : String
end

class Address
attributes
    city : String
    houseNr : String
    street : String
end

class Relationship
attributes
    type : RelationshipType
end

composition AddressBookMadeOfContact between
    AddressBook[1]
    Contact[*]
end

composition ContactContainsNote between
    Contact[1]
    Note[*]
end

association RelationshipToContact between
    Relationship[*] role isRelated
    Contact[1] role target
end

composition ContactToRelationship between
    Contact[1]
    Relationship[*] role relates
end

composition ContactContainsAddress between
    Contact[1] role source
    Address[*] role address
end


constraints
context Contact inv DifferentSourceTarget:
    self.relates->forAll(r | r.target<>self)
# Conceptual model description:
## Description
The model represents an address book system where an address book can contain multiple contacts, such as people and companies. Contacts can have associated notes, addresses, and relationships with other contacts. The primary purpose is to manage and record contact information, notes, and relationships within an address book.

### Components
- **NoteType (enum)**: Enumerates the types of notes, including MEETING, CALL, and EMAIL.
- **RelationshipType (enum)**: Defines possible relationship types: BOSS, EMPLOYEE, SUBDIVISION, COWORKER.
- **Date (dataType)**: Represents a date, initialized using a string.
- **AddressBook (class)**: Acts as the container for all contacts.
- **Contact (abstract class)**: Represents the general concept of a contact with attributes such as name, phone, website, and email.
- **Note (class)**: Contains note details with attributes author, time (Date type), type (NoteType), and comment.
- **Company (class)**: Specialized contact for companies with an additional attribute, industry.
- **Person (class)**: Specialized contact for people with an additional attribute, title.
- **Address (class)**: Represents an address with attributes city, houseNr, and street.
- **Relationship (class)**: Represents a relationship between contacts, featuring a type attribute of RelationshipType.

## Relationships
- **AddressBookMadeOfContact**: A composition between AddressBook and Contact.
  - AddressBook: Exactly 1 instance of AddressBook.
  - Contact: Zero or more instances associated with an AddressBook.

- **ContactContainsNote**: A composition between Contact and Note.
  - Contact: Exactly 1 instance of Contact.
  - Note: Zero or more instances associated with a Contact.

- **RelationshipToContact**: An association between Relationship and Contact.
  - Relationship: Zero or more instances associated as relating entities.
  - Contact: Exactly 1 instance acts as the target.

- **ContactToRelationship**: A composition between Contact and Relationship.
  - Contact: Exactly 1 instance of Contact.
  - Relationship: Zero or more instances associated as related entities.

- **ContactContainsAddress**: A composition between Contact and Address.
  - Contact: Exactly 1 instance of Contact.
  - Address: Zero or more instances associated as addresses.

## Invariants
- **DifferentSourceTarget (context Contact)**: Ensures that a Contact cannot be the target of its own relationships. This constraint is expressed as: `self.relates->forAll(r | r.target<>self)`.

# Category: Boundary Instances
Create a boundary case instance. This is an instance that focuses on the extreme upper or lower limits of valid input ranges. For example:
- Upper or lower limits of multiplicities.
- For numbers in a range, the minimum and maximum valid values.
- Empty collections when possible, i.e., when they do not violate the semantics of the model or its constraints.
# UML class diagram:
model AddressBook

enum NoteType {
    MEETING,
    CALL,
    EMAIL
}

enum RelationshipType {
    BOSS,
    EMPLOYEE,
    SUBDIVISION,
    COWORKER
}

dataType Date
operations
    Date(date : String)
end

class AddressBook
end

abstract class Contact
attributes
    name : String
    phone : String
    website : String
    email : String
end

class Note
attributes
    author : String
    time : Date
    type : NoteType
    comment : String
end

class Company < Contact
attributes
    industry : String
end

class Person < Contact
attributes
    title : String
end

class Address
attributes
    city : String
    houseNr : String
    street : String
end

class Relationship
attributes
    type : RelationshipType
end

composition AddressBookMadeOfContact between
    AddressBook[1]
    Contact[*]
end

composition ContactContainsNote between
    Contact[1]
    Note[*]
end

association RelationshipToContact between
    Relationship[*] role isRelated
    Contact[1] role target
end

composition ContactToRelationship between
    Contact[1]
    Relationship[*] role relates
end

composition ContactContainsAddress between
    Contact[1] role source
    Address[*] role address
end


constraints
context Contact inv DifferentSourceTarget:
    self.relates->forAll(r | r.target<>self)

# Syntax example of instances creation:
-- 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

# Instance description:
Please create the instance according to this specification:
Instance: "Global Business Network Address Book"

### Address Book
- **AddressBook**: "Global Business Network Address Book"
  - This address book aims to manage an extensive network of global business contacts.

### Contacts
- **Contact 1**: "World Corp"
  - **Type**: Company
  - **Attributes**:
    - Name: World Corp
    - Phone: +1-800-555-0198
    - Website: www.worldcorp.com
    - Email: contact@worldcorp.com
    - Industry: Technology
  - **Addresses**: 
    - Address 1:
      - City: New York
      - HouseNr: 789
      - Street: Broad Street
  - **Notes**: (The upper limit is tested by adding several notes)
    - Note 1:
      - Author: John Smith
      - Time: "2023-03-15"
      - Type: MEETING
      - Comment: Initial meeting to discuss potential partnership.
    - Note 2:
      - Author: Jane Doe
      - Time: "2023-04-01"
      - Type: CALL
      - Comment: Follow-up call regarding merger details.
    - Note 3:
      - Author: Michael Chan
      - Time: "2023-05-10"
      - Type: EMAIL
      - Comment: Email correspondence about project timelines.

- **Contact 2**: "Jane Doe"
  - **Type**: Person
  - **Attributes**:
    - Name: Jane Doe
    - Phone: +44-20-7946-0958
    - Website: 
    - Email: jane.doe@globalnetwork.com
    - Title: Senior Project Manager
  - **Addresses**: 
    - Address 1:
      - City: London
      - HouseNr: 12
      - Street: Fleet Street
  - **Notes**: 
    - (Boundary case with no notes)

- **Contact 3**: "Innovate Ltd"
  - **Type**: Company
  - **Attributes**:
    - Name: Innovate Ltd
    - Phone: +49-89-123456
    - Website: www.innovateltd.de
    - Email: info@innovateltd.de
    - Industry: Engineering
  - **Addresses**: 
    - Address 1:
      - City: Munich
      - HouseNr: 101
      - Street: Beethovenstrasse
  - **Notes**: 
    - Note 1:
      - Author: Linda Bernard
      - Time: "2023-02-28"
      - Type: MEETING
      - Comment: Reviewed technical specifications for joint venture.

### Relationships
- **Relationship 1**: Between "World Corp" and "Innovate Ltd"
  - **Type**: SUBDIVISION
  - Target: Innovate Ltd

- **Relationship 2**: Between "Jane Doe" and "World Corp"
  - **Type**: COWORKER
  - Target: World Corp

- **Relationship 3**: Between "World Corp" and "Jane Doe"
  - **Type**: BOSS
  - Target: Jane Doe

### Boundary Considerations
- The boundary instance uses a fully populated address book with multiple contacts and notes for some, while maintaining others empty (i.e., Jane Doe has no notes).
- Relationships are carefully structured to ensure no contact is the target of its own relationships, adhering to the invariant.
- It shows a minimum of one address per contact to demonstrate base-level completeness without excess complexity.
The last output is partially incorrect: 
Model AddressBook (1 data type, 7 classes, 5 associations, 1 invariant, 0 operations, 0 pre-/postconditions, 0 state machines)
use> temp.soil> !new AddressBook('Global Business Network Address Book')
Error: `Global Business Network Address Book' is not a valid object name

temp.soil> 
temp.soil> !new Company('World Corp')
Error: `World Corp' is not a valid object name

temp.soil> !World Corp.name := 'World Corp'
<input>:line 1:6 missing EOF at 'Corp'

temp.soil> !World Corp.phone := '+1-800-555-0198'
<input>:line 1:6 missing EOF at 'Corp'

temp.soil> !World Corp.website := 'www.worldcorp.com'
<input>:line 1:6 missing EOF at 'Corp'

temp.soil> !World Corp.email := 'contact@worldcorp.com'
<input>:line 1:6 missing EOF at 'Corp'

temp.soil> !World Corp.industry := 'Technology'
<input>:line 1:6 missing EOF at 'Corp'

temp.soil> 
temp.soil> !new Address('World Corp Address 1')
Error: `World Corp Address 1' is not a valid object name

temp.soil> !World Corp Address 1.city := 'New York'
<input>:line 1:6 missing EOF at 'Corp'

temp.soil> !World Corp Address 1.houseNr := '789'
<input>:line 1:6 missing EOF at 'Corp'

temp.soil> !World Corp Address 1.street := 'Broad Street'
<input>:line 1:6 missing EOF at 'Corp'

temp.soil> !insert (World Corp, World Corp Address 1) into ContactContainsAddress
<input>:line 1:7 no viable alternative at input '('

temp.soil> 
temp.soil> !new Note('World Corp Note 1')
Error: `World Corp Note 1' is not a valid object name

temp.soil> !World Corp Note 1.author := 'John Smith'
<input>:line 1:6 missing EOF at 'Corp'

temp.soil> !World Corp Note 1.time := Date('2023-03-15')
<input>:line 1:6 missing EOF at 'Corp'

temp.soil> !World Corp Note 1.type := #MEETING
<input>:line 1:6 missing EOF at 'Corp'

temp.soil> !World Corp Note 1.comment := 'Initial meeting to discuss potential partnership.'
<input>:line 1:6 missing EOF at 'Corp'

temp.soil> !insert (World Corp, World Corp Note 1) into ContactContainsNote
<input>:line 1:7 no viable alternative at input '('

temp.soil> 
temp.soil> !new Note('World Corp Note 2')
Error: `World Corp Note 2' is not a valid object name

temp.soil> !World Corp Note 2.author := 'Jane Doe'
<input>:line 1:6 missing EOF at 'Corp'

temp.soil> !World Corp Note 2.time := Date('2023-04-01')
<input>:line 1:6 missing EOF at 'Corp'

temp.soil> !World Corp Note 2.type := #CALL
<input>:line 1:6 missing EOF at 'Corp'

temp.soil> !World Corp Note 2.comment := 'Follow-up call regarding merger details.'
<input>:line 1:6 missing EOF at 'Corp'

temp.soil> !insert (World Corp, World Corp Note 2) into ContactContainsNote
<input>:line 1:7 no viable alternative at input '('

temp.soil> 
temp.soil> !new Note('World Corp Note 3')
Error: `World Corp Note 3' is not a valid object name

temp.soil> !World Corp Note 3.author := 'Michael Chan'
<input>:line 1:6 missing EOF at 'Corp'

temp.soil> !World Corp Note 3.time := Date('2023-05-10')
<input>:line 1:6 missing EOF at 'Corp'

temp.soil> !World Corp Note 3.type := #EMAIL
<input>:line 1:6 missing EOF at 'Corp'

temp.soil> !World Corp Note 3.comment := 'Email correspondence about project timelines.'
<input>:line 1:6 missing EOF at 'Corp'

temp.soil> !insert (World Corp, World Corp Note 3) into ContactContainsNote
<input>:line 1:7 no viable alternative at input '('

temp.soil> 
temp.soil> !new Person('Jane Doe')
Error: `Jane Doe' is not a valid object name

temp.soil> !Jane Doe.name := 'Jane Doe'
<input>:line 1:5 missing EOF at 'Doe'

temp.soil> !Jane Doe.phone := '+44-20-7946-0958'
<input>:line 1:5 missing EOF at 'Doe'

temp.soil> !Jane Doe.email := 'jane.doe@globalnetwork.com'
<input>:line 1:5 missing EOF at 'Doe'

temp.soil> !Jane Doe.title := 'Senior Project Manager'
<input>:line 1:5 missing EOF at 'Doe'

temp.soil> 
temp.soil> !new Address('Jane Doe Address 1')
Error: `Jane Doe Address 1' is not a valid object name

temp.soil> !Jane Doe Address 1.city := 'London'
<input>:line 1:5 missing EOF at 'Doe'

temp.soil> !Jane Doe Address 1.houseNr := '12'
<input>:line 1:5 missing EOF at 'Doe'

temp.soil> !Jane Doe Address 1.street := 'Fleet Street'
<input>:line 1:5 missing EOF at 'Doe'

temp.soil> !insert (Jane Doe, Jane Doe Address 1) into ContactContainsAddress
<input>:line 1:7 no viable alternative at input '('

temp.soil> 
temp.soil> !new Company('Innovate Ltd')
Error: `Innovate Ltd' is not a valid object name

temp.soil> !Innovate Ltd.name := 'Innovate Ltd'
<input>:line 1:9 missing EOF at 'Ltd'

temp.soil> !Innovate Ltd.phone := '+49-89-123456'
<input>:line 1:9 missing EOF at 'Ltd'

temp.soil> !Innovate Ltd.website := 'www.innovateltd.de'
<input>:line 1:9 missing EOF at 'Ltd'

temp.soil> !Innovate Ltd.email := 'info@innovateltd.de'
<input>:line 1:9 missing EOF at 'Ltd'

temp.soil> !Innovate Ltd.industry := 'Engineering'
<input>:line 1:9 missing EOF at 'Ltd'

temp.soil> 
temp.soil> !new Address('Innovate Ltd Address 1')
Error: `Innovate Ltd Address 1' is not a valid object name

temp.soil> !Innovate Ltd Address 1.city := 'Munich'
<input>:line 1:9 missing EOF at 'Ltd'

temp.soil> !Innovate Ltd Address 1.houseNr := '101'
<input>:line 1:9 missing EOF at 'Ltd'

temp.soil> !Innovate Ltd Address 1.street := 'Beethovenstrasse'
<input>:line 1:9 missing EOF at 'Ltd'

temp.soil> !insert (Innovate Ltd, Innovate Ltd Address 1) into ContactContainsAddress
<input>:line 1:7 no viable alternative at input '('

temp.soil> 
temp.soil> !new Note('Innovate Ltd Note 1')
Error: `Innovate Ltd Note 1' is not a valid object name

temp.soil> !Innovate Ltd Note 1.author := 'Linda Bernard'
<input>:line 1:9 missing EOF at 'Ltd'

temp.soil> !Innovate Ltd Note 1.time := Date('2023-02-28')
<input>:line 1:9 missing EOF at 'Ltd'

temp.soil> !Innovate Ltd Note 1.type := #MEETING
<input>:line 1:9 missing EOF at 'Ltd'

temp.soil> !Innovate Ltd Note 1.comment := 'Reviewed technical specifications for joint venture.'
<input>:line 1:9 missing EOF at 'Ltd'

temp.soil> !insert (Innovate Ltd, Innovate Ltd Note 1) into ContactContainsNote
<input>:line 1:7 no viable alternative at input '('

temp.soil> 
temp.soil> !new Relationship('World Corp Innovate Ltd Subdivision')
Error: `World Corp Innovate Ltd Subdivision' is not a valid object name

temp.soil> !World Corp Innovate Ltd Subdivision.type := #SUBDIVISION
<input>:line 1:6 missing EOF at 'Corp'

temp.soil> !insert (World Corp Innovate Ltd Subdivision, Innovate Ltd) into RelationshipToContact
<input>:line 1:7 no viable alternative at input '('

temp.soil> !insert (World Corp, World Corp Innovate Ltd Subdivision) into ContactToRelationship
<input>:line 1:7 no viable alternative at input '('

temp.soil> 
temp.soil> !new Relationship('Jane Doe World Corp Coworker')
Error: `Jane Doe World Corp Coworker' is not a valid object name

temp.soil> !Jane Doe World Corp Coworker.type := #COWORKER
<input>:line 1:5 missing EOF at 'Doe'

temp.soil> !insert (Jane Doe World Corp Coworker, World Corp) into RelationshipToContact
<input>:line 1:7 no viable alternative at input '('

temp.soil> !insert (Jane Doe, Jane Doe World Corp Coworker) into ContactToRelationship
<input>:line 1:7 no viable alternative at input '('

temp.soil> 
temp.soil> !new Relationship('World Corp Jane Doe Boss')
Error: `World Corp Jane Doe Boss' is not a valid object name

temp.soil> !World Corp Jane Doe Boss.type := #BOSS
<input>:line 1:6 missing EOF at 'Corp'

temp.soil> !insert (World Corp Jane Doe Boss, Jane Doe) into RelationshipToContact
<input>:line 1:7 no viable alternative at input '('

temp.soil> !insert (World Corp, World Corp Jane Doe Boss) into ContactToRelationship
<input>:line 1:7 no viable alternative at input '('

temp.soil> 
temp.soil> !insert (Global Business Network Address Book, World Corp) into AddressBookMadeOfContact
<input>:line 1:7 no viable alternative at input '('

temp.soil> !insert (Global Business Network Address Book, Jane Doe) into AddressBookMadeOfContact
<input>:line 1:7 no viable alternative at input '('

temp.soil> !insert (Global Business Network Address Book, Innovate Ltd) into AddressBookMadeOfContact
<input>:line 1:7 no viable alternative at input '('

Please provide the complete output corrected
<domain_model>
model AddressBook

enum NoteType {
    MEETING,
    CALL,
    EMAIL
}

enum RelationshipType {
    BOSS,
    EMPLOYEE,
    SUBDIVISION,
    COWORKER
}

dataType Date
operations
    Date(date : String)
end

class AddressBook
end

abstract class Contact
attributes
    name : String
    phone : String
    website : String
    email : String
end

class Note
attributes
    author : String
    time : Date
    type : NoteType
    comment : String
end

class Company < Contact
attributes
    industry : String
end

class Person < Contact
attributes
    title : String
end

class Address
attributes
    city : String
    houseNr : String
    street : String
end

class Relationship
attributes
    type : RelationshipType
end

composition AddressBookMadeOfContact between
    AddressBook[1]
    Contact[*]
end

composition ContactContainsNote between
    Contact[1]
    Note[*]
end

association RelationshipToContact between
    Relationship[*] role isRelated
    Contact[1] role target
end

composition ContactToRelationship between
    Contact[1]
    Relationship[*] role relates
end

composition ContactContainsAddress between
    Contact[1] role source
    Address[*] role address
end


constraints
context Contact inv DifferentSourceTarget:
    self.relates->forAll(r | r.target<>self)
</domain_model>

<object_model>
!new AddressBook('GlobalBusinessNetworkAddressBook')

!new Company('WorldCorp')
!WorldCorp.name := 'World Corp'
!WorldCorp.phone := '+1-800-555-0198'
!WorldCorp.website := 'www.worldcorp.com'
!WorldCorp.email := 'contact@worldcorp.com'
!WorldCorp.industry := 'Technology'

!new Address('WorldCorpAddress1')
!WorldCorpAddress1.city := 'New York'
!WorldCorpAddress1.houseNr := '789'
!WorldCorpAddress1.street := 'Broad Street'
!insert (WorldCorp, WorldCorpAddress1) into ContactContainsAddress

!new Note('WorldCorpNote1')
!WorldCorpNote1.author := 'John Smith'
!WorldCorpNote1.time := Date('2023-03-15')
!WorldCorpNote1.type := #MEETING
!WorldCorpNote1.comment := 'Initial meeting to discuss potential partnership.'
!insert (WorldCorp, WorldCorpNote1) into ContactContainsNote

!new Note('WorldCorpNote2')
!WorldCorpNote2.author := 'Jane Doe'
!WorldCorpNote2.time := Date('2023-04-01')
!WorldCorpNote2.type := #CALL
!WorldCorpNote2.comment := 'Follow-up call regarding merger details.'
!insert (WorldCorp, WorldCorpNote2) into ContactContainsNote

!new Note('WorldCorpNote3')
!WorldCorpNote3.author := 'Michael Chan'
!WorldCorpNote3.time := Date('2023-05-10')
!WorldCorpNote3.type := #EMAIL
!WorldCorpNote3.comment := 'Email correspondence about project timelines.'
!insert (WorldCorp, WorldCorpNote3) into ContactContainsNote

!new Person('JaneDoe')
!JaneDoe.name := 'Jane Doe'
!JaneDoe.phone := '+44-20-7946-0958'
!JaneDoe.email := 'jane.doe@globalnetwork.com'
!JaneDoe.title := 'Senior Project Manager'

!new Address('JaneDoeAddress1')
!JaneDoeAddress1.city := 'London'
!JaneDoeAddress1.houseNr := '12'
!JaneDoeAddress1.street := 'Fleet Street'
!insert (JaneDoe, JaneDoeAddress1) into ContactContainsAddress

!new Company('InnovateLtd')
!InnovateLtd.name := 'Innovate Ltd'
!InnovateLtd.phone := '+49-89-123456'
!InnovateLtd.website := 'www.innovateltd.de'
!InnovateLtd.email := 'info@innovateltd.de'
!InnovateLtd.industry := 'Engineering'

!new Address('InnovateLtdAddress1')
!InnovateLtdAddress1.city := 'Munich'
!InnovateLtdAddress1.houseNr := '101'
!InnovateLtdAddress1.street := 'Beethovenstrasse'
!insert (InnovateLtd, InnovateLtdAddress1) into ContactContainsAddress

!new Note('InnovateLtdNote1')
!InnovateLtdNote1.author := 'Linda Bernard'
!InnovateLtdNote1.time := Date('2023-02-28')
!InnovateLtdNote1.type := #MEETING
!InnovateLtdNote1.comment := 'Reviewed technical specifications for joint venture.'
!insert (InnovateLtd, InnovateLtdNote1) into ContactContainsNote

!new Relationship('WorldCorpInnovateLtdSubdivision')
!WorldCorpInnovateLtdSubdivision.type := #SUBDIVISION
!insert (WorldCorpInnovateLtdSubdivision, InnovateLtd) into RelationshipToContact
!insert (WorldCorp, WorldCorpInnovateLtdSubdivision) into ContactToRelationship

!new Relationship('JaneDoeWorldCorpCoworker')
!JaneDoeWorldCorpCoworker.type := #COWORKER
!insert (JaneDoeWorldCorpCoworker, WorldCorp) into RelationshipToContact
!insert (JaneDoe, JaneDoeWorldCorpCoworker) into ContactToRelationship

!new Relationship('WorldCorpJaneDoeBoss')
!WorldCorpJaneDoeBoss.type := #BOSS
!insert (WorldCorpJaneDoeBoss, JaneDoe) into RelationshipToContact
!insert (WorldCorp, WorldCorpJaneDoeBoss) into ContactToRelationship

!insert (GlobalBusinessNetworkAddressBook, WorldCorp) into AddressBookMadeOfContact
!insert (GlobalBusinessNetworkAddressBook, JaneDoe) into AddressBookMadeOfContact
!insert (GlobalBusinessNetworkAddressBook, InnovateLtd) into AddressBookMadeOfContact
</object_model>
No judge system prompt available
No judge user prompt available
Note.type
Evenness (active groups) = 0.9464 Evenness (all groups) = 0.9464
2
MEETING
1
CALL
1
EMAIL
Relationship.type
Evenness (active groups) = 1.0000 Evenness (all groups) = 0.7925
1
BOSS
0
EMPLOYEE
1
SUBDIVISION
1
COWORKER
LLM as a Judge
Unrealistic

The object 'JaneDoeWorldCorpCoworker' establishes a 'COWORKER' relationship between 'JaneDoe' (a Person) and 'WorldCorp' (a Company), which is semantically impossible as a human cannot be a coworker of an entire corporate entity. Similarly, the 'WorldCorpJaneDoeBoss' relationship assigns a company as a 'BOSS' to a person, rather than a realistic employer-employee relationship or a boss relationship between two persons.

Metrics
Stats i
Stats
Breakdown of the total cost and elapsed time for generating the instances.
  • Elapsed Time = Console Time (ie. Processing Time + API Calls)
  • Cost = (input tokens * input price) + (output tokens * output price)
Total Cost $0.05
Validation i
Validation
Measures the correctness of the instantiation using the USE check function.
  • Syntax = 1 - (Total Number of syntax errors [use check] / Total Number of lines [instance])
  • Multiplicities = 1 - (Total Number of multiplicities errors [use check] / Total Number of relationships ([instance] !insert))
  • Invariants = 1 - (Total Number of invariants errors [use check] / Total Number of invariants ([model] constraints))
Syntax 0/72
Multiplicities 0/16
Invariants 0/1
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
String Equals 99.8%
String LV 89.7%
Shannon (Active) 0.973 ± 0.027
Shannon (All) 0.869 ± 0.077
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 94.4%
Relationships 100.0%
Uncovered Items 1
Attributes 1
Person.website
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 14/∞
Attributes 42/43
Relationships 16/∞
Viewer
!new AddressBook('GlobalConnections')

!new Person('EmmaThompson')
!EmmaThompson.name := 'Emma Thompson'
!EmmaThompson.phone := '+44 207 432 1234'
!EmmaThompson.website := 'www.emmathompson-photography.com'
!EmmaThompson.email := 'emma.t@photography.com'
!EmmaThompson.title := 'Freelance Photographer'

!new Address('EmmaThompsonAddress')
!EmmaThompsonAddress.city := 'London'
!EmmaThompsonAddress.street := 'Queen\'s Road'
!EmmaThompsonAddress.houseNr := '42'
!insert (EmmaThompson, EmmaThompsonAddress) into ContactContainsAddress

!new Note('EmmaThompsonNote1')
!EmmaThompsonNote1.author := 'Emma Thompson'
!EmmaThompsonNote1.time := Date('2023-02-15')
!EmmaThompsonNote1.type := #MEETING
!EmmaThompsonNote1.comment := 'Discussed new project opportunities at the Arts Council event.'
!insert (EmmaThompson, EmmaThompsonNote1) into ContactContainsNote

!new Note('EmmaThompsonNote2')
!EmmaThompsonNote2.author := 'Emma Thompson'
!EmmaThompsonNote2.time := Date('2023-02-20')
!EmmaThompsonNote2.type := #CALL
!EmmaThompsonNote2.comment := 'Contacted to confirm booking for next photo session at the National Gallery.'
!insert (EmmaThompson, EmmaThompsonNote2) into ContactContainsNote

!new Person('MaxHarmon')
!MaxHarmon.name := 'Max Harmon'
!MaxHarmon.phone := '+1 212 555 7890'
!MaxHarmon.website := 'www.productionsbeyond.com'
!MaxHarmon.email := 'max@productionsbeyond.com'
!MaxHarmon.title := 'CEO'

!new Address('MaxHarmonAddress')
!MaxHarmonAddress.city := 'New York'
!MaxHarmonAddress.street := 'Broadway'
!MaxHarmonAddress.houseNr := '16A'
!insert (MaxHarmon, MaxHarmonAddress) into ContactContainsAddress

!new Note('MaxHarmonNote1')
!MaxHarmonNote1.author := 'Max Harmon'
!MaxHarmonNote1.time := Date('2023-03-05')
!MaxHarmonNote1.type := #EMAIL
!MaxHarmonNote1.comment := 'Finalized contract details for upcoming film project.'
!insert (MaxHarmon, MaxHarmonNote1) into ContactContainsNote

!new Relationship('EmmaToMaxCoworker')
!EmmaToMaxCoworker.type := #COWORKER
!insert (EmmaToMaxCoworker, MaxHarmon) into RelationshipToContact
!insert (EmmaThompson, EmmaToMaxCoworker) into ContactToRelationship

!new Relationship('MaxToEmmaCoworker')
!MaxToEmmaCoworker.type := #COWORKER
!insert (MaxToEmmaCoworker, EmmaThompson) into RelationshipToContact
!insert (MaxHarmon, MaxToEmmaCoworker) into ContactToRelationship

!new Company('CreativeCorp')
!CreativeCorp.name := 'Creative Corp'
!CreativeCorp.phone := '+61 3 9654 2830'
!CreativeCorp.website := 'www.creativecorp.com'
!CreativeCorp.email := 'contact@creativecorp.com'
!CreativeCorp.industry := 'Media Production'

!new Address('CreativeCorpAddress')
!CreativeCorpAddress.city := 'Melbourne'
!CreativeCorpAddress.street := 'Collins Street'
!CreativeCorpAddress.houseNr := '88'
!insert (CreativeCorp, CreativeCorpAddress) into ContactContainsAddress

!new Note('CreativeCorpNote1')
!CreativeCorpNote1.author := 'Creative Corp'
!CreativeCorpNote1.time := Date('2023-04-10')
!CreativeCorpNote1.type := #MEETING
!CreativeCorpNote1.comment := 'Annual board meeting discussing future projects and expansions.'
!insert (CreativeCorp, CreativeCorpNote1) into ContactContainsNote

!new Relationship('MaxToCreativeCorpBoss')
!MaxToCreativeCorpBoss.type := #BOSS
!insert (MaxToCreativeCorpBoss, CreativeCorp) into RelationshipToContact
!insert (MaxHarmon, MaxToCreativeCorpBoss) into ContactToRelationship

!new Company('BoltDigitalStudios')
!BoltDigitalStudios.name := 'Bolt Digital Studios'
!BoltDigitalStudios.phone := '+91 22 1234 5678'
!BoltDigitalStudios.website := 'www.boltdigital.in'
!BoltDigitalStudios.email := 'info@boltdigital.in'
!BoltDigitalStudios.industry := 'Film and Animation'

!new Address('BoltDigitalAddress')
!BoltDigitalAddress.city := 'Mumbai'
!BoltDigitalAddress.street := 'Film City Road'
!BoltDigitalAddress.houseNr := '301'
!insert (BoltDigitalStudios, BoltDigitalAddress) into ContactContainsAddress

!new Note('BoltDigitalNote1')
!BoltDigitalNote1.author := 'Bolt Digital Studios'
!BoltDigitalNote1.time := Date('2023-05-08')
!BoltDigitalNote1.type := #EMAIL
!BoltDigitalNote1.comment := 'Email exchange regarding collaborative animation project proposals.'
!insert (BoltDigitalStudios, BoltDigitalNote1) into ContactContainsNote

!new Relationship('CreativeCorpToBoltDigitalSubdivision')
!CreativeCorpToBoltDigitalSubdivision.type := #SUBDIVISION
!insert (CreativeCorpToBoltDigitalSubdivision, BoltDigitalStudios) into RelationshipToContact
!insert (CreativeCorp, CreativeCorpToBoltDigitalSubdivision) into ContactToRelationship

!new Relationship('BoltDigitalToCreativeCorpSubdivision')
!BoltDigitalToCreativeCorpSubdivision.type := #SUBDIVISION
!insert (BoltDigitalToCreativeCorpSubdivision, CreativeCorp) into RelationshipToContact
!insert (BoltDigitalStudios, BoltDigitalToCreativeCorpSubdivision) into ContactToRelationship

!insert (GlobalConnections, EmmaThompson) into AddressBookMadeOfContact
!insert (GlobalConnections, MaxHarmon) into AddressBookMadeOfContact
!insert (GlobalConnections, CreativeCorp) into AddressBookMadeOfContact
!insert (GlobalConnections, BoltDigitalStudios) into AddressBookMadeOfContact
model AddressBook

enum NoteType {
    MEETING,
    CALL,
    EMAIL
}

enum RelationshipType {
    BOSS,
    EMPLOYEE,
    SUBDIVISION,
    COWORKER
}

dataType Date
operations
    Date(date : String)
end

class AddressBook
end

abstract class Contact
attributes
    name : String
    phone : String
    website : String
    email : String
end

class Note
attributes
    author : String
    time : Date
    type : NoteType
    comment : String
end

class Company < Contact
attributes
    industry : String
end

class Person < Contact
attributes
    title : String
end

class Address
attributes
    city : String
    houseNr : String
    street : String
end

class Relationship
attributes
    type : RelationshipType
end

composition AddressBookMadeOfContact between
    AddressBook[1]
    Contact[*]
end

composition ContactContainsNote between
    Contact[1]
    Note[*]
end

association RelationshipToContact between
    Relationship[*] role isRelated
    Contact[1] role target
end

composition ContactToRelationship between
    Contact[1]
    Relationship[*] role relates
end

composition ContactContainsAddress between
    Contact[1] role source
    Address[*] role address
end


constraints
context Contact inv DifferentSourceTarget:
    self.relates->forAll(r | r.target<>self)
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 AddressBook

enum NoteType {
    MEETING,
    CALL,
    EMAIL
}

enum RelationshipType {
    BOSS,
    EMPLOYEE,
    SUBDIVISION,
    COWORKER
}

dataType Date
operations
    Date(date : String)
end

class AddressBook
end

abstract class Contact
attributes
    name : String
    phone : String
    website : String
    email : String
end

class Note
attributes
    author : String
    time : Date
    type : NoteType
    comment : String
end

class Company < Contact
attributes
    industry : String
end

class Person < Contact
attributes
    title : String
end

class Address
attributes
    city : String
    houseNr : String
    street : String
end

class Relationship
attributes
    type : RelationshipType
end

composition AddressBookMadeOfContact between
    AddressBook[1]
    Contact[*]
end

composition ContactContainsNote between
    Contact[1]
    Note[*]
end

association RelationshipToContact between
    Relationship[*] role isRelated
    Contact[1] role target
end

composition ContactToRelationship between
    Contact[1]
    Relationship[*] role relates
end

composition ContactContainsAddress between
    Contact[1] role source
    Address[*] role address
end


constraints
context Contact inv DifferentSourceTarget:
    self.relates->forAll(r | r.target<>self)
# Conceptual model description:
## Description
The model represents an address book system where an address book can contain multiple contacts, such as people and companies. Contacts can have associated notes, addresses, and relationships with other contacts. The primary purpose is to manage and record contact information, notes, and relationships within an address book.

### Components
- **NoteType (enum)**: Enumerates the types of notes, including MEETING, CALL, and EMAIL.
- **RelationshipType (enum)**: Defines possible relationship types: BOSS, EMPLOYEE, SUBDIVISION, COWORKER.
- **Date (dataType)**: Represents a date, initialized using a string.
- **AddressBook (class)**: Acts as the container for all contacts.
- **Contact (abstract class)**: Represents the general concept of a contact with attributes such as name, phone, website, and email.
- **Note (class)**: Contains note details with attributes author, time (Date type), type (NoteType), and comment.
- **Company (class)**: Specialized contact for companies with an additional attribute, industry.
- **Person (class)**: Specialized contact for people with an additional attribute, title.
- **Address (class)**: Represents an address with attributes city, houseNr, and street.
- **Relationship (class)**: Represents a relationship between contacts, featuring a type attribute of RelationshipType.

## Relationships
- **AddressBookMadeOfContact**: A composition between AddressBook and Contact.
  - AddressBook: Exactly 1 instance of AddressBook.
  - Contact: Zero or more instances associated with an AddressBook.

- **ContactContainsNote**: A composition between Contact and Note.
  - Contact: Exactly 1 instance of Contact.
  - Note: Zero or more instances associated with a Contact.

- **RelationshipToContact**: An association between Relationship and Contact.
  - Relationship: Zero or more instances associated as relating entities.
  - Contact: Exactly 1 instance acts as the target.

- **ContactToRelationship**: A composition between Contact and Relationship.
  - Contact: Exactly 1 instance of Contact.
  - Relationship: Zero or more instances associated as related entities.

- **ContactContainsAddress**: A composition between Contact and Address.
  - Contact: Exactly 1 instance of Contact.
  - Address: Zero or more instances associated as addresses.

## Invariants
- **DifferentSourceTarget (context Contact)**: Ensures that a Contact cannot be the target of its own relationships. This constraint is expressed as: `self.relates->forAll(r | r.target<>self)`.

# Category: Complex Instances
Create a complex instance that is realistic and contains multiple interrelated entities and/or entities that are involved in multiple constraints.
Continue with the following description, creating the instance according to the syntax example and this specification: 
## Complex Address Book Instance

### Address Book: "Global Connections"

This address book, titled "Global Connections," is designed to manage a diverse range of personal and business contacts.

#### Contacts

1. **Contact 1 - Person**
   - **Name**: Emma Thompson
   - **Phone**: +44 207 432 1234
   - **Website**: www.emmathompson-photography.com
   - **Email**: emma.t@photography.com
   - **Title**: Freelance Photographer

   - **Addresses**:
     - **1.1 Address**:
       - **City**: London
       - **Street**: Queen's Road
       - **House Number**: 42

   - **Notes**:
     - **1.1 Note**:
       - **Author**: Emma Thompson
       - **Time**: "2023-02-15"
       - **Type**: MEETING
       - **Comment**: "Discussed new project opportunities at the Arts Council event."

     - **1.2 Note**:
       - **Author**: Emma Thompson
       - **Time**: "2023-02-20"
       - **Type**: CALL
       - **Comment**: "Contacted to confirm booking for next photo session at the National Gallery."

   - **Relationships**:
     - **1.1 Relationship** to Contact 2:
       - **Type**: COWORKER

2. **Contact 2 - Person**
   - **Name**: Max Harmon
   - **Phone**: +1 212 555 7890
   - **Website**: www.productionsbeyond.com
   - **Email**: max@productionsbeyond.com
   - **Title**: CEO

   - **Addresses**:
     - **2.1 Address**:
       - **City**: New York
       - **Street**: Broadway
       - **House Number**: 16A

   - **Notes**:
     - **2.1 Note**:
       - **Author**: Max Harmon
       - **Time**: "2023-03-05"
       - **Type**: EMAIL
       - **Comment**: "Finalized contract details for upcoming film project."

   - **Relationships**:
     - **2.1 Relationship** to Contact 1:
       - **Type**: COWORKER
     - **2.2 Relationship** to Contact 3:
       - **Type**: BOSS

3. **Contact 3 - Company**
   - **Name**: Creative Corp
   - **Phone**: +61 3 9654 2830
   - **Website**: www.creativecorp.com
   - **Email**: contact@creativecorp.com
   - **Industry**: Media Production

   - **Addresses**:
     - **3.1 Address**:
       - **City**: Melbourne
       - **Street**: Collins Street
       - **House Number**: 88

   - **Notes**:
     - **3.1 Note**:
       - **Author**: Creative Corp
       - **Time**: "2023-04-10"
       - **Type**: MEETING
       - **Comment**: "Annual board meeting discussing future projects and expansions."

   - **Relationships**:
     - **3.1 Relationship** to Contact 4:
       - **Type**: SUBDIVISION

4. **Contact 4 - Company**
   - **Name**: Bolt Digital Studios
   - **Phone**: +91 22 1234 5678
   - **Website**: www.boltdigital.in
   - **Email**: info@boltdigital.in
   - **Industry**: Film and Animation

   - **Addresses**:
     - **4.1 Address**:
       - **City**: Mumbai
       - **Street**: Film City Road
       - **House Number**: 301

   - **Notes**:
     - **4.1 Note**:
       - **Author**: Bolt Digital Studios
       - **Time**: "2023-05-08"
       - **Type**: EMAIL
       - **Comment**: "Email exchange regarding collaborative animation project proposals."

   - **Relationships**:
     - **4.1 Relationship** to Contact 3:
       - **Type**: SUBDIVISION

### Invariant Check
- **DifferentSourceTarget**: All relationship target entities are distinct from their source entities, ensuring no contact is its own target in any relationship.

This complex address book instance highlights an intricate network of personal and business contacts, capturing the dynamics between individuals and companies across different regions and industries.
The last output is partially incorrect: 
temp.soil> !EmmaThompsonAddress.city := 'London'
temp.soil> !EmmaThompsonAddress.street := "Queen's Road"
<input>:line 1:19 mismatched input '.' expecting :=

temp.soil> !EmmaToMaxCoworker.type := #COWORKER
temp.soil> !insert (EmmaToMaxCoworker, MaxHarmon) into RelationshipToContact
<input>:1:0: Variable `MaxHarmon' in expression `MaxHarmon' is undefined.

temp.soil> !MaxToCreativeCorpBoss.type := #BOSS
temp.soil> !insert (MaxToCreativeCorpBoss, CreativeCorp) into RelationshipToContact
<input>:1:0: Variable `CreativeCorp' in expression `CreativeCorp' is undefined.

temp.soil> !CreativeCorpToBoltDigitalSubdivision.type := #SUBDIVISION
temp.soil> !insert (CreativeCorpToBoltDigitalSubdivision, BoltDigitalStudios) into RelationshipToContact
<input>:1:0: Variable `BoltDigitalStudios' in expression `BoltDigitalStudios' is undefined.

Please provide the complete output corrected
The last output is partially incorrect: 
temp.soil> !EmmaThompsonAddress.city := 'London'
temp.soil> !EmmaThompsonAddress.street := "Queen's Road"
<input>:line 1:19 mismatched input '.' expecting :=

Please provide the complete output corrected
<domain_model>
model AddressBook

enum NoteType {
    MEETING,
    CALL,
    EMAIL
}

enum RelationshipType {
    BOSS,
    EMPLOYEE,
    SUBDIVISION,
    COWORKER
}

dataType Date
operations
    Date(date : String)
end

class AddressBook
end

abstract class Contact
attributes
    name : String
    phone : String
    website : String
    email : String
end

class Note
attributes
    author : String
    time : Date
    type : NoteType
    comment : String
end

class Company < Contact
attributes
    industry : String
end

class Person < Contact
attributes
    title : String
end

class Address
attributes
    city : String
    houseNr : String
    street : String
end

class Relationship
attributes
    type : RelationshipType
end

composition AddressBookMadeOfContact between
    AddressBook[1]
    Contact[*]
end

composition ContactContainsNote between
    Contact[1]
    Note[*]
end

association RelationshipToContact between
    Relationship[*] role isRelated
    Contact[1] role target
end

composition ContactToRelationship between
    Contact[1]
    Relationship[*] role relates
end

composition ContactContainsAddress between
    Contact[1] role source
    Address[*] role address
end


constraints
context Contact inv DifferentSourceTarget:
    self.relates->forAll(r | r.target<>self)
</domain_model>

<object_model>
!new AddressBook('GlobalConnections')

!new Person('EmmaThompson')
!EmmaThompson.name := 'Emma Thompson'
!EmmaThompson.phone := '+44 207 432 1234'
!EmmaThompson.website := 'www.emmathompson-photography.com'
!EmmaThompson.email := 'emma.t@photography.com'
!EmmaThompson.title := 'Freelance Photographer'

!new Address('EmmaThompsonAddress')
!EmmaThompsonAddress.city := 'London'
!EmmaThompsonAddress.street := 'Queen\'s Road'
!EmmaThompsonAddress.houseNr := '42'
!insert (EmmaThompson, EmmaThompsonAddress) into ContactContainsAddress

!new Note('EmmaThompsonNote1')
!EmmaThompsonNote1.author := 'Emma Thompson'
!EmmaThompsonNote1.time := Date('2023-02-15')
!EmmaThompsonNote1.type := #MEETING
!EmmaThompsonNote1.comment := 'Discussed new project opportunities at the Arts Council event.'
!insert (EmmaThompson, EmmaThompsonNote1) into ContactContainsNote

!new Note('EmmaThompsonNote2')
!EmmaThompsonNote2.author := 'Emma Thompson'
!EmmaThompsonNote2.time := Date('2023-02-20')
!EmmaThompsonNote2.type := #CALL
!EmmaThompsonNote2.comment := 'Contacted to confirm booking for next photo session at the National Gallery.'
!insert (EmmaThompson, EmmaThompsonNote2) into ContactContainsNote

!new Person('MaxHarmon')
!MaxHarmon.name := 'Max Harmon'
!MaxHarmon.phone := '+1 212 555 7890'
!MaxHarmon.website := 'www.productionsbeyond.com'
!MaxHarmon.email := 'max@productionsbeyond.com'
!MaxHarmon.title := 'CEO'

!new Address('MaxHarmonAddress')
!MaxHarmonAddress.city := 'New York'
!MaxHarmonAddress.street := 'Broadway'
!MaxHarmonAddress.houseNr := '16A'
!insert (MaxHarmon, MaxHarmonAddress) into ContactContainsAddress

!new Note('MaxHarmonNote1')
!MaxHarmonNote1.author := 'Max Harmon'
!MaxHarmonNote1.time := Date('2023-03-05')
!MaxHarmonNote1.type := #EMAIL
!MaxHarmonNote1.comment := 'Finalized contract details for upcoming film project.'
!insert (MaxHarmon, MaxHarmonNote1) into ContactContainsNote

!new Relationship('EmmaToMaxCoworker')
!EmmaToMaxCoworker.type := #COWORKER
!insert (EmmaToMaxCoworker, MaxHarmon) into RelationshipToContact
!insert (EmmaThompson, EmmaToMaxCoworker) into ContactToRelationship

!new Relationship('MaxToEmmaCoworker')
!MaxToEmmaCoworker.type := #COWORKER
!insert (MaxToEmmaCoworker, EmmaThompson) into RelationshipToContact
!insert (MaxHarmon, MaxToEmmaCoworker) into ContactToRelationship

!new Company('CreativeCorp')
!CreativeCorp.name := 'Creative Corp'
!CreativeCorp.phone := '+61 3 9654 2830'
!CreativeCorp.website := 'www.creativecorp.com'
!CreativeCorp.email := 'contact@creativecorp.com'
!CreativeCorp.industry := 'Media Production'

!new Address('CreativeCorpAddress')
!CreativeCorpAddress.city := 'Melbourne'
!CreativeCorpAddress.street := 'Collins Street'
!CreativeCorpAddress.houseNr := '88'
!insert (CreativeCorp, CreativeCorpAddress) into ContactContainsAddress

!new Note('CreativeCorpNote1')
!CreativeCorpNote1.author := 'Creative Corp'
!CreativeCorpNote1.time := Date('2023-04-10')
!CreativeCorpNote1.type := #MEETING
!CreativeCorpNote1.comment := 'Annual board meeting discussing future projects and expansions.'
!insert (CreativeCorp, CreativeCorpNote1) into ContactContainsNote

!new Relationship('MaxToCreativeCorpBoss')
!MaxToCreativeCorpBoss.type := #BOSS
!insert (MaxToCreativeCorpBoss, CreativeCorp) into RelationshipToContact
!insert (MaxHarmon, MaxToCreativeCorpBoss) into ContactToRelationship

!new Company('BoltDigitalStudios')
!BoltDigitalStudios.name := 'Bolt Digital Studios'
!BoltDigitalStudios.phone := '+91 22 1234 5678'
!BoltDigitalStudios.website := 'www.boltdigital.in'
!BoltDigitalStudios.email := 'info@boltdigital.in'
!BoltDigitalStudios.industry := 'Film and Animation'

!new Address('BoltDigitalAddress')
!BoltDigitalAddress.city := 'Mumbai'
!BoltDigitalAddress.street := 'Film City Road'
!BoltDigitalAddress.houseNr := '301'
!insert (BoltDigitalStudios, BoltDigitalAddress) into ContactContainsAddress

!new Note('BoltDigitalNote1')
!BoltDigitalNote1.author := 'Bolt Digital Studios'
!BoltDigitalNote1.time := Date('2023-05-08')
!BoltDigitalNote1.type := #EMAIL
!BoltDigitalNote1.comment := 'Email exchange regarding collaborative animation project proposals.'
!insert (BoltDigitalStudios, BoltDigitalNote1) into ContactContainsNote

!new Relationship('CreativeCorpToBoltDigitalSubdivision')
!CreativeCorpToBoltDigitalSubdivision.type := #SUBDIVISION
!insert (CreativeCorpToBoltDigitalSubdivision, BoltDigitalStudios) into RelationshipToContact
!insert (CreativeCorp, CreativeCorpToBoltDigitalSubdivision) into ContactToRelationship

!new Relationship('BoltDigitalToCreativeCorpSubdivision')
!BoltDigitalToCreativeCorpSubdivision.type := #SUBDIVISION
!insert (BoltDigitalToCreativeCorpSubdivision, CreativeCorp) into RelationshipToContact
!insert (BoltDigitalStudios, BoltDigitalToCreativeCorpSubdivision) into ContactToRelationship

!insert (GlobalConnections, EmmaThompson) into AddressBookMadeOfContact
!insert (GlobalConnections, MaxHarmon) into AddressBookMadeOfContact
!insert (GlobalConnections, CreativeCorp) into AddressBookMadeOfContact
!insert (GlobalConnections, BoltDigitalStudios) into AddressBookMadeOfContact
</object_model>
No judge system prompt available
No judge user prompt available
Note.type
Evenness (active groups) = 0.9602 Evenness (all groups) = 0.9602
2
MEETING
1
CALL
2
EMAIL
Relationship.type
Evenness (active groups) = 0.9602 Evenness (all groups) = 0.7610
1
BOSS
0
EMPLOYEE
2
SUBDIVISION
2
COWORKER
LLM as a Judge
Unrealistic

The object model contains a circular business hierarchy. The company 'CreativeCorp' has a relationship to 'BoltDigitalStudios' as a '#SUBDIVISION', and 'BoltDigitalStudios' simultaneously has a relationship to 'CreativeCorp' as a '#SUBDIVISION'. In the real world, two companies cannot be subdivisions of one another.

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 0/99
Multiplicities 0/23
Invariants 0/1
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
String Equals 99.3%
String LV 89.2%
Shannon (Active) 0.960 ± 0.000
Shannon (All) 0.861 ± 0.100
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 19/∞
Attributes 57/57
Relationships 23/∞
Viewer
!new AddressBook('CorwinEnterprisesContactBook')

!new Person('DrSabineMueller')
!DrSabineMueller.name := 'Dr. Sabine Müller'
!DrSabineMueller.phone := '+49-171-5551234'
!DrSabineMueller.website := 'www.sabinemueller.de'
!DrSabineMueller.email := 'sabine.mueller@example.com'
!DrSabineMueller.title := 'Lead Scientist'

!new Address('SabineMuellerAddress')
!SabineMuellerAddress.city := 'Berlin'
!SabineMuellerAddress.houseNr := '123'
!SabineMuellerAddress.street := 'Wissenschaftsstraße'
!insert (DrSabineMueller, SabineMuellerAddress) into ContactContainsAddress

!new Note('SabineMuellerNote1')
!SabineMuellerNote1.author := 'Dr. Sabine Müller'
!SabineMuellerNote1.time := Date('2023-10-01T09:00:00')
!SabineMuellerNote1.type := #MEETING
!SabineMuellerNote1.comment := 'Preliminary research discussion in Berlin.'
!insert (DrSabineMueller, SabineMuellerNote1) into ContactContainsNote

!new Note('SabineMuellerNote2')
!SabineMuellerNote2.author := 'Dr. Sabine Müller'
!SabineMuellerNote2.time := Date('2023-09-23T15:30:00')
!SabineMuellerNote2.type := #CALL
!SabineMuellerNote2.comment := 'Conference call with Asian partners.'
!insert (DrSabineMueller, SabineMuellerNote2) into ContactContainsNote

!new Company('AlpinTechGmbH')
!AlpinTechGmbH.name := 'AlpinTech GmbH'
!AlpinTechGmbH.phone := '+43-1-12345678'
!AlpinTechGmbH.website := 'www.alpintech.at'
!AlpinTechGmbH.email := 'info@alpintech.at'
!AlpinTechGmbH.industry := 'Biotechnology'

!new Address('AlpinTechAddress')
!AlpinTechAddress.city := 'Vienna'
!AlpinTechAddress.houseNr := '45'
!AlpinTechAddress.street := 'Hauptplatz 12'
!insert (AlpinTechGmbH, AlpinTechAddress) into ContactContainsAddress

!new Note('AlpinTechNote1')
!AlpinTechNote1.author := 'Gerda Silberschneider'
!AlpinTechNote1.time := Date('2023-08-15T11:00:00')
!AlpinTechNote1.type := #EMAIL
!AlpinTechNote1.comment := 'Strategic partnership proposal with Corwin Enterprises.'
!insert (AlpinTechGmbH, AlpinTechNote1) into ContactContainsNote

!new Person('ProfDavidLiu')
!ProfDavidLiu.name := 'Prof. David Liu'
!ProfDavidLiu.phone := '+1-310-9876543'
!ProfDavidLiu.website := 'www.davidliuresearch.org'
!ProfDavidLiu.email := 'dliu@research.org'
!ProfDavidLiu.title := 'Chief Research Officer'

!new Address('DavidLiuAddress')
!DavidLiuAddress.city := 'Los Angeles'
!DavidLiuAddress.houseNr := '72'
!DavidLiuAddress.street := 'Sunset Boulevard'
!insert (ProfDavidLiu, DavidLiuAddress) into ContactContainsAddress

!new Note('DavidLiuNote1')
!DavidLiuNote1.author := 'Prof. David Liu'
!DavidLiuNote1.time := Date('2023-07-10T14:45:00')
!DavidLiuNote1.type := #MEETING
!DavidLiuNote1.comment := 'Cross-continental R&D summit.'
!insert (ProfDavidLiu, DavidLiuNote1) into ContactContainsNote

!new Relationship('SabineToDavidCoworker')
!SabineToDavidCoworker.type := #COWORKER
!insert (SabineToDavidCoworker, ProfDavidLiu) into RelationshipToContact
!insert (DrSabineMueller, SabineToDavidCoworker) into ContactToRelationship

!new Relationship('SabineToAlpinTechBoss')
!SabineToAlpinTechBoss.type := #BOSS
!insert (SabineToAlpinTechBoss, AlpinTechGmbH) into RelationshipToContact
!insert (DrSabineMueller, SabineToAlpinTechBoss) into ContactToRelationship

!new Relationship('AlpinTechToSabineEmployee')
!AlpinTechToSabineEmployee.type := #EMPLOYEE
!insert (AlpinTechToSabineEmployee, DrSabineMueller) into RelationshipToContact
!insert (AlpinTechGmbH, AlpinTechToSabineEmployee) into ContactToRelationship

!new Relationship('AlpinTechToDavidSubdivision')
!AlpinTechToDavidSubdivision.type := #SUBDIVISION
!insert (AlpinTechToDavidSubdivision, ProfDavidLiu) into RelationshipToContact
!insert (AlpinTechGmbH, AlpinTechToDavidSubdivision) into ContactToRelationship

!new Relationship('DavidToSabineCoworker')
!DavidToSabineCoworker.type := #COWORKER
!insert (DavidToSabineCoworker, DrSabineMueller) into RelationshipToContact
!insert (ProfDavidLiu, DavidToSabineCoworker) into ContactToRelationship

!new Relationship('DavidToAlpinTechSubdivision')
!DavidToAlpinTechSubdivision.type := #SUBDIVISION
!insert (DavidToAlpinTechSubdivision, AlpinTechGmbH) into RelationshipToContact
!insert (ProfDavidLiu, DavidToAlpinTechSubdivision) into ContactToRelationship

!insert (CorwinEnterprisesContactBook, DrSabineMueller) into AddressBookMadeOfContact
!insert (CorwinEnterprisesContactBook, AlpinTechGmbH) into AddressBookMadeOfContact
!insert (CorwinEnterprisesContactBook, ProfDavidLiu) into AddressBookMadeOfContact
model AddressBook

enum NoteType {
    MEETING,
    CALL,
    EMAIL
}

enum RelationshipType {
    BOSS,
    EMPLOYEE,
    SUBDIVISION,
    COWORKER
}

dataType Date
operations
    Date(date : String)
end

class AddressBook
end

abstract class Contact
attributes
    name : String
    phone : String
    website : String
    email : String
end

class Note
attributes
    author : String
    time : Date
    type : NoteType
    comment : String
end

class Company < Contact
attributes
    industry : String
end

class Person < Contact
attributes
    title : String
end

class Address
attributes
    city : String
    houseNr : String
    street : String
end

class Relationship
attributes
    type : RelationshipType
end

composition AddressBookMadeOfContact between
    AddressBook[1]
    Contact[*]
end

composition ContactContainsNote between
    Contact[1]
    Note[*]
end

association RelationshipToContact between
    Relationship[*] role isRelated
    Contact[1] role target
end

composition ContactToRelationship between
    Contact[1]
    Relationship[*] role relates
end

composition ContactContainsAddress between
    Contact[1] role source
    Address[*] role address
end


constraints
context Contact inv DifferentSourceTarget:
    self.relates->forAll(r | r.target<>self)
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 AddressBook

enum NoteType {
    MEETING,
    CALL,
    EMAIL
}

enum RelationshipType {
    BOSS,
    EMPLOYEE,
    SUBDIVISION,
    COWORKER
}

dataType Date
operations
    Date(date : String)
end

class AddressBook
end

abstract class Contact
attributes
    name : String
    phone : String
    website : String
    email : String
end

class Note
attributes
    author : String
    time : Date
    type : NoteType
    comment : String
end

class Company < Contact
attributes
    industry : String
end

class Person < Contact
attributes
    title : String
end

class Address
attributes
    city : String
    houseNr : String
    street : String
end

class Relationship
attributes
    type : RelationshipType
end

composition AddressBookMadeOfContact between
    AddressBook[1]
    Contact[*]
end

composition ContactContainsNote between
    Contact[1]
    Note[*]
end

association RelationshipToContact between
    Relationship[*] role isRelated
    Contact[1] role target
end

composition ContactToRelationship between
    Contact[1]
    Relationship[*] role relates
end

composition ContactContainsAddress between
    Contact[1] role source
    Address[*] role address
end


constraints
context Contact inv DifferentSourceTarget:
    self.relates->forAll(r | r.target<>self)
# Conceptual model description:
## Description
The model represents an address book system where an address book can contain multiple contacts, such as people and companies. Contacts can have associated notes, addresses, and relationships with other contacts. The primary purpose is to manage and record contact information, notes, and relationships within an address book.

### Components
- **NoteType (enum)**: Enumerates the types of notes, including MEETING, CALL, and EMAIL.
- **RelationshipType (enum)**: Defines possible relationship types: BOSS, EMPLOYEE, SUBDIVISION, COWORKER.
- **Date (dataType)**: Represents a date, initialized using a string.
- **AddressBook (class)**: Acts as the container for all contacts.
- **Contact (abstract class)**: Represents the general concept of a contact with attributes such as name, phone, website, and email.
- **Note (class)**: Contains note details with attributes author, time (Date type), type (NoteType), and comment.
- **Company (class)**: Specialized contact for companies with an additional attribute, industry.
- **Person (class)**: Specialized contact for people with an additional attribute, title.
- **Address (class)**: Represents an address with attributes city, houseNr, and street.
- **Relationship (class)**: Represents a relationship between contacts, featuring a type attribute of RelationshipType.

## Relationships
- **AddressBookMadeOfContact**: A composition between AddressBook and Contact.
  - AddressBook: Exactly 1 instance of AddressBook.
  - Contact: Zero or more instances associated with an AddressBook.

- **ContactContainsNote**: A composition between Contact and Note.
  - Contact: Exactly 1 instance of Contact.
  - Note: Zero or more instances associated with a Contact.

- **RelationshipToContact**: An association between Relationship and Contact.
  - Relationship: Zero or more instances associated as relating entities.
  - Contact: Exactly 1 instance acts as the target.

- **ContactToRelationship**: A composition between Contact and Relationship.
  - Contact: Exactly 1 instance of Contact.
  - Relationship: Zero or more instances associated as related entities.

- **ContactContainsAddress**: A composition between Contact and Address.
  - Contact: Exactly 1 instance of Contact.
  - Address: Zero or more instances associated as addresses.

## Invariants
- **DifferentSourceTarget (context Contact)**: Ensures that a Contact cannot be the target of its own relationships. This constraint is expressed as: `self.relates->forAll(r | r.target<>self)`.

# Category: Edge Instances
Create an edge case instance. This is an instance that behaves within but at the limit of the expected behavior. This instance must focus on a scenario that is unusual or unlikely in real life but possible according to the syntax and semantics of the model. In terms of semantics, take into account constraints, multiplicities, and uncommon combinations of relationships and attributes.
Continue with the following description, creating the instance according to the syntax example and this specification: 
In this edge case instance of an address book system, the scenario involves a company with an extensive network of interconnected contacts and a multitude of complex notes. This instance involves multiple entities showcasing maximum constraints and interconnections possible according to the model.

### Address Book Instance
- **AddressBook: Corwin Enterprises Contact Book**

### Contacts
1. **Contact (Person)**
   - **Name**: Dr. Sabine Müller
   - **Phone**: +49-171-5551234
   - **Website**: www.sabinemueller.de
   - **Email**: sabine.mueller@example.com
   - **Title**: Lead Scientist
   - **Notes**:
     - **Note 1**: 
       - **Author**: Dr. Sabine Müller
       - **Time**: "2023-10-01T09:00:00"
       - **Type**: MEETING
       - **Comment**: Preliminary research discussion in Berlin.
     - **Note 2**:
       - **Author**: Dr. Sabine Müller
       - **Time**: "2023-09-23T15:30:00"
       - **Type**: CALL
       - **Comment**: Conference call with Asian partners.
   - **Address**:
     - **City**: Berlin
     - **HouseNr**: 123
     - **Street**: Wissenschaftsstraße
   - **Relationships**:
     - **To**: Prof. David Liu (Relation: COWORKER)
     - **To**: AlpinTech GmbH (Relation: BOSS)

2. **Contact (Company)**
   - **Name**: AlpinTech GmbH
   - **Phone**: +43-1-12345678
   - **Website**: www.alpintech.at
   - **Email**: info@alpintech.at
   - **Industry**: Biotechnology
   - **Notes**: 
     - **Note 1**: 
       - **Author**: Gerda Silberschneider
       - **Time**: "2023-08-15T11:00:00"
       - **Type**: EMAIL
       - **Comment**: Strategic partnership proposal with Corwin Enterprises.
   - **Address**: 
     - **City**: Vienna
     - **HouseNr**: 45
     - **Street**: Hauptplatz 12
   - **Relationships**:
     - **To**: Dr. Sabine Müller (Relation: EMPLOYEE)
     - **To**: Prof. David Liu (Relation: SUBDIVISION)

3. **Contact (Person)**
   - **Name**: Prof. David Liu
   - **Phone**: +1-310-9876543
   - **Website**: www.davidliuresearch.org
   - **Email**: dliu@research.org
   - **Title**: Chief Research Officer
   - **Notes**: 
     - **Note 1**: 
       - **Author**: Prof. David Liu
       - **Time**: "2023-07-10T14:45:00"
       - **Type**: MEETING
       - **Comment**: Cross-continental R&D summit.
   - **Address**: 
     - **City**: Los Angeles
     - **HouseNr**: 72
     - **Street**: Sunset Boulevard
   - **Relationships**:
     - **To**: Dr. Sabine Müller (Relation: COWORKER)
     - **To**: AlpinTech GmbH (Relation: SUBDIVISION)

### Edge Case Details
- Dr. Sabine Müller is involved in multiple roles and interacts with both person and company entities, highlighting the uncommon scenario of acting as a scientist interacting internationally.
- AlpinTech GmbH acts both as a BOSS and an EMPLOYEE, showcasing an intricate hierarchy network with shared subdivisions.
- The involvement of a single person in multiple collaborations and hierarchies demonstrates the system’s complexity handle of inter-contact relationships.
- The dataset imitates a real-life academic-industry partnership, stretched across geographical boundaries with overlapping roles and relationship constraints.
<domain_model>
model AddressBook

enum NoteType {
    MEETING,
    CALL,
    EMAIL
}

enum RelationshipType {
    BOSS,
    EMPLOYEE,
    SUBDIVISION,
    COWORKER
}

dataType Date
operations
    Date(date : String)
end

class AddressBook
end

abstract class Contact
attributes
    name : String
    phone : String
    website : String
    email : String
end

class Note
attributes
    author : String
    time : Date
    type : NoteType
    comment : String
end

class Company < Contact
attributes
    industry : String
end

class Person < Contact
attributes
    title : String
end

class Address
attributes
    city : String
    houseNr : String
    street : String
end

class Relationship
attributes
    type : RelationshipType
end

composition AddressBookMadeOfContact between
    AddressBook[1]
    Contact[*]
end

composition ContactContainsNote between
    Contact[1]
    Note[*]
end

association RelationshipToContact between
    Relationship[*] role isRelated
    Contact[1] role target
end

composition ContactToRelationship between
    Contact[1]
    Relationship[*] role relates
end

composition ContactContainsAddress between
    Contact[1] role source
    Address[*] role address
end


constraints
context Contact inv DifferentSourceTarget:
    self.relates->forAll(r | r.target<>self)
</domain_model>

<object_model>
!new AddressBook('CorwinEnterprisesContactBook')

!new Person('DrSabineMueller')
!DrSabineMueller.name := 'Dr. Sabine Müller'
!DrSabineMueller.phone := '+49-171-5551234'
!DrSabineMueller.website := 'www.sabinemueller.de'
!DrSabineMueller.email := 'sabine.mueller@example.com'
!DrSabineMueller.title := 'Lead Scientist'

!new Address('SabineMuellerAddress')
!SabineMuellerAddress.city := 'Berlin'
!SabineMuellerAddress.houseNr := '123'
!SabineMuellerAddress.street := 'Wissenschaftsstraße'
!insert (DrSabineMueller, SabineMuellerAddress) into ContactContainsAddress

!new Note('SabineMuellerNote1')
!SabineMuellerNote1.author := 'Dr. Sabine Müller'
!SabineMuellerNote1.time := Date('2023-10-01T09:00:00')
!SabineMuellerNote1.type := #MEETING
!SabineMuellerNote1.comment := 'Preliminary research discussion in Berlin.'
!insert (DrSabineMueller, SabineMuellerNote1) into ContactContainsNote

!new Note('SabineMuellerNote2')
!SabineMuellerNote2.author := 'Dr. Sabine Müller'
!SabineMuellerNote2.time := Date('2023-09-23T15:30:00')
!SabineMuellerNote2.type := #CALL
!SabineMuellerNote2.comment := 'Conference call with Asian partners.'
!insert (DrSabineMueller, SabineMuellerNote2) into ContactContainsNote

!new Company('AlpinTechGmbH')
!AlpinTechGmbH.name := 'AlpinTech GmbH'
!AlpinTechGmbH.phone := '+43-1-12345678'
!AlpinTechGmbH.website := 'www.alpintech.at'
!AlpinTechGmbH.email := 'info@alpintech.at'
!AlpinTechGmbH.industry := 'Biotechnology'

!new Address('AlpinTechAddress')
!AlpinTechAddress.city := 'Vienna'
!AlpinTechAddress.houseNr := '45'
!AlpinTechAddress.street := 'Hauptplatz 12'
!insert (AlpinTechGmbH, AlpinTechAddress) into ContactContainsAddress

!new Note('AlpinTechNote1')
!AlpinTechNote1.author := 'Gerda Silberschneider'
!AlpinTechNote1.time := Date('2023-08-15T11:00:00')
!AlpinTechNote1.type := #EMAIL
!AlpinTechNote1.comment := 'Strategic partnership proposal with Corwin Enterprises.'
!insert (AlpinTechGmbH, AlpinTechNote1) into ContactContainsNote

!new Person('ProfDavidLiu')
!ProfDavidLiu.name := 'Prof. David Liu'
!ProfDavidLiu.phone := '+1-310-9876543'
!ProfDavidLiu.website := 'www.davidliuresearch.org'
!ProfDavidLiu.email := 'dliu@research.org'
!ProfDavidLiu.title := 'Chief Research Officer'

!new Address('DavidLiuAddress')
!DavidLiuAddress.city := 'Los Angeles'
!DavidLiuAddress.houseNr := '72'
!DavidLiuAddress.street := 'Sunset Boulevard'
!insert (ProfDavidLiu, DavidLiuAddress) into ContactContainsAddress

!new Note('DavidLiuNote1')
!DavidLiuNote1.author := 'Prof. David Liu'
!DavidLiuNote1.time := Date('2023-07-10T14:45:00')
!DavidLiuNote1.type := #MEETING
!DavidLiuNote1.comment := 'Cross-continental R&D summit.'
!insert (ProfDavidLiu, DavidLiuNote1) into ContactContainsNote

!new Relationship('SabineToDavidCoworker')
!SabineToDavidCoworker.type := #COWORKER
!insert (SabineToDavidCoworker, ProfDavidLiu) into RelationshipToContact
!insert (DrSabineMueller, SabineToDavidCoworker) into ContactToRelationship

!new Relationship('SabineToAlpinTechBoss')
!SabineToAlpinTechBoss.type := #BOSS
!insert (SabineToAlpinTechBoss, AlpinTechGmbH) into RelationshipToContact
!insert (DrSabineMueller, SabineToAlpinTechBoss) into ContactToRelationship

!new Relationship('AlpinTechToSabineEmployee')
!AlpinTechToSabineEmployee.type := #EMPLOYEE
!insert (AlpinTechToSabineEmployee, DrSabineMueller) into RelationshipToContact
!insert (AlpinTechGmbH, AlpinTechToSabineEmployee) into ContactToRelationship

!new Relationship('AlpinTechToDavidSubdivision')
!AlpinTechToDavidSubdivision.type := #SUBDIVISION
!insert (AlpinTechToDavidSubdivision, ProfDavidLiu) into RelationshipToContact
!insert (AlpinTechGmbH, AlpinTechToDavidSubdivision) into ContactToRelationship

!new Relationship('DavidToSabineCoworker')
!DavidToSabineCoworker.type := #COWORKER
!insert (DavidToSabineCoworker, DrSabineMueller) into RelationshipToContact
!insert (ProfDavidLiu, DavidToSabineCoworker) into ContactToRelationship

!new Relationship('DavidToAlpinTechSubdivision')
!DavidToAlpinTechSubdivision.type := #SUBDIVISION
!insert (DavidToAlpinTechSubdivision, AlpinTechGmbH) into RelationshipToContact
!insert (ProfDavidLiu, DavidToAlpinTechSubdivision) into ContactToRelationship

!insert (CorwinEnterprisesContactBook, DrSabineMueller) into AddressBookMadeOfContact
!insert (CorwinEnterprisesContactBook, AlpinTechGmbH) into AddressBookMadeOfContact
!insert (CorwinEnterprisesContactBook, ProfDavidLiu) into AddressBookMadeOfContact
</object_model>
No judge system prompt available
No judge user prompt available
Note.type
Evenness (active groups) = 0.9464 Evenness (all groups) = 0.9464
2
MEETING
1
CALL
1
EMAIL
Relationship.type
Evenness (active groups) = 0.9591 Evenness (all groups) = 0.9591
1
BOSS
1
EMPLOYEE
2
SUBDIVISION
2
COWORKER
LLM as a Judge
Unrealistic

The relationships 'AlpinTechToDavidSubdivision' and 'DavidToAlpinTechSubdivision' assign the relationship type 'SUBDIVISION' between a Company ('AlpinTechGmbH') and a Person ('ProfDavidLiu'). A single individual person cannot be a subdivision of a company, nor can a company be a subdivision of an individual; subdivisions logically apply only between organizational entities like companies or departments.

Metrics
Stats i
Stats
Breakdown of the total cost and elapsed time for generating the instances.
  • Elapsed Time = Console Time (ie. Processing Time + API Calls)
  • Cost = (input tokens * input price) + (output tokens * output price)
Total Cost $0.05
Validation i
Validation
Measures the correctness of the instantiation using the USE check function.
  • Syntax = 1 - (Total Number of syntax errors [use check] / Total Number of lines [instance])
  • Multiplicities = 1 - (Total Number of multiplicities errors [use check] / Total Number of relationships ([instance] !insert))
  • Invariants = 1 - (Total Number of invariants errors [use check] / Total Number of invariants ([model] constraints))
Syntax 0/85
Multiplicities 0/22
Invariants 0/1
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
String Equals 99.2%
String LV 88.8%
Shannon (Active) 0.953 ± 0.006
Shannon (All) 0.953 ± 0.006
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 17/∞
Attributes 46/46
Relationships 22/∞
Viewer
!new AddressBook('PrimaryAddressBook')

!new Company('MegaTechSolutionsInc')
!MegaTechSolutionsInc.name := 'MegaTech Solutions Inc.'
!MegaTechSolutionsInc.phone := '+1-800-555-0199'
!MegaTechSolutionsInc.website := 'www.megatech.com'
!MegaTechSolutionsInc.email := 'info@megatech.com'
!MegaTechSolutionsInc.industry := 'Technology'

!new Address('MegaTechAddress1')
!MegaTechAddress1.city := 'San Francisco'
!MegaTechAddress1.houseNr := '22'
!MegaTechAddress1.street := 'Market Street'
!insert (MegaTechSolutionsInc, MegaTechAddress1) into ContactContainsAddress

!new Company('GreenWorldEnergy')
!GreenWorldEnergy.name := 'GreenWorld Energy'
!GreenWorldEnergy.phone := '+44-208-555-0123'
!GreenWorldEnergy.website := 'www.greenworldenergy.co.uk'
!GreenWorldEnergy.email := 'contact@greenworldenergy.co.uk'
!GreenWorldEnergy.industry := 'Renewable Energy'

!new Address('GreenWorldAddress1')
!GreenWorldAddress1.city := 'London'
!GreenWorldAddress1.houseNr := '110'
!GreenWorldAddress1.street := 'Green Lane'
!insert (GreenWorldEnergy, GreenWorldAddress1) into ContactContainsAddress

!new Company('TechDistributorsLtd')
!TechDistributorsLtd.name := 'TechDistributors Ltd.'
!TechDistributorsLtd.phone := '+91-22-5550987'
!TechDistributorsLtd.website := 'www.techdistributors.in'
!TechDistributorsLtd.email := 'info@techdistributors.in'
!TechDistributorsLtd.industry := 'Supply Chain Management'

!new Address('TechDistributorsAddress1')
!TechDistributorsAddress1.city := 'Mumbai'
!TechDistributorsAddress1.houseNr := '305'
!TechDistributorsAddress1.street := 'MG Road'
!insert (TechDistributorsLtd, TechDistributorsAddress1) into ContactContainsAddress

!new Relationship('MegaTechToGreenWorldPartner')
!MegaTechToGreenWorldPartner.type := #COWORKER
!insert (MegaTechToGreenWorldPartner, GreenWorldEnergy) into RelationshipToContact
!insert (MegaTechSolutionsInc, MegaTechToGreenWorldPartner) into ContactToRelationship

!new Relationship('MegaTechToTechDistributorsSupplier')
!MegaTechToTechDistributorsSupplier.type := #EMPLOYEE
!insert (MegaTechToTechDistributorsSupplier, TechDistributorsLtd) into RelationshipToContact
!insert (MegaTechSolutionsInc, MegaTechToTechDistributorsSupplier) into ContactToRelationship

!new Relationship('GreenWorldToMegaTechSubdivision')
!GreenWorldToMegaTechSubdivision.type := #SUBDIVISION
!insert (GreenWorldToMegaTechSubdivision, MegaTechSolutionsInc) into RelationshipToContact
!insert (GreenWorldEnergy, GreenWorldToMegaTechSubdivision) into ContactToRelationship

!new Relationship('GreenWorldToTechDistributorsPartner')
!GreenWorldToTechDistributorsPartner.type := #COWORKER
!insert (GreenWorldToTechDistributorsPartner, TechDistributorsLtd) into RelationshipToContact
!insert (GreenWorldEnergy, GreenWorldToTechDistributorsPartner) into ContactToRelationship

!new Relationship('TechDistributorsToMegaTechBoss')
!TechDistributorsToMegaTechBoss.type := #BOSS
!insert (TechDistributorsToMegaTechBoss, MegaTechSolutionsInc) into RelationshipToContact
!insert (TechDistributorsLtd, TechDistributorsToMegaTechBoss) into ContactToRelationship

!new Relationship('TechDistributorsToGreenWorldEmployee')
!TechDistributorsToGreenWorldEmployee.type := #EMPLOYEE
!insert (TechDistributorsToGreenWorldEmployee, GreenWorldEnergy) into RelationshipToContact
!insert (TechDistributorsLtd, TechDistributorsToGreenWorldEmployee) into ContactToRelationship

!new Note('MegaTechNote')
!MegaTechNote.author := 'Emily C., CMO'
!MegaTechNote.time := Date('2023-05-15')
!MegaTechNote.type := #MEETING
!MegaTechNote.comment := 'Discussed strategic partnerships.'
!insert (MegaTechSolutionsInc, MegaTechNote) into ContactContainsNote

!insert (PrimaryAddressBook, MegaTechSolutionsInc) into AddressBookMadeOfContact
!insert (PrimaryAddressBook, GreenWorldEnergy) into AddressBookMadeOfContact
!insert (PrimaryAddressBook, TechDistributorsLtd) into AddressBookMadeOfContact
model AddressBook

enum NoteType {
    MEETING,
    CALL,
    EMAIL
}

enum RelationshipType {
    BOSS,
    EMPLOYEE,
    SUBDIVISION,
    COWORKER
}

dataType Date
operations
    Date(date : String)
end

class AddressBook
end

abstract class Contact
attributes
    name : String
    phone : String
    website : String
    email : String
end

class Note
attributes
    author : String
    time : Date
    type : NoteType
    comment : String
end

class Company < Contact
attributes
    industry : String
end

class Person < Contact
attributes
    title : String
end

class Address
attributes
    city : String
    houseNr : String
    street : String
end

class Relationship
attributes
    type : RelationshipType
end

composition AddressBookMadeOfContact between
    AddressBook[1]
    Contact[*]
end

composition ContactContainsNote between
    Contact[1]
    Note[*]
end

association RelationshipToContact between
    Relationship[*] role isRelated
    Contact[1] role target
end

composition ContactToRelationship between
    Contact[1]
    Relationship[*] role relates
end

composition ContactContainsAddress between
    Contact[1] role source
    Address[*] role address
end


constraints
context Contact inv DifferentSourceTarget:
    self.relates->forAll(r | r.target<>self)
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 AddressBook

enum NoteType {
    MEETING,
    CALL,
    EMAIL
}

enum RelationshipType {
    BOSS,
    EMPLOYEE,
    SUBDIVISION,
    COWORKER
}

dataType Date
operations
    Date(date : String)
end

class AddressBook
end

abstract class Contact
attributes
    name : String
    phone : String
    website : String
    email : String
end

class Note
attributes
    author : String
    time : Date
    type : NoteType
    comment : String
end

class Company < Contact
attributes
    industry : String
end

class Person < Contact
attributes
    title : String
end

class Address
attributes
    city : String
    houseNr : String
    street : String
end

class Relationship
attributes
    type : RelationshipType
end

composition AddressBookMadeOfContact between
    AddressBook[1]
    Contact[*]
end

composition ContactContainsNote between
    Contact[1]
    Note[*]
end

association RelationshipToContact between
    Relationship[*] role isRelated
    Contact[1] role target
end

composition ContactToRelationship between
    Contact[1]
    Relationship[*] role relates
end

composition ContactContainsAddress between
    Contact[1] role source
    Address[*] role address
end


constraints
context Contact inv DifferentSourceTarget:
    self.relates->forAll(r | r.target<>self)
# Conceptual model description:
## Description
The model represents an address book system where an address book can contain multiple contacts, such as people and companies. Contacts can have associated notes, addresses, and relationships with other contacts. The primary purpose is to manage and record contact information, notes, and relationships within an address book.

### Components
- **NoteType (enum)**: Enumerates the types of notes, including MEETING, CALL, and EMAIL.
- **RelationshipType (enum)**: Defines possible relationship types: BOSS, EMPLOYEE, SUBDIVISION, COWORKER.
- **Date (dataType)**: Represents a date, initialized using a string.
- **AddressBook (class)**: Acts as the container for all contacts.
- **Contact (abstract class)**: Represents the general concept of a contact with attributes such as name, phone, website, and email.
- **Note (class)**: Contains note details with attributes author, time (Date type), type (NoteType), and comment.
- **Company (class)**: Specialized contact for companies with an additional attribute, industry.
- **Person (class)**: Specialized contact for people with an additional attribute, title.
- **Address (class)**: Represents an address with attributes city, houseNr, and street.
- **Relationship (class)**: Represents a relationship between contacts, featuring a type attribute of RelationshipType.

## Relationships
- **AddressBookMadeOfContact**: A composition between AddressBook and Contact.
  - AddressBook: Exactly 1 instance of AddressBook.
  - Contact: Zero or more instances associated with an AddressBook.

- **ContactContainsNote**: A composition between Contact and Note.
  - Contact: Exactly 1 instance of Contact.
  - Note: Zero or more instances associated with a Contact.

- **RelationshipToContact**: An association between Relationship and Contact.
  - Relationship: Zero or more instances associated as relating entities.
  - Contact: Exactly 1 instance acts as the target.

- **ContactToRelationship**: A composition between Contact and Relationship.
  - Contact: Exactly 1 instance of Contact.
  - Relationship: Zero or more instances associated as related entities.

- **ContactContainsAddress**: A composition between Contact and Address.
  - Contact: Exactly 1 instance of Contact.
  - Address: Zero or more instances associated as addresses.

## Invariants
- **DifferentSourceTarget (context Contact)**: Ensures that a Contact cannot be the target of its own relationships. This constraint is expressed as: `self.relates->forAll(r | r.target<>self)`.

# Category: Overconstraint Detection
Create an instance that represents a real-life scenario that is logically valid but violates the model's multiplicities or constraints, exposing overly restrictive or unrealistic restrictions.
Continue with the following description, creating the instance according to the syntax example and this specification: 
## Overconstraint Detection Instance

### Scenario Overview
Let's consider an international business partnership where a company is partnering with multiple other companies within different industries across the globe. This instance will highlight the constraint "ContactToRelationship" and demonstrate issues with multiplicity concerning companies having collaborative and hierarchical relationships concurrently.

### Instance Description

1. **AddressBook**
   - **Primary Address Book**: This address book contains the contacts relevant to the business scenario.

2. **Contacts**
   - **Company A (MegaTech Solutions Inc.)**:
     - **Industry**: Technology
     - **Phone**: +1-800-555-0199
     - **Website**: www.megatech.com
     - **Email**: info@megatech.com
     - **Addresses**:
       - **Address 1**: 
         - City: San Francisco
         - HouseNr: 22
         - Street: Market Street
     - **Relationships**: 
       - **Company B**: Partner (TARGET: Company B)
       - **Company C**: Supplier (TARGET: Company C)

   - **Company B (GreenWorld Energy)**:
     - **Industry**: Renewable Energy
     - **Phone**: +44-208-555-0123
     - **Website**: www.greenworldenergy.co.uk
     - **Email**: contact@greenworldenergy.co.uk
     - **Addresses**:
       - **Address 1**:
         - City: London
         - HouseNr: 110
         - Street: Green Lane
     - **Relationships**: 
       - **Company A**: Subdivision (TARGET: Company A) 
       - **Company C**: Partner (TARGET: Company C)

   - **Company C (TechDistributors Ltd.)**:
     - **Industry**: Supply Chain Management
     - **Phone**: +91-22-5550987
     - **Website**: www.techdistributors.in
     - **Email**: info@techdistributors.in
     - **Addresses**:
       - **Address 1**:
         - City: Mumbai
         - HouseNr: 305
         - Street: MG Road
     - **Relationships**:
       - **Company A**: Boss (TARGET: Company A)
       - **Company B**: Employee (TARGET: Company B)

3. **Notes**
   - **Note for Company A**:
     - **Author**: Emily C., CMO
     - **Time**: 2023-05-15
     - **Type**: MEETING
     - **Comment**: Discussed strategic partnerships.

### Overconstraint Analysis

- **Violation**: In the "ContactToRelationship" association, while the constraints allow multiple relationships, this instance showcases a logical contradiction: Company A is simultaneously the partner and boss of Company C, which is industry-practically rare due to hierarchical inconsistencies. Similarly, Company B is both a partner and subdivision of Company A.
  
- **Insight**: This scenario exposes the overly simplistic nature of "RelationshipType" when modeling complex inter-organizational relationships. A restriction in combining certain relationship types concurrently could mirror real-world business structures better. Additionally, distinguishing between hierarchical and non-hierarchical bonds might be necessary to avoid semantic contradictions.

By creating a web of interdependencies and hierarchies with conflicting roles, we highlight how the current model constraints might not fully capture realistic business dynamics.
The last output is partially incorrect: 
temp.soil> !MegaTechToGreenWorldPartner.type := #COWORKER
temp.soil> !insert (MegaTechToGreenWorldPartner, GreenWorldEnergy) into RelationshipToContact
<input>:1:0: Variable `GreenWorldEnergy' in expression `GreenWorldEnergy' is undefined.

temp.soil> !MegaTechToTechDistributorsSupplier.type := #EMPLOYEE
temp.soil> !insert (MegaTechToTechDistributorsSupplier, TechDistributorsLtd) into RelationshipToContact
<input>:1:0: Variable `TechDistributorsLtd' in expression `TechDistributorsLtd' is undefined.

temp.soil> !GreenWorldToTechDistributorsPartner.type := #COWORKER
temp.soil> !insert (GreenWorldToTechDistributorsPartner, TechDistributorsLtd) into RelationshipToContact
<input>:1:0: Variable `TechDistributorsLtd' in expression `TechDistributorsLtd' is undefined.

Please provide the complete output corrected
<domain_model>
model AddressBook

enum NoteType {
    MEETING,
    CALL,
    EMAIL
}

enum RelationshipType {
    BOSS,
    EMPLOYEE,
    SUBDIVISION,
    COWORKER
}

dataType Date
operations
    Date(date : String)
end

class AddressBook
end

abstract class Contact
attributes
    name : String
    phone : String
    website : String
    email : String
end

class Note
attributes
    author : String
    time : Date
    type : NoteType
    comment : String
end

class Company < Contact
attributes
    industry : String
end

class Person < Contact
attributes
    title : String
end

class Address
attributes
    city : String
    houseNr : String
    street : String
end

class Relationship
attributes
    type : RelationshipType
end

composition AddressBookMadeOfContact between
    AddressBook[1]
    Contact[*]
end

composition ContactContainsNote between
    Contact[1]
    Note[*]
end

association RelationshipToContact between
    Relationship[*] role isRelated
    Contact[1] role target
end

composition ContactToRelationship between
    Contact[1]
    Relationship[*] role relates
end

composition ContactContainsAddress between
    Contact[1] role source
    Address[*] role address
end


constraints
context Contact inv DifferentSourceTarget:
    self.relates->forAll(r | r.target<>self)
</domain_model>

<object_model>
!new AddressBook('PrimaryAddressBook')

!new Company('MegaTechSolutionsInc')
!MegaTechSolutionsInc.name := 'MegaTech Solutions Inc.'
!MegaTechSolutionsInc.phone := '+1-800-555-0199'
!MegaTechSolutionsInc.website := 'www.megatech.com'
!MegaTechSolutionsInc.email := 'info@megatech.com'
!MegaTechSolutionsInc.industry := 'Technology'

!new Address('MegaTechAddress1')
!MegaTechAddress1.city := 'San Francisco'
!MegaTechAddress1.houseNr := '22'
!MegaTechAddress1.street := 'Market Street'
!insert (MegaTechSolutionsInc, MegaTechAddress1) into ContactContainsAddress

!new Company('GreenWorldEnergy')
!GreenWorldEnergy.name := 'GreenWorld Energy'
!GreenWorldEnergy.phone := '+44-208-555-0123'
!GreenWorldEnergy.website := 'www.greenworldenergy.co.uk'
!GreenWorldEnergy.email := 'contact@greenworldenergy.co.uk'
!GreenWorldEnergy.industry := 'Renewable Energy'

!new Address('GreenWorldAddress1')
!GreenWorldAddress1.city := 'London'
!GreenWorldAddress1.houseNr := '110'
!GreenWorldAddress1.street := 'Green Lane'
!insert (GreenWorldEnergy, GreenWorldAddress1) into ContactContainsAddress

!new Company('TechDistributorsLtd')
!TechDistributorsLtd.name := 'TechDistributors Ltd.'
!TechDistributorsLtd.phone := '+91-22-5550987'
!TechDistributorsLtd.website := 'www.techdistributors.in'
!TechDistributorsLtd.email := 'info@techdistributors.in'
!TechDistributorsLtd.industry := 'Supply Chain Management'

!new Address('TechDistributorsAddress1')
!TechDistributorsAddress1.city := 'Mumbai'
!TechDistributorsAddress1.houseNr := '305'
!TechDistributorsAddress1.street := 'MG Road'
!insert (TechDistributorsLtd, TechDistributorsAddress1) into ContactContainsAddress

!new Relationship('MegaTechToGreenWorldPartner')
!MegaTechToGreenWorldPartner.type := #COWORKER
!insert (MegaTechToGreenWorldPartner, GreenWorldEnergy) into RelationshipToContact
!insert (MegaTechSolutionsInc, MegaTechToGreenWorldPartner) into ContactToRelationship

!new Relationship('MegaTechToTechDistributorsSupplier')
!MegaTechToTechDistributorsSupplier.type := #EMPLOYEE
!insert (MegaTechToTechDistributorsSupplier, TechDistributorsLtd) into RelationshipToContact
!insert (MegaTechSolutionsInc, MegaTechToTechDistributorsSupplier) into ContactToRelationship

!new Relationship('GreenWorldToMegaTechSubdivision')
!GreenWorldToMegaTechSubdivision.type := #SUBDIVISION
!insert (GreenWorldToMegaTechSubdivision, MegaTechSolutionsInc) into RelationshipToContact
!insert (GreenWorldEnergy, GreenWorldToMegaTechSubdivision) into ContactToRelationship

!new Relationship('GreenWorldToTechDistributorsPartner')
!GreenWorldToTechDistributorsPartner.type := #COWORKER
!insert (GreenWorldToTechDistributorsPartner, TechDistributorsLtd) into RelationshipToContact
!insert (GreenWorldEnergy, GreenWorldToTechDistributorsPartner) into ContactToRelationship

!new Relationship('TechDistributorsToMegaTechBoss')
!TechDistributorsToMegaTechBoss.type := #BOSS
!insert (TechDistributorsToMegaTechBoss, MegaTechSolutionsInc) into RelationshipToContact
!insert (TechDistributorsLtd, TechDistributorsToMegaTechBoss) into ContactToRelationship

!new Relationship('TechDistributorsToGreenWorldEmployee')
!TechDistributorsToGreenWorldEmployee.type := #EMPLOYEE
!insert (TechDistributorsToGreenWorldEmployee, GreenWorldEnergy) into RelationshipToContact
!insert (TechDistributorsLtd, TechDistributorsToGreenWorldEmployee) into ContactToRelationship

!new Note('MegaTechNote')
!MegaTechNote.author := 'Emily C., CMO'
!MegaTechNote.time := Date('2023-05-15')
!MegaTechNote.type := #MEETING
!MegaTechNote.comment := 'Discussed strategic partnerships.'
!insert (MegaTechSolutionsInc, MegaTechNote) into ContactContainsNote

!insert (PrimaryAddressBook, MegaTechSolutionsInc) into AddressBookMadeOfContact
!insert (PrimaryAddressBook, GreenWorldEnergy) into AddressBookMadeOfContact
!insert (PrimaryAddressBook, TechDistributorsLtd) into AddressBookMadeOfContact
</object_model>
No judge system prompt available
No judge user prompt available
Note.type
Evenness (active groups) = 0.0000 Evenness (all groups) = 0.0000
1
MEETING
0
CALL
0
EMAIL
Relationship.type
Evenness (active groups) = 0.9591 Evenness (all groups) = 0.9591
1
BOSS
2
EMPLOYEE
1
SUBDIVISION
2
COWORKER
LLM as a Judge
Unrealistic

The object model assigns interpersonal relationship types such as `#BOSS`, `#EMPLOYEE`, and `#COWORKER` between instances of `Company` (e.g., `TechDistributorsLtd` is set as the `#BOSS` of `MegaTechSolutionsInc`, and `MegaTechSolutionsInc` as an `#EMPLOYEE` of `TechDistributorsLtd`). In the real world, these relationship roles apply to people (`Person`), while companies interact as partners, parent companies, or subdivisions.

Metrics
Stats i
Stats
Breakdown of the total cost and elapsed time for generating the instances.
  • Elapsed Time = Console Time (ie. Processing Time + API Calls)
  • Cost = (input tokens * input price) + (output tokens * output price)
Total Cost $0.06
Validation i
Validation
Measures the correctness of the instantiation using the USE check function.
  • Syntax = 1 - (Total Number of syntax errors [use check] / Total Number of lines [instance])
  • Multiplicities = 1 - (Total Number of multiplicities errors [use check] / Total Number of relationships ([instance] !insert))
  • Invariants = 1 - (Total Number of invariants errors [use check] / Total Number of invariants ([model] constraints))
Syntax 0/67
Multiplicities 0/19
Invariants 0/1
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
String Equals 100.0%
String LV 90.5%
Shannon (Active) 0.480 ± 0.480
Shannon (All) 0.480 ± 0.480
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 83.3%
Attributes 72.2%
Relationships 100.0%
Uncovered Items 6
Classes 1
Person
Attributes 5
Person.emailPerson.namePerson.phonePerson.titlePerson.website
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 14/∞
Attributes 34/34
Relationships 19/∞