agentlans/creative-generator-dataset

Creative Generator Dataset

The Creative Generator Dataset is a collection of synthetically generated names, character descriptions, and story ideas designed for creative writing, world-building, and prompt engineering applications.

Data Sources & Generation

The data is derived from two primary sources:

1. Seventh Sanctum: Data files were reverse-engineered to recreate a diverse generator. 10000 random rows were generated per category and option.
2. fictional_names_package by Argyrios Tsagkalidis: Male, female, and gender-neutral names were generated across all available styles. 100000 random rows were generated per naming type and gender.

Dataset Structure

Data Fields

• category (string): The classification or generator type (e.g., "Dark elf surname", "Viking name").
• option (string or null): Sub-category, style, or gender modifier (e.g., "Male", "Simple to Complex").
• text (string): The generated output content (name, phrase, description, or idea).
• source (string): The origin of the generator logic ("Seventh Sanctum" or "fictional_names").

Example Rows

{
  "category": "Dark elf surname",
  "option": null,
  "text": "AshBlade",
  "source": "Seventh Sanctum"
}

{
  "category": "Viking name",
  "option": "Male",
  "text": "Magnusvar Arnhald",
  "source": "fictional_names"
}

{
  "category": "Spell naming options",
  "option": "Simple to Complex",
  "text": "Nets of Imperial Crystal",
  "source": "Seventh Sanctum"
}

Limitations & Considerations

• Spelling & Grammar: Original irregularities, spelling variants, and stylistic grammar choices from the generators have been preserved.
• Authenticity: Names and terms are synthesized and not intended to be historically, culturally, or linguistically authentic. Writers seeking realistic cultural naming conventions should perform independent research.
• Cultural Meaning: The dataset lacks deep contextual understanding of culture, lore, or real-world linguistic roots.
• Plagiarism Risk: Due to the procedural nature of the generation, accidental overlap with common tropes, clichés, or existing fiction elements may occur.

Licence & Acknowledgements

This dataset is released under the Creative Commons Attribution-ShareAlike 4.0 International (CC BY-SA 4.0) license to promote open-source creative tooling and data generation.

For the source dataset generators:

• Seventh Sanctum™ and its contents are copyright © 2013 by Steven Savage.
• Fictional Names Package created by Argyrios Tsagkalidis.