mlsanityData to 13 Oct 2026

Narrative Context Protocol: An Open-Source Storytelling Framework for Generative AI

arXiv 2503.04844 ↗First posted 5 Mar 2025cs.CL cs.AIcited by 1

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Abstract (arXiv)

Here we introduce Narrative Context Protocol (NCP), an open-source narrative standard designed to enable narrative interoperability, AI-driven authoring tools, real-time emergent narratives, and more. By encoding a story's structure in a "Storyform," which is a structured register of its narrative features, NCP enables narrative portability across systems as well as intent-based constraints for generative storytelling systems. We demonstrate the capabilities of NCP through a year-long experiment, during which an author used NCP and a custom authoring platform to create a playable, text-based experience based on her pre-existing novella. This experience is driven by generative AI, with unconstrained natural language input. NCP functions as a set of "guardrails" that allows the generative system to accommodate player agency while also ensuring that narrative context and coherence are maintained.

Key facts. Cited by 1 paper in the map (data through 13 Oct 2026). Builds on 6 of its 28 references that are in the map. First posted on arXiv 5 Mar 2025.

Builds on

6 of 28 references.

References · 6

  1. 2023Leveraging Pre-trained Large Language Models to Construct and Utilize World Models for Model-based Task Planningcited by 205
  2. 2022Co-Writing Screenplays and Theatre Scripts with Language Models: An Evaluation by Industry Professionalscited by 191
  3. 2024A Survey on Large Language Model-Based Game Agentscited by 111
  4. 2014Narrative Planning: Balancing Plot and Charactercited by 61
  5. 2024Player-Driven Emergence in LLM-Driven Game Narrativecited by 16
  6. 2024GPT for Games: A Scoping Review (2020-2023)cited by 10

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Citing papers per year: 2025: 1.

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  1. 2023Language as Reality: A Co-Creative Storytelling Game Experience in 1001 Nights using Generative AI
  2. 2025StoryWriter: A Multi-Agent Framework for Long Story Generation
  3. 2026From Personas to Plot: Character-Grounded Multi-Agent Story Generation for Long-Form Narratives
  4. 2026Can LLM Agents Stick to the Script? A Benchmark for Long-Horizon Consistency in Interactive Narratives
  5. 2026Scaling Long-Form Story Generation via Narrative State Tracking
  6. 2025CreAgentive: An Agent Workflow Driven Multi-Category Creative Generation Engine
  7. 2024Agents' Room: Narrative Generation through Multi-step Collaboration
  8. 2026NARRA-Gym for Evaluating Interactive Narrative Agents